FOOT OFF THE GAS Why the UK should invest in clean energy - arbon Tracker - Carbon Tracker Initiative
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About us About the Authors Carbon Tracker Initiative is a team of financial specialists Bell Udomchaiporn1, Lee Ray1, Lily Chau1, Catharina Hillenbrand making climate risk real in today’s capital markets. Our research von der Neyen1, with support from Alexander Engel2, Charles to date on unburnable carbon and stranded assets has started a Teplin2, Mathias Einberger2 new debate on how to align the financial system in the transition 1 Carbon Tracker Initiative (CTI) to a low carbon economy. 2 RMI www.carbontracker.org | hello@carbontracker.org This report is a collaboration between Carbon Tracker Initiative and RMI, employing Carbon Tracker analysis and RMI’s Clean Energy Portfolio Model. RMI — an independent non-profit founded in 1982—transforms global energy use to create a clean, prosperous, and secure low- The report has been authored principally by the Carbon Tracker carbon future. It engages businesses, communities, institutions, team. The model has been adapted with ongoing advice from RMI. and entrepreneurs to accelerate the adoption of market-based solutions that cost-effectively shift from fossil fuels to efficiency and renewables. RMI has offices in Basalt and Boulder, Colorado; New York City; Oakland, California; Washington, D.C.; and Beijing. www.rmi.org Readers are encouraged to reproduce material from Carbon Tracker reports for their own publications, as long as they are not being sold commercially. As copyright holder, Carbon Tracker requests due acknowledgement and a copy of the publication. For online use, we ask readers to link to the original resource on the Carbon Tracker website. © Carbon Tracker 2021. 2 carbontracker.org
Acknowledgements Contact Lee Ray (Carbon Tracker) lray@carbontracker.org The authors would like to thank the following individuals and organisations for offering their insights and perspectives on the report. Their comments and suggestions were of great value: Amanda Burton, Charles Moore (Ember), Jonathan Marshall (ECIU), Andrew Grant (CTI), Kingsmill Bond (CTI). Report design and typeset by David Casey. This report was funded by the European Climate Foundation (ECF). carbontracker.org 3
Contents 1. Key Findings ............................................................................................................................................ 6 2. Executive Summary .................................................................................................................................. 7 2.1 Investing in new CCGTs risks £9 billion ($13 billion) in potential asset stranding 7 2.2 A CEP is a cheaper alternative to new CCGTs offering the same grid services 8 2.3 Recommendations for investors and policymakers 9 3. Market Overview ...................................................................................................................................... 10 4. Why a CEP is a viable and least cost solution to the UK’s future energy needs ........................................... 14 4.1 A CEP is lower cost than new CCGTs and avoids £9 billion ($13 billion) in asset stranding 14 4.2 A CEP can match the power generation of CCGTs 15 4.3 CEP cost will fall further once storage comes down the cost curve 20 4.4 Conclusion 25 5. Recommendations for investors and policymakers ..................................................................................... 26 5.1 Embrace coal-to-clean instead of coal-to-gas and avoid £9 billion ($13 billion) in asset stranding 26 5.2 Level the playing field in the Capacity Market 26 6. Appendix ................................................................................................................................................. 28 6.1 Schemes to Promote Clean Energy Sources 28 6.2 Capacity Market 29 6.3 Proposed CCGT gas units to be built in the UK 30 6.4 Proposed OCGT gas units to be built in the UK 33 6.5 Average capacity factor of each hour of the day in each month 34 6.6 Key assumptions 35 carbontracker.org 5
1. Key Findings Our analysis of clean energy sources compared to new gas • The UK capacity market disproportionately plants in the UK illustrates that: incentivises and rewards new and existing gas power capacity. If the government wants the UK to be a world leader • UK investment in new combined cycle gas plants for in green energy, which would support 60,000 jobs, it will need this decade would be misguided. Our analysis shows that to level the playing field for all resources in future auctions, a combination of clean energy sources and flexible technologies is not only cheaper than the 14 GW of slated new gas plants especially for demand side and storage technologies. Betting but also offers the same level of grid services. By investing on new gas today means shouldering consumers with in new gas, investors are exposing themselves to higher prices tomorrow as well as missing the net stranded asset risk of £9 billion ($13 billion). Annual zero pathway the UK government has committed to. emissions savings from forgoing new gas plants are also relevant at 24 million tonnes of CO2, equivalent to 7% of total emissions in 2019, enabling the UK to better meet its net zero emissions target by 2050. • The case for Clean Energy Portfolios (CEPs), a combination of clean energy sources and flexible technologies, is strong across different demand outcomes. We tested a model to manage peak and non-peak demand across the year and, although the contribution of the CEP resources changes, it is shown to be capable of providing the same grid services as a gas plant. We performed a cost sensitivity to key inputs to show that CEP economics are robust. We find that a 25% cost reduction in battery storage would bring the overall cost of a CEP down by 12%. Costs in a CEP are mitigated by the least-cost substitution which takes place unlike for gas, which is wholly exposed to gas prices. 6 carbontracker.org
2. Executive Summary 2.1 Investing in new CCGTs risks £9bn1 ($13 billion) in potential asset stranding In this report we analyse the financial viability of new gas-fired New-build gas plants in the UK are no longer cost competitive power plants in the United Kingdom. We compare the cost of when compared to clean energy sources, owing to the rapid cost gas-fired power plants with those of a clean energy portfolio reductions in renewables. Even though the UK’s Climate Change providing the same grid services (monthly energy, peak capacity, Committee recently recommended that the government commit and flexibility). These CEPs combine clean energy technologies, to phase-out unabated gas by 2035, there are aggressive plans including onshore wind, offshore wind, utility-scale solar to build over 14 GW of combined-cycle gas turbines2 in the photovoltaics (PV), battery storage, energy efficiency, and UK over the next decade to compensate the capacity loss from demand response elements to provide the same grid services as decommissioning coal and nuclear assets, which will see around gas-fired power plants. We find that a CEP is already more cost 15 GW of capacity close by 2025. We find that a CEP is already competitive than new combined-cycle gas plants (CCGTs) and cheaper than building new CCGTs whilst offering the same level offers the same grid requirements as gas plants i.e., a CEP will of grid services. Figure 1 shows that a CEP outcompetes new “keep the lights on”. Consequently, we find that investment in CCGTs already now when comparing the Levelised Cost of Energy new CCGTs would not only be bad for emission goals but also (LCOE) for both. By 2030, the LCOE of a CEP is expected to drop lead to comparatively higher electricity prices and would result to £41/MWh ($57/MWh), 39% cheaper than proposed CCGTs at in stranded asset risk. £67/MWh ($93/MWh). That percentage widens to 60% by 2050. Our findings highlight a relevant investment signal: by investing in new CCGTs, investors are exposing themselves to stranded asset risk3 of £9 billion ($13 billion). 1 All pound sterling amounts are converted from dollars using the spot FX rate of 1.38 from Bloomberg as of 11th February 2021 2 We are not aware of the current development pipeline of CCGTs incorporating carbon capture and storage (CCS) technology i.e., we understand these to be unabated gas plants 3 Our definition and calculation of stranded assets is available under Key assumptions in the appendix. We discuss stranding in more detail in section 4 carbontracker.org 7
2.2 A CEP is a cheaper alternative to new CCGTs offering the same grid services To replace a CCGT, our analysis shows that a clean energy portfolio, which combines multiple clean technologies whilst offering the same grid services as a CCGT, would be composed of 26% of solar PV and 18% of wind nameplate capacity. Although onshore wind makes up less of the CEP’s nameplate capacity than solar PV in the portfolio, which might seem counterintuitive given UK weather patterns, it provides more energy owing to higher capacity factors (see section 4). The remaining capacity is picked up by battery storage (27%), demand response (20%) and energy efficiency (9%). Despite the comparatively high cost of battery storage versus other CEP resources, it is integral to complement solar and wind sources because of its ability to manage extended peaks not covered by wind and solar generation. Not surprisingly, during peak demand hours battery storage provides a higher share of the required capacity (39%), which is a result of the low availability from solar PV and onshore wind sources coinciding with extended high demand periods. Demand response stands out as a potential low-cost option for fulfilling flexibility requirements, particularly in reducing the amount of storage required. The different contributions from each resource are optimised through detailed modelling to give the least cost solution without sacrificing the grid requirements. 8 carbontracker.org
Figure 1. CEP LCOE vs proposed CCGT gas plant LCOE Figure 2. Contribution of each CEP resource to replace a 1,800-MW CCGT 18% CAP: 1.1 GW 300 20% CF: 28% CAP: 1.2 GW 250 LCOE ($/MWh) 200 150 9% CAP: 0.6 GW 100 50 0 26% 27% CAP: 1.7 GW 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 CAP: 1.7 GW CF: 11% CEP LCOE New CCGT LCOE Wind (Onshore) Solar ES EE DR Source: Carbon Tracker analysis coal-to-gas: new investments in gas capacity to partially fill Notes: CAP: Nameplate capacity of each resource within a CEP. CF: Capacity any capacity gap left by the coal and nuclear phase outs will factor of each renewable resource within a CEP. ES (energy storage), EE (energy unlikely be a least-cost solution over the investment payback efficiency), and DR (demand response) period. Importantly, our analysis highlights that a CEP is not only cheaper than new CCGTs but also offers equivalent grid 2.3 Recommendations for investors and services; ii) Reform the capacity market to ensure that gas is not policymakers disproportionately rewarded at the expense of other resources: this will ensure the grid does not overlook the least-cost option Based on our analysis we see the following as important in for the services required. These recommendations are discussed avoiding potential stranded assets and helping the UK on its in more detail later in the report. path to net zero by 2050: i) Embrace coal-to-clean instead of carbontracker.org 9
3. Market Overview The UK power market is the third largest in Europe, behind in the government regarding security and reliability of power France and Germany. Renewable energy, especially onshore supply left by this gap. and offshore wind, has been gaining a significant share in gross To counter the gap left by coal and nuclear resources there are generation, with renewables overall representing 37% in 2019, plans by developers to construct 14 GW of new CCGTs this as reliance on hard coal sources declined. That said, the UK is decade to ensure stability of power supply. still heavily reliant on gas in its generation mix, which accounted for 41% of gross generation in 20194. The UK government has committed to a coal phase out by 2025, although the government is consulting on the potential for this to be brought forward by one year. This would mean around 6 GW of remaining coal capacity disappearing mid-decade, although share of power output is negligible at 10 years) the capacity gap is unlikely to be resolved by nuclear this decade. This has raised concerns 4 https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/statistical-review/bp-stats-review-2020-full-report.pdf 5 Nuclear Power in the United Kingdom |UK Nuclear Energy - World Nuclear Association (world-nuclear.org) 6 Nuclear Industrial Strategy - The UK’s Nuclear Future (publishing.service.gov.uk) 7 Plan for new UK nuclear plant under intense scrutiny | Financial Times (ft.com) 10 carbontracker.org
19. 20. UK Power Plant locations 1. Meaford Energy Centre CC 299mw 16. and pipeline capacity 2. Hirwaun Power Station GT 299mw 17. 3. Progress Power Station GT 299mw 4. Kemsley Paper Mill power station K4 68mw 5. Wrexham Energy Centre 299mw 6. Keadby power station 2 840mw 11. 7. Belfast Harbour Estate power station CC 480mw 7. 10. 8. King’s Lynn-B power station CC 1 850mw 9. King’s Lynn-B power station CC 2 850mw 10. Tees Combined-Cycle Power Plant CC 1 850mw 11. Tees Combined-Cycle Power Plant CC 2 850mw 12. Hillhouse Enterprise Zone Power Station 900mw 12. 13. 14. 15. 18. power station CC 1 23. 6. 13. Eggborough power station CC 1 730mw 24. 21. 14. Eggborough power station CC 2 730mw 22. 15. Eggborough power station CC 3 730mw 16. Abergelli power station GT 299mw 1. 9. 8. 17. Millbrook Power Station power station GT 299mw 18. Eggborough power station GT 9 299mw 3. 19. Drax power station 5 Repower 1,800mw 5. 20. Drax power station 6 Repower 1,800mw 21. VPI Immingham power station B 299mw 22. West Burton power station C 299mw 2. 23. Ferrybridge power station D CC 1 1,100mw 24. Ferrybridge power station D CC 2 1,100mw 4. carbontracker.org 11
Residential and, to a lesser degree, industrial consumers are The UK was the first G7 country to commit to a net zero carbon heavily reliant on gas for their cooking and heating, and process emissions target by 2050. The current pipeline of new CCGTs, if heating needs, respectively. Around 80% of residential consumers they were to go ahead, would seem to contradict this long-term and over half of UK industrial users, especially in the steel, glass, goal given the associated emissions of unabated gas plants and is and chemical sectors, rely on gas power8. The UK government at odds with the proposals of the UK’s Climate Change Committee perceives gas power as an unreplaceable, reliable, and secure which recently recommended that the government commit to source of energy, especially in peak periods like winter, even phase-out unabated gas by 203510. Indeed, justifications by the though the majority of the natural gas used to fire the plants is government for permitting future gas plants mainly rest on a imported, exposing the system to import risk and users to volatile combination of new and expensive carbon capture and storage energy prices. For example, in 2019 the UK imported 54% of its technologies and blending green hydrogen with existing methane, gas needs, with LNG representing 21% (of total gas supply), much both of which are unlikely to be a meaningful contributor this of which comes from Qatar and Russia9. This import-dependency decade11. We highlight that given a CEP is already cost competitive makes the UK vulnerable to potential supply disruption and, in with new CCGTs, the economics of abated gas plants and green the case of LNG, exposes the UK to global price patterns (instead hydrogen, which was not included in our analysis, would likely of regional ones), given available volumes of LNG deliveries to make CEPs stack up even more favourably against new gas plants Europe are heavily influenced by Asian demand and pricing. because of the additional cost involved. 8 Shaping the future of UK gas markets | National Grid Gas 9 Diversity and security of gas supply in the EU, 2019 (publishing.service.gov.uk) Sector-summary-Electricity-generation.pdf (theccc.org.uk) 10 Gas Grids Plot Course for U.K.’s First Hydrogen Town by 2030 - Bloomberg 11 UK should target two-thirds of power from renewables by 2030: key infrastructure body | Recharge (rechargenews.com) 12 carbontracker.org
The National Infrastructure Commission, a key governmental pot in the Contracts for Difference auction, given the potential adviser, has recommended increasing the UK’s renewable risk of competition if put in the same pot with more established electricity target from 50% to 65% by 2030 owing to sharp cost onshore wind and solar PV sources15. reductions12. The Contracts for Difference (CfD) scheme, which Learning rates of renewable technologies are bringing down costs was introduced to incentivise investment in large scale low-carbon faster than expected (witness the previous decade as a case in electricity generation, has a target to support up to double the point), and is a global trend which is likely to continue to abound. capacity of renewable energy in the next auction (late 2021). Conversely, gas prices are forecast to increase this decade The auction will be open to onshore wind, solar PV, and other according to BNEF. We show that a CEP is not only already the established technologies, as well as offshore wind. Subject to least cost solution compared to new gas, but also offers the same sufficient projects coming through the planning pipeline to grid services as a new gas plant. By betting on new gas today the maintain competitive tension, the government expects to deploy UK risks missing its emissions targets by veering away from a net around 12 GW of low-cost renewable generation. Specifically, zero pathway, avoids the least cost energy solution, and penalises under the government’s Ten Point Plan for a Green Industrial consumers as they will be the ones to bear higher electricity prices. Revolution the UK has chosen to capitalise on the country’s favourable coastline and extensive offshore wind resources by investing in and prioritising offshore wind generation, with capacity expected to quadruple to 40GW by 203013,14. Although we note at the current pace of development, the cost of offshore wind is still not low enough to be chosen as part of a CEP, such a government policy is likely designed to drive cost reductions through economies of scale. Therefore, it is possible in the near future offshore wind resources could be chosen as part of a CEP. The comparatively higher cost is also reflected in the government’s recent decision to place offshore wind technologies as a separate 13 https://www.gov.uk/government/news/green-industrial-revolution-in-sight-as-government-sets-out-plans-for-more-clean-energy 14 https://www.gov.uk/government/publications/energy-white-paper-powering-our-net-zero-future/energy-white-paper-powering-our-net-zero-future- accessible-html-version 15 https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/937634/cfd-proposed-amendments-scheme-2020- ar4-government-response.pdf carbontracker.org 13
4. Why a CEP is a viable and least cost solution to the UK’s future energy needs We assess the economics of gas and clean energy using the RMI energy, top 50 hours of peak net load17, and provide the same Clean Energy Portfolio Model16. The model estimates the grid level of grid flexibility18 of the gas plant to be considered. Our services of the proposed gas plant, optimising a clean energy analysis shows the composition of least-cost portfolios of clean portfolio to replicate the gas plant, and compares the LCOE of energy resources that can provide the same grid services at a each source. The clean energy portfolios can include offshore lower cost than a proposed natural gas-fired power plant. wind, onshore wind, utility-scale solar, battery storage, efficiency Bottom line: A CEP can provide the same grid services as measures, and demand response programs. It is salient to point new gas, but at lower cost. out that clean energy portfolios must at least match the monthly 4.1 A CEP is lower cost than new CCGTs and avoids £9 billion ($13 billion) in asset stranding Figure 3. CEP LCOE vs proposed CCGT gas plant LCOE 300 250 LCOE ($/MWh) 200 150 16 https://rmi.org/insight/clean-energy-portfolios-pipelines-and- 100 plants/ 17 Peak net load is defined as the amount of power needed 50 less the amount of energy expected from renewable generation (distinct from the CEP) 0 18 Flexibility of the CEP must match or exceed the gas plant’s nameplate capacity during the hour when the region experiences 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 its greatest one-hour increase in net load. Further, the model CEP LCOE New CCGT LCOE requires that non-solar resources are able to compensate for the largest four-hour drop in solar generation Source: Carbon Tracker analysis 14 carbontracker.org
Figure 3 shows 2020 was a tipping point for clean To calculate the potential stranded value we take a capex/MW energy portfolio economics with LCOE of CEPs and new of £640,000 ($880,000), as estimated by BNEF, as a proxy for CCGTs both at £60/MWh ($83/MWh). Our analysis shows investment cost. We acknowledge this is a simple approach, but a steadily declining LCOE curve for a CEP, from a deployment this value is meant to inform investors of the volume of assets at cost of £182/MWh ($252/MWh) in 2010 dropping by 67% to risk and the potential impairment of an asset that is theoretically £60/MWh ($83/MWh) in 2020. CEP costs will continue to fall. stranded from day one. It is also meant to inform company By 2030 the LCOE of the CEP is expected to drop to £41/MWh management of the financial risks of investing in new gas plants at ($57/MWh). This contrasts with the LCOE for a new CCGT which a time when much of the global generation fleet is decarbonising. is expected to increase to £67/MWh ($93/MWh) by 2030, a We understand that some of these new gas plants will likely go 63% premium to the CEP. This is unsurprising because unlike the ahead regardless. In this context, the inflection point at which new CCGT, a CEP is not subject to fuel and carbon prices19. Gas these new plants would be stranded is when the LCOE of the prices are forecast to increase this decade according to BNEF. In CEP is below the Long Run Marginal Cost (LRMC) of the gas plant addition, we expect carbon prices to rise from current levels. On in operation. At this point, market competition will drive plant the other hand, cost reductions in renewable sources is a global closures while book value remains, leading to asset write-offs. trend which is forecast to continue as clean technologies are deployed along learning rates. 4.2 A CEP can match the power generation of As we outline above, the inflection point, when a CEP outcompetes CCGTs a new CCGT, has already happened. Consequently, our findings We select a 1,800 MW gas plant as the representative plant to highlight a dominant investment signal: by investing in new be replaced by a CEP. This plant is assumed to function primarily gas, investors are exposing themselves to potential as a load following plant, although we highlight that if it were to stranded asset risk of £9 billion ($13 billion). Annual operate as a baseload plant, a CEP could match the output at emissions savings from forgoing new gas plants are also lower cost. relevant at 24 million tonnes of CO2, equivalent to 42% of total emissions from power plants in 2019 and 7% of total UK emissions20. Note: a table of every proposed CCGT along with the stranding year is available in the appendix. 19 Carbon prices assumption is available under Key assumptions in the appendix 20 2019 UK greenhouse gas emissions, provisional figures (publishing.service.gov.uk) carbontracker.org 15
According to Carbon Tracker’s analysis using the ENTSO-E unit- months of January, and May to July. In the other months, the CEP level generation data, the average capacity factor of CCGTs was could generate more energy than the gas plant at certain times. around 50% in 2019, with the highest production in January As a low cost producer, it is possible that lower cost energy from followed by May to July. Per figure 4, our analysis finds that a CEP could displace higher cost energy from other sources, and the equivalent CEP would be composed of 26% solar and 18% thus be sold to the system, but to be prudent we do not ascribe onshore wind nameplate capacity, as their production patterns any value to it. complement each other with solar more available in the warmer Figure 4. Contribution of each CEP resource to replace a 1,800-MW months when there is less wind availability. Onshore wind CCGT in the UK makes up less of the CEP’s nameplate capacity than solar PV in the portfolio because it provides more energy owing to higher 18% capacity factors. Although offshore wind in the UK generally CAP: 1.1 GW exhibits a higher and more stable capacity factor than onshore 20% CF: 28% CAP: 1.2 GW wind, and the government has put this at the forefront of its 2030 renewables target, its cost, at the current pace of development, is still not low enough to be chosen as part of the least-cost clean energy combination. Nevertheless, we acknowledge such 9% CAP: 0.6 GW a government policy is likely designed to drive cost reductions through economies of scale as well as bringing wider economic benefits not captured by the model. Therefore, it is possible in the near future offshore wind resources could be chosen as part 26% 27% CAP: 1.7 GW of a CEP. Much of the remaining capacity is picked up by battery CAP: 1.7 GW CF: 11% storage (27%) and demand response (20%) to account for periods of unavailability from solar and wind generation and, in the case Wind (Onshore) Solar ES EE DR of storage, mainly providing capacity during peak net load hours when other resources are unavailable. This selection of clean Source: Carbon Tracker analysis energy amounts to 6.3 GW of nameplate capacity. Nameplate capacity of the CEP is higher than that of the representative Notes: CAP: Nameplate capacity of each resource within a CEP. CF: Capacity factor of each renewable resource within a CEP. ES (energy storage), EE (energy gas plant to reflect the need to match output in the challenging efficiency), and DR (demand response) 16 carbontracker.org
As shown in Figures 5 and 6, most of the UK’s top 50 peak net load hours, which are determined by extrapolating hourly national demand profiles and subtracting forecasted generation from renewables, happen in winter (mainly January) during late afternoon to early evening. Figure 5. Season of top 50 hours peak net load Figure 6. Time of top hours peak net load 50 20 45 18 40 16 Count of net peak hours Count of net peak hours 35 14 30 12 25 10 20 8 15 6 10 4 5 2 0 0 Spring Summer Autumn Winter Night Late Early Late Early Late Early Evening Night night morning morning afternoon afternoon evening Source: Carbon Tracker analysis on 2019 Gridwatch UK hourly load data The UK’s hourly peak net power load shows not only timing meeting peak daily demand although, as can be seen, for any of peak, but also the number of consecutive peak hours. In given point in time, the contribution of these different sources to 2019, the top 50 peak net hours fell on only 13 days of the fulfil actual demand is quite different from capacity installed. We year, meaning many of the hours followed each other within observed four peaks of five to 13 hours and seven peaks of two a day. As shown in figure 7, all five technologies contribute to to four hours. carbontracker.org 17
Figure 7. Peak demand requirement of replacing a 1,800-MW CCGT in the UK Solar Wind (Onshore) ES EE DR CCGT output 2 1.8 1.6 Peak power output (GW) 1.4 1.2 1 0.8 0.6 0.4 0.2 0 0102 0102 0102 0102 0103 0103 0103 0103 0103 0120 0120 0122 0122 0122 0123 0123 0123 0123 0123 0124 0124 0124 0124 0124 0124 0124 0124 0124 0124 0124 0124 0124 0130 0130 0130 0130 0130 0130 0130 0131 0131 0211 0211 0211 0318 0318 1106 1129 1129 1217 Day of net peak hour Source: Carbon Tracker analysis These are challenging periods for renewable energy sources to storage contributes almost 40% of delivered electricity with meet demand given the mismatch between lower power output demand response accounting for a further 23%, while onshore from wind and solar and higher demand from users. Figure 8 wind only makes up around 10%. Energy efficiency, representing illustrates the average share of different clean energy resources 27%, picks up the remainder. The high potential for energy required to provide equivalent services of a CCGT during the efficiency reflects the old building stock in the UK, which could be top 50 peak net hours in the UK. To replicate the nameplate made more efficient through measures such as better insulation capacity during the top 50 peak net load hours of a gas plant, to reduce heating needs and more efficient lighting to reduce capacity and flexibility dominate the CEP selection: battery power demand. 18 carbontracker.org
Figure 8. Contribution of each cep resource to replace a 1,800- are separated into space heating and water heating), whose MW CCGT during net peak hours in the UK production profiles we estimate from data provided by Hotmaps21. Battery storage is exclusively chosen as a capacity resource, 1% CAP: 0.03 GW 9% providing capacity when renewable generation is unavailable, 23% CAP: 0.2 GW mirroring the high ramp-up speed of the gas units to fulfil the net CAP: 0.4 GW peak capacity requirement. The nature of consecutive net peak hours adds to the need for battery storage, as the CEP model typically selects batteries with increased power output capacity (to meet demand when solar and wind do not contribute) and increased duration (to meet demand across multiple hours on the 39% same day)22. Battery storage contributes heavily during these 50 CAP: 0.7 GW hours, except for 16 hours where onshore wind and/or demand 27% response can share some of the load burden. CAP: 0.5 GW It is also worth highlighting that, although not included in the analysis, the UK’s expansion plan for electricity interconnectors23 Wind (Onshore) Solar ES EE DR is potentially an additional source of flexibility which could provide support for CEPs. According to National Grid24, by 2024 there Source: Carbon Tracker analysis will be at least six interconnectors and 7.8 GW of power available between Great Britain and Europe. This is sufficient to supply 25% Note: CAP: Capacity of each resource within a CEP to fulfil top 50 net peak capacity requirements of domestic electricity requirements. Our analysis highlights the important fact that a CEP is capable of matching The efficiency and demand flexibility components of the power output from a gas plant for both monthly average representative plant are a mix of different sectors and end load as well as during net peak hours. uses (industrial, commercial, and residential; the latter two 21 https://www.hotmaps-project.eu/ 22 A list of battery storage used in the model is available under Key assumptions in the appendix 23 Electricity interconnectors connect the electricity systems of neighbouring countries and enable surplus power, such as that generated from wind and solar farms, to be traded and shared between countries, thus avoiding wastage 24 What are electricity interconnectors? | National Grid Group carbontracker.org 19
4.3 CEP cost will fall further once storage comes The falling cost for a CEP from 2010 to 2020 was primarily down the cost curve driven by declines in the cost of solar PV and onshore wind: according to BNEF, since 2014, solar and onshore wind LCOE Cost reduction in renewable sources is a global trend which declined 77% and 48%, respectively. Future cost reductions in a we expect to continue this decade as clean technologies are CEP are driven mostly by falling battery prices. deployed along learning rates. Almost half of the CEP cost is driven by battery storage given the need of fulfilling capacity requirements. Figure 9. Levelised cost of energy for each technology ($/MWh) PV non-tracking Wind (offshore) Wind (onshore) Untility-scale battery (4h) 250 200 150 100 50 0 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 Source: BNEF 20 carbontracker.org
Although deployment and commercialisation of new battery Offshore wind, although included in the analysis, was not storage technologies has already led to sharp cost reductions, selected owing to higher costs at the current pace of cost overall costs remain high relative to competing energy sources. development, although it is possible this will change in the near This is expected to change with further cost reductions forecast future as offshore wind is deployed along learning rates. Given this decade by BNEF owing to technology advancements leading the UK government is prioritising offshore wind development to longer lifetimes and performance, and lower manufacturing regardless, it is possible that other components of the CEP costs. According to BNEF, the capex of a 4-hour battery in the could be included at relatively low additional cost in light of UK will drop from £0.22m/MW ($0.3m/MW) in 2020 by 30% to the comparatively high capacity factors of offshore wind versus £0.15m/MW ($0.21m/MW) in 2025. By 2030, the cost declines other generating resources. further by 43% to £0.12m/MW ($0.17m/MW). We note that Not surprisingly, CCGTs are extremely vulnerable to fuel price forecast cost reductions by BNEF appear conservative relative to increases: a 25% increase in the gas price results in an additional history based on the view that learning rates are constant and £8/MWh ($11/MWh) cost saving when switching to a CEP. This thus offer good predictive power25. also highlights the risk of betting on gas; gas prices are volatile, To better understand the main drivers of the cost of both CEPs and as has been seen recently with sharp price rises; renewable CCGTs, we performed a sensitivity analysis by applying a +/- technologies continue to fall in cost and this is a trend which is 25% change to material cost inputs and examined incremental unlikely to change. cost savings achieved by building a combination of clean energy Importantly, because of the substitution between clean energy resources instead of a gas plant, as shown in figure 10. The cost resources in a CEP to select the least-cost option, changes to savings metrics essentially represent the difference between the costs of individual resources can be mitigated at the investment LCOE of a CEP and that of a CCGT. planning stage. For example, if onshore wind is assumed to be On the CEP side, as outlined above, the most relevant cost is more expensive, the model may substitute offshore wind if it is storage. We find that a 25% cost reduction in battery storage now comparatively cheaper. This is not possible with a gas plant would bring the overall cost of a CEP down by 12% giving an which is wholly reliant on non-substitutable gas as a fuel source. LCOE of £53/MWh ($73/MWh) instead of £60/MWh ($83/ MWh). 25 Wright’s Law is the best way to predict the future (canadiancor.com) carbontracker.org 21
Figure 10. Sensitivity of CEP economics to 25% change in cost components 25% increase in cost 25% decrease in cost Average cost savings by replacing a CCGT with a CEP ($/MWh) -12.0 -8.0 -4.0 0.0 4.0 8.0 12.0 Wind -5.0 5.0 Solar PV -3.2 3.2 Cost Component* Energy storage -10.9 10.9 CEP Energt efficiency -3.5 3.5 Demand response -0.4 0.4 Gas price -10.5 10.5 CCGT Carbon price -5.8 5.8 Source: Carbon Tracker analysis *Cost component: costs of onshore wind, solar PV and battery storage consist of capex and fixed O&M cost; cost of energy efficiency consists of capex only; cost of demand response consists of capex as well as fixed and variable O&M costs. Although this report focuses on CCGTs, we performed analysis advancement, building a CEP will not be cheaper than building on OCGTs despite their comparatively low proportion in the new turbines before 2036 (see figure 11) because of the high UK’s planning pipeline (7 units, 2.1 GW in total compared to capacity and flexibility requirements and low capacity factors. 14.3 GW of proposed CCGTs). The average capacity factor The low capacity factors lead to high levelised costs, as the high for OCGTs in the UK was around 10% in 2019 based on the capital cost is spread over a small amount of electricity output. It ENTSO-E record, given their use primarily as a peak load is this low amount of electricity produced which serves as a base plant. Our analysis suggests that, at the current state of cost for comparison as the model looks at a specific constraint in 22 carbontracker.org
function of the capacity to be replaced. This, and the important capacity requirement when these units meet peak load, drive up the cost of a CEP. The analysis looks at the stranding of OCGTs from a cost and capacity perspective, although capacity and ancillary service markets will likely continue supporting the fossil- fueled peakers. Figure 11. CEP LCOE vs proposed OCGT LCOE CEP LCOE New OCGT LCOE 800 700 600 LCOE ($/MWh) 500 400 300 200 100 0 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 Source: Carbon Tracker analysis carbontracker.org 23
As is the case with CCGTs, battery storage cost reduction has Figure 12. Contribution of each cep resource to replace the biggest effect in pushing a CEP down the cost curve in the a 299-MW OCGT in the UK context of OCGT substitution. As shown in figure 12, a CEP that would substitute a 299-MW OCGT is split mainly between 2% battery storage (49%, 432 MW) and demand response (24%, CAP: 18 MW CF: 28% 20% 207 MW), together with energy efficiency (5%, 44 MW) taking up CAP: 173 MW 24% almost 80% of the portfolio to provide capacity. The remaining CAP: 207 MW CF: 11% 22% goes mostly to solar PV (20%, 173 MW) with onshore wind showing a very small contribution at merely 2% (18 MW), because OCGTs produce very little energy, these energy producing resources are less useful. 5% CAP: 44 MW 49% CAP: 432 MW Wind (Onshore) Solar ES EE DR Source: Carbon Tracker analysis This selection of clean energy amounts to 870 MW of nameplate capacity. In the case of those OCGTs which exclusively fulfil part of the UK’s top 50 peak net load requirements, the need for capacity and flexibility is even more pronounced. Our analysis suggests battery storage would represent 68% of an equivalent CEP with demand response accounting for a further 23%. Battery storage is important as it can instantaneously fulfil peak demand in a similar way to OCGTs. 24 carbontracker.org
For the case of a 299-MW OCGT assumed to be commissioned in 2023, we calculate a LCOE of £200/MWh ($276/MWh). The corresponding overall replacement CEP cost is expected to decline from £238/MWh ($328/MWh) in 2020 to £68/MWh ($94/MWh) by 2050, or 36% less than the cost of building new OCGTs. 4.4 Conclusion Our analysis shows that a clean energy portfolio is able to provide the equivalent grid services of a new CCGT at lower cost. We assume that these proposed gas plants will be built to function primarily as load following plants, although we highlight that if they were also to operate as a baseload plant, a CEP could match the output at lower cost. Therefore, we find that a CEP could replace coal and nuclear plants, which are being phased out this decade. This analysis underlines the ability of a CEP to “keep the lights on” and the potential to avoid billions in stranded assets and prevent millions of tonnes of unnecessary emissions of CO2 by investing in CEPs. carbontracker.org 25
5. Recommendations for investors and policymakers 5.1 Embrace coal-to-clean instead of coal-to- would save £9 billion ($13 billion) in potential stranded assets gas and avoid £9 billion ($13 billion) in asset and 24 million tonnes of CO2 emissions annually, equivalent stranding to 7% of total 2019 emissions, enabling the UK to better meet its net zero emissions target by 2050. The UK committed to retiring all coal-fired power plants by 2025 at the latest, although the government is consulting on 5.2 Level the playing field in the Capacity Market the possibility of bringing this deadline forward by one year. The UK has aggressive plans to build over 14 GW of combined- The UK government views gas as the only counterweight to cycle gas turbines over the next decade to compensate the non-dispatchable renewable production to ensure the system capacity loss from decommissioning coal and nuclear assets, maintains its levels of safety and security given the imminent which will see around 15 GW of capacity close by 2025. New loss from coal and nuclear capacity. We find that a CEP can investments in gas capacity to fill any capacity gap left by the already provide the same grid services for lower cost than a new decommissioning of these assets will unlikely be a least-cost CCGT. The government introduced the capacity market as part solution over the investment payback period (estimated to be of its Electricity Market Reform policy to manage the security of 35 years in the model). The UK government perceives gas as a future power supplies at the lowest cost to consumers. This has reliable and secure source of energy, especially in peak periods had the effect of disproportionately rewarding fossil fuel (mainly like winter, even though much of the natural gas used to fire the gas) capacity. For example, capacity market auctions for the plants is imported exposing the system to import risk and users delivery years from 2018/19 to 2023/24, saw total payments to volatile energy prices. Importantly, our analysis highlights made to existing and new CCGT plants of £2.3 billion ($3.2 that a CEP is not only cheaper than new CCGTs but also offers billion). Meanwhile, the share of battery storage and demand equivalent grid services (monthly energy, peak capacity, and response among the awarded capacity was only 0.5% and 2% flexibility) i.e., CEPs can provide the same grid services as new respectively, as opposed to more than 40% for CCGTs. gas plants at lower cost. The UK should therefore consider replacing retiring coal plants with a CEP rather than new CCGTs and go coal-to-clean instead of coal-to-gas. We calculate this 26 carbontracker.org
The government needs to level the playing field for clean energy As we show, the combination of clean energy sources in a CEP sources to compete which will ensure the grid does not overlook is greater than the sum of its parts, owing to the complementary the least-cost option for the services required. As our analysis nature of the resource combination. By ignoring a portfolio of highlights, energy storage and demand response are key clean resources the capacity market risks missing out on the components of CEP alternatives to CCGT units. Although the UK optimal low-cost solution. government has made positive changes to the capacity market in favour of including more renewables and removing additional hurdles for battery projects larger than 50 MW, more needs to be done to promote longer duration storage at scale to reflect changing market requirements and enable a more meaningful contribution from this technology. In addition, demand response is permitted to prequalify for all delivery lengths, but this is subject to meeting minimum capex thresholds, which are often difficult to meet given the low capex nature of demand response. The current capacity market continues to disproportionately reward gas power and runs contrary to the UK’s goal to decarbonise the power sector. In its annual report26, RWE pointed to the fixed 15- year capacity payment remuneration for the King’s Lynn plant it bought in February 2020 to comfort investors. This reality also deters further investment in battery storage. 26 RWE (2020) https://www.group.rwe/-/media/RWE/documents/05-investor-relations/2019-Q4/20-03-12-RWE-annual-report-2019.pdf carbontracker.org 27
6. Appendix For the 2021/22 provision, a total of 125.4m ROCs have been awarded in the UK. The ROCs are calculated by applying the banding level for that technology to their generation. 6.1 Schemes to Promote Clean Energy Sources The RO scheme closed to new capacity on 31 March 2017. Renewable energy stations are accredited for 20 years. The Renewables Obligation 27 The Renewables Obligation came about in April 2002 placing Contracts for Difference 28 an obligation on UK electricity suppliers to source a quota of their CfDs are currently the main support mechanism for renewable supply from renewable sources. This entitles them to Renewable energy in the UK; they are a price discovery system which Obligation Certificates (ROCs) which they need to present to determines a strike price through auctions. Generators who win Ofgem, the electricity regulator. ROCS can also be bought from a CfD are compensated the difference per MWh to the market the renewable generator directly, providing an assured income price, but if the market price goes higher than the strike price, stream to the renewable generator. Banding was introduced generators must pay back the difference. The contract provides in 2009 to support the differing needs of renewable energy long term certainty in revenue streams for investors, while the technologies. Prior to the introduction of banding 1 ROC was subsidy cost to consumers is kept within strict limits. awarded for 1 MW of renewable energy. The auction mechanism works as follows: the government sets The RO is still in play though greatly reduced. The number of a technology-specific target of capacity and budget. Renewable ROCs that electricity suppliers are required to produce during generators that meet the eligibility requirements can apply for the 2021/22 obligation period will be: a CfD by submitting a ‘sealed bid’. The strike price is then determined by the maximum price that exhausts the set budget • 0.492 ROCs per MWh in Great Britain (England, Wales, and or the capacity limit. Projects that are competitive with the strike Scotland); and price win the CfD. • 0.194 ROCs per MWh in Northern Ireland. 27 https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/923126/renewables-oglibation-guidance- note-2021-22.pdf 28 BEIS (2020) https://www.gov.uk/government/publications/contracts-for-difference/contract-for-difference 28 carbontracker.org
To date, three auctions, together with the bespoke early-days CfD response “DSR” may also participate and is classified as “Proven contracts, have awarded support to over 16 GW of new renewable DSR” or “Unproven DSR” following a test. electricity capacity projects across technologies. The government The Demand Curve for the auction is sloped so that as more plans to open the fourth allocation round in 202129. capacity is procured, the price descends. There are multiple The government’s recently announced pledge to drive investment ‘rounds’, starting at a price cap and reducing incrementally. The in renewable energy includes setting a target to support up bids represent an obligation to supply power at a specific time to double the capacity of renewable energy in the next 2021 or face a penalty. Auctions cover a four-year time (T-4 Auction) CfD auction with the aim of “providing enough clean, low cost topped up by an auction one year before the delivery period energy to power up to 10 million homes.”30 After being excluded (T-1 Auction.) Prospective Capacity Providers must meet certain since 2016, onshore wind and new solar power projects will eligibility requirements and prequalify before they can participate now be able to enter the CfD auction again.31 The government in the CM auctions. According to Ofgem’s report on the is reviewing feedback from the consultation aiming at a CfD 2018/2019 auction, the final number of prequalified CMUs for market reform. Proposed amendments include pot allocation the T-4 Auction was 396, totalling 57.6 GW of de-rated capacity.33 of fixed-bottom offshore wind, strike price determination for More than half (56%) of the capacity acquired through the 2018 floating offshore wind, delivery year extension to 2030, flexibility T-1 Auction was gained by CCGTs, which totalled approximately of auction budgets, and clarity around battery storage co- 2 GW. Interconnector capacity accounted for approximately 1 located with renewables. GW (28%), this was followed by waste capacity at 265 MW (7%) and DSR capacity at 195 MW (5%). Biofuel, coal mine methane, 6.2 Capacity Market32 diesel and storage battery accounted for approximately 110 MW The capacity market is a scheme providing an additional revenue (~3%). Wind and solar were not included although renewables stream for generators to provide a back-up service to ensure are now permitted to participate in capacity market auctions. security of supply. Generators that are currently operational During the past decade, battery storage in the UK has caught or investing in an existing asset (‘Existing’ or ‘Refurbishing’) the attention of policy makers, grid operators and developers. and new generators and interconnectors (‘New Build’) bid for In particular, the capacity market has opened up to battery capacity called capacity market units (CMUs). Demand side 29 BEIS (2020) https://www.gov.uk/government/consultations/contracts-for-difference-cfd-proposed-amendments-to-the-scheme-2020 30 The Prime Minister Office (2020) https://www.gov.uk/government/news/new-plans-to-make-uk-world-leader-in-green-energy 31 BEIS (2020) https://beismedia.blog.gov.uk/2020/03/03/support-for-onshore-wind-to-drive-green-commitment/ 32 BEIS (2019) https://www.gov.uk/government/collections/electricity-market-reform-capacity-market 33 National Grid (2020) https://www.emrdeliverybody.com/CM/Auction-Results-1.aspx carbontracker.org 29
storage providers leading to increased awards, although still CCGTs on the other hand took over 40% of the total awarded only accounting for a very low average share at less than 0.5% capacity share every year and OCGTs took around 2.5%. in all auctions from 2015 (T-4 2019/20) to 2020 (T-1 2023/24). 6.3 Proposed CCGT gas units to be built in the UK Unit name Parent Company Capacity Start Stranded LCOE LCOE Years of (MW) year year* (Gas) (CEP) operation before stranding Meaford Energy St Modwen Properties, 299 2021 2021 £60.87 £57.47 0 Centre CC** Glenfinnan Properties ($84.11) ($79.41) Kemsley Paper Mill DS Smith PLC 68 2021 2021 £60.87 £57.47 0 power station K4 Wrexham Energy St Modwen Properties, 299 2021 2021 £60.87 £57.47 0 Centre Glenfinnan Properties Keadby power station Scunthorpe, 840 2022 2022 £61.87 £54.87 0 2 Lincolnshire County ($85.48) ($75.82) Belfast Harbour Estate Evermore Group, 480 2022 2022 £61.87 £54.87 0 power station CC Crescent Capital Group LLC King’s Lynn-B power Energetický a 850 2022 2022 £61.87 £54.87 0 station CC 1 průmyslový holding, a.s. Table continues overleaf 30 carbontracker.org
Unit name Parent Company Capacity Start Stranded LCOE LCOE Years of (MW) year year* (Gas) (CEP) operation before stranding King’s Lynn-B power Energetický a 850 2022 2022 £61.87 £54.87 0 station CC 2 průmyslový holding, a.s. Tees Combined-Cycle Sembcorp Industries 850 2022 2022 £61.87 £54.87 0 Power Plant CC 1 Ltd Tees Combined-Cycle Sembcorp Industries 850 2022 2022 £61.87 £54.87 0 Power Plant CC 2 Ltd Hillhouse Enterprise NPL Group 900 2022 2022 £61.87 £54.87 0 Zone Power Station power station CC 1 Eggborough power Energetický a 730 2022 2022 £61.87 £54.87 0 station CC 1 průmyslový holding (EPH) Eggborough power Energetický a 730 2022 2022 £61.87 £54.87 0 station CC 2 průmyslový holding (EPH) Eggborough power Energetický a 730 2022 2022 £61.87 £54.87 0 station CC 3 průmyslový holding (EPH) Drax power station 5 Drax Group plc 1800 2023 2023 £62.70 £52.72 0 Repower ($86.63) ($72.85) Table continues overleaf carbontracker.org 31
Unit name Parent Company Capacity Start Stranded LCOE LCOE Years of (MW) year year* (Gas) (CEP) operation before stranding Drax power station 6 Drax Group plc 1800 2023 2023 £62.70 £52.72 0 Repower Ferrybridge power SSE Generation 1100 Unknown 2020 £61.87 £54.87 0 station D CC 1 Limited Ferrybridge power SSE Generation 1100 Unknown 2020 £61.87 £54.87 0 station D CC 2 Limited * Inflection point for clean energy portfolio (CEP) economics was already happening in 2020 **Meaford Energy Center was scheduled to come online in 2020; however, it is still not operational so we assume 2021 as start date 32 carbontracker.org
6.4 Proposed OCGT gas units to be built in the UK Unit name Parent Company Capacity Start Stranded LCOE LCOE Years of (MW) year year* (Gas) (CEP) operation before stranding Hirwaun Power Station Drax Group plc 299 2020 2036 £96.33 £237.08 16 GT ($133.1) ($327.57) Progress Power Station Kavala Consortium 299 2020 2036 £96.33 £237.08 16 GT Abergelli power Drax Group plc 299 2022 2036 £98.33 £211.08 14 station GT ($135.86) ($291.65) Millbrook Power Drax Power Ltd, 299 2022 2036 £98.33 £211.08 14 Station power station subsidiary of Drax GT Group plc Eggborough power Energetický a 299 2022 2036 £98.33 £211.08 14 station GT 9 průmyslový holding (EPH) VPI Immingham Vitol SA 299 2023 2036 £99.44 £199.85 13 power station B ($137.4) ($276.13) West Burton power Electricite de France 299 2024 2036 £100.57 £189.33 12 station C ($138.96) ($261.66) carbontracker.org 33
6.5 Average capacity factor of each hour of the day in each month Average hourly capacity factor by month in 2019 (Onshore wind and Solar PV) compared to monthly capacity factor of CCGTs Solar PV Wind (onshore) CCGT 60% 50% Capacity Factor (%) 40% 30% 20% 10% 0% Hour in Each Month Source: Carbon Tracker analysis on RenewableNinja data and ENTSO-E generation data Solar energy complements onshore wind, because its capacity 16% over the full period of day and night (see above). During factor peaks during the warmer months of April to September the darker first and fourth quarters, solar irradiance is weak, when the capacity factor of wind generation is lowest. Mean pushing the solar PV capacity factor down to a daily average hourly solar capacity factors are in a range of 20 to 50 percent of 6%. between 9AM and 7PM during summer months, averaging 34 carbontracker.org
It is worth noting that the generation profile of solar and wind is based on the UK’s national average, and future planning would benefit from more in-depth regional analyses to determine installation locations that maximise the ability to fulfil peak demands. 6.6 Key assumptions Assumption Detail Source Gas plant monthly We use historical dispatch data of similar plants in the proposed country from ENTSO-E (2019) capacity factor ENTSO-E and calculate the average monthly CF. Gas plant costs Capital cost is based on IEA WEO’s cost projection on a technology and country IEA (2015) (Capex, FOM, VOM) level. The capital cost for OCGT is $467/kW, that for CCGT is $933/kW. Department of Fixed O&M assumptions depend on the technology: $10.52/kW for OCGT; Energy and Climate $13.15/kW for CCGT; Costs are inflation adjusted. Change and Leigh Fisher (2016) Variable O&M assumptions depend on the technology: US$1.18/MWh for OCGT; US$1.91/MWh for CCGT; The values are obtained from the report by Department of Energy and Climate Change and Leigh Fisher (2016) Cost of renewables LCOE of solar PV, onshore wind and offshore wind is obtained from BNEF (2020). BNEF (2020) (Solar PV, Onshore Costs are specific to the UK. wind, Offshore wind) Cost of battery CTI analysis based on Lazard’s Levelized Cost of Storage Analysis—Version 5.0 (2019). Lazard (2019) storage (CapEx, Storage operating expenses are dominated by the need to replace lost capacity FOM, VOM) that accumulates with each cycle. We assume 0.03% of battery capacity is lost each time the battery is cycled. Table continues overleaf carbontracker.org 35
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