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Nuclear Development 2012 N uclear Energy and Renewables N u c le a r E n e r g y a n d R System Effects in Low-carbon e n e Electricity Systems w a b le s : S y s t e m E f f e c t s in L o w -c a r b o n E le c t r ic it y S y s t e m s NEA Nuclear Development ISBN 978-92-64-18851-8 Nuclear Energy and Renewables: System Effects in Low-carbon Electricity Systems © OECD 2012 NEA No. 7056 NUCLEAR ENERGY AGENCY ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT The OECD is a unique forum where the governments of 34 democracies work together to address the economic, social and environmental challenges of globalisation. The OECD is also at the forefront of efforts to understand and to help governments respond to new developments and concerns, such as corporate governance, the information economy and the challenges of an ageing population. The Organisation provides a setting where governments can compare policy experiences, seek answers to common problems, identify good practice and work to co-ordinate domestic and international policies. The OECD member countries are: Australia, Austria, Belgium, Canada, Chile, the Czech Republic, D enmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Israel, Italy, Japan, Luxembourg, Mexico, the Netherlands, New Zealand, Norway, Poland, Portugal, the Republic of Korea, the Slovak Republic, Slovenia, Spain, Sweden, Switzerland, Turkey, the United Kingdom and the United States. The European Commission takes part in the work of the OECD. OECD Publishing disseminates widely the results of the Organisation’s statistics gathering and research on economic, social and environmental issues, as well as the conventions, guidelines and standards agreed by its members. This work is published on the responsibility of the OECD Secretary-General. NUCLEAR ENERGY AGENCY The OECD Nuclear Energy Agency (NEA) was established on 1 February 1958. Current NEA membership consists of 30 OECD member countries: Australia, Austria, Belgium, Canada, the Czech Republic, Denmark, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Italy, Japan, Luxembourg, Mexico, the Netherlands, Norway, Poland, Portugal, the Republic of Korea, the Slovak Republic, Slovenia, Spain, Sweden, Switzerland, Turkey, the United Kingdom and the United States. The European Commission also takes part in the work of the Agency. The mission of the NEA is: – to assist its member countries in maintaining and further developing, through international co- operation, the scientific, technological and legal bases required for a safe, environmentally friendly and economical use of nuclear energy for peaceful purposes, as well as – to provide authoritative assessments and to forge common understandings on key issues, as input to government decisions on nuclear energy policy and to broader OECD policy analyses in areas such as energy and sustainable development. Specific areas of competence of the NEA include the safety and regulation of nuclear activities, radioactive waste management, radiological protection, nuclear science, economic and technical analyses of the nuclear fuel cycle, nuclear law and liability, and public information. The NEA Data Bank provides nuclear data and computer program services for participating countries. In these and related tasks, the NEA works in close collaboration with the International Atomic Energy Agency in Vienna, with which it has a Co-operation Agreement, as well as with other international organisations in the nuclear field. This document and any map included herein are without prejudice to the status of or sovereignty over any territory, to the delimitation of international frontiers and boundaries and to the name of any territory, city or area. Corrigenda to OECD publications may be found online at: www.oecd.org/publishing/corrigenda. © OECD 2012 You can copy, download or print OECD content for your own use, and you can include excerpts from OECD publications, databases and multimedia products in your own documents, presentations, blogs, websites and teaching materials, provided that suitable acknowledgment of the OECD as source and copyright owner is given. All requests for public or commercial use and translation rights should be submitted to [email protected]. Requests for permission to photocopy portions of this material for public or commercial use shall be addressed directly to the Copyright Clearance Center (CCC) at [email protected] or the Centre français d’exploitation du droit de copie (CFC) [email protected]. Cover photos: Electricity pylon, France (F. Vuillaume, OECD/NEA); Brokdorf nuclear power plant, Germany (Alois Staudacher); solar panels. FOREWORD Foreword Electricity generating power plants do not exist in isolation. They interact with each other and their customers through the electricity grid as well as with the wider economic, social and natural environment. This means that electricity production generates costs beyond the perimeter of the individual plant. Such external costs or system costs can take the form of intermittency, network congestion or greater instability but can also affect the quality of the natural environment or pose risks in terms of the security of supply. System costs in this study are defined as the total costs above plant- level costs to supply electricity at a given load and given level of security of supply. Accounting for such system costs can make significant differences to the social and private investor costs of different power generation technologies. Not accounting for them implies hidden costs that can, if not adequately anticipated, pose threats to the security of electricity supply in the future. The present study continues the work of the OECD Nuclear Energy Agency (NEA) on the full costs of electricity generation in the wake of recent reports on Projected Costs of Generating Electricity (2010), The Security of Energy Supply and the Contribution of Nuclear Energy (2010) and Carbon Pricing, Power Markets and the Competitiveness of Nuclear Power (2011). While the study analyses the system costs of all power generation technologies, it concentrates on the system effects of nuclear power and variable renewables, such as wind and solar PV, as their interaction is becoming increasingly important in the decarbonising electricity systems of OECD countries. In particular, the integration of significant amounts of variable renewables is a complex issue that profoundly affects the structure, financing and operational mode of electricity systems in general and nuclear in particular. System costs also vary strongly between different countries due to differences in the generation mix, the share of variable renewables and the shape of the daily and seasonal load curves. The study focuses on grid-level system costs that are composed of the costs for network connection, extension and reinforcement, short-term balancing and long-term adequacy in order to ensure continuous matching of supply and demand under all circumstances. Such grid-level costs are real monetary costs that are already being borne today by network operators, dispatchable power producers using nuclear, coal or gas, as well as electricity customers. An important contribution of this study is the first systematic quantification of such grid-level system costs for six OECD/NEA countries (Finland, France, Germany, the Republic of Korea, the United Kingdom and the United States). Including system costs increases the total costs of variable renewables, depending on technology, country and penetration levels, by up to one-third. The study also looks at total system costs in a qualitative manner. This broader set of system cost would include local and global environmental externalities, impacts on the security of energy supply and a country’s strategic position as well as other positive or negative spillover effects relating to technological innovation, economic development, accidents, waste, competitiveness or exports. In addition, the study also considers the ability of nuclear energy to contribute to the internalisation of the system costs generated by intermittency in low-carbon electricity systems. In addition, the study examines the important “pecuniary externalities” or financial impacts that the introduction of variable renewables has on the profitability of dispatchable technologies both in the short run and in the long run. In the short run, with the current structure of the power generation mix remaining in place, all dispatchable technologies, nuclear, coal and gas, will suffer due to lower average electricity prices and reduced load factors (“compression effect”). Due to its lower variable costs, however, existing nuclear power plants will do relatively better than gas and coal plants. In particular, gas plants are already experiencing substantial declines in profitability in several OECD/NEA countries 3 NUCLEAR ENERGY AND RENEWABLES: SYSTEM EFFECTS IN LOW-CARBON ELECTRICITY SYSTEMS, ISBN 978-92-64-18851-8, © OECD 2012 FOREWORD with high shares of variable renewables. In the future, dispatchable technologies, including nuclear, will require that a portion of their revenues be derived from other sources than “energy-only” electricity markets if they are to stay in the market and provide the necessary back-up services. Capacity payments or markets with capacity obligations will play an important part in addressing this issue. In the long run, nuclear energy will be affected disproportionately by the increased difficulties to finance large fixed-cost investments in volatile low-price environments. This can have significant impacts on the carbon intensity of power generation. If, for instance, such baseload is currently produced by nuclear power, replacing the latter in the future by a mix of variable renewables and gas will mean that carbon emissions will rise rather than fall. System costs, both technical costs at the grid level and pecuniary impacts, vary strongly between countries, depending on the amount of variable renewables being introduced, local conditions and the level of carbon prices. The latter are particularly important. While nuclear power has some system costs of its own, it remains the only major dispatchable low-carbon source of electricity other than hydropower which is in limited supply. Carbon prices will thus be an increasingly important tool to differentiate between low-carbon and high-carbon dispatchable technologies. System costs are not only country-dependent, as a policy-relevant issue they are also a complex, relatively new phenomenon that poses a number of methodological challenges, not all of which have yet been resolved in a generally accepted manner. The present study provides a contribution to the debate, which is still ongoing. Further research is necessary and will undoubtedly refine both methodologies and empirical results. Nevertheless, by building on a systematic review of the available literature and by contributing some carefully considered methodological advances, the findings herein should help inform discussions. The policy implications for governments are clear and unaffected by these methodological consid- erations. First, governments need to ensure the transparency of power generation costs at the system level. When making policy decisions affecting their electricity markets, countries need to consider the full system costs of different technologies. Second, governments should prepare the regulatory frameworks to minimise system costs and favour their internalisation. This includes remunerating the capacity services of dispatchable technologies, allocating the costs for balancing, adequacy and grid connection in a fair and transparent manner and monitoring carefully the implications for carbon emissions of different strategic choices for back-up provision. Failure to do so will rebound in terms of unanticipated cost and environmental emission increases of the overall power supply for many years to come. Acknowledgements This study was written by Professor Jan Horst Keppler and Dr. Marco Cometto, OECD/NEA Nuclear Development Division. Dr. Ron Cameron, Head of the OECD/NEA Nuclear Development Division, provided managerial oversight as well as substantial comment throughout the process. The work was overseen at all stages by the OECD/NEA Working Party on Nuclear Energy Economics (WPNE) chaired by Matthew Crozat (United States) and Professor Alfred Voss (Germany). The study was endorsed for publication by the OECD/NEA Nuclear Development Committee (NDC). Several individuals made substantive contributions to different parts of the study. Philippe  Lebreton (France) provided significant input to Chapter 2 “The Effects of Nuclear Power at the Level of the Electricity System”. The section on the load following capabilities of nuclear plants “The Flexibil- ity Potential of Nuclear Power Plants in the Short Run” is based on earlier work by Dr. Alexey Lokhov (OECD/NEA Nuclear Development Division). For Chapter 5 on “Regulatory Frameworks for the Inter- nalisation of System Effects and the Adequate Remuneration of Flexibility Services” a first draft was prepared by Eduard Blanquet i Aragó (OECD/NEA Nuclear Development Division). Section 6.1 on “The Role of Smart Electricity Grids in Facilitating the Interaction between Intermittent Renewa- bles and Nuclear Power in Integrated Electricity Systems” is based on a study by Dr. Dirk Van Hertem, 4 NUCLEAR ENERGY AND RENEWABLES: SYSTEM EFFECTS IN LOW-CARBON ELECTRICITY SYSTEMS, ISBN 978-92-64-18851-8, © OECD 2012 ACKNOWLEDGEMENTS Dr. Erik Delarue, Dr. Leen  Vandezande, Dr. Benjamin Dupont, Dr. Frederik Geth, Dr. Jeroen Büscher, Professor  William D’haeseleer and Professor Ronnie Belmans of the Energy Institute of K.U. Leuven (Belgium) prepared for the WPNE. Section 6.2 on “The Economic Potential of Small Modular Reac- tors in Integrated Electricity Systems” is based on a study by Dr. Sara Boarin, Professor Marco Ricotti and Professor Marco Mancini of Politecnico Milano for the WPNE. Finally, Chapter 7 on “Modelling the System-wide Interaction of Nuclear Power and Renewables: A Case Study of Germany” was contributed to the work of the WPNE by Dr. Rüdiger Barth, Dr. Heike Brand, Dr. Jürgen Apfelbeck and Professor Alfred Voß, Institute for Energy Economics and the Rational Use of Energy, University of Stuttgart. The authors would also like to thank the participants of two workshops on system cost issues, as well as the participants in the OECD/IEA/NEA Roundtable on the Integration of Intermittent Renewables in Decarbonising Electricity Systems, for their feedback and contributions. The members of the WPNE as well as the participants in the workshops and the roundtable are acknowledged in Annex 1. 5 NUCLEAR ENERGY AND RENEWABLES: SYSTEM EFFECTS IN LOW-CARBON ELECTRICITY SYSTEMS, ISBN 978-92-64-18851-8, © OECD 2012 TABLE OF CONTENTS Table of contents Executive summary .............................................................................................................................................................................. 13 Chapter 1 Introduction: system effects between nuclear energy and variable renewables .......... 25 1.1 W hy a study on the system effects of nuclear energy and variable renewables? .. 25 1.2 The nature of this study ............................................................................................................................ 26 1.3 Notions of system costs and their relation to externalities .............................................. 30 1.4 The question of pecuniary externalities ....................................................................................... 34 1.5 A new role for nuclear energy ................................................................................................................ 38 Chapter 2 The effects of nuclear power at the level of the electricity system ........................................ 43 2.1 Nuclear power plants as part of the electrical system ......................................................... 43 2.2 The siting issue ............................................................................................................................................... 50 2.3 The importance of grid quality for nuclear power plants ................................................... 56 2.4 Costs for a nuclear power plant ........................................................................................................... 60 2.5 Conclusion ......................................................................................................................................................... 61 Chapter 3 The contribution of nuclear power to the minimisation of system effects in the short and long run ......................................................................................................................................... 65 3.1 The flexibility potential of nuclear power plants in the short run ................................ 67 3.2 Long-term management of nuclear power plant fleets to minimise system costs .................................................................................................................................................... 89 3.3 Conclusion ......................................................................................................................................................... 100 Chapter 4 Determining and measuring the system costs of power generation ................................... 103 4.1 System costs in the electricity sector: the system cost matrix ....................................... 103 4.2 Quantitative estimation of system costs for selected OECD countries ...................... 121 4.3 De-optimisation of the generation mix and pecuniary externalities ......................... 132 Appendix 4.A OECD system cost model .......................................................................................................................................... 143 Appendix 4.B Supplementary tables and data ............................................................................................................................. 149 Appendix 4.C Calculation of the optimal generation mix using annual LOAD duration curve and residual duration curves ............................................................................................................................................................. 151 Appendix 4.D Changes in the optimal generation mix – a hidden system cost .............................................................. 155 7 NUCLEAR ENERGY AND RENEWABLES: SYSTEM EFFECTS IN LOW-CARBON ELECTRICITY SYSTEMS, ISBN 978-92-64-18851-8, © OECD 2012 TABLE OF CONTENTS Chapter 5 Regulatory frameworks for the internalisation of system effects and the adequate remuneration of flexibility services ............................................................................................................ 161 5.1 Introduction ...................................................................................................................................................... 161 5.2 D ispatchable back-up capacity, interconnections, storage and demand response: four options for the provision of flexibility services ....................................... 162 5.3 Markets for managing variability and the provision of dispatchable capacity ..... 172 5.4 Improving renewable support policies to reduce system effects ................................... 180 5.5 Conclusion ........................................................................................................................................................ 185 Chapter 6 Future visions ............................................................................................................................................................ 191 6.1 The role of smart electricity grids in facilitating the interaction between intermittent renewables and nuclear power in integrated electricity systems ... 191 6.2 The economic potential of small modular reactors in integrated electricity systems ....................................................................................................................................... 202 Chapter 7 Modelling the system-wide interaction of nuclear power and renewables: a case study of Germany .................................................................................................................................... 213 7.1 Objective and background of this analysis ................................................................................... 213 7.2 Methodology and presentation of the model .............................................................................. 213 7.3 The case study ................................................................................................................................................. 215 7.4 Summary ............................................................................................................................................................ 227 Appendix 7.A Structure and working of the E2M2S and the JMM used in the modelling ........................ 229 Appendix 7.B The impacts of the annual volatility of wind and solar generation ........................................ 233 Chapter 8 Lessons learnt and policy recommendations ....................................................................................... 237 8.1 System effects: the need for policy action .................................................................................... 237 8.2 On this study .................................................................................................................................................... 238 8.3 Lessons learnt .................................................................................................................................................. 240 8.4 Policy recommendations .......................................................................................................................... 242 ANNEXES Members of the Working Party on Nuclear Energy Economics (WPNE) ............................................................ 245 Acronyms .................................................................................................................................................................................................... 249 FIGURES ES.1 Plant-level, grid-level and total system costs ......................................................................................................... 14 ES.2 Annual electricity supply costs in Germany as a function of different shares of variable renewables and nuclear ...................................................................................................................................................... 20 1.1 The impact of 35% renewable energy penetration in the western United States .......................... 28 1.2 Wind power and negative prices on the German electricity wholesale market ............................ 36 2.1 Hourly electricity demand curve in Texas (ERCOT) for 3 weeks in 2005 .............................................. 45 2.2 System load following and frequency regulation ................................................................................................ 46 8 NUCLEAR ENERGY AND RENEWABLES: SYSTEM EFFECTS IN LOW-CARBON ELECTRICITY SYSTEMS, ISBN 978-92-64-18851-8, © OECD 2012

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