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Potential for small and micro modular reactors to electrify developing regions

Abstract

While small-scale nuclear power is typically thought of for niche markets, recent work has suggested that it could help address the massive gaps in energy access in developing countries. However, nuclear energy has safety, governance and economic considerations that affect its deployment. Here we present a global analysis of regions suitable for nuclear reactor deployment based on physical siting criteria, security, governance and economic competitiveness. We use high-resolution population and satellite night-time light data to identify areas in need of electricity. We show that, technically, reactors in the 1–50 MWe range could serve 70.9% of this population. However, economics alone would make microreactors uncompetitive compared with renewables and energy storage for 87% of this population. Grid extensions and small modular nuclear reactors (with more competitive economics) could electrify these populations, but governance issues could limit deployment for all but 20% of this population. Together, governance and economics eliminate 95% of the potential market for microreactors.

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Fig. 1: Geospatial analysis for the ability of MMRs and SMRs to address electricity poverty.
Fig. 2: Locations that meet basic siting criteria by reactor scale.
Fig. 3: System size needed to meet tier 5 demand for the no-light population.
Fig. 4: Number of people potentially served by MMRs of 1 MWe.
Fig. 5: Indicators of governance in countries with incomplete electrification, relative to Ukraine.
Fig. 6: Conflict events against the state in countries with high rates of electricity poverty (2016–2020).

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Data availability

Open-source datasets used in this study are publicly available and can be downloaded from their original sources for replication purposes. The underlying data behind the figures in this paper are publicly available at Figshare: Fig. 2 at https://doi.org/10.6084/m9.figshare.24802650 (ref. 75), Fig. 3 at https://doi.org/10.6084/m9.figshare.24802725 (ref. 76), Fig. 4 at https://doi.org/10.6084/m9.figshare.24803103 (ref. 77), Fig. 5 at https://doi.org/10.6084/m9.figshare.24803193 (ref. 78), Fig. 6 at https://doi.org/10.6084/m9.figshare.24803115 (ref. 79) and Supplementary Figs. 4 and 5 at https://doi.org/10.6084/m9.figshare.24803124 (ref. 80).

Code availability

The code used in this study is made available through GitHub at https://github.com/glher/GANS24 (ref. 81).

References

  1. Paris Agreement to the United Nations Framework Convention on Climate Change. TIAS No. 16-1104 (2015). US Department of State https://www.state.gov/16-1104/ (2015).

  2. McCollum, D. L. et al. Energy investment needs for fulfilling the Paris Agreement and achieving the Sustainable Development Goals. Nat. Energy 3, 589–599 (2018).

    Article  Google Scholar 

  3. Rogelj, J. et al. Scenarios towards limiting global mean temperature increase below 1.5 °C. Nat. Clim. Change 8, 325–332 (2018).

    Article  Google Scholar 

  4. Ebinger, J. O. Climate impacts on energy systems: key issues for energy sector adaptation. World Bank Publications http://documents.worldbank.org/curated/en/580481468331850839/Climate-impacts-on-energy-systems-key-issues-for-energy-sector-adaptation (2011).

  5. Kaygusuz, K. Energy for sustainable development: a case of developing countries. Renew. Sustain. Energy Rev. 16, 1116–1126 (2012).

    Article  Google Scholar 

  6. Chu, S. & Majumdar, A. Opportunities and challenges for a sustainable energy future. Nature 488, 294–303 (2012).

    Article  Google Scholar 

  7. Bhattacharyya, S. C. Energy access programmes and sustainable development: a critical review and analysis. Energy Sustain. Dev. 16, 260–271 (2012).

    Article  Google Scholar 

  8. World Energy Outlook 2012. International Energy Agency https://www.iea.org/reports/world-energy-outlook-2012 (2012).

  9. Bruckner, T. et al. in Climate Change 2014: Mitigation of Climate Change. IPCC Working Group III Contribution to AR5 (eds Edenhofer, O.et al.) Ch. 7 (Cambridge Univ. Press, 2014).

  10. Shropshire, D. E., Black, G. & Araujo, K. Global market analysis of microreactors. US Department of Energy https://www.osti.gov/biblio/1806274 (2021).

  11. Gilbert, A. Q. & Bazilian, M. D. Can distributed nuclear power address energy resilience and energy poverty? Joule 4, 1839–1843 (2020).

    Article  Google Scholar 

  12. Schweikert, A., Osborne, A. & Deinert, M. Scale matters: ending global electricity poverty provides new opportunities for SMR and MMR technologies. in Climate Change and the Role of Nuclear Power, Proceedings Series - International Atomic Energy Agency Supplementary Files (IAEA, 2020).

  13. Report: COVID-19 slows progress towards universal energy access. The World Bank https://www.worldbank.org/en/news/press-release/2022/06/01/report-covid-19-slows-progress-towards-universal-energy-access (2022).

  14. Stoll, B. L., Smith, T. A. & Deinert, M. R. Potential for rooftop photovoltaics in Tokyo to replace nuclear capacity. Environ. Res. Lett. 8, 014042 (2013).

    Article  Google Scholar 

  15. Mays, G. T. et al. Application of spatial data modeling and geographical information systems (GIS) for identification of potential siting options for various electrical generation sources. http://mydocs.epri.com/docs/TI/ORNL_Siting_Study_2011-12.pdf (Electric Power Research Institute, 2012).

  16. Belles, R., Mays, G. T., Omitaomu, O. A. & Poore III, W. P. Updated application of spatial data modeling and geographical information systems (GIS) for identification of potential siting options for small modular reactors. Oak Ridge National Laboratory https://info.ornl.gov/sites/publications/files/Pub39008.pdf (2012).

  17. Levite, A. E. Never say never again: nuclear reversal revisited. Int. Secur. 27, 59–88 (2002).

    Article  Google Scholar 

  18. Kemp, R. S. The Iran nuclear deal as a case study in limiting the proliferation potential of nuclear power. Nat. Energy 4, 99–106 (2019).

    Article  Google Scholar 

  19. Nichol, M. & Desai, H. Cost competitiveness of micro-reactors for remote markets. Nuclear Energy Institute https://www.nei.org/resources/reports-briefs/cost-competitiveness-micro-reactors-remote-markets (2019).

  20. Klouda, N. et al. Microreactors in Alaska—use case analysis. University of Alaska https://uaf.edu/acep/files/working-groups/nuclear-energy/Use-Case-Analysis_Complete.pdf (2020).

  21. L’Her, G. F. et al. Potential of photovoltaics and energy storage to address lack of electricity access. Preprint at https://doi.org/10.48550/arXiv.2310.11615 (2023).

  22. Kemp, R. S. Should we fund nuclear microreactors? Joule 4, 1859 (2020).

    Article  Google Scholar 

  23. Elvidge, C. D., Zhizhin, M., Ghosh, T., Hsu, F.-C. & Taneja, J. Annual time series of global VIIRS nighttime lights derived from monthly averages: 2012 to 2019. Remote Sens. 13, 922 (2021).

    Article  Google Scholar 

  24. Rose, A. N. et al. LandScan Global 2019. Oak Ridge National Laboratory https://doi.org/10.48690/1524214 (2020).

  25. Access to electricity (% of population). The World Bank https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS (2019).

  26. Arderne, C., Zorn, C., Nicolas, C. & Koks, E. E. Predictive mapping of the global power system using open data. Sci. Data 7, 19 (2020).

    Article  Google Scholar 

  27. Sustainable Energy Handbook—Module 5.3. European Union https://capacity4dev.europa.eu/groups/public-energy/info/sustainable-energy-handbook_en (2016).

  28. Kaufmann, D., Kraay, A. & Mastruzzi, M. The worldwide governance indicators: methodology and analytical issues. Hague J. Rule Law 3, 220–246 (2011).

    Article  Google Scholar 

  29. Nuclear safety, security, and safeguards in Ukraine–2nd Summary Report by the Director General. International Atomic Energy Agency https://www.iaea.org/sites/default/files/22/09/ukraine-2ndsummaryreport_sept2022.pdf (2022).

  30. Kerber, S. W., Gilbert, A. Q., Deinert, M. R. & Bazilian, M. D. Understanding the nexus of energy, environment and conflict: an overview. Renew. Sustain. Energy Rev. 151, 111473 (2021).

    Article  Google Scholar 

  31. Varuttamaseni, A., Bari, R. A. & Youngblood, R. Construction of a cyber attack model for nuclear power plants. US Department of Energy https://www.osti.gov/biblio/1378337 (2017).

  32. Croicu, M. & Sundberg, R. UCDP GED Conflict Polygons Dataset Codebook, version 1.1-2011 (UCDP, Department of Peace and Conflict Research, Uppsala University, 2012).

  33. Black, G. & Peterson, S. Economic impact report: construction and operation of a small modular reactor electric power generation facility at the Idaho National Laboratory Site, Butte County, Idaho. University of Idaho https://line.idaho.gov/wp-content/uploads/2019/02/smr-economic-impact-report.pdf (2019).

  34. Black, G. A., Aydogan, F. & Koerner, C. L. Economic viability of light water small modular nuclear reactors: general methodology and vendor data. Renew. Sustain. Energy Rev. 103, 248–258 (2019).

    Article  Google Scholar 

  35. Bellato, R. Sigue adelante la construcción del reactor CAREM. EconoJournal https://econojournal.com.ar/2018/06/sigue-adelante-la-construccion-del-reactor-carem/ (2018).

  36. Nuclear power in Argentina. World-Nuclear.org https://web.archive.org/web/20200622054816/https://www.world-nuclear.org/Information-Library/Country-Profiles/countries-A-F/Argentina.aspx (2020).

  37. Patel, S. NuScale boosts SMR capacity, making it cost competitive with other technologies. POWER Magazine https://www.powermag.com/nuscale-boosts-smr-capacity-making-it-cost-competitive-with-other-technologies/ (2018).

  38. Walton, R. Rising steel prices, interest rates could push NuScale Utah project cost to $100/MWh, but support remains. Utility Dive https://www.utilitydive.com/news/nuscale-nuclear-reactor-smr-uamps-rising-steel-prices-interest-rates/636619/

  39. Cho, A. Several U.S. utilities back out of deal to build novel nuclear power plant. Science https://doi.org/10.1126/science.abf5797 (2020).

  40. Rosendahl, J. & Forsell, T. Areva’s Finland reactor to start in 2019 after another delay. Reuters https://www.reuters.com/article/idUSKBN1CE1NQ (2017).

  41. EDF announces new delay for Flamanville EPR reactor. Reuters https://www.reuters.com/business/energy/edf-announces-new-delay-flamanville-epr-reactor-2022-12-16/ (2022).

  42. Southern sticks to cost, startup estimates for Vogtle nuclear reactors in Georgia. Reuters https://www.reuters.com/business/energy/southern-sticks-cost-startup-estimates-vogtle-nuclear-reactors-georgia-2022-04-28/ (2022).

  43. EDF to announce new cost increase, delay for Hinkley Point nuclear plant. Reuters https://www.reuters.com/business/energy/edf-announce-new-cost-increase-delay-hinkley-point-nuclear-plant-2022-03-28/ (2022).

  44. Brazil narrows field to China, Russia, France for Angra 3 nuclear partner. Reuters https://www.reuters.com/article/idUSKBN1X22E9/ (2019).

  45. Steigerwald, B., Weibezahn, J., Slowik, M. & Von Hirschhausen, C. Uncertainties in estimating production costs of future nuclear technologies: a model-based analysis of small modular reactors. Energy 281, 128204 (2023).

    Article  Google Scholar 

  46. Buongiorno, J., Carmichael, B., Dunkin, B., Parsons, J. & Smit, D. Can nuclear batteries be economically competitive in large markets? Energies 14, 4385 (2021).

    Article  Google Scholar 

  47. Abou-Jaoude, A., Arafat, Y., Foss, A. W. & Dixon, B. W. An economics-by-design approach applied to a heat pipe microreactor concept. Idaho National Laboratory https://inldigitallibrary.inl.gov/sites/sti/sti/Sort_46104.pdf (2021).

  48. Kojima, M. & Trimble, C. Making power affordable for africa and viable for its utilities. The World Bank https://openknowledge.worldbank.org/entities/publication/b46ee555-2c90-5f90-a1f4-aa43fae8377d (2016).

  49. Trimble, C. P., Kojima, M., Perez Arroyo, I. & Mohammadzadeh, F. Financial viability of electricity sectors in Sub-Saharan Africa: quasi-fiscal deficits and hidden costs. The World Bank https://documents.worldbank.org/en/publication/documents-reports/documentdetail/182071470748085038/financial-viability-of-electricity-sectors-in-sub-saharan-africa-quasi-fiscal-deficits-and-hidden-costs (2016).

  50. Lee, J. T. & Callaway, D. S. The cost of reliability in decentralized solar power systems in sub-Saharan Africa. Nat. Energy 3, 960–968 (2018).

    Article  Google Scholar 

  51. Sagan, S. D. Rethinking the causes of nuclear proliferation: three models in search of a bomb. In The Coming Crisis: Nuclear Proliferation, U.S. Interests, and World Order (ed. Utgoff, V. A.) 17–50 (MIT Press, 1999).

  52. Singh, S. & Way, C. R. The correlates of nuclear proliferation: a quantitative test. J. Confl. Resolut. 48, 859–885 (2004).

    Article  Google Scholar 

  53. Sarkees, M. & Wayman, F. Resort to War: 1816–2007 (CQ Press, 2010).

    Book  Google Scholar 

  54. Goldblum, B. L. et al. The nuclear network: multiplex network analysis for interconnected systems. Appl. Netw. Sci. 4, 1–17 (2019).

    Article  Google Scholar 

  55. Milestones in the development of a national infrastructure for nuclear power. International Atomic Energy Agency https://www.iaea.org/publications/10873/milestones-in-the-development-of-a-national-infrastructure-for-nuclear-power (2015).

  56. ISO17020. Conformity assessment: requirements for the operation of various types of bodies performing inspection. ISO https://www.iso.org/standard/52994.html (2012).

  57. NRC: an independent regulatory agency. US Nuclear Regulatory Commission https://www.nrc.gov/docs/ML2130/ML21300A284.pdf (2022).

  58. Kenny, C. Measuring and Reducing the Impact of Corruption in Infrastructure. The World Bank https://documents1.worldbank.org/curated/en/911391468324045435/pdf/wps4099.pdf (2006).

  59. Szulecki, K. & Overland, I. Russian nuclear energy diplomacy and its implications for energy security in the context of the war in Ukraine. Nat. Energy 8, 413–421 (2023).

    Article  Google Scholar 

  60. Regulatory Guide 4.7: general site suitability criteria for nuclear power stations. US Nuclear Regulatory Commission https://www.nrc.gov/docs/ML1218/ML12188A053.pdf (1998).

  61. Pagani, M. et al. Global Earthquake Model (GEM) Seismic Hazard Map (Version 2018.1–December 2018). https://doi.org/10.13117/GEM-GLOBAL-SEISMIC-HAZARD-MAP-2018.1 (Global Earthquake Model Foundation, 2018).

  62. Dottori, F. et al. Flood Hazard Map of the World—100-Year Return Period (European Commission, Joint Research Centre, 2016).

  63. Emberson, R., Kirschbaum, D. & Stanley, T. New global characterisation of landslide exposure. Nat. Hazards Earth Syst. Sci. 20, 3413–3424 (2020).

    Article  Google Scholar 

  64. Stanley, T. & Kirschbaum, D. B. A heuristic approach to global landslide susceptibility mapping. Nat. Hazards 87, 145–164 (2017).

    Article  Google Scholar 

  65. Lehner, B. & Döll, P. Development and validation of a global database of lakes, reservoirs and wetlands. J. Hydrol. 296, 1–22 (2004).

    Article  Google Scholar 

  66. Dudley, N. Guidelines for applying protected area management categories. IUCN https://portals.iucn.org/library/sites/library/files/documents/PAG-021.pdf (2008).

  67. Protected planet: The World Database on Protected Areas (WDPA). UNEP-WCMC and IUCN https://www.protectedplanet.net/en/thematic-areas/wdpa?tab=WDPA (2019).

  68. Kelso, N. V. & Patterson, T. Introducing natural earth data—naturalearthdata.com. Geogr. Tech. Special Issue 2010, 82–89 (2010).

  69. Messager, M. L., Lehner, B., Grill, G., Nedeva, I. & Schmitt, O. Estimating the volume and age of water stored in global lakes using a geo-statistical approach. Nat. Commun. 7, 13603 (2016).

    Article  Google Scholar 

  70. Barbarossa, V. et al. FLO1K, global maps of mean, maximum and minimum annual streamflow at 1 km resolution from 1960 through 2015. Sci. Data 5, 1–11 (2018).

    Google Scholar 

  71. Delgado, A. & Herzog, H. J. A Simple Model to Help Understand Water Use at Power Plants. Working Paper (Massachusetts Institute of Technology, 2012).

  72. Arrangements for preparedness for a nuclear or radiological emergency. International Atomic Energy Agency https://www.iaea.org/publications/7503/arrangements-for-preparedness-for-a-nuclear-or-radiological-emergency (2007).

  73. Sundberg, R. & Melander, E. Introducing the UCDP georeferenced event dataset. J. Peace Res. 50, 523–532 (2013).

    Article  Google Scholar 

  74. Högbladh, S. GED UCDP Codebook. Department of Peace and Conflict Research, Uppsala University https://ucdp.uu.se/downloads/ (2021).

  75. Locations that meet basic siting criteria by reactor scale. Figshare https://doi.org/10.6084/m9.figshare.24802650 (2024).

  76. System size needed to meet Tier 5 demand for the no-light population. Figshare https://doi.org/10.6084/m9.figshare.24802725 (2024).

  77. Number of people potentially served by micro modular reactors (MMR) of 1MWe. Figshare https://doi.org/10.6084/m9.figshare.24803103 (2024).

  78. Indicators of governance in countries with incomplete electrification. Figshare https://doi.org/10.6084/m9.figshare.24803193 (2024).

  79. Conflict events against the state in countries with high rates of electricity poverty (2016-2020). Figshare https://doi.org/10.6084/m9.figshare.24803115 (2024).

  80. Estimate of population in electricity poverty using nighttime light and ambient population data. Figshare https://doi.org/10.6084/m9.figshare.24803124 (2024).

  81. GANS24. GitHub https://github.com/glher/GANS24

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Acknowledgements

This work was supported in part by the Nuclear Regulatory Commission integrated university grant programme under grant 31310018M0011.

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G.F.L. and M.R.D. conceived the study and designed the model and the computational framework. G.F.L. carried out the implementation, performed the calculations and analysed the data. G.F.L., M.R.D. and R.S.K. wrote the manuscript. M.D.B. advised on the manuscript. M.R.D. was in charge of overall direction and planning.

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Correspondence to M. R. Deinert.

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L’Her, G.F., Kemp, R.S., Bazilian, M.D. et al. Potential for small and micro modular reactors to electrify developing regions. Nat Energy (2024). https://doi.org/10.1038/s41560-024-01512-y

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