Energy Technologies – Our Insights

Power factor corrections could save 0.5% of global electricity, with $20/ton CO2 abatement costs in normal times, and 30% pure IRRs during energy shortages. They will also be needed to integrate more new energies into power grids. This note outlines the opportunity in capacitor banks, their economics and leading companies.
Access Report

How will food and energy shortages re-shape liquid biofuels? This 11-page note explores four questions. Could the US re-consider its ethanol blending to help world food security? Could rising cash costs of bio-diesel inflate global diesel prices to $6-8/gal? Will renewable diesel expansion be dialed back? What outlook for each biofuel in the energy transition?
Access Report

China is 18% of the world’s people and GDP. But it makes c50% of the world’s metals, 60% of its wind turbines, 70% of its solar panels and 80% of its lithium ion batteries. Re-shoring is likely to be a growing motivation after events of 2022. This 14-page note explores resultant opportunities.
Access Report

Electricity transmission matters in the energy transition, integrating dispersed renewables over long distances to reach growing demand centers. This 15-page note argues future transmission needs will favor large HVDCs, costing 2-3c/kWh per 1,000km, which are materially lower-cost and more efficient than other alternatives.
Access Report

The carbon credentials of wood are not black-and-white. They depend on context. So this 13-page note draws out the numbers and five key conclusions. They highlight climate negatives for deforestation, climate positives for using waste wood and wood materials (with some debate around paper), and very strong climate positives for natural gas.
Access Report

Direct Lithium Extraction from brines could help lithium scale 30x in the Energy Transition; with costs and CO2 intensities 30-70% below mined lithium; while avoiding the 1-2 year time-lags of evaporative salars. This 15-page note reviews the top ten challenges that decision-makers need to de-risk.
Access Report

Spot markets have delivered more and more ‘commodities on demand’. But is this model fit for energy transition? Many markets are now short, causing explosive price rises. Sufficient volumes may still not be available at any price. This note considers a renaissance for long-term contracts.
Access Report

Global graphite volumes grow 6x in the energy transition, mostly driven by electric vehicles. We see the industry moving away from China’s near-exclusive control. The future favors a handful of Western producers, integrated from mine to anode, with CO2 intensity below 10kg/kg. This 10-page note outlines the opportunity.
Access Report

Can forests absorb CO2 at multi-GTpa scale? This 19-page note is a case study from Finland, where detailed data goes back a century. 70% of the country is forest. It is managed sustainably, equitably, economically. And forests have sequestered 2GT of CO2 in the past century, offsetting two-thirds of the country’s fossil emissions.
Access Report

The global nickel market will grow from $30bn pa to $300bn in the energy transition, including a 5x increase in volumes and 2x increase in price. This 15-page note evaluates the nickel supply chain for electric vehicle battery cathodes. Deficits are looming. Hence we end by screening nickel names.
Access Report

‘Rumors of my death have been greatly exaggerated’. Mark Twain’s quote also applies to global oil consumption. This note aggregates demand data for 8 oil products and 120 countries over the COVID pandemic. We see 3.5Mbpd of pent-up demand ‘upside’, acting as a floor on medium-term oil prices.
Access Report

Energy shortages are now the second largest problem in the world. Hence this 14-page note evaluates short- and medium-term options to alleviate them. Despite a lot of posturing, we see 'new energies' slowing down in 2022-23. The world is upside down and somehow coal is going to be an unexpected savior.
Access Report

Deepening energy shortages in 2022-30 could devastate low-income countries, geopolitically isolate the West, and de-rail decarbonization. This 13-page note evaluates the linkage between energy consumption and income over the past half century and quantifies what a 'just transition' would look like.
Access Report

This 14-page note explains the crucial power-electronics in an electric vehicle fast-charging station that runs at 150-350kW. Most important are power-MOSFETs, comprising c5-10% of charger costs. The market trebles by the late 2020s.
Access Report

If global energy supplies run short, then someone has to curtail demand. Europe is in the firing line, with 7% of the world’s people, using 17% of its energy, of which 65% is imported. So this 13-page note searches for the least bad options to cut European energy demand. Energy intensive industries may shutter and never return.
Access Report

This 14-page note compares the economics of EV charging stations with conventional fuel retail stations. Our main question is whether EV chargers will ultimately get over-built. Hence prospects may be best for charging equipment and component manufacturers.
Access Report

Nuclear fusion could provide a limitless supply of zero-carbon energy from the 2030s onwards. The goal of this 20-page note is simply to understand the challenges for fusion reactors, especially deuterium-tritium tokamaks. Innovations need to improve EROI, stability, longevity and costs.
Access Report

Perceptions in the energy transition are likely to change in 2022, amidst energy shortages, inflation and geopolitical discord. The biggest change will be a re-prioritization of US LNG. At $7.5/mcf, there is 200MTpa of upside by 2030, which could also abate 1GTpa of CO2. This 15 page note outlines our conclusions. 
Access Report

Glass fiber makes up 50% of a wind turbine blade, lightens vehicles and insulates homes for 30-70% energy savings. Hence we see demand rising 3.5x in the energy transition. To appraise the opportunity, this 13-page note assesses the market, costs, CO2 intensity and leading companies.
Access Report

How fast can wind and solar accelerate, especially if energy shortages persist? This 11-page note reviews the top ten bottlenecks. Seven value chains will tighten enormously in the coming years. Paradoxically, however, ramping renewables could exacerbate near-term energy shortages.
Access Report

We are all hoping for ‘normalization’ in 2022. But what if the world is instead entering a full-blown energy crisis, as severe and persistent as the first ‘oil shock’? This 21-page note lays out ten hypotheses, drawing on history. Everything we know about energy transition may change this year.
Access Report

This 18-page report revises our roadmap for the world to reach 'net zero' by 2050. The average cost is still $40/ton of CO2, with an upper bound of $120/ton, but this masks material mix-shifts. New opportunities are largest in efficiency gains, under-supplied commodities, power-electronics, conventional CCUS and nature-based CO2 removals.
Access Report

The average solar asset declines at 2.5% per year. This 14-page note reviews the causes. We find humid climates moderate Potential Induced Degradation, adding a relative headwind in coastal geographies and floating solar. But an exciting way to mitigate declines is emerging via smaller inverters.
Access Report

Steel explains almost c10% of global CO2. Hence 2021 has seen the world’s first green steel, made using green hydrogen. Yet inflation worries us. At $7.5/kg H2, green steel would cost 2x conventional steel. In turn, doubling the global steel price would re-inflate green H2 costs. This note explores inflationary feedback loops and other options for steel-makers.
Access Report

Global energy investment in 2020-21 has been running 10% below the level needed on our roadmap to net zero. Under-investment is steepest for solar, wind and gas. Under-appreciated is that each $1 dis-invested from fossil fuels must be replaced with $25 in renewables. Future capex needs are vast.
Access Report

Nuclear power can backstop much volatility in renewables-heavy grids, for costs of 15-25c/kWh. This is at least 70% less costly than large batteries or green hydrogen, but could see less wind and solar developed overall. Our 13-page note reviews the opportunity.
Access Report

This 15-page note explores whether axial flux motors could come to dominate in the future of transportation. They promise 2-3x higher power densities, even versus Tesla’s world-leading PMSRMs; and 10-15x higher than clunky industrial AC induction units; while also surpassing c96% efficiencies.
Access Report

CO2 has unusual physical properties, which make small-scale liquefaction and transport much more viable than we had expected. The energy burden is 70% less than other industrial gases. Total CCS costs are $50-90/ton for leading examples. This 15-page note outlines the opportunity.
Access Report

Variable frequency drives precisely control motors. Amazingly they could reduce global electricity demand by c10%. We expect a sharp acceleration due to sustained energy shortages, increasingly renewable-heavy grids and excellent 20-50% IRRs. Hence this 14-page note reviews the opportunity and who benefits. 
Access Report

This 13-page note quantifies the upside case for CCS in the United States, using top-down and bottom-up calculations. Our conclusion is that a clear, $100/ton incentive could help CCS scale by c25x, accelerating over 500MTpa of projects in the next decade, cutting US CO2 by 10%.
Access Report

Insulating materials slow the flow of heat from a warm house by 30-100x. But 60-90% of today’s housing stock is 30-70% under-insulated. We think renovation rates could treble as gas shortages re-prioritize energy savings. This 12-page note screens who benefits.
Access Report

CCS is adapting to go to sea. 80% of some ships’ CO2 emissions could be captured for c$100/ton and an energy penalty of just 5%, albeit this is the best case within a broad range. This 15-page note explores the opportunity, challenges, progress and who might benefit.
Access Report

This 11-page note considers a new model of carbon neutral investing. Look-through emissions of a portfolio are quantified (Scope 1 & 2 basis). Then an allocation is made to high-quality, nature-based CO2 removals. Advantages and practicalities are exciting.
Access Report

This note considers five options to cure emerging gas and power shortages. Unfortunately, the options are mostly absurd. They point to inflation, industrial leakage and slipping global climate goals. But also opportunities in LNG, nuclear and efficiency technologies.
Access Report

How do power grids work? How will they be re-shaped by renewables? This 20-page note outlines the underpinnings of electricity markets, from theoretical physics through to looming shortages of inertia and reactive power. There are challenges back-stopping renewables and this creates opportunities.
Access Report

Learning curves and cost deflation are widely assumed in new energies but overlooked for nature-based CO2 removals. Support for NBS has already stepped up sharply in 2021. This 15-page note finds the CO2 uptake of well-run reforestation projects could double again.
Access Report

This 14-page note lays out a new model to supply fully carbon-neutral energy to a cluster of commercial and industrial consumers, via an integrated package of renewables, low-carbon gas back-ups and nature based carbon removals. This is remarkable for three reasons: low cost, high stability, and full technical readiness.
Access Report

Some policymakers now aspire to ban gas boilers and ramp heat pumps 10x by 2050. In theory, the heat pump technology is superior. But in practice, there are ten challenges. It could become a political disaster. The most likely outcome is a 0-2% pullback in European gas by 2030.
Access Report

A transformer is needed to step the voltage up or down at every inter-connection point in the grid. Hence this 14-page note explores how renewables and EVs will expand future transformer markets. The main challenge is that the need for smaller, simpler units may exacerbate margin pressure in an already competitive industry. So who is best-placed?
Access Report

Energy transition will catapult carbon fiber demand upwards from today's 120kTpa baseline, across wind turbine blades, more efficient vehicles and hydrogen tanks. Hence this 16-page note explores opportunities, economics, CO2 intensity and leading companies. 
Access Report

Measuring forest carbon is uncertain. Pessimistically, estimation errors could be as high as 25%. So does this disqualify nature based carbon credits? This 12-page note explores solutions, borrowing risk-pricing from credit markets, preferring bio-diversity and looking to drone/LiDAR technology.
Access Report

Some commentators expect the levelized costs of offshore wind to fall another two-thirds by 2050. The justification is some eolian equivalent of Moore’s Law. Our 16-page report draws five contrasts. Wind costs are most likely to move sideways, even as the industry builds larger turbines. Implications are explored for companies.
Access Report

Europe has proposed a ‘border adjustment mechanism’ to mitigate carbon leakage. Its initial formulation is modest. But it will snowball. And ultimately divide the global economy in two. This 15-page report lays out our top five predictions for CO2 border taxes to reshape energy markets and the world.
Access Report

Lithium demand is likely to rise 30x in the energy transition. So this 15-page note reviews the mined lithium supply chain, finding prices will rise too, by 10-50%. The main reason is lower-grade ores. Second is energy intensity. Low-cost lithium brine producers may benefit from steeper cost curves.
Access Report

This 11-page note summarizes the 'top ten' controversies in the energy transition, based on 2,000 pages of our research to-date, and resultant discussions. Our outlook is increasingly despairing. And inflationary. Yet opportunities do exist to unlock value amidst bizarre and market-distorting policies.
Access Report

CHP systems are 20-30% lower-carbon than gas turbines, as they capture waste heat. They are also increasingly economical to backstop renewables. Amidst uncertain policies, the market size for US CHPs could vary by a factor of 100x. We nevertheless find 30 companies well-placed in a $9trn global market.
Access Report

Ramping renewables to 50% of power grids is a growing aspiration. But in some markets, it may result in devastating blackouts during summer heatwaves, as power demand doubles exactly when wind, solar, gas, transmission losses and disruptions all deteriorate. This 15-page note assesses the implications.
Access Report

Methane emissions from landfills account for 2% of global CO2e. c70% of these emissions could easily be abated for c$5/ton, simply by capturing and flaring the methane. Going further, low cost uses of landfill gas in heat and power can also make good sense. But vast subsidies for landfill gas upgrading, RNG vehicles and biogas-to-jet may not be cost-effective.
Access Report

Solar costs have deflated by an incredible 90% in the past decade to 4-7c/kWh. Some commentators now hope for 2c/kWh by 2050. Further innovations are doubtless. But there are four challenges, which could stifle future deflation or even re-inflate solar. Most debilitating would be a re-doubling of CO2-intensive PV-silicon?
Access Report

Recycling lithium batteries could be worth $100bn per year by 2040 while supporting electric vehicles’ ascent. Hence new companies are emerging to recapture 95% of spent materials with environmentally sound methods. Our 15-page note explores what it would take for battery-recycling to become both practical and compelling.
Access Report

New energy policies will exacerbate inflation in the developed world, raising price levels by 20-30%. Or more, due to feedback loops. We find this inflation could also cause new energies costs to rise over time, not fall. As inflation concerns accelerate, policymakers may need to choose between delaying decarbonization or lower-cost transition pathways.
Access Report

Electro-fuels are hydrocarbons produced from renewable power, CO2 and water. They are reminiscent of the adage that ‘the fastest way to become a millionaire is to start out as a billionaire then found an airline’. Because all you need for 1boe of these zero-carbon fuels is 2-3 boe of practically free renewable energy.
Access Report

Could new technologies reinvigorate corn-based ethanol? This 12-page  note assesses three options. We are constructive on combining CCS or CO2-EOR with an ethanol plant, which yields a carbon-negative fuel. But costs and CO2 credentials look more challenging for bio-plastics or alcohol-to-jet fuels. 
Access Report

This 11-page note looks back at 175 patents filed by Theranos, which promised a world-changing medical testing technology, but ultimately turned out to be a fraud. The analysis has helped us create a new framework, which we will be using to assess technologies in the energy transition.
Access Report

30M acres of US croplands are used to grow corn for ethanol, with a CO2 abatement cost of $200/ton. However, if these same acres were reforested, they could absorb 2x more CO2, while farmers in the mid-West could have higher earnings. Hence this 15-page note asks could US biofuels be disrupted?
Access Report

Reaching ‘net zero’ is impossible without nature based carbon removals. Hence this 17-page note argues corporations will increasingly create internal groups to procure carbon offsets. We give twenty predictions and an analogy from labor reforms in 1850-1950.
Access Report

This 15-page report evaluates a pathway for sustainable aviation fuels, feeding biogas into a Fischer-Tropsch reactor. Bio-GTL will likely cost 3x more than conventional jet fuel, for a 75% reduction in CO2, giving an abatement cost of $550/ton. We still prefer nature-based carbon offsets to decarbonize aviation.
Access Report

Biochar is a miraculous material, improving soils, enhancing agricultural yields and avoiding 1.4kg of net CO2 emissions per kg of waste biomass. IRRs surpass 20% without CO2 prices or policy support. Hence this 18-page note outlines the opportunity.
Access Report

Nature based carbon offsets could migrate offshore in the 2020s, sequestering 3GTpa of CO2 for a price of $20-140/ton. In a more extreme case, if CO2 prices reached $400/ton, oceans could potentially decarbonize the whole world. This 19-page note outlines the opportunity in seaweed and kelp.
Access Report

Solid state batteries promise 2x higher energy density than lithium ion, with 3x faster charging and lower risk of fires. They could re-shape global energy, especially heavy trucks. But the industry has been marooned by uncontrollable cell degradation. QuantumScape’s disclosures claim it is light years ahead. But costs may remain high.
Access Report

Uranium markets could be 50-75M lbs under-supplied by 2030. This deficit is deeper than other commodities in our roadmap to net zero. Demand is driven by China, constructing reactors for 50-70% less than the West, yielding zero carbon power at 6-8c/kWh. This 18-page note presents the outlook and screens uranium miners.
Access Report

We are raising our medium-term oil demand forecasts by 2.5-3.0 Mbpd to reflect the growing reality of autonomous vehicles. AVs improve fuel economy in cars and trucks by 15-35%, and displace 1.2Mbpd of air travel. But their convenience also increases travel. This note outlines the opportunity.
Access Report

A vast new up-cycle for LNG is in the offing, to meet energy transition goals, by displacing coal. 2024-25 LNG markets could by 100MTpa under-supplied, taking prices above $9/mcf. But emerging technologies are re-shaping the industry, so well-run greenfields may resist the cost over-runs that marred the last cycle.
Access Report

25% of the power grid could realistically become ‘flexible’, shifting its demand across days, even weeks. This is the lowest cost and most thermodynamically efficient route to fit more wind and solar into power grids. We are upgrading our renewables ceilings from 40% to 50%. This 22-page note outlines the opportunity.
Access Report

“Electrify everything then decarbonize electricity”. This mantra is dangerously incorrect for industrial heating. It raises output costs by 10-110% without lowering CO2. Our 19-page note presents case studies in the steel, cement, glass, petrochemical and paper industries, which exceed 15% of global CO2.
Access Report

Vertical greenhouses achieve 10-400x greater yields per acre than field-growing, stacking layers of plants indoors, and illuminating each layer with LEDs. Economics are exciting. CO2 intensity varies. But it can be carbon-negative if powered by renewables. This 17-page case study outlines the opportunity.
Access Report

China now aspires to reach ‘net zero’ CO2 by 2060. But is this compatible with growing an industrial economy and attaining Western living standards? The best middle-ground sees China’s coal phased out and gas rising by a vast 10x to 300bcfd. The biggest challenges are geopolitics and sourcing enough LNG.
Access Report

CO2-EOR is the most attractive option for large-scale CO2 disposal. Unlike CCS, which costs over $70/ton, additional oil revenues cover the costs of sequestration. And the resultant oil is 50-100% lower carbon than usual. The technology is mature. Potential exceeds 2GTpa. This 23-page report outlines the opportunity.
Access Report

Construction accounts for 10% of global CO2, mainly due to cement and steel. But mass timber could become a dominant new material for the 21st century, lowering emissions 15-80% at no incremental cost. Debatably mass timber is carbon negative if combined with sustainable forestry. We outline the opportunity.
Access Report

Methanol is becoming more exciting than hydrogen as a clean fuel to help decarbonize transport. Specifically, blue methanol and bio-methanol are 65-75% less CO2-intensive than oil products, while they already earn 10% IRRs at c$3/gallon prices. Unlike hydrogen, it is simple to transport and integrate methanol with pre-existing vehicles.
Access Report

The unmitigated costs of climate change will likely reach $1.5trn per annum after 2050, exerting an enormous toll on the world. However, the costs of the energy transition will exceed $3trn per annum. Our 14-page note explores whether this mismatch matters. Could it even undermine the energy transition?
Access Report

This note outlines our top ten themes for 2021. We fear Energy Transition will continue building into an investment bubble. But also appearing on the horizon this year are three triggers to burst the bubble. We continue to prefer non-obvious opportunities in the transition.
Access Report

The global energy system can be fully decarbonized by 2050, for an average CO2 cost of $42/ton. Remarkably, this is almost half the cost foreseen one year ago. 85Mbpd of oil and 375TCF pa of gas are still required in this 2050 energy system, together with efficiency technologies, carbon capture and offsets.
Access Report

2.3bn hectares of land have been deforested, releasing c25% of all anthropogenic emissions. This 19-page note concludes 1.2bn hectares can be reforested. Consequently, there is room for 85Mbpd of oil and 400TCF of gas in a decarbonized energy system, while half of all ‘new energies’ may not be needed.
Access Report

UK wind power has almost trebled since 2016. But its output is volatile, now varying between 0-50% of the total grid. Hence this 14-page note assesses the volatility, using granular, hour-by-hour data from 2020, to outline which backup opportunities are best-placed.
Access Report

Drilling wells and lifting fluids to the surface are core skills in oil and gas. Hence could geothermal be a natural fit in the energy transition? Next-generation geothermal economics can be very competitive, both for power and heat. Pilot projects are accelerating. This 17-page note presents the opportunity.
Access Report

20% of Europe’s renewable electricity currently comes from biomass, mainly wood pellets, burned in facilities such as Drax’s, 2.6GW Yorkshire plant. But what are the economics and prospects for biomass power as the energy transition evolves? This 18-page analysis leaves us cautious.
Access Report

Investment bubbles in history typically take 4-years to build and 2-years to burst, as asset prices rise c815% then collapse by 75%. There is now a frightening resemblance between energy transition technologies and prior investment bubbles. This 19-page note aims to pinpoint the risks and help you defray them.
Access Report

For green hydrogen to become competitive, total electrolyser costs must deflate by over 75% from current levels around $1,000/kW. This 14-page note breaks down the numbers and the challenges, based on patents and technical papers. We argue 15-25% total cost deflation may be more realistic if manufacturers also strive to make a margin.
Access Report

A lack of gas is likely to slow down Europe’s energy transition in the 2020s. This is the conclusion in our new 12-page note, which captures basic EU policy objectives. An incremental 85MTpa of LNG must be sourced by 2030, absorbing one third of new global LNG supplies and stoking shortages.
Access Report

Tree planting charities are emerging as the best means to offset CO2. They will displace other ‘new energies’ from the cost curve. Abatement costs are $3-10/ton. The solution is available today. It also restores nature. This 18-page note presents the advantages, pushbacks, implications, and profiles charities we have supported.
Access Report

Our research identifies economic opportunities in the energy transition. To do this, we have now drawn upon 20M patents. This 14-page note illustrates the six ways patent analysis can give decision-makers an edge. Detailed examples are given in renewables, electric vehicles, capital goods, conventional energy and hydrogen.
Access Report

Carbon capture is cursed by colossal costs at small scale. But blue hydrogen may be its saviour. Crucial economies of scale are guaranteed by deploying both technologies together. The combination is a dream scenario for gas producers. This 22-page note outlines the opportunity and costs.
Access Report

Overbuilding renewables makes power grids more expensive and less reliable. Hence more businesses may generate their own power behind the meter, installing combined heat and power systems fuelled by natural gas. IRRs reach 20-30%. Efficiency is 70-80%. Total CO2 falls by 6-30%. This 17-page note outlines the opportunity.
Access Report

1% of global CO2 comes from distilling crude oil at refineries. An alternative uses precisely engineered polymer membranes to separate crude fractions, eliminating 50-80% of the costs and 97% of the CO2. We reviewed 1,000 patents, including a major breakthrough in 2020. This 14-page note presents the opportunity.
Access Report

Whale oil was a dominant, albeit barbaric, lighting fuel in the 19th century. But what happened to pricing as the industry was disrupted by kerosene and ultimately by electric lighting? We find whale oil pricing outperformed and whaling by-products rallied very sharply as the industry declined. Implications are drawn for oil and gas.
Access Report

Energy policies currently act as kingmakers for a select few transition technologies. But they offer no incentives for other, lower cost and more practical alternatives, which could economically decarbonize the whole world by 2050. Hence this 14-page note presents the top five arguments for a simple, transparent, economy-wide CO2 price. We also illustrate who would benefit versus which bubbles may burst.
Access Report

US shale productivity can still rise at a 5% CAGR to 2025, based on evaluating 300 technical papers from 2020. The latest improvements are discussed in this 12-page note. Thus unconventionals could quench deeply under-supplied oil markets by 2025. Leading technologies are also becoming concentrated in the hands of fewer operators.
Access Report

It takes 15-100 years for a major new technology to ramp from 10% to 90% of its peak adoption rate. But what determines the pace? This 15-page note finds answers by evaluating 20 examples that changed the world from 1870 to 2020. We derive four rules of thumb, in order to quantify the pace at which different energy transition technologies will scale up.
Access Report

Phase change materials could be a game-changer for energy storage. They can earn double digit IRRs unlocking c20% efficiency gains in freezers and refrigerators, which make up 9% of US electricity. This is superior to batteries which add costs and incur 8-30% efficiency losses. We review 5,800 patents and identify leading companies.
Access Report

Transporting hydrogen will be more challenging than any other energy commodity ever commercialised. This 19-page note reviews the costs and complexities of cryogenic trucks, pipelines and chemical carriers (e.g., ammonia). Midstream costs will be 2-10x higher than natural gas, while up to 50% of hydrogen’s embedded energy may be lost in transit.
Access Report

Oil markets look primed for a new up-cycle by 2022, which could culminate in Brent surpassing $80/bbl. This is sufficient to unlock 20% IRRs on the next generation of offshore projects, and thus excite another cycle of offshore exploration and development. We address potential pushbacks to the thesis and outlines who benefits.
Access Report

We have modelled full-cycle economics of a green hydrogen value chain to decarbonize trucks. In Europe, at $6/gallon diesel, hydrogen trucks will be 30% more expensive in the 2020s. They could be cost-competitive by the 2040s. But the numbers are generous and logistical challenges remain. Niche adoption is more likely than a wholesale shift.
Access Report

Is there potential to afforest any of the world’s 11bn acres of arid and semi-arid lands, by desalinating and distributing seawater? Energy economics do not work in the most extreme deserts (e.g., the Sahara). Buy $60-120/ton CO2 prices may suffice in semi-arid climates. The best economics of all use waste water from oil and gas, such as in the Permian basin.
Access Report

We model the green hydrogen value chain: harnessing renewable energy, electrolysing water, storing the hydrogen, then generating usable power in a fuel cell. Today’s costs are very high, at 64c/kWh. Even by 2050, our best case scenario is 14c/kWh, which elevates household electricity bills by $440-990/year compared with decarbonizing natural gas.
Access Report

Supercapacitors may eclipse lithium ion batteries in the hybridization of transport and industry. Their energy density is improving. Potential CO2 savings could surpass 1bn tons per year. IRRs of 10-50% can be achieved. This 20-page note presents are our conclusions after reviewing 2,000 Western patents, and identifies leading companies.
Access Report

Additive manufacturing (AM) can eliminate 6% of global CO2, across manufacturing, transport, heat and supply chains. This 21-page note quantifies each opportunity and reviews 5,500 patents to identify who benefits, among Capital Goods companies, AM Specialists and the Materials sector.
Access Report

A CO2 price of $40-80/ton could double the pace of industrial efficiency gains in the oil and gas sector, eliminating 15-20% of its CO2 emissions, as outlined in this 14-page note. Cost-curves would steepen in E&P and refining. Technology leaders benefit. Spending would also accelerate, particularly for heat exchangers, compressors, digitization and electrification projects.
Access Report

Attaining ‘Net Zero’ can uplift an Energy Major’s valuation by c50%. This means emitting no net CO2, either from the company’s operations or from the use of its products. This 19-page report shows how a Major can best achieve ‘net zero’ by exhibiting four cardinal virtues. Decarbonization is not a threat but an opportunity.
Access Report

Fuel retailers have a game-changing opportunity seeding new forests, ourlined in our 26-page note. They could offset c15bn tons of CO2 per year at a competitive cost, well below c$50/ton. We 15-25% uplifts in the value of fuel retail stations, allaying fears over CO2, and benefitting as road fuel demand surges after COVID.
Access Report

Another impact of COVID-19 may still lie ahead: a 1-2Mbpd upwards jolt in global oil demand. This 17-page note upgrades our 2022-30 oil demand forecasts by 1-2Mbpd above our pre-COVID forecasts. The increase is from road fuels, reflecting lower mass transit, lower load factors and resultant traffic congestion.
Access Report

Natural gas fuels two-thirds of residential and commercial heating, which in turn comprises c10% of global CO2. We assessed ten technologies to decarbonize heat, including heat pumps, renewables, biogas and hydrogen. The lowest cost solution is to double down on natural gas with nature-based carbon offsets.
Access Report

The global bioethanol industry could be disrupted by a carbon price. Somewhere between $15-50/ton, it becomes more economical to bury the biofuel crop, rather than convert it into biofuels. This would remove 8x more CO2 per acre, at a lower total cost. Ethanol mills and blenders would be displaced.
Access Report

Conservation agriculture builds up carbon in soil. It can sequester 3-15 bn tons of CO2 per year, generating carbon credits, while restoring loss-making farmlands to exceptional profitability. Fertilizer demand would be decimated. This 17-page report outlines the opportunity, costs, CO2-removal, winners and losers.
Access Report

$30/bbl oil prices stall the energy transition. They kill the relative economics of electric vehicles, renewables, industrial efficiency, flaring reductions, CO2 sequestration and new energy R&D. This 15-page note finds $60/bbl oil is ‘best’ for decarbonization. Policymakers should target $60 oil.
Access Report

This 14-page report assesses 6,000 patents from 2018-19, to determine which Energy Majors are best-placed to weather the downturn, benefit from dislocation and thrive in the recovery. We find clear leaders in onshore, offshore, shale, LNG and digital. Other Majors may be pulling back from upstream oil and gas.
Access Report

Digitization improves economics and CO2 credentials. But now it will structurally accelerate due to higher resiliency: Just 8% of digitized industrial processes will be disrupted due to COVID-19, compared to 80% of non-digitized processes. This 22-page report outlines the theme and who will benefit.
Access Report

The COVID-19 crisis will structurally accelerate remote working. The opportunity can save 30% of commuter journeys by 2030, avoiding 1bn tons of CO2 per year, for a net economic benefit of $5-16k per employee. This makes remote work materially more impactful than electric vehicles, as an opportunity in the energy transition.
Access Report

This 15-page note outlines our top three conclusions about COVID-19, which the oil markets may have missed. Global oil demand could decline by -11.5Mbpd YoY in 2Q20. But gasoline demand could increase in the aftermath of the crisis. Finally, longer-term, structural changes will transform commuting, retail and travel.
Access Report

Gas value chains present the largest and lowest cost decarbonization opportunity on the planet, commercialising zero carbon energy for an incremental cost below $1/mcfe ($17/ton of CO2). This 15-page report outlines how to optimize a decarbonized gas value chain, securitizing forestry-based carbon commitments in an actively managed carbon fund.
Access Report

Offshore developments will change dramatically in the 2020s, eliminating production platforms in favour of fully subsea solutions. The opportunity increases a project’s NPV by 50% and effectively eliminates upstream CO2. We reviewed 1,850 patents to find the best-placed operators and services. Others will be disrupted. The theme supports the ascent of low-carbon natural gas.
Access Report

What is the optimal mix of wind and solar in a low-cost, zero-carbon power grid? We find renewables cannot surpass 45-50% due to curtailment, which trebles prices. Batteries help little, under grid conditions. Decarbonized gas is the best backstop. A grid of 50% decarbonized gas, 25% renewables and 25% nuclear has the lowest incentive price, at 9c/kWh.
Access Report

It is widely believed that electric vehicles will destroy fossil fuel demand. We find they will increase it by 0.7Mboed from 2020-35. The reason is that 3.7x more energy is consumed to manufacture each EV than the net road fuel it displaces each year; while manufacturing of EVs is seen growing exponentially. The finding is a strong positive for natural gas, as outlined in our new 13-page note.
Access Report

Molten carbonate fuel cells (MCFCs) could be a game-changer for CCS and fossil fuels. They capture CO2 from combustion facilities; while at the same time, generating electricity from natural gas. The first pilot plant is being tested in 1Q20, by ExxonMobil and FuelCell Energy. Economics range from passable to phenomenal.
Access Report

Shell is revolutionizing LNG project design, based on reviewing 40 of the company’s gas-focused patents from 2019. The innovations can lower LNG facilities’ capex by 70% and opex by 50%; conferring a $4bn NPV and 4% IRR advantage over industry standard greenfields. Our 16-page note reviews Shell’s operational improvements, revolutionary greenfield concepts, and their economic consequences.
Access Report

Energy transition is maturing as an investment theme. ‘Obvious’ portfolio tilts are beginning to look over-crowded. Non-obvious ones are over-looked. This 26-page note outlines the 'top ten' opportunities that excite us most in 2020, among commodities, drivers of the energy transition, evolving market perceptions and forward-thinking corporate strategies.
Access Report

Scaling up natural gas is among the largest decarbonisation opportunities. But this requires minimising methane leaks. Exciting new technologies are emerging. This 28-page note ranks producers, positions for new policies and advocates developing more LNG. To seize the opportunity, we also identify 35 companies geared to the theme. Global gas demand will not be derailed by methane leaks.
Access Report

Shale growth has been slowing due to fears over the energy transition, as Permian upstream CO2 emissions reached a new high in 2019. We disaggregate the CO2 across 14 causes. It could be eliminated by improved technologies, making Permian production carbon neutral: uplifting NPVs by c$4-7/boe, re-attracting a vast wave of capital and growth. This note identifies the best opportunities.
Access Report

It is often said that Oil Majors should become Energy Majors by transitioning to renewables. But what is the best balance based on portfolio theory? We constructed a mean-variance optimisation model and find a c5-13% weighting to renewables best increases risk-adjusted returns. Beyond 35%, returns decline rapidly.
Access Report

Refining has the highest carbon footprint in global energy. Next-generation catalysts are the best opportunity for improvement: uniquely, they could cut refineries' CO2 by 15-30%, while also uplifting margins, which get obliterated by other decarbonisation approaches. Catalyst science is undergoing a digitally driven transformation. Hence this 25-page note outlines a new ESG opportunity around refining catalyst technologies. Industry leaders are also identified.
Access Report

Prioritising low carbon barrels will matter increasingly to investors, as they can reduce total oil industry CO2 by 25%. Hence, these barrels should attract lower WACCs, whereas fears over the energy transition are elevating hurdle rates elsewhere and denting valuations. In Guyana’s case, the upshot could add $8-15bn of NAV, with a total CO2 intensity that could be c50% below the industry average.
Access Report

What is the best way for investors to decarbonise the global energy system? Our new, 18-page report argues this outcome is achievable by 2050, but a new ‘venturing’ model is needed, to incubate better technologies. CO2 budgets can also be stretched furthest by re-allocating to gas, lower-carbon oil and lower-carbon industry. The biggest risk is "divestment", a grave mistake that makes decarbonisation near-impossible.
Access Report

Autonomous, electric delivery vehicles are emerging. They are game-changers: rapidly delivering online purchases to customers, creating vast new economic possibilities, but also driving the energy transition. They could eliminate 500MTpa of CO2, 3.5Mboed of fossil fuels and c$3trn pa of consumer spending across the OECD. The mechanism is a re-shaping of urban consumption habits, retail and manufacturing.
Access Report

Our new, 20-page note reviews seven technology themes that can eliminate 45Mbpd of long-term oil demand by 2050. We therefore find oil demand would plateau at 103Mbpd in the early-2020s, before declining gradually. Opportunities greatly outnumber risks for leading companies amidst this transition.
Access Report

Technology leadership is crucial in energy. It drives costs, returns and future resiliency. Hence, we have reviewed 3,000 recent patent filings, across the 25 largest energy companies. Our 34-page report outlines the "Top 10 Technology Leaders" in energy, ranging across each sub-sector.
Access Report

2019 has evoked resource fears in the shale industry. They are unfounded. Weak headline productivity is the benign result of changing completion designs. We review 350 technical papers from the shale industry in summer-2019 to rule out systemic issues. Underlying productivity continues improving at an exciting pace.
Access Report

The super-giant Mero field in pre-salt Brazil is not like its predecessors. It has a 2x higher gas cut, of which c45% is CO2. Handling the CO2 is critical. Hence, Petrobras, Shell, TOTAL and partners are pushing the boundaries of deepwater technology. We review four innovations, which can sway the field's value by $6bn.
Access Report

Equinor is deploying three world-class technologies to mitigate Johan Sverdrup’s decline rates, based on reviewing c115 of the company’s patents and dozens of technical papers. Our 15-page note outlines how its efforts may unlock an incremental $3-5bn of value, as production surprises to the upside.
Access Report

E-scooters can transform urban mobility, eliminating 2Mbpd of oil demand by 2030, competing amidst the ascent of “electric vehicles” and re-shaping urban economies. These implications follow from e-scooters having 25-50x higher energy efficiencies, higher convenience and c50% lower costs than gasoline vehicles, over short 1-2 mile journeys. Our 12-page note explores the consequences.
Access Report

Decarbonisation is often taken to mean the end of fossil fuels. It is more feasible simply to de-carbonise them, with next-generation combustion technologies. This 19-page note explores our top two opportunities: ‘Oxy-Combustion’ using the Allam Cycle and Chemical Looping Combustion. This means zero carbon coal & gas at competitive economics. Leading Oil Majors are supporting both.
Access Report

Distributed Acoustic Sensing (DAS) uses fiber-optic cables to "hear" along a shale well, meter-by-meter, in real time. It is transformational for optimising completions and now gaining critical momentum. Our new note outlines the technology, its maturation and how it can help double shale productivity. Economics work at $15/bbl. The service industry is disrupted. Leading companies in the space are screened.
Access Report

Aerial vehicles will do in the 2020s what electric vehicles did in the 2010s: going from a niche technology to a global mega-trend that no forecaster can ignore, improving mobility by 100x. The technology is advancing rapidly. Fuel economies and costs are transformational. Aerial vehicles accelerate the energy transition.
Access Report

There is only one way to decarbonise the energy system: leading companies must find economic opportunities in better technologies. No other route can source sufficient capital to re-shape the industry. We outline seven game-changing opportunities. Remarkably, leading energy Majors are already pursuing them.
Access Report

Will Shale-EOR add another leg of unconventional upside? The topic jumped into the ‘Top 10’ most researched shale themes last year, hence we have reviewed the opportunity in depth. Stranded in-basin gas will improve the economics to c20% IRRs (at $50 oil). Production per well can rise by 1.5-2x. The theme could add 2.5Mbpd to YE25 output.
Access Report

Next-generation technology in small-scale LNG has potential to reshape the global shipping-fuels industry. Especially after IMO 2020 sulphur regulations, LNG should compete with diesel. Opportunities in trucking and shale are less clear-cut.
Access Report

We model our 'top twenty' technology opportunities for offshore oil. These can double deep-water NPVs and improve IRRs 4-5%. To re-excite investment, it is crucial to harness the best technologies.
Access Report

Due to the limitations of mechanical recycling, 85% of the world’s plastic is incinerated, dumped into landfill, or worst of all, ends up in the oceans. An alternative, plastic pyrolysis, is on the cusp of commercialisation. We have assessed twenty technology solutions. Excitingly, this nascent opportunity can turn plastic back into oil, generate >30% IRRs on investment, and could displace 15Mbpd of future oil demand.
Access Report

Shale is a 'tech' industry. The technology keeps improving at an incredible pace. But Permian technology is improving fastest, extending its lead over other basins. There are our conclusions from assessing 300 technical papers across the shale industry in 2018.
Access Report

Energy transition is underway. Or more specifically, five energy transitions are underway at the same time. They include the rise of renewables, shale oil, digital technologies, environmental improvements and new forms of energy demand. This is our rationale for establishing a new research consultancy, Thunder Said Energy, at the nexus of energy-technology and energy-economics.
Access Report

Fears over the energy transition are now restricting investment in fossil fuels, based on our new paper, published in conjunction with the Oxford Institute for Energy Studies
Access Report

In 2018, we reviewed 250-years of energy transitions, arguing that another great energy transition is now on hand. It will take a century. We must also improve conventional energy.
Access Report

Our outlooks for coal, oil, gas, nuclear, wind and solar are balanced against global energy demand in this data-file. Energy shortages may deepen throughout the 2020s. Scenario testing shows possible resolutions from higher energy prices to "destroy demand" and more global gas.
Download

This data-file summarizes our latest thesis on ten commodities with upside in the energy transition. The average one will see demand rise by 3x and price/cost appreciate or re-inflate by 100%. The data-file contains a 6-10 line summary of our work into each commodity.
Download

Our LNG model estimates production volumes from each of 125 LNG facilities, including 'risking' estimates for pre-FID projects. The 2030 supply outlook can be swayed by 30MTpa. But near-term, we see devastating LNG shortages looming in the early 2020s.
Download

European gas demand would rise at its fastest pace in a quarter-century in the 2020s, if not for persistent under-supplies and high prices. Our model reflects a dozen input variables in the energy transition: e.g., renewables, electric vehicles, phasing out of coal, nuclear, and hydrogen.
Download

This model breaks down 2050 and 2100's global energy market, based on a dozen input assumptions. You can 'flex' these, to see how it will affect future oil, coal and gas demand, as well as global CO2 emissions. We reach 'net zero' by 2050. Even as fossil fuel demand rises 18%, gas demand trebles and renewables also reach c16%.
Download

Our models of the energy transition ease coal production back from 8GTpa in 2019 to 5GTpa by 2030, in the interests of decarbonization. However, this model explores what is required to meet this ambition. For 2022, we are worried about coal supply shortages.
Download

This data-file estimates global copper demand as part of the energy transition, rising from 27MTpa in 2019 to 75MTpa in our base case scenario. The largest contributor is the electrification of transport. You can stress test half-a-dozen key input variables in the model.
Download

This data-file estimates global demand for lithium as part of the energy transition. The market has already trebled from 23kTpa in 2010 to 65kTpa in 2020, while we see the ascent continuing to 500kTpa in 2030 and almost 2MTpa in 2050. 90% is driven by transport. Global reserves suffice to cover the demand.
Download

Our model calculates long-run oil demand to 2050, end-use by end-use, year-by-year, region-by-region across the US, the OECD and the non-OECD; as a function of 25 input variables, which you can flex. It also reflects our modelling of the COVID-19 pandemic. Our own scenario sees a plateau at c103Mbpd in the 2020s. 
Download

Global additions of wind and solar capacity need to treble by 2050, in order to meet rising global electricity demand, while also achieving our decarbonization roadmap. The challenge is compounded by counteracting decline rates and asset retirements. 85% of the growth is also outside of the US and Europe.
Download

This model contains our basin-by-basin shale forecasts, covering the Permian, Bakken and Eagle Ford. We model shale will be running 7Mbpd versus its pre-COVID potential in mid-2022. Improving well-productivity can still unleash c15Mbpd of US shale liquids by 2025.
Download

This is a model of China's total energy demand and CO2 emissions, from 2000-2060. Full decarbonization by 2060 is possible. But so is a 2.5x increase in emissions to 25GTpa. Which scenario unfolds depends more on consumption habits than on policy. Oil, gas, coal and renewables can all be stress-tested in the model.
Download

We have modelled how a CO2 price could decarbonize the United States, using a granular model of US emissions, looking commodity-by-commodity and sector-by-sector. A real $40/ton CO2 price, starting in 2021, escalating by 5% pa above inflation, could fully decarbonize the country by 2050.
Download

We bound the uncertainties in 2020-25 oil markets using a Monte Carlo approach. Our inputs are c45 supply-demand lines, modeled monthly to 2025, including their volatility. The market outlook is more balanced than any other time we have assessed it in the past few years. Prices should move sideways?
Download

We have modeled the global climate system from 1750-2065, to simplify the science of energy transition. 'Net zero' is achievable by 2050. Atmospheric CO2 remains below 450ppm, consistent with 2-degrees warming. Fossil fuel usage is 10% higher than today, but the fossil fuel industry is transformed.
Download

US gasoline is the largest component of global oil demand, at c9% of the market. Hence we have modelled the disruption from COVID-19. -2Mbpd of YoY demand destruction is not inconceivable. But when the market turns, it may also recover very quickly.
Download

Renewables would cap out at 40-50% of inflexible electricity grids, based on Monte Carlo analysis of wind, solar and batteries. Beyond 50%, new renewables' curtailment rates surpass 70%, trebling their marginal cost. Batteries also increase incentive prices by 5-25x. Natural gas and demand-shifting are the best backstops.
Download

This is a simple model of long-term LNG demand, extrapolating out sensible estimates for the world's leading LNG-consumers. On top of this, we overlay the upside from two nascent technology areas, which could add 200MTpa of potential upside to the market. Backup workings are included.
Download

This data-file provides an overview of 75 economic models constructed by Thunder Said Energy, in order to help you put numbers in context. The file shows how EBIT margins, cash margins, capex per ton, capex per kW and other financial ratios vary sub-sector by sub-sector, across power, fuels and manufacturing.
Download Model?

This model captures the economics of power factor correction via installing capacitor banks upstream of inductive loads. A 10% IRR is derived from a system costing $30/kVAR, reducing real power losses by 0.5%, thus saving on 8c/kWh electricity prices (75% of savings), $3.5/kW demand charges (15%) and a $20/ton CO2 price (10%).
Download Model?

This data-file captures the economics of producing sulphur from H2S via the Claus process, yielding an important input for phosphate fertilizers and metals. Cash costs are $40-60/ton and marginal costs are $100/ton. CO2 intensity is low at 0.1 tons/ton. Data-file explores shortages in energy transition?
Download Model?

This data-file approximates the costs of battery-grade lithium from brines, via traditional salars the emerging technology of direct lithium extraction. Costs are c40-60% lower than mined lithium in ($/ton of lithium carbonate equivalent). CO2 intensity is 50-80% lower (in kg/kg).
Download Model?

This data-file captures simplified costs for producing battery-grade graphite (i.e., 99.9% pure, coated, spheronized graphite) in an integrated facility, from mine to packaged output. Our marginal cost is estimated at around $10,000/ton for a 10% IRR. CO2 intensity varies but averages 10kg/kg.
Download Model?

This data-file captures the economics of producing urea, an important fertilizer and intermediate material. We estimate a marginal cost of $325/ton, based on $2/mcf-e energy inputs. CO2 intensity is 1.5 tons/ton. But costs will increase well above $800/ton during times of energy shortages.
Download Model?

This data-file captures the economics of constructing an oil storage terminal (aka a "tank farm"). A typical facility needs to charge a $1.5/bbl storage spread to earn a 10% IRR over a 30-year life. Capex costs per kWh of energy are 97% lower than grid-scale batteries. It may become more challenging to finance new facilities in the energy transition.
Download Model?

This data-file captures the economics of producing formaldehyde, one of the 'top 50' commodity chemicals intermediates (MDF, wind turbine blades, disinfectants). Marginal cost is $500/ton, a direct linear function of gas prices. Embedded CO2 is 0.75 tons/ton, of which 90% is from methanol inputs.
Download Model?

This model captures the economics of producing battery-grade nickel (e.g., Class I, nickel sulphate) at a metallurgical processing facility. Marginal cost is likely around $11,500/ton in order to generate a 10% IRR, in a process emitting 14 tons of CO2 per ton of product. Numbers vary.
Download Model?

This is a simple model, to break down the $30k sales price of a typical mass-market automobile. c25% accrues to suppliers, c20% is sales taxes, c20% is dealer costs/logistics, c10% employees, c10% material inputs, c10% O&M, 1% electricity and c5% auto-maker margins. Prices may inflate 60% amidst industrial shortages.
Download Model?

Paper is made by boiling wood-dust to extract cellulose fibers, then forming and drying this fibrous slush. A large new paper mill must charge $700/ton for a 10% IRR. The controversy is CO2 intensity, which is 0.4kg/kg from fossil energy, and 2.4kg/kg if you count the CO2 from burning wood residues too.
Download Model?

This data-file captures the economics for a fuel-retailing "petrol station" to earn a 10% IRR. A typical EBIT margin is 17c/gallon; with a c6% margin on direct fuel sales; plus 10-20% of revenues from convenience retail at a higher, c25-30% margin.
Download Model?

This data-file captures the economics for a typical LNG regas facility. We estimate that a fixed plant with 75-80% utilization requires a spread near to $0.5-0.8/mcf on its gas imports, in order to earn a 5-10% IRR. But there is asymmetric upside amidst gas shortages.
Download Model?

This data-file models the economics of producing glass fiber, the key component in fiberglass for wind turbines; but also a light-weight insulating material. Marginal cost is likely $2,000/ton, with a CO2 intensity of 1.5 tons/ton. Some Chinese product is 50% cheaper but 2x more CO2 intensive.
Download Model?

This data-file captures steel production from the reduction of iron ore in a blast furnace and basic oxygen furnace. Our base case is a marginal cost of $550/ton and 2.4 tons/ton of CO2. Decarbonization options such as hydrogen can be stress-tested.
Download Model?

This data-file captures the costs of liquefying CO2 for transportation in a ship, rail car or truck, to promote smaller-scale CCS. Our baseline is a cost of $15/ton, using c100kWh of energy per ton of CO2, which is approximately equivalent to a c3% energy penalty. There is scope for optimization.
Download Model?

Coal is ridiculously cheap, providing thermal energy at around 1c/kWh while also generating a 10% IRR on new investment. But CO2 intensity is also very high at 0.55kg/kWh (thermal basis). Capex, opex and cost breakdowns are in the data-file.
Download Model?

Variable frequency drives optimize the operating speeds of electric motors. Average energy saving are 34% and average costs are $250/kW. Hence our modelling calculates >15% IRRs installing a VFD at a typical industrial motor. This data-file captures the economics.
Download Model?

This data-file captures the costs of installing a synchronous condenser, downstream of a renewable power facility, to emulate the inertia, reactive power and short circuit power from conventional generators. 1.0 - 2.5 c/kWh of costs may be added to the power supplies flowing out of the SC.
Download Model?

There are around 50,000 giant mining trucks in operation globally. The largest examples are 15m long, 10m wide, 8m high, can carry around 350-450 tons and reach top speeds of 40mph. This data-file captures the economics, costs and inflationary impacts of decarbonization.
Download Model?

This data-file breaks down the cost of shipping cryogenic cargoes in seaborne tankers. LNG costs $1-3/mcf while liquid CO2 costs $5-50/ton. The most important input variable is transport distance. Although switching to e-fuels (green hydrogen, ammonia, methanol) doubles total cost.
Download Model?

This data-file estimates the economics of a passenger jet, over the course of its life: i.e., what ticket price must be charged to earn a 10% IRR after covering the capex costs of the plane, fuel costs, crew, maintenance and airport and air traffic charges. Decarbonization is challenging.
Download Model?

This data-file models the total costs of shipping a container c10,000 nautical miles from China to the West, in a 20,000 TEU vessel. Emerging fuels can lower the CO2 intensity of shipping from their baseline of 0.15kg/TEU-mile, by 60-90%, but freight costs inflate by 30%-3x.
Download Model?

We estimate a marginal cost of $25/kg for a 10% IRR at a new carbon fiber plant. The process will emit 30 tons of CO2 per ton of carbon fiber if powered by gas and electricity. This data-file traces the value chain, the CO2 intensity and the production costs.
Download Model?

Ammonia production explains over 1% of global emissions. Our model derives a marginal cost of $450/ton, with a CO2 intensity of 2.4 tons per ton. The best decarbonization option is nature based solutions, as the data-file stress-tests CO2 abatement options, such as cleaner hydrogen inputs.
Download Model?

It is not unimaginable that copper prices could reach $15,000/ton in an aggressive energy transition scenario. This data-file models the economics, and quantifies 4kg of CO2 emissions per kg of copper production, across a typical supply chain.
Download Model?

This data-file quantifies the economics of producing lithium carbonate from spodumene in mined pegmatites. We estimate a price of $12,500/ton lithium carbonate price is likely needed for a 10% IRR in today's China-heavy value chain, which emits 50kg of CO2 per kg of lithium.
Download Model?

This data-file approximates the costs of absorption chillers, which perform the thermodynamic alchemy of converting waste heat (e.g., from a CHP turbine) into coldness. This will be increasingly important to shore up future, renewables-heavy grids. 10% IRRs can also be generated with $50/ton CO2 abatement costs.
Download Model?

Turquoise hydrogen is produced by thermal decomposition of methane at high temperatures, from 600-1,200◦C. Costs can beat green hydrogen. This data-file quantifies the economics (in $/kg), how to generate 10% IRRs, possible capex costs, and remaining challenges for commercialization.
Download Model?

We estimate that a typical landfill facility may be able to capture and abate 70% of its methane leaks for a CO2-equivalent cost of $5/ton. Other landfill gas pathways get more complex and expensive. Raw and unprocessed landfill gas can be economical to commercialize at a cost of $2-4/mcfe.
Download Model?

This model breaks down the costs of photovoltaic silicon, which explains $0.1/W of a $0.3/W solar panel. There is no way silicon producers are making economic returns below $12.5/kg mono-crystalline polysilicon prices. The average kg of PV silicon in a solar panel is also most likely associated with 140kg of direct CO2.
Download Model?

This data-file models the economics of recycling spent lithium ion batteries, taking in waste cells, and recovering materials such as cobalt, nickel, manganese, copper, aluminium, lithium and steel. It currently looks challenging to generate acceptable IRRs without charging a disposal fee in the range of $1,700-2,000/ton. This could change through more automated processes.
Download Model?

Our base case for producing high density polyethylene (HDPE) from ethylene requires pricing of $1,250/ton for a 10% IRR on a new greenfield plant. CO2 intensity is 0.3 kg/kg. However temperatures and pressures can vary vastly for different polymers, moving energy economics accordingly.
Download Model?

This data-file captures the economics of producing bio-ethylene by dehydration of ethanol. We estimate an ethylene price of $1,600/Tpa is required for a 10% IRR, which is almost 2x higher than a conventional ethane cracker. In a best case scenario, costs could fall below $1,000/ton.
Download Model?

This data-file captures the economics of producing ethanol from corn. Our base case requires a price of $1.6/gallon of ethanol for a 10% IRR on a new greenfield plant, equivalent to $2.4/gallon gasoline. 40% of the US corn crop is diverted into biofuels, but the rationale is marginal.
Download Model?

This data-file captures the energy economics of aluminium production via electrolysis, breaking down the costs line-by-line. The overall process emits 10kg of CO2 per kg of aluminium. 10% IRRs are achievable at recent prices of $2.3/kg. But challenges are illustrated for environmental policy.
Download Model?

Liquid transport fuels with almost no CO2 emissions could be created from renewable energy, by electrolysing water and CO2, then combining the hydrogen and CO, e.g., via Fischer Tropsch. This simple models stress tests the economics. Our base case estimates are for costs between $400-600/bbl ($10-14/gallon).
Download Model?

This data-file captures the economics of gas-to-liquids via Fischer-Tropsch. Our base case requires $100/bbl realizations for a 10% IRR on a US project. You can stress-test the economics as a function of gas prices, capex costs, thermal efficiencies, et al, in the data-file.
Download Model?

This model requires a $7.5/bbl upgrade spread to earn a 10% IRR across a new hydrocracking or hydrotreating unit. CO2 emissions are around 25kg/bbl. Green hydrogen could be used for decarbonization, but it would require 3x higher upgrading spreads to remain economical.
Download Model?

This model captures the economics of a conventional waterflood project, in order to maintain reservoir pressure at maturing oilfields. Our base case calculations suggest 30% IRRs at $40/bbl oil, on a project costing $2.5/boe in capex and $1/bbl of incremental opex costs.
Download Model?

Biochar is a carbon negative material, according to our accounting, locking as much as 0.5kg of CO2 into soils per kg of dry biomass inputs. It can also be highly economical, with a base case IRR of 25%. Our full model allows you to stress-test input assumptions.
Download Model?

This data-file captures the economics of ocean carbon sequestration using seaweeds and kelps, which generate 20T of dry biomass per acre per year, of which c10% is naturally sequestered in the deep ocean. $400/ton revenues are needed for 10% IRRs, but dry kelp realizations are 10x more important than CO2 prices.
Download Model?

This data-file disaggregates the marginal costs of a new uranium mine, as a simple function of uranium prices, ore grade, capex and opex. Our base case is a marginal cost of $60/lb for a 10% IRR. Cash costs range from $7-40/lb. But lower ore grades can easily require $90/lb uranium to justify investment.
Download Model?

A CO2 price of $130/ton is needed to earn a 10% IRR on a US mangrove restoration project. c30% is the cost of labor and c30% is land leasing. But costs in the emerging world are lower, at $15-35/ton. They can be as low as $3/ton in the best cases, if restoring nature is treated as a charitable cause rather than an investment.
Download Model?

Air separation units are crucial in metals, materials and medicine. But they consume 1% of all global energy. An oxygen price of $120/ton is required to generate a 10% IRR. Electricity comprises 90% of total costs. Hence ASUs are an excellent candidate to absorb intermittent renewables.
Download Model?

A typical onshore wind project requires a 6-7c/kWh power price and a $50/ton CO2 price to generate an unlevered IRR of 10%. Investors may be inclined to view 5-6% IRRs, lowering the incentive price to 5-6c/kWh even without a carbon price. The main cost is capex, which is disaggregated across 30 inputs.
Download Model?

A typical hydro project requires a 10c/kWh power price and a $50/ton CO2 price to generate an unlevered IRR of 10%. 80% of the cost is capex. Hence at a 6% hurdle rate, the incentive price falls to 6c/kWh. Cash opex is 2c/kWh. CO2 intensity is effectively nil, even after reflecting the construction energy.
Download Model?

This data-file captures the economics of ethane-cracking to produce ethylene. A typical US Gulf Coast facility could generate 15% IRRs at typical capex cost of $1,135/Tpa. CO2 intensity can be as high as 1.7T of CO2 per ton of ethylene, or potentially much lower depending on the facility's energy efficiency.
Download Model?

Electric arc furnaces generate enormous amounts of heat to recycle scrap steel, with 85% lower CO2 emissions than primary steel production. Our base case model yields a 15% IRR at $475/ton steel prices and a 10c/kWh power price. However, IRRs could be uplifted 2-6pp by integrating with renewables.
Download Model?

Our base LNG case project is likely to earn a c10% real IRR at $7.5/mcf delivered gas and $750/Tpa capex. But the result is highly sensitive to c8 in put variables, which you can flex in this illustrative model, including LNG prices, capex, opex, utilization, thermal efficiency, and LNG shipping costs.
Download Model?

This data-file models the economics of vertical greenhouses, for growing greens, fruits and vegetables close to the consumer, in large multi-story facilities, lit by LED lighting. Our base case yields 10% IRRs off $1.25k/m2 capex and 50kg/m2/year yields. CO2 intensity depends heavily upon the CO2 intensity of the underlying grid.
Download Model?

This data-file is captures the costs of CO2-enhanced oil recovery, which can lower the total CO2 intensity across the oil industry by 50-100%, while economically storing CO2. We calculate 10% IRRs are attainable under our base case assumptions at $50/bbl oil prices and $20/ton CO2 prices. The work includes a full cost breakdown.
Download Model?

This data-file captures the costs of producing cross-laminated timber, a fast-growing construction material that is c80% less CO2-intensive when substituted directly for traditional building materials such as concrete and steel. The economics are also exciting: We find potential to generate 20% IRRs.
Download Model?

This data-file breaks down the economics of US shale gas, in order to calculate the NPVs, IRRs and gas price breakevens. There is a perception that the US has an infinite supply of gas at $2/mcf, but rising hurdle rates and regulatory risk may require higher prices.
Download Model?

This model captures the economics and CO2 intensity of methanol production in different chemical pathways. We find exciting potential for bio-methanol and blue methanol. These are logistically simple substitutes for oil products, but with lower carbon content. Full cost breakdowns can be stress-tested in the data-file.
Download Model?

Carbon monoxide is an important chemical input for metals, materials and fuels. Could it be produced by capturing CO2 from the atmosphere or using the amine process, then electrolysing the CO2 into CO and oxygen? We find 10% IRRs could be achievable at $800/ton, competitive with conventional syngas.
Download Model?

This data-file models the economics of electric vehicle chargers, by disaggregating the costs of different charger types. Economics are most favorable where they lead to incremental retail purchases and for faster chargers. Economics are least favorable around apartments, charging at work and for slower charging speeds.
Download Model?

A ground source heat pump approximately doubles the efficiency of home heating and cooling, through heat-exchange with the shallow earth, which remains at 10-15°C temperatures year-round. This data-file captures the cost and CO2 savings.
Download Model?

This data-file captures the economics of geothermal heat and power, built up as a function of drilling costs, pumping costs and power-cycle costs. Our base case numbers are calculated both for geothermal hotspots and for the exciting, next-generation technology of deep geothermal power.
Download Model?

This model breaks down the economics of US shale, including a granular build-up of capex costs across 18 different categories. Our base case requires a $40/bbl oil price for a 10% IRR at a $7.0M shale well with a 1.0 kboed IP30. Economics range from $35-50/bbl. They are most sensitive to productivity.
Download Model?

This data-file captures the economics of producing wood pellets, generating electricity from biomass, and potentially also building a further CCS facility to yield 'carbon negative power' (which is nevertheless more CO2 intensive than burning gas!). Our numbers are backstopped by industry data, including 340 US biomass plants.
Download Model?

This data-file models the economics of turbo-charging gas turbines, which increases the mass flow of combustion air, to improve their power ratings by c10-20%. IRRs are solid. Turbo-charged gas turbines could thus gain greater share as grids become saturated with renewables
Download Model?

This model captures the economics of transporting electricity (e.g., wind and solar), over vast distances, using high voltage direct current power cables (HVDCs). Our base case shows a 3-10c/kWh transportation spread is required to earn a 10% levered IRR on 1,000-mile cable.
Download Model?

This data-file explores an alternative design for a combined cycle gas turbine, re-circulating exhaust gases after combustion, in order to facilitate CO2 capture. Costs and operating parameters are summarized from recent technical papers. Even with EGR, it will be challenging to decarbonize a gas turbine for less than $100/ton.
Download Model?

This data-file captures the economics of blue hydrogen production via reforming natural gas: either steam-methane reforming or auto-thermal reforming. Costs and operating parameters are compiled from technical papers. Blue hydrogen can be cost-competitive with CCS, while overall costs are most sensitive to gas prices.
Download Model?

This data-file models the economics of capturing CO2 from exhaust flues using the amine process. Our base case estimate is informed by five tabs of cost data and technical papers, but all of the input assumptions can be flexed to stress-test costs. Total costs rise exponentially if it is necessary to capture CO2 from more diffuse sources.
Download Model?

This data-file models the energy economics of a combined heat and power installation, to provide electricity and heating behind the meter, in lieu of purchasing electricity from the grid. Economics are strong, especially for larger units. CO2 emissions can also be reduced by 5-30% due to high efficiency.
Download Model?

This data-file captures the energy economics of an Organic Rankine Cycle to recover low-grade waste heat (at 70-200C) from an industrial facility, or in the geothermal industry. A CO2 price of $50-75/ton could greatly accelerate adoption and improve the efficiency of industrial facilities.
Download Model?

Green hydrogen could be converted into ammonia, shipped like LPGs, then cracked back into green hydrogen in a developed world country. The best case costs are around $10/kg, while generating an IRR of 10%, with full, round-trip energy efficiency of c60%.
Download Model?

We model the economics of afforesting deserts by desalinating and distributing sufficient water for trees to grow.  The best economics are achievable in the Permian, with 10% IRRs at $30/ton CO2 prices. But the energy economics cannot work to green the world's most hyper-arid deserts, such as the Sahara.
Download Model?

We have modelled the relative economics of different truck fuels. The incumbent, diesel, is compared with alternatives, such as hydrogen, LNG, Compressed Natural Gas and LPG, across 35 different metrics. Carbon-offset diesel is still the most economical trucking fuel.
Download Model?

This model captures the costs of storing hydrogen, which appear to be much higher than storing natural gas. We estimate a $2.50/kg storage spread may be needed to earn a 10% IRR on a $500/kg storage facility, while costs could be deflated to $0.5/kg if nearby salt caverns are available and projects are large and efficient.
Download Model?

This model captures the energy economics of a pipeline carrying oil or water. It computes the required throughput tariff (in $/bbl) to earn a 10% IRR, plues the energy (in kWh/bbl) and CO2 intensity (in kg/bbl) of flow, after optimizing the pipeline's diameter, using simple fluid mechanics.
Download Model?

This model captures the energy economics of a pipeline carrying natural gas, CO2 or hydrogen. It computes the required throughput tariff (in $/mcf or $/kg) to earn a 10% IRR. Hydrogen tariffs must be 2x new gas pipelines and 10x pre-existing gas pipelines. CO2 disposal is more economic at scale.
Download Model?

This data-file contains our numbers and analysis into the energy economics of phase change materials: an emerging class of materials, which can store and release heat by changing from solid to liquid phases. We quantify costs, IRRs and energy consumption of typical cold storage facilities.
Download Model?

5bn tons of desalinated water are produced each year, absorbing 250 TWH of energy, or 0.4% of the world's total energy. These numbers have already doubled since 2005 and could rise sharply in the future. Hence, this model quantifies the energy economics of desalination via reverse osmosis, which requires 3.6kWh of energy per m3 of desalinated sea-water.
Download Model?

This data-file summarizes the sensitivity of power projects to capital costs, across gas, coal, nuclear, wind, solar, hydro and hydrogen. We suspect many wind and solar projects are being financed at lower WACCs (c5%) than conventional gas projects (at c10%). The sensitivity of wind and solar projects to capital costs is also 4.5x higher.
Download Model?

Industrial heat comprises around 20% of global CO2 emissions, but around half of all heat generated may ultimately be wasted. Hence, this model simplifies the economics of using a heat exchanger to recover waste heat. A CO2 price above $50/ton would greatly accelerate waste heat recovery projects.
Download Model?

c150bcm of gas was flared globally in 2019. This data-file simplifies the economics of capturing flare gas. Generally, double-digit IRRs are achievable at large new shale pads. But costs are more challenging at smaller sites, remote pads or for contaminated gas. Carbon prices would dramatically improve economics. A $100/ton CO2 price could potentially eliminate US flaring.
Download Model?

Our base case is that a US renewable diesel facility must achieve $4.6/gallon sales revenues (which is c$200/bbl) as it commercializes a product with up to 75% lower embedded emissions than conventional diesel. Similarly, a bio-diesel facility must achieve $3.6/gallon sales on a product with 60% lower embedded emissions.
Download Model?

Switching coal-to-gas achieves c20% of the decarbonization to reach net zero CO2 by 2050. This data-file stress-tests the economics. A CO2 price of $10-40/ton is required to incentivize switching amongst pre-existing capacity. The largest challenge is to incentivize new gas-fired capacity, particularly in the emerging world.
Download Model?

This data-file models the energy economics of constructing new electric rail lines, to displace automobile traffic and accelerate the energy transition. Electric rail saves around 1kT of CO2 per track-mile per year. But capex costs are challenging. Double digit returns may be achievable on large lines, outside the United States. CO2 prices do not materially help.
Download Model?

District heating can lower CO2 intensity, by piping waste heat from power generation or industry to consumers. Costs can vary by a factor of 10x. But our base case estimates a 10% IRR at 10c/kWh retail heating price. Please download the model to flex gas prices, household consumption rates or costs.
Download Model?

We have modelled the economics of a green hydrogen project, electrolysing water using renewable energy. An H2 price of $7/kg ($60/mcfe) is required to earn a 10% return. Costs data are captured. The most challenging input variable is not capex cost or efficiency, but utilization rate, if the project is to be truly green.
Download Model?

Greater decarbonization at a lower cost is achievable by burying biomass (such as corn or sugarcane) rather than converting it into bio-ethanol. This model captures the economics. Detailed costs and CO2 comparisons are shown under different iterations. 
Download Model?

Under our base case estimates, a $130/ton CO2 price is required to achieve passable economics and incentivize rooftop solar heaters. Once installed, solar heaters save around 1T of CO2 per household per year and lower water heating bills by 50-80%. This data-file models the economics.
Download Model?

We model the economics for conservation agriculture to restore soil carbon. 5-30T of CO2 can be sequestered per acre per year, while deflating farm costs by 36-73% and raising yields 10-20%. This would transform crop-growing economics from marginal to material.
Download Model?

Biogas screens as a relatively expensive source of energy. Our project model requires $20/mcfe gas, a $50/ton CO2 price and a $50/ton tipping fee, in order to make a 10% unlevered return on a $430/Tpa plant. The economics are most sensitive to tipping fees. CO2 abatement costs via biogas are very high.
Download Model?

Costs of disposing of CO2 are extremely variable and project-dependent, ranging from $5-50/ton, with a base case of $22.5/ton. This is the disposal price needed to earn a 10% post-tax IRR, transporting, injecting and monitoring CO2 in the subsurface.
Download Model?

Residential heating will likely cost 5-30c/kWh, with a CO2 intensity of 0.1-0.4 kg/kWh. Gas fired boilers are lowest cost, even after paying $50/ton for carbon offsets. Electric heat pumps are most efficient. Oil furnaces and electric heaters are higher-cost and higher-carbon. The numbers can be stress-tested in this data-file.
Download Model?

We model Direct Air Capture of CO2 is likely to cost $150-300/ton, based on granular data on its capex, opex and energy-intensity. This data-file outlines the process, our key conclusions, and allows you to stress-test your own input assumptions.
Download Model?

The economic benefits of working remotely are between $5-16k per employee per year, as modelled in shit data-file. Hence we quantify that remote work could step up to displace 30% of all commutes from a typical developed world economy by 2030. The conclusions are substantiated using US data.
Download Model?

Natural gas can be decarbonized for a $1/mcf premium, which is used to seed new forests. Attractive cash flows and economics are modelled here. c50% of the carbon premia are dedicated to a carbon fund. It guarantees future CO2 obligations, optimizes emissions reductions, and finally disburses remaining funds.
Download Model?

This model estimates the line-by-line costs of an FPSO project, across c45 distinct cost lines (in $M and $/boe). We estimate c$750M of cost savings for a tieback, and c$500M of cost savings for a fully subsea development, as compared against a traditional project with a traditional production facility.
Download Model?

The model presents the economic impacts of developing a typical, 625Mboe offshore  gas condensate field using a fully subsea solution, compared against installing a new production facility. The result is a c4% uplift in IRRs, a 50% uplift in NPV6 and a 33% reduction in the project's gas-breakeven price. The economics are attractive.
Download Model?

Oxy-combustion is a next-generation power technology, burning fossil fuels in an inert atmosphere of CO2 and oxygen. It is easy to sequester CO2 from its exhaust gases, helping heat and power to decarbonise. We argue that IRRs can be competitive with conventional gas-fired power plants. 
Download Model?

A fuel-retail station can uplift its FCF and valuation by c15-25% by offering CO2-offsets at the point of sale, alongside selling fuel. Gross profits from selling $50/ton carbon credits may be around 3x the typical EBIT margins of retail stations, hence we explore a particular sales model that can double fuel retail NPVs.
Download Model?

This model quantifies the economics and carbon-costs of a US forestry project, purchasing pasture, and converting it into forest-land. Our base case is for a 10% IRR at a $50/ton carbon price. You can stress test the economics as a function of 23 input variables.
Download Model?

This model indicates the economics of a typical utility-scale solar project, as a function of a dozen input assumptions. Our base case shows utility scale can be extremely economic. But incentive prices rise c3c/kWh if solar penetration is already high, and 5-7c/kWh in less sunny locations.
Download Model?

Molten Carbonate Fuel Cells could be extremely promising, generating electrical power from natural gas as an input, while also capturing CO2 from industrial flue gases through an electrochemical process. We model competitive economics. Our model runs of 18 input variables, which you can stress-test.
Download Model?

This model shows the full-cycle cost of storing a kWh of electricity, across ten technologies that can backstop renewables, including lithium ion batteries and redox flow batteries. Pumped storage currently screens as most economical, by a factor of 3x, while backstopping solar is 3x less costly than backstopping wind.
Download Model?

This data-file models the economics of constructing a new fuel-cell power project: generating electricity from grey, blue or green hydrogen. The model is based on technical papers and past projects around the industry. Economics look challenging. Our base case estimate is a 24c/kWh incentive price.
Download Model?

This data-file models the economics of constructing a new gas-to-power project, based on technical papers and past projects around the industry. A dozen input variables can be flexed, to stress test economic sensitivity. A strong role for gas is suggested in baseload generation, with costs effectively doubling, if turbines are marginalized merely to backing up renewables.
Download Model?

Greenfield coal-to-power economics vary markedly by region. IRRs can reach 30% in emerging markets with low capex costs, high utilization and no carbon prices. But they fail to return their capital costs under developed world air standards and $25/ton CO2 pricing. Please download the model to stress-test the economics.
Download Model?

We model the economics of constructing a new nuclear power project, based on technical papers and past projects around the industry. The challenge is high capex costs and long construction cycles. This means that a CO2 price of $270/ton is required before new nuclear outcompetes new gas-power plants.
Download Model?

Could the rise of reforestation initiatives erode the value of renewable diesel? This data-file calculates purchasing CO2-credits to decarbonise diesel could cost 60-90% less than purchasing renewable diesel, at current pricing. Economically justified premia for biofuels are calculated.
Download Model?

We model the economics of powering an oil platform from shore, using cheap renewable power instead of traditional gas turbines. This can lower upstream CO2 emissions by by around 70%, saving 5-15kg/bbl, for a cost of $50-100/ton. NPVs can be positive with low WACCs and high gas prices, but the primary aim is low-cost decarbonisation.
Download Model?

This data-model calculates risk-adjusted returns for different portfolio weightings in the energy sector, as companies diversify across upstream, downstream, chemicals, corporate; and increasingly, renewables and CCS. A set of optimal portfolio allocations are calculated, which maximise Sharpe ratios. You can also stress-test your own inputs.
Download Model?

Refineries emit 1bn tons pa of CO2, or around 30kg per bbl of throughputs. Hence this model tests the relative costs of retro-fitting carbon capture and storage (CCS), to test the economic impacts. c10-20% of emissions will be lowest-cost to capture. The middle c50% will cost c3x more. But the final 25% could cost up to 5x more. These numbers are compared against typical refining margins.
Download Model?

We have modeled out simple economics for Northern Lights, the most elaborate CCS scheme proposed by the energy industry (Equinor, Shell, TOTAL). The project involves capturing 1.3-1.5MTpa of industrial CO2, shipping it, piping it 110km offshore, then injecting it 3,000m below Norway's seabed. Costs are expensive. But phase 2 could benefit from scale, offering "CO2 storage" below the European carbon price.
Download Model?

What if it were possible to displace diesel from high-cost, high-carbon island grids, by charging up large batteries with gas- and renewable power, then shipping the batteries? We model the economics to be cost-competitive, while CO2 emissions can be halved. Futher battery cost deflation will also help.
Download Model?

We have modeled the economics for the full development of Exxon, Hess and CNOOC-Nexen's Stabroek block in Guyana, FPSO by FPSO. The data-file includes the field's ultimate value, resource volumes, production volumes, cash flows, capex and per-barrel economics. Sensitivities can also modeled as a function of oil prices, WACCs and resources. 
Download Model?

We have tabulated energy economics on 15 commercial drones and run the equations of flight on Amazon's "Prime Air" solution. We conclude that drone delivery will use 90% less energy, 99% less cost and 90% lower carbon than is typical in current last-mile truck deliveries. Please download the model for all of the numbers.
Download Model?

Shell filed 42 distinct new patents around GTL in 2018. This data-file reviews them, showing how the broad array of GTL products confers defensiveness and downstream portfolio benefits. Hence, we have modeled the economics of "replicating" Pearl GTL in Texas. Our base case is a 11% IRR taking in 1.6bcfd of stranded gas from the Permian.
Download Model?

We model the economics for CO2-EOR in shales, after interest in this topic spiked 2.3x YoY in the 2019 technical literature. We see 15% IRRs in our base case, creating $1.6M of incremental value per well, uplifting type curves by 1.75x. Greater upside is readily possible. Most exciting is the prospect for Permian EOR to become the "lowest CO2 oil" in the market.
Download Model?

We have modeled Equinor's flagship, 816MW "Empire wind" project, an exciting development off New York, comprising 60-80 x c10MW wind turbines, each as tall as the Chrysler building. Base case IRRs are c5%, at current wholesale power prices of 5.6c/kWh. But they can be uplifted to 10% via power-marketing, cost-deflation, leverage, carbon prices and feed-in tariffs. 
Download Model?

We have modeled the economics of the Mero oilfield (formerly known as Libra), using public disclosures and our own estimates. Our model spans >250 lines of inputs and outputs, so you can flex key assumptions. In particular, we have tested the impact of different gas bottleneck scenarios on the field’s NPV.
Download Model?

In 2019, the virtues of switching diesel-powered frac fleets to gas-powered electric have been extolled by companies such as EOG, Shell, Baker Hughes, Halliburton, Evolution and US Well Services. The chief benefit is a material cost saving, quantified  per well in this data-model, as a function of the frac fleet size, its upgrade costs, its … Continue reading "Dreaming of Electric Frac Fleets?"
Download Model?

This data-file compares diesel trains, electric trains and hydrogen trains, according to their energy consumption, carbon emissions and fuel costs. The energy economics are best for electrifying rail-lines. Hydrogen costs must deflate 25-75% to be cost-competitive.
Download Model?

We have modelled the economics of Equinor's Johan Sverdrup oilfield. Our model spans >250 lines of inputs and outputs, so you can flex key assumptions. In particular, we have tested the impact of different decline rates and recovery factors on the field's ultimate value.
Download Model?

This workbook contains all our modelling on the energy economics of e-scooters; a transformational technology for urban mobility. Included are our projections of per-mile costs, energy-economics, battery charging times, new electricity demand and displacement of oil demand.
Download Model?

We estimate a typical deepwater oilfield could save $15-20/bbl by "de-manning", if implemented correctly. This data-file contains our workings, across 15 cost lines, based on recent design work from Technip-FMC.
Download Model?

We model the relative economics of hydrogen cars, which are c85% costlier than US gasoline in our base case. In Europe, c20% cost-deflation could bring hydrogen cars close to competitiveness.
Download Model?

This model calculates costs per passenger-kilometer for transportation, based on input costs. Aerial vehicles could compete with taxis as early as 2025. By the 2030s, their costs can be c60% below car ownership.
Download Model?

Small-scale LNG technologies can be economic at $10/mcf, generating 15% pre-tax IRRs, off $3/mcf input gas. This data-file tabulates the line-by-line costs of typical small-scale LNG technologies (SMRs, N2 expansion). Against this baseline, we model a more cutting-edge technology, which preserves strong economics at c25x smaller scale.
Download Model?

Re-fracturing Permian and Eagle Ford shale wells holds potential at higher oil prices. Our base case assumes $0.5M NPV/well uplifts, and $45/bbl breakevens. Higher prices and process-enhancements can unlock $2-3M of NPV10/well. Oxy and Devon lead the technical literature.
Download Model?

This data-file provides line-by-line cost estimates for LNG as a shipping fuel, for trucked LNG, small-scale LNG and bunkered LNG. After IMO 2020 regulations buoy diesel pricing, it should be economical to fuel newbuild ships with small-scale LNG; and in the US it should be economical to convert pre-existing ships to LNG. 
Download Model?

There is upside for natural gas, as EV penetration rises: we model that gas turbines can economically power fast-chargers for 13c/kWh. Carbon emissions are lowered by c70% compared with oil. And the grid is spared from power demand surges. Download our data-file to stress-test the sensitivities.
Download Model?

This data-file quantifies the impact that technology can have on offshore economics. A typical offshore oilfield is modelled across 250 lines. The project is then re-modelled capturing our "top twenty" offshore technologies, to quantify the potential improvement: a doubling of NPV6, and a c4-5% improvement in IRR.
Download Model?

We estimate thermo-plastic composite riser costs line-by-line. Savings should reach 45%. The file also includes a complete history of TCP installations to-date, as this technology's adoption continues.
Download Model?

We have modelled the economic uplift of extra digital instrumentation on a typical Permian well. At $50/bbl oil, c$0.4M of extra instrumentation costs, which add 10% to well-productivity, will raise overall NPV by $1M and IRR by 5pp per well.
Download Model?

This data-file models the economics of Eni's Slurry Technology, for hydro-converting heavy crudes and fuel oils into light products. It is among the top technologies we have reviewed for the arrival of IMO 2020 sulfur regulation, achieving >97% conversion of heavy fractions.
Download Model?

>30% IRRs should be attainable converting waste-plastic back into oil, based on disclosures from technology-leaders in the sector. This economic model allows for stress-testing of product prices, input costs, gate fees, capex, opex, utilisation and fiscal regimes.
Download Model?

We estimate that a dual-fuel shale rig, running on in-basin natural gas would save $2,300/day (or c$30k/well), compared to a typical diesel rig. This is after a >20% IRR on the rig’s upgrade costs. The economics make sense. However, converting the entire Permian rig count to run on gas would only absorb c100mmcfd: not much … Continue reading "Should the shale rigs switch to gas-fuel?"
Download Model?

This data-file compiles all of our insights into publicly listed companies and their edge in the energy transition: commercialising economic technologies that can advance the world towards 'net zero' CO2 by 2050. As of May-2022, we have 260 differentiated views on 140 public companies.
Download Screen?

This data-file presents the 'top 40' private companies out of several hundred that have crossed our screens since the inception of Thunder Said Energy, looking back across all of our research. Our rankings are based on economics, technical readiness, technical edge, decarbonization and our own depth of analysis.
Download Screen?

The global HVDC market is $10bn pa, and it might typically cost c€100-600 M to connect a large and remote renewables project to the grid or run a small HVDC inter-connector. This data-file reviews the market leaders in HVDC, based on 5,500 patents. A dozen companies stand out, with c$40bn of combined revenues from power transmission projects.
Download Screen?

This data-file screens 15 companies that are developing graphite mines, plus downstream refining facilities, to upgrade their output into highly pure spheronized graphite that can be used as an anode material for lithium ion batteries, such as in electric vehicles.
Download Screen?

25 companies dominate the world's nickel production, although the supply chain is heavily split between battery-grade materials, Class I metals, and lower-grade products. Each company is summarized, according to its size and asset base. CO2 intensity varies by a very wide 10x margin, from sub-10 tons/ton nickel to 100 tons/ton.
Download Screen?

In 2022-25, bizarrely, we could be in a market where deployment of important energy transition technologies is being held back by energy shortages and metals shortages, which both pull on the demand for coal. This data file screens fifteen of the largest Western coal producers.
Download Screen?

This data-file screens companies that make power-MOSFETs, which convert AC grid inputs into safe, fault-free and high-power DC EV charging outputs. Six public leaders have 5-25% market share, suggesting a concentrated industry.
Download Screen?

This data-file tabulates details for 20 companies that make epoxy- or polyurethane resins and adhesives, especially those that feed into the construction of wind turbines. We think there are 5 public companies ex-China with 5-35% exposure to this sub-segment of the wind industry.
Download Screen?

This data-file aims to provide an overview of the world's largest glass fiber manufacturers, quantifying their market share, and summarizing their offering. Covered companies include China Jushi, Owens Corning, Saint Gobain-Vetrotrex, Johns Manville and smaller Europeans.
Download Screen?

This data-file profiles leading companies and products in the space of axial flux motors, with an average power density of almost 8kW/kg, which is 10x higher than a typical AC induction motor in heavy industry. Leading companies are profiled, based on reviewing over 1,200 patents.
Download Screen?

This data-file outlines the top twenty companies producing variable frequency drives to precisely control electric motors. The top three companies are European capital goods players. High-quality VFDs may protect against growing competition from China.
Download Screen?

This data-file profiles a dozen companies that make thermal insulation materials, as 50-75% of all buildings standing today will likely need insulation upgrades on the road to 'net zero', while the pace of progress should be amplified in times of energy shortages.
Download Screen?

Our global decarbonization models burn through the world's entirely terrestrial cobalt resources. Hence this data-file reviews c25 mines around the world, and the resultant positions of 25 global cobalt producers. All cobalt is produced alongside copper or nickel, but some companies are more cobalt-exposed.
Download Screen?

This data-file is a screen of the world's largest copper miners and producers, covering 16 companies that produce half of all global output. The average company produces around 0.8MTpa, has a 30-year reserve life, and derives 30% of its EBITDA from copper.
Download Screen?

This screen compares the offerings of a dozen small-scale wind turbine providers, with power ratings below 30kW, for residential energy generation. Costs range from $1,000-6,000/kW. The three key challenges are performance, relaibility and cost.
Download Screen?

This data-file tabulates our subjective opinions on c20 different heat pump companies, based on their consumer reviews, pricing, reliability, efficiency, company size, models, integration, and visual/acoustic properties. We conclude heat pumps are opaque and must be selected carefully.
Download Screen?

This data-file aims to tabulate helpful data on the grid-scale transformer industry, covering the sizes (tons), costs ($/kW) and companies in the space. Margin pressure looks challenging, amidst material re-inflation, and a competitive set of capital goods giants and emerging Chinese companies.
Download Screen?

This data-file captures c20 lithium producers, their output (in kTpa), their size and their recent progress. Eight companies effectively control 90% of global supply. 3 out of 12 earlier-stage companies underwent restructurings in 2020, illustrating risks, but also potential future supply shortages.
Download Screen?

This data-file tracks leading companies making solar inverters and their products' costs. Costs per watt approximately double for every 10x reduction in inverter size. Chinese manufacturers appear to sell inverters for 30-50% less than Western companies. Some leaders may still have good margins.
Download Screen?

This data-file summarizes the details of c15 companies aiming to commercialise low-carbon electro-fuels, using power-to-liquids technologies, and their progress to-date. The average company was founded in 2015, with 5 patents and 15 employees. Although this is skewed towards 3-4 leaders.
Download Screen?

This data-file gives an overview of gas sweetening and treatment processes. The main method is chemical absorption using amines. We estimate that a mid-size facility of 500mmcfd must levy a $0.15/mcf cost and emits 3.5kg/boe to take out c7% H2S and CO2. Other processes are compared.
Download Screen?

This screen tabulates details of almost twenty leading companies in the production and commercialization of biochar. The average company was founded in 2012, has 8 employees and 1.2 patents, showing an early-stage and competitive space.
Download Screen?

This data-file captures 17 plastic products derived from mechanical recycling, biologically-sourced feedstocks or that is bio-degradable. The 'greenest" plastics are c30% lower in CO2 than conventional plastics, but around 2x more costly.
Download Screen?

This screen assesses a dozen companies sequestering CO2 by farming seaweeds and kelp. The area is fast-growing but early-stage. The average company was founded in 2017 and employs 10 people. Commercial products include foods, animal feeds, fertilizers, plastics and even distilled spirits.
Download Screen?

We have screened c20 uranium miners, assessing each company's production, reserves, asset base, size and recent news flow. 10 are publicly listed. Our market outlook is that firm uranium supply may be running 25% short of the level required on our roadmap to net zero.
Download Screen?

We have screened 25 leading companies in autonomous vehicles (public and private), tabulating their technical progress and proposals for Level 4-5 autonomy. 75% of the companies were founded in the last decade. Leaders are focused on freight, cars, taxis and LiDAR sensing.
Download Screen?

Biofuels are currently displacing 3.5Mboed of oil and gas. But they are not carbon-free, and their weighted average CO2 emissions are only c50% lower. This data-file breaks down the biofuels market across seven key feedstocks, to help identify which opportunities can scale for the lowest costs and CO2, versus others that require further technical progress.
Download Screen?

This data-file is a simple screen of companies manufacturing drones and commercializing drone software. It includes 12 private companies and 4 public companies. For each company, we have tabulated their history, geography, number of patent filings and a short description.
Download Screen?

This data-file tabulates details of companies in the methanol value chain. For incumbents, we have quantified market shares. For technology providers, we have simply tabulated the numbers of patents filed. For newer, lower-carbon methanol producers, we have compiled a screen to assess leading options.
Download Screen?

This screen tracks companies that can improve productivity of agricultural land (so more land is available for reforestation) or increase CO2 uptake rates of plants. It includes large-cap seed and crop protection companies, through to biotech firms, through to indoor farms that achieve 350-400x higher yields per acre.
Download Screen?

Smart meters and smart devices are capable of transmitting and receiving real-time consumption data and instructions. This data-file tracks 40 leading companies, mostly at the venture and growth stages. They help lower demand, smooth grid volatility and encourage appliance upgrades.
Download Screen?

This data-file assesses who has the leading technology for producing industrial hydrogen, but especially blue hydrogen from auto-thermal reformers, after reviewing public disclosures and 750 patents. Companies include Air Liquide, Air Products, Casale, Haldor Topsoe, Johnson Matthey, KBR, Linde, Thyssenkrupp.
Download Screen?

This data-file is profiles 30 leading companies in gas turbines and CHPs, from mega-caps such as GE, Siemens and Mitsubishi, down to small-caps and private companies with exciting new technologies. Case studies are also presented, with details on turbine installations.
Download Screen?

This database tabulates c300 venture investments, made by 9 of the leading Oil Majors. Their strategy is increasingly geared to advancing new energies, digital technologies and improving mobility. Different companies are compared and contrasted, including the full list of venture investments over time.
Download Screen?

This data-file screens for the 'top twenty' technology leaders in super-capacitors, by assessing c2,000 Western patents filed since 2013. The screen comprises capital goods conglomerates, materials companies, an Oil Major with exposure and specialist companies improving SC energy density.
Download Screen?

This data-file tabulates 5,500 patents into additive manufacturing (3D printing), in order to identify technology leaders. Patent filings over time show a sharp acceleration, making AM one of the fastest growth areas for the energy transition.  We profile 14 concentrated specialists, plus broader Cap Goods and Materials companies.
Download Screen?

This data-file tracks 800 patents innovating pipeline transportation of natural gas, to screen for exciting technologies and companies. 6 publicly listed firms and 6 venture-stage start-ups stood out from the analysis, commercialising next-generation materials, monitoring methods and optimizing gas distribution.
Download Screen?

This data-file tracks over 6,000 patents filed into battery recycling technology, escalating at a 15% CAGR since 2000. 18 technology leaders are profiled ex-China, including 6 global, large-cap listed companies and 10 private companies, including some exciting, early-stage concepts to improve material recovery and costs.
Download Screen?

This data-file screens twenty companies measuring and verifying nature-based carbon offsets, in forests and soils. It includes 5 leading private companies at the cutting edge. Traditionally cumbersome, manual methodologies have evolved rapidly, towards technology-driven, real-time remote sensing, to enable the scale-up of nature-based CO2 offsets.
Download Screen?

Heat pumps can halve the CO2 intensity of residential heating. Hence we have screened for the leading companies, focusing in upon 4,000 Western-centric patents from 2017-19. The space is competitive. 7 public companies and 4 private companies stand out, with concentrated exposure to the theme.
Download Screen?

This data-file screens the large, listed fertilizer companies, comparing their CO2 intensity, ROACE, cash flow and recent patent filings. The industry could be disrupted by the rise of conservation agriculture, eroding thee 186MTpa global fertilizer market, which also comprises c1% of global emissions. 
Download Screen?

We have compiled a database of 25 leading companies in Redox Flow Batteries, by looking across 1,237 patents since 2017. Exciting progress is visible, with technical maturity rapidly progressing, demonstration facilities under construction and a promise of cost-competitive, long-life, energy storage.
Download Screen?

We have updated our database of over 100 companies, which have already flown c50 aerial vehicles (aka "flying cars"), to identify the leading contenders. We categorize each vehicle by fuel type, speed, range, fuel economy and credibility. The data strongly imply aerial vehicles taking off in the 2020s.
Download Screen?

This data-file assesses the outlook for 30 plastic pyrolysis companies, operating (or constructing) 100 plants around the world, which use chemical processes to turn plastic waste back into oil. The data-file has been updated in 2022, concluding that the industry is 'on track' to realise its potential.
Download Screen?

This datafile tabulates ten examples of deploying Blockchain in the oil and gas industry since 2017; including companies and cost savings. Most prior examples are in trading. For 2020, we are particularly excited by the broadening of Blockchain technologies into the procurement industry, which can deflate shale costs.
Download Screen?

This data-file screens the methods available to monitor for methane emissions. Notes and metrics are tabulated. Emerging methods, such as drones and trucks are also scored, based on technical trials. The best drones can now detect almost all methane leaks >90% faster than traditional methods. c34 companies at the cutting edge are screened.
Download Screen?

Gas and diesel engines can be 30-80% less efficient when idling, or running at low loads. This is the rationale for hybridizing engines with backup batteries. Industrial applications are increasing, achieving 30-65% efficiency gains, across multiple industries. In 2018-19, the biggest new horizon has been in oil and gas, including hybrid rigs, supply vessels, construction vessels and even LNG plants.
Download Screen?

This data-file tabulates headline details of c35 companies commercialising catalysts for the refining industry, in order to improve conversion efficiencies and lower CO2 emissions. Five early-stage private companies stand out, while we also profile which Majors have recently filed the most patents to improve downstream catalysis.
Download Screen?

We outline the different processes for commercial hydrogen production, including their energy-economics, costs, CO2 emissions, technical readiness and remaining challenges. Our conclusion is that natural gas remains the most viable fuel source on a weighted basis considering cost and carbon emissions.
Download Screen?

This data-file outlines six leading CO2-separation technologies. For each one, we outline the process, technical maturity, cost, CO2-selectivity, energy-intensity & drawbacks. A >$50/ton carbon price is currently needed to step up CCS. But a major breakthrough is emerging: metal organic frameworks.
Download Screen?

Swarms of drones are emerging as the most devastating military weapon of the 21st century. This was evidenced by the recent attack on Saudi oil infrastructure. But drones' impact on 0.7Mbpd of global military oil demand could be even more devastating. This data-file quantifies their fuel economy at >1,000 mpge compared to today's fighter jets, tanks, helicopters and planes that achieve
Download Screen?

What if CO2 was not a waste product, but a valuable commercial feedstock? We have assessed the top 27 companies at the cutting edge, commercialising CO2 into next-generation plastics, foams, concretes, specialty chemicals and agricultural products. Each company is assessed in detail. 13 are particularly exciting. 21 are start-ups. Aramco, Chevron, Repsol also screen well.
Download Screen?

Over 20 next-generation subsea robotics concepts are presented. These electric solutions are increasingly autonomous, they reside subsea and can conduct more thorough inspection/intervention work. Inspection is 2-6x faster, and maintenance costs can be halved, yielding savings of $0.5-1/boe at a typical field. The data-file also summarizes the leading Majors and Service Companies in the space.
Download Screen?

This database covers all 14 subsea separation projects across the history of the oil industry, going back to the "dawn of subsea" in 1969. The technology has been elusive, with just a handful of applications, the largest of which is 2.3MW. This could change, with the pre-salt partners pioneering an unprecedented 6MW facility at Mero.
Download Screen?

Can next-generation nuclear technologies realistically be factored into long-run forecasts of energy markets or energy-transition? The impacts of nuclear fusion would be vast, and several companies are making exciting progress, but no facility in our sample has yet surpassed TRL6, achieved an "energy gain" or system stability beyond c10 mS - 2mins.
Download Screen?

This data-file quantifies the leading companies in Distributed Acoustic Sensing (DAS), the game-changing technology for enhancing shale and conventional oil industry productivity. Operators are screened from their patents and technical papers. Services are screened based on their size and their technology.
Download Screen?

We review the top, proprietary technologies that we have seen from analysing patents and technical papers, to capitalise on IMO 2020 sulphur regulation, across the world's leading integrated oil companies.
Download Screen?

This file will give a helpful overview of eight main process technologies, which are used in LNG liquefaction. For each one, we summarise how it works, advantages and disadvantages, plus involved-companies.
Download Screen?

This data-file captures over 250,000 patents (ex-China) to assess the pace of progress in different energy transition technologies, yielding insights into batteries (high activity), autonomous vehicles and additive manufacturing (fastest acceleration), wind and solar (maturing), fuel cells and biofuels (waning) and other technologies.
Read More?

This data-file breaks down global patent filings since 1920 across 150 different categories to illustrate the pace of progress. China is now filing 70% of all global patents, which connotes future trade tensions. Western decarbonization policies must promote innovation and competitiveness.
Read More?

This data-file reviews 40 recent LNG patents, to draw conclusions and identify leading companies. Lowering capex costs matters, but should not be done at the expense of higher opex or emissions. The next generation of modular plants offer a step-change improvement. And new process technologies are also coming through.
Read More?

Metal organic frameworks are an exciting class of materials, which could reduce the energy penalties of CO2-separation by c80%, and reduce the cost of carbon capture to $15-30/ton. Based on 2020's patent filings, the key focus is finding MOFs that are stable and water-resistant, then mass manufacturing them.
Read More?

This data-file tabulates the greatest challenges and focus areas for harnessing deep geothermal energy, based on reviewing 30 recent patents from 20 companies in the space. We conclude that recent advances from the unconventional oil and gas industry are going to be a crucial enabler.
Read More?

This data-file reviews fifty patents into proton exchange membrane fuel cells, filed by leading companies in the space in 2020, in order to understand the key challenges the industry is striving to overcome. The key focus areas are controlling temperature, humidity and longevity, but unfortunately this will tend to increase costs.
Read More?

This data-file reviews fifty patents into solid oxide fuel cells, filed by leading companies in 2020. The key focus areas are improving the longevity and efficiency of SOFCs. But unfortunately, we find many of the proposed solutions are likely to increase end costs. Potential is interesting, but deflation may take longer.
Read More?

We review fifty patents from leading companies in EV charging. Complex algorithms will be required to ensure grid stability. Vehicle-manufacturers are concerned about balancing convenience and costs. While interestingly, "fast charging" does not appear to be a primary focus.
Read More?

This data-file reviews 70 patents filed by leading solar manufacturers in 2020. We expect double-digit deflation to continue, while solar panels will also gain greater efficiency and longevity. The cutting edge is now in current collectors. Examples and improvements areas are described for each company.
Read More?

This data-file tabulates challenges for the production of green hydrogen via the electrolysis of water, based on the recent patent literature. Our overall conclusion is to be circumspect. Some sources of deflation compromise efficiency, safety, longevity and reliability.
Read More?

This data-file tabulates the pace of progress into developing water electrolysers for green hydrogen production, looking across 13,600 patents globally. Fifteen leading companies are compared and contrasted.
Read More?

This data-file ranks the greatest challenges for the floating offshore wind industry, by reviewing 50 recent patents, filed by leading companies. The challenges are relatively immutable. They likely double capex and levelized costs, compared with traditional offshore wind.
Read More?

This data-file tabulates the greatest challenges for lithium ion batteries in electric vehicles, which have been cited in 2020's patent literature. Conclusions are spelled out in detail, covering energy density, "million mile" longevity and electric semi-trucks. Companies profiled include Tesla, CATL, LG, Sumitomo, et al.
Read More?

This data-file aggregates 2,000 patents filed by Vestas and compares them with 15,000 patents filed by competitors. Although other companies have made headlines with larger turbines, we find Vestas may have an edge overall, particularly in the category of operations, monitoring, maintenance and ensuring turbines' longevity.
Read More?

This data-file reviews over 1,000 patents to identify the technology leaders aiming to use membranes instead of other separation processes (e.g.,  distillation) within refineries. Operational data are also presented for an ExxonMobil breakthrough and Air Products's hydrogen recovery technology.
Read More?

This data-file compiles all of Tesla's patents, classifies them across 1,000 patent families, and describes their innovations. Our conclusion is that Tesla holds less patented IP than rival auto-companies. However, where it has filed patents, it is more focused on pure EV innovations, including recently, big data solutions and improved batteries in 2019-20.
Read More?

This data file identifies the technology leaders in phase change materials, by compiling a screen of the latest 5,800 patent filings from over 125 companies. We find progress ranging from venture stage firms through to mega-caps.
Read More?

We cleaned 18,600 patents into hydrogen vehicles and vehicle fuelling stations. Technology leaders include large auto-makers, industrial gas companies, Energy Majors and hydrogen specialists. Overall, the patents indicate the array of challenges that must be solved to scale up hydrogen fuel in transport.
Read More?

Continued deflation in lithium ion batteries is suggested by a new record of 26,000 patents filed in 2019, hence this data-file identifies the technology leaders. Elsewhere, redox flow batteries patents have doubled since 2014, while interest has been waning in solid state batteries (-57% since 2014) and liquid metal batteries (-67%).
Read More?

We screen 37,000 patents into autonomous vehicles, which will likely increase total road travel by c10%. The pace of activity has been rising at a rapid, 37% CAGR. Our data-file notes the most active companies, including tech firms (Denso, MobilEye, TuSimple, Uber, Waymo, Zoox) and auto companies (Ford, GM, Honda, Toyota, Volvo et al).
Read More?

This data-file tracks 5,000 patents filed into biofuels: by geography, by company and particularly in 2017-20. The pace of research activity has been waning since 2014. Sinopec screens as the technology leader. The data-file also identifies the 'Top Ten' Western companies, ranked by recent patent filings.
Read More?

This data-file screens for the technology leaders in fiber-optic cables, which are crucial for the digitization of industries and the world's structural shift towards remote-working, based on screening 37,000 patents. Revenues and market shares are summarized for the leaders.
Read More?

This data-file tracks 17,000 hydraulic fracturing patents filed by geography, by company, by year, since 2010. 2020 has slowed by 6% from peak, with a c36% US slowdown masked by a 33% Chinese expansion. Remarkably, in 2019, the leading Chinese Major filed more patents than the leading US Service provider. The full data-file ranks the companies.
Read More?

We have tabulated 110,000 solar patents. Research peaked in 2012-13, at 11,500 patents/year. It since slowed to c6,000/year. Yet Chinese companies have ramped up to 50% of all the filings, and now comprise 14 out of 2019's top 25 solar patent filers. Majors' patents comprise c0.5% of the total, with one SuperMajor clearly leading.
Read More?

This data-file tracks 20 traditional energy companies' offshore wind patents. Majors and Oil Services generally do not have differentiated wind IP, comprising c2% of offshore wind patents since 2000. 2 Majors and 2 Service companies are identified, however, which are making interesting inroads.
Read More?

This data-file tabulates the numbers of patents filed into different types of fuel-cells, from 2000-2020, globally and in key geographies: China, Japan, Korea and the US. Research activity peaked in 2008 and has since fallen by 30%. Japanese research has collapsed, while China's has ascended.
Read More?

This data-file captures all the subsea patents from ten of the largest service providers. Priorities have shifted since the oil downturn. The data show who is most innovative and who is best placed, by category. Clear leadership is seen in subsea pumps, wellheads, or umbilicals. Other areas are more competitive.
Read More?

Heliogen has set a new record for concentrated solar power in 2019, generating >1,000C temperatures from an array of c370 hexagonal mirrors, which are precisely controlled using computer vision. This is almost 2x traditional CSP plants. Hence this data-file reviews 21 of Heliogen's patents, finding impressive innovations and ultimate costs.
Read More?

Refineries are CO2-intensive, as their average process takes place at 450C. But improved catalysts can help, based on reviewing over 50 patents from leading energy Majors, and their requisite temperatures and pressures. Combining all the best-in-class new catalysts, we think the average refinery could save 5kg/bbl of CO2 intensity.
Read More?

This data-file summarises 120 patents into Enhanced Oil Recovery, filed by the leading Oil Majors in 2018. Hence, we can identify clear leaders in EOR technology, and what they are doing at the cutting edge, to improve recovery and lower decline rates. As the world's oilfields age, leading EOR technology will help avoid the higher costs and CO2 intensities of developing new fields to replace them.
Read More?

We present our "top five" conclusions on the lubricants industry, after reviewing 240 patents, filed by Oil Majors in 2018. We are most impressed by the intense pace of activity to improve engine efficiencies. Technology will drive margins and market shares, hence three clear market leaders are identified. The relative number of patents into Electric Vehicle Lubricants is also revealing, showing the Majors' true attitudes on electrification.
Read More?

This data-file reviews 950 technical papers from the shale industry in 2018-2020, to identify the cutting edge of shale technology. The trends show an incredible uptick in completion design, frac fluids, EOR and machine learning. Each paper is summarized and categorized. The file also shows which companies and services have a technology edge.
Read More?

TOTAL is currently pioneering the greatest advances in plastic-recycling technologies among the Majors, based on our database of 3,000 patents. This data-file covers its comprehensive inter-mixing of chromium-catalysed polyethylene, to reduce defects and increase the strength of post-consumer resins. In turn, this extends their use to films, containers and pipes.
Read More?

Well-by-well production optimisation can uplift mature fields' output 5-20%. This data-file summarises the methodology employed by BP, which has filed the most detailed patent we have seen on the topic, from our screen of 3,000 patents around the industry.
Read More?

This data-file tabulates 36 recent technical papers into "digital twins" since 2017, in order to understand how the technology is being deployed around the upstream oil and gas industry: principally to improve platform uptime, prevent rig downtime and inspect subsea infrastructure.
Read More?

Oil Majors will play a crucial role in decarbonising the energy system, while also securing the future of fossil fuels. Hence, to help identify the leading companies, this-data file summarises over 80 patents for de-carbonising power-generation, drawn from our database of over 3,000 patent-filings from the largest energy companies in 2018.
Read More?

This data-file summarises twenty recent papers using inflow control devices: an exciting digital technology to optimise horizontal wells by limiting production from zones that are susceptible to flowing water or gas. Each paper is categorized by company, country, field and focus. Also included are our 'Top 10' facts from the technical literature. 
Read More?

This data-file summarises 25 of the most recent technical papers around the industry, using fiber-optic cables for Distributed Acoustic Sensing (DAS). The technology is now hitting critical mass to spur shale productivity upwards.
Read More?

“If you invest with the same technology as everyone else, you may get the same returns as everyone else”. This adage matters for renewables, where we gather single digit IRRs have become customary in solar tenders. Hence, we reviewed 37 distinct solar patents filed across the Oil Majors in 2018. Three ‘leaders’ stood out, each … Continue reading "Solar Innovation at Big Oil?"
Read More?

Shale comprises c5% of global supply and c20% of global R&D; while offshore comprises c30% of global supply, but <10% of global R&D, according to our estimates. This simple file aims to break down the oil and gas industry’s R&D activities, by category and sub-category, based on the >1,000 patents and >300 SPE papers we … Continue reading "Where is oil industry R&D focused?"
Read More?

This data-file estimates the number of SPE papers that have been published about conventional and unconventional reservoir engineering in the SPE Reservoir Evaluation and Engineering Technical journal, each year since 2007. 2018 was the first year where unconventionals papers eclipsed conventional.
Read More?

This data-file aggregates all of our patent assessments into a single reference file, so different companies' scores can be compared and contrasted. Our average score is 2.5 out of 5.0. Skew is to the downside. Intelligibility is the biggest challenge. Scores correlate with TRL and revenues.
Download?

Albemarle is a specialty chemicals company.  Our patent screen de-risks incremental improvements in novel fire-proofing bromine compositions, further and better lithium pathways, and longer-lasting catalysts for cleaner fuels. Overall we think 70% of the patents are for technologies that will advance the energy transition in some way.
Download?

General Fusion is developing a magnetized target fusion reactor, compressing plasma via high-pressure pistons. It hopes to commercialize 100-200MWe fusion reactors with 5-6.5c/kWh levelized costs of electricity in the late 2020s. Our patent de-risks several innovations. Although complexity is high and we note four residual risks for the technology.
Download?

Tricoya is an engineered wood product like MDF, but it has been "acetylated", in order to confer >50-year longevity, even when exposed to the elements. Accsys Technologies is the parent company listed on AIM and Euronext Amsterdam. This data-file reviews its technology and patent library.
Download?

CATL produces one-third of the world's lithium ion batteries. Its patents have warned of devastating lithium shortages since at least 2016. Hence in 2021, it announced it would produce commercial sodium-ion batteries by 2023. The technical challenges are captured in its patent library. We cannot fully de-risk its 2023 target.
Download?

First Solar is a solar manufacturer with capacity to produce 8GW of solar panels per year, using CdTe thin film technology. It has production in the US and uses 60% less energy than photovoltaic silicon. Efficiency is interesting. It is usually lower for CdTe than c-Si, but 70% of First Solar's patents target improvements.
Download?

Stora Enso is a pulp, paper and forestry products business, headquartered in Finland, with €10bn per year of revenues. It argues "everything made from fossil-based materials today can be made from a tree tomorrow". Our patent screen finds a strong focus on sustainable packaging solutions, especially Microfibrillated Cellulose (MFC). 
Download?

Svante is suggesting its technology can absorb 90% of CO2 in a 60-second cycle that costs 50% less than conventional CCS. It has attracted an amazing list of investors and partners. Agonizingly we could not de-risk the technology based on our usual patent review.
Download?

Our patent review found CFS to have a high-quality patent library, of specific, intelligible, commercially-minded innovations to densify the magnets that would confine plasma in a tokamak for nuclear fusion. Specific details, and minor hesitations are in the data-file. 
Download?

ESS is emerging as a leader in medium-duration energy storage (4-12 hours), with an iron flow battery costing 2-5c/kWh (assuming >daily cycling) and lasting 20,000 cycles. The patent library is high quality. We note five challenges to consider. The largest is round-trip efficiency.
Download?

NuScale is developing a small modular nuclear reactor (SMR), producing 77MWe of power. It is the first SMR design to win US regulatory approval and the first plant is being built in Romania for 2028. NuScale's patents scored well on our framework.
Download?

CarbonCure injects CO2 into concrete during the mixing process, where it mineralizes. The resultant product can most likely save 4-6% of the CO2 intensity of finished concrete. Question marks are explored in the data-file.
Download?

SolarEdge specializes in the power-electronics needed to use solar energy in practical power systems. Our patent review finds a good, but broad array of incremental improvements. They suggest a vast future market in solar-battery energy systems.
Download?

Aerogels have thermal conductivities that are 50-80% below conventional insulators. Target markets include preventing thermal runaway in electric vehicle batteries and cryogenic industrial processes (e.g., LNG). This data-file notes some challenges, using our usual patent review framework. 
Download?

Solid Power is developing solid-state batteries, using sulphide electrolytes. Ambitious goals include >500 miles of EV range (50-100% more than today's lithium ion batteries), 2x higher life-spans and costs as low as $85/kWh. The company is going public via SPAC, valued at $1.2bn, and has an exceptional list of backers.  
Download?

Carbon Clean is a CCS company. It has already captured over 1MT, across 38 facilities. But in addition, it is developing a next-generation design, which could ultimately lower cost to $30-40/ton. Our review finds a very decent, albeit concentrated patent library, following our usual framework.
Download?

Monolith claims it is the "only producer of cost effective commercially viable clean hydrogen today" as it has developed a proprietary technology for methane pyrolysis. But overall this was not one of our most successful patent screens. Some specific question marks are noted in the data-file.  
Download?

Shoals Technologies Group manufactures electrical balance of system solutions for solar energy projects, focused on promoting reliability, safety and ease of installation. Electrical installation costs can be lowered 40%. Our patent review finds a technology moat on 35% EBITDA margins.
Download?

ChargePoint is the leading provider of Level 2 EV charging stations in the US and aims to help electrify mobility and freignt. Our review finds a library of simple, clear, specific and easy-to-understand patents. More debatable are the technology edge and future IP defensability.
Download?

Form Energy is aiming to commercialize a metal-air battery, for long-duration energy storage, using only safe and Earth-abundant materials. The first 1MW/150MWH system could be deployed by 2023. Compared to other patent libraries, we have found it harder to de-risk Form's technology.
Download?

Lilac Solutions aims to commercialize a lithium ion exchange technology, which can extract lithium from dilute brine solutions, rapidly, economically and scalably. Overall Lilac's patents look promising to us.  They contain some excellent, precise and intelligible details on making ion exchange materials.
Download?

Siemens Gamesa is a leader in offshore wind, pushing the boundaries towards a 14MW turbine with an incredible 222m rotor diameter. Our main debate from reviewing its patents is whether the engineering challenges of large turbines is consistent with deflation expectations.
Download?

Stem Inc. went public via SPAC in April-2021, supporting grid-scale batteries with optimization software, which can lower energy bills by 10-30% in the energy transition. Its patents scored reasonably well on our usual framework. Managing short-term renewables volatility was a crucial focus.
Download?

Array Technologies IPO-ed in October-2020. It manufactures solar tracking systems, supporting 25% of US solar modules installed to date. Its systems can uplift solar generation by 5-25%. we found clear, specific, intelligible patents, back-stopping six out of seven key strengths that have been cited by the company.
Download?

Carbios has developed an enyzmatic process to recycle 90% of PET within 10-hours, which has been described in Nature. "This highly efficient, optimized enzyme outperforms all PET hydrolases reported so far". Economics and CO2 savings can be very exciting. But our work identifies four challenges, which were hard to re-risk.
Download?

Climeworks is a Swiss company, founded in 2009, commercializing a direct air capture technology. The main innovation in its patents optimizes air flow, to avoid steep pressure drops, which can otherwise de-rail DAC economics. But we are still unable to de-risk sub-$200/ton CO2 costs based on reviewing the patents.  
Download?

Danimer Scientific is a producer of PHA, a biodegradable plastic feedstock. PHA still has commercial challenges in its processing, mechanical properties and 4-5x higher costs than conventional plastics. Yet our patent review finds Danimer has made some specific, intelligible innovations, earning a solid score of 3.5 on our technology framework.
Download?

Nio is a listed, electric vehicle manufacturer, headquartered in Shanghai. It operates over 200 "battery swap" stations, and the 2-millionth battery swap was completed in March-2021, with swap times soon falling to 3-minutes. Our patent analysis suggests a genuine moat in swappable batteries, which could only have been built up by an auto-maker. 
Download?

LanzaTech aspires to "take waste carbon emissions and convert them" into sustainable fuels (and bio-plastics) with a >70% CO2 reduction. We have assessed its patents but concluded we cannot yet de-risk the CO2-to-fuels pathway in our energy transition models.
Download?

Origin Materials went public via SPAC in February-2021, as it was acquired by Artius Acquisition Inc at a valuation of $1.8bn. Its ambition is to use wood residues to create carbon-negative plastics, cost-competitively with petroleum products. This data-file outlines our conclusions from reviewing patents.
Download?

Enovix has developed a 3D silicon lithium-ion battery, 5-years ahead of the broader industry, with 2x higher energy density. The company went public via SPAC in February-2021, with an implied post-deal valuation of $1.12bn. This data-file assesses its technology breakthroughs.
Download?

StoreDot is developing "extreme fast-charging" batteries for electric vehicles, using a proprietary range of nanomaterial additives. It claims prototype cells can charge 5-6x faster than conventional lithium ion. This data-file assesses StoreDot patents from 2019-20, looking to de-mystify its breakthroughs.
Download?

This data-file reviews 25 of QuantumScape's 2019-20 patents, in order to substantiate its claims of a solid-state battery than can achieve c50-100% higher energy density than conventional lithium ion batteries, 3x faster charging, while also surviving hundreds of charge-discharge cycles without degradation.
Download?

Global palm oil production runs at 80MTpa, for food, HPC and bio-fuels. Carbon intensity is 1.2 tons CO2e per ton of crude palm oil, excluding land use impacts, and 8.0 tons/ton on a global basis including land use impacts. This means once a bio-fuel has more than c35% palm oil in its feedstock, it is likely to be higher carbon than conventional diesel.
Download Data?

This data-file calculates the CO2 intensity of wood in the energy transition. Context matters, and can sway the net climate impacts from -2 tons of emissions reductions per ton of wood through to +2 tons of incremental emissions per ton of wood. Calculations can be stress-tested in the data-file.
Download Data?

630 companies have now pledged to reach some variant of net zero by early-2022. The average year for this ambition is 2044. Although it varies by sector. 50% of companies are including some Scope 3 emissions in their definitions. This data-file presents our conclusions by sector.
Download Data?

There are 1,500 industrial furnaces in the US manufacturing sector, with average capacity of 60MWth, c90% powered by natural gas, and thus explaining over 3.5 bcfd of US gas demand (4-5% of total). This is an unbelievably complex landscape, but we have captured as much facility-by-facility data as possible.
Download Data?

This data-file summarizes the costs of capturing CO2. The lowest-cost options are to access pure CO2 streams that are simply being vented at present. Next are blue hydrogen, steel and cement, which could each have GTpa scale. Power stations place next, at $60-100/ton. DAC is carbon negative but expensive.
Download Data?

The most important determinant of cooking's CO2 intensity is consumer behaviour. At today's energy costs and grid mix, gas-fired cooking yields the lowest costs. Sometimes electrification of cooking will decrease CO2 and sometimes not. Electric induction is most efficient, but 2-3x more expensive than gas and electric hobs.
Download Data?

This data-file summarizes over a dozen industrial heating technologies, including their temperatures, efficiency, advantages and challenges. Generally 90% of incoming energy can be converted to industrial process heat and c40% achieves useful exergetic output. But ranges very broadly from 10-90%.
Download Data?

This data-file calculates the costs, the embedded energy and the embedded CO2 of different construction materials, both during their production and for ongoing heating and cooling. Insulated wood and cross-laminated timber have the lowest CO2 intensities and can be extremely cost competitive.
Download Data?

Which refiners have the lowest, and the highest CO2 emissions? To assess this, we have aggregated data on 130 US refineries, from EPA regulatory disclosures. The average US refinery emitted 32kg of CO2 per bbl of throughputs in 2019. Leading companies screen >10% better than average. Others fare 20-50% worse.
Download Data?

This data-file illustrates the outsized contribution of blue carbon ecosystems in the carbon cycle, looking across mangroves, tidal marshes, sea grasses and peat bogs. Degradation of blue carbon ecosystems continues with vast CO2 consequences, comparable to the entire global cement industry.
Download Data?

The aim of this data-file is to compile CO2 concentrations in industrial exhaust streams, as a molar percentage of flue gas. This matters for the costs of CO2 separation. Most promising CCS candidates are bio-ethanol plants, industrial hydrogen production and some gas processing, followed by cement and steel plants.
Download Data?

The average American consumes 36MWH of energy each year, emits 20 tons of CO2, spends $2,000 directly on energy (6% of income) and $4,500 including the energy embedded in goods and services (15% of income). A CO2 price of $75/ton may fully decarbonize the US but would absorb another 5% of average income.
Download Data?

This file aggregates data for 40 major US gas pipelines which transport 45TCF of gas each year over 185,000 miles; and for 3,200 compressors at 640 related compressor stations. Hence, we can calculate the CO2 intensity (in kg/mcf-mile) and methane leak rates (in %) for different midstream companies and the overall US gas industry.
Download Data?

Manufacturing metal components can be extremely energy intensive, as 60-95% of original materials are often machined away. Additive manufacturing is thus able to deliver c65% CO2 savings per kg of materials in our base case. This data-file quantifies the CO2 savings based on input variables and technical papers.
Download Data?

CO2-cured concrete has c60% lower emissions than traditional concrete, whichis the most widely used construction material on the planet, comprising 4bn tons of annual CO2 emissions, or 8% of the global total. This data-file profiles the CO2 and economic costs of Solidia versus traditional cement, to size the opportunity.
Download Data?

US bioethanol plants produce 1Mbpd of liquid fuels, with an average CO2 intensity of 85kg/boe. Overall, corn-based bioethanol has c40% lower CO2 than oil products. We screened the leaders and laggards by CO2-intensity, covering Poet, Valero, Great Plains, Koch, Marathon and White Energy.
Download Data?

Producing a ton of coal typically emits 0.19T of CO2, equivalent to 50kg/boe. The numbers comprise mining, methane leaks and transportation. Hence domestic coal production will tend to emit 2x more CO2 than gas production, plus c2x more CO2 in combustion. However, numbers vary widely based on input assumptions, such as methane lakage rates, btu content and transportation distances, which can be flexed in the model.  
Download Data?

Methane leaks from 1M pneumatic devices across the US onshore oil and gas industry comprise 50% of all US upstream methane leaks and 20% of upstream CO2. This file aggregates the data. Rankings reveal operators with a pressing priority to replace >100,000 medium and high bleed devices, and other best-in-class companies.
Download Data?

This data-file calculates the CO2 intensity of producing plastics, based on emissions data from over 20 US petrochemical facilities. We find plastic packaging should tend to be c90% lower-CO2 than glass. Efficiency is improved by larger, integrated crackers and petrochemical plants.
Download Data?

This data-file calculates the contribution of Platform Supply Vessels (PSVs) to an oil and gas asset's emissions. Our base case estimate is 0.1kg/boe for a productive asset in a well-developed basin. Numbers rise 4x in a remote basin, and by another c4x for smaller fields. 1kg/boe is possible. These emissions can be lowered by 10-20% through by LNG-fuelling or battery-hybridization.
Download Data?

This data-file quantifies the CO2 intensity of oil sands mining and SAGD, line by line, based on real-world data. We also derive a CO2 curve ranking c2.5Mbpd of production across Alberta, to compare different operators. Steam-oil-ratios explain c60% of the variance in SAGD assets' emissions.
Download Data?

CO2 and methane intensities are tabulated for 300 assets across 9 basins, to rank the Permian, Bakken, GoM, Alaska, Marcellus, et al; and estimate total CO2 emissions (per barrel) and methane leakage rates across the upstream US oil and gas industry. It is also possible to rank the best companies in each basin, using the granular data.
Download Data?

Methane leakages average 0.2% when distributing natural gas to end-customers, across the US's 160 retail gas networks. Leakages are most correlated with the share of sales to smaller customers. 80 distinct gas companies are ranked in this data-file. State-owned utilities appear to have 2x higher leakage rates versus public companies.
Download Data?

This model disaggregates the CO2 emissions of producing shale oil, across 14 different contributors: such as materials, drilling, fracturing, supply chain, lifting, processing, methane leaks and flaring. CO2 intensity can be flexed by changing the input assumptions. Our 'idealized shale' scenario follows in a separate tab, showing how Permian shale production could become 'carbon neutral'.
Download Data?

With methane emissions fully controlled, burning gas is c60% lower-CO2 than burning coal. However, taking natural gas to cause 120x more warming than CO2 over a short timeframe, the crossover (where coal emissions and gas emissions are equivalent) is 4% methane intensity. The gas industry must work to mitigate methane.
Download Data?

Gas gathering and gas processing are 50% less CO2 intensive than oil refining. Nevertheless, these processes emitted 18kg of CO2e per boe in 2018. Methane matters most, explaining 7kg/boe of gas industry CO2-equivalents. This data-file assesses 850 US gas gathering and processing facilities, to screen for leaders and laggards, by geography and by operator.
Download Data?

What is more CO2-intensive: the c4,000 truck trips needed to complete a shale well, or giant offshore service vessels (OSVs), which each consume >100bpd of fuel? This data-file quantifies the CO2 intensity of supply-chains, for 10 different resource types, as a function of 30 input variables.
Download Data?

This data-file tabulates Permian CO2 intensity, based on regulatory disclosures from 20 of the leading producers to the EPA. The data are disaggregated by company, across 18 different categories, such as combustion, flaring, venting, pneumatics, storage tanks and methane leaks. There are opportunities to lower emissions.
Download Data?

This data-file estimates the CO2 intensity of drilling oil wells, based on the fuel consumption of different rig types. Drilling wells is not the largest portion of the oil industry's total CO2 intensity. Nevertheless there is a 50x spread between the best barrels at prolific onshore fields and the worst barrels at mature deepwater assets.
Download Data?

CO2 intensity of oil refineries could rise by 20% due to IMO 2020 sulphur regulations, if all high-sulphur fuel oil is upgraded into low-sulphur diesel, we estimate. The drivers are an extra stage of cracking, plus higher-temperature hydrotreating, which will also increase hydrogen demands. This one change could undo 30-years of efficiency gains.
Download Data?

Emissions of refining a barrel of crude in the US has fallen at a 0.5% CAGR over the past c30-years, from 36kg/boe in 1986 to 31kg/boe in 2018. US refineries are also increasingly fueled by natural gas and merchant steam, while own use of oil, coal and oil products have been phased out.
Download Data?

We tabulate c25 oil projects, breaking down the total tons of steel and concrete used in their topsides, jackets, hulls, wells, SURF and pipelines. Infill wells, tiebacks and FPSOs make the most CO2-efficient use of construction materials per barrel of production, helping to minimise emissions. Fixed leg platforms are higher CO2, then gravity based structures, then FLNG, and finally offshore wind.
Download Data?

This data-file calculates the financial and carbon costs of running electric submersible pumps (ESPs) at oilfields. They are material, with ESPs fitted on 15-20% of the world's c1M wells. However, we find opportunities to save >25% of CO2 emissions switching ESPs to run on gas and renewables, and a further 25-50% through optimisation initiatives.
Download Data?

This data-file tabulates global flaring intensity in 16 countries of interest. Flaring intensity has reduced by 20% in the past quarter century, to 0.2mcf/bbl, but total flaring remains 13% higher in absolute terms, at 340MTpa of CO2. Leaders and laggard are charted. LNG developments have a clear, positive role in flaring reductions.
Download Data?

This data-file breaks down global CO2 emissions into 40 distinct categories. The largest single components are deforestation and passenger vehicles, at 12% each. Another 30 line items each contribute >1% of global CO2, illustrating the complexity of decarbonisation.
Download Data?

More extensive "sharing" will be enabled by drone delivery technologies and could save $1trn of costs and 100MTpa of CO2 emissions across the entire US. These numbers are illustrated by tabulating the data for 20 common household items, which we estimate are currently used just 20 times in their entire useful lives, thus costing $13 and 1.3kg of CO2 per use, on average.
Download Data?

We have constructed a simple model to estimate full-cycle CO2 emissions of a gas resource, as a function of its production efficiency, contaminants (CO2 and H2S), and commercialisation (LNG or pipelines) . Compared with the life-cycle emissions of oil, CO2 per boe is seen to be c0-20% lower for LNG and c50-75% lower for piped gas. Leading resource types are shown in the data-file.
Download Data?

We have constructed a simple model to estimate full-cycle CO2 emissions of an oil resource, as a function of its flaring, methane leakage, gravity, sulphur content, production processes and transportation to market. A c10x energy return on energy investment is estimated. Relative advantages are seen for well-managed resources offshore and in shale; relative disadvantages are seen for heavy crudes, as well as poorly managed gas.
Download Data?

We have quantified the energy efficiency of 14 different transportation technologies, using real-world data and mechanics equations. Electrification raise auto efficiency 4x, from c15-20% to c60-80%. Novel electric technologies are also unlocking unprecedented fuel economies per passenger mile.
Download Data?

This data-file tabulates 30 major gas resources around the world, their volumes, their CO2 content and how the CO2 is handled. This matters because higher CO2 gas fields are more costly to develop into LNG, while CO2 venting is no longer acceptable without CCS. Permian & Marcellus LNG are best positioned.
Download Data?

World food production runs at 11 bn tons per year, equivalent to 30,000 TWH of primary energy, or 9,000 calories per person per day. Of this total, 30% is fed to animals, 30% is wasted, 5% is converted to biofuels and 2% is used in consumer products. Humans eat the remaining 2,500 calories per person per day.
Download Data?

Europe has 15 TCM of technically recoverable shale gas resources. This data-file aims to provide a helpful overview, as we expect exploration to re-accelerate. Ukraine has the best shale in Europe, which may even be a motivation for Russian aggression. Other countries with good potential, held back only by sentiment are Romania, Germany, UK, Bulgaria and Spain.
Download Data?

What are the costs of inter-connecting a utility-scale wind or solar project into the power grid? This data-file assesses twenty case studies in North America. Good baselines are to expect $100-300/kW of grid inter-connection costs, or $3-10/kW-km, over a 10-70 km typical distance of line adds or upgrades.
Download Data?

This data-file aggregates technical parameters of ultra high-voltage power lines. The average one transmits 6.5GW, at 800-1,000kV and 4,000 Amps, over a distance of 1,500 km. Every 500 meters, there is a 70m tall tower. The power lines have total mass of 200 tons/km, 2-3% losses per 1,000km and c$3M/mile costs.
Download Data?

This data-file tracks curtailment of wind and solar assets in Califonia. c25% of Califonia's total grid demand in 2021 was met by wind and solar. On average, 0.4% of the wind and 4% of the gross solar generation were curtailed throughout the year. But the data are highly variable.
Download Data?