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Climate change impacts and adaptation strategies for a hydro-dominated power system via stochastic optimization

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  • Guerra, Omar J.
  • Tejada, Diego A.
  • Reklaitis, Gintaras V.

Abstract

As outlined in the Paris Agreement on climate change, efforts to mitigate and adapt to climate change will require new modes of development of the energy sector including the transformation and expansion of power systems to low-carbon and more resilient designs. However, there is a need for more systematic tools to support decision-making processes in the context of climate change impacts and adaptation strategies for the energy and power sectors. For instance, quantitative approaches should be developed and implemented for the assessment of the impacts and hedging strategies associated with the uncertainties inherent to energy and power planning problems. This study addresses the development and implementation of an integrated model-based system analysis, which uses general circulation models, global sensitivity analysis, and stochastic optimization techniques, for the optimal design and planning of the Colombian power system in view of submitted climate pledges and climate change adaptation. It was found that during the 2015 to 2029 time frame, climate change will likely reduce the capacity factor of hydropower generation by 5.5–17.1%. Additionally, it was established that the independent effects of three key uncertain parameters, i.e., capacity factor of hydropower generation, gas prices, and emission reduction target, account for ∼96% of the variance in the total cost for the required expansion and operation of the power system. Furthermore, when uncertainty is taken into account, the optimal expansion strategy consists of rescheduling of investments in hydropower plants and investing more in carbon management technologies and renewable power plants to compensate for the uncertainty in hydropower generation, climate policy, and gas prices.

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  • Guerra, Omar J. & Tejada, Diego A. & Reklaitis, Gintaras V., 2019. "Climate change impacts and adaptation strategies for a hydro-dominated power system via stochastic optimization," Applied Energy, Elsevier, vol. 233, pages 584-598.
  • Handle: RePEc:eee:appene:v:233-234:y:2019:i::p:584-598
    DOI: 10.1016/j.apenergy.2018.10.045
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    as
    1. Kucherenko, S. & Rodriguez-Fernandez, M. & Pantelides, C. & Shah, N., 2009. "Monte Carlo evaluation of derivative-based global sensitivity measures," Reliability Engineering and System Safety, Elsevier, vol. 94(7), pages 1135-1148.
    2. Villada, Juan & Olaya, Yris, 2013. "A simulation approach for analysis of short-term security of natural gas supply in Colombia," Energy Policy, Elsevier, vol. 53(C), pages 11-26.
    3. Koch, Hagen & Vögele, Stefan, 2009. "Dynamic modelling of water demand, water availability and adaptation strategies for power plants to global change," Ecological Economics, Elsevier, vol. 68(7), pages 2031-2039, May.
    4. Walter Vergara & Alejandro Deeb & Natsuko Toba & Peter Cramton & Irene Leino, 2010. "Wind Energy in Colombia : A Framework for Market Entry," World Bank Publications - Books, The World Bank Group, number 2493, December.
    5. Almeida Prado, Fernando & Athayde, Simone & Mossa, Joann & Bohlman, Stephanie & Leite, Flavia & Oliver-Smith, Anthony, 2016. "How much is enough? An integrated examination of energy security, economic growth and climate change related to hydropower expansion in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1132-1136.
    6. Ahmed, Sajjad & Elsholkami, Mohamed & Elkamel, Ali & Du, Juan & Ydstie, Erik B. & Douglas, Peter L., 2014. "Financial risk management for new technology integration in energy planning under uncertainty," Applied Energy, Elsevier, vol. 128(C), pages 75-81.
    7. Edsand, Hans-Erik, 2017. "Identifying barriers to wind energy diffusion in Colombia: A function analysis of the technological innovation system and the wider context," Technology in Society, Elsevier, vol. 49(C), pages 1-15.
    8. Khan, Iftekhar & Alam, Firoz & Alam, Quamrul, 2013. "The global climate change and its effect on power generation in Bangladesh," Energy Policy, Elsevier, vol. 61(C), pages 1460-1470.
    9. Junichi Fujino, Rajesh Nair, Mikiko Kainuma, Toshihiko Masui and Yuzuru Matsuoka, 2006. "Multi-gas Mitigation Analysis on Stabilization Scenarios Using Aim Global Model," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 343-354.
    10. Calderón, Silvia & Alvarez, Andrés Camilo & Loboguerrero, Ana María & Arango, Santiago & Calvin, Katherine & Kober, Tom & Daenzer, Kathryn & Fisher-Vanden, Karen, 2016. "Achieving CO2 reductions in Colombia: Effects of carbon taxes and abatement targets," Energy Economics, Elsevier, vol. 56(C), pages 575-586.
    11. Beluco, Alexandre & de Souza, Paulo Kroeff & Krenzinger, Arno, 2008. "A dimensionless index evaluating the time complementarity between solar and hydraulic energies," Renewable Energy, Elsevier, vol. 33(10), pages 2157-2165.
    12. Detlef Vuuren & Jae Edmonds & Mikiko Kainuma & Keywan Riahi & Allison Thomson & Kathy Hibbard & George Hurtt & Tom Kram & Volker Krey & Jean-Francois Lamarque & Toshihiko Masui & Malte Meinshausen & N, 2011. "The representative concentration pathways: an overview," Climatic Change, Springer, vol. 109(1), pages 5-31, November.
    13. van der Weijde, Adriaan Hendrik & Hobbs, Benjamin F., 2012. "The economics of planning electricity transmission to accommodate renewables: Using two-stage optimisation to evaluate flexibility and the cost of disregarding uncertainty," Energy Economics, Elsevier, vol. 34(6), pages 2089-2101.
    14. Dowling, Paul, 2013. "The impact of climate change on the European energy system," Energy Policy, Elsevier, vol. 60(C), pages 406-417.
    15. Zhang, Xiao & Li, Hong-Yi & Deng, Zhiqun Daniel & Ringler, Claudia & Gao, Yang & Hejazi, Mohamad I. & Leung, L. Ruby, 2018. "Impacts of climate change, policy and Water-Energy-Food nexus on hydropower development," Renewable Energy, Elsevier, vol. 116(PA), pages 827-834.
    16. Jamie Sanderson & Sardar M. N. Islam, 2007. "Climate Change and Economic Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59012-0.
    17. Denault, Michel & Dupuis, Debbie & Couture-Cardinal, Sébastien, 2009. "Complementarity of hydro and wind power: Improving the risk profile of energy inflows," Energy Policy, Elsevier, vol. 37(12), pages 5376-5384, December.
    18. Antonio J. Conejo & Miguel Carrión & Juan M. Morales, 2010. "Decision Making Under Uncertainty in Electricity Markets," International Series in Operations Research and Management Science, Springer, number 978-1-4419-7421-1, December.
    19. Hoicka, Christina E. & Rowlands, Ian H., 2011. "Solar and wind resource complementarity: Advancing options for renewable electricity integration in Ontario, Canada," Renewable Energy, Elsevier, vol. 36(1), pages 97-107.
    20. Glen P. Peters & Robbie M. Andrew & Josep G. Canadell & Sabine Fuss & Robert B. Jackson & Jan Ivar Korsbakken & Corinne Le Quéré & Nebojsa Nakicenovic, 2017. "Key indicators to track current progress and future ambition of the Paris Agreement," Nature Climate Change, Nature, vol. 7(2), pages 118-122, February.
    21. Shilpa Rao and Keywan Riahi, 2006. "The Role of Non-CO2 Greenhouse Gases in Climate Change Mitigation: Long-term Scenarios for the 21st Century," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 177-200.
    22. Michelle T. H. van Vliet & David Wiberg & Sylvain Leduc & Keywan Riahi, 2016. "Power-generation system vulnerability and adaptation to changes in climate and water resources," Nature Climate Change, Nature, vol. 6(4), pages 375-380, April.
    23. Spalding-Fecher, Randall & Joyce, Brian & Winkler, Harald, 2017. "Climate change and hydropower in the Southern African Power Pool and Zambezi River Basin: System-wide impacts and policy implications," Energy Policy, Elsevier, vol. 103(C), pages 84-97.
    24. Kao, Shih-Chieh & Sale, Michael J. & Ashfaq, Moetasim & Uria Martinez, Rocio & Kaiser, Dale P. & Wei, Yaxing & Diffenbaugh, Noah S., 2015. "Projecting changes in annual hydropower generation using regional runoff data: An assessment of the United States federal hydropower plants," Energy, Elsevier, vol. 80(C), pages 239-250.
    25. Steven J. Smith and T.M.L. Wigley, 2006. "Multi-Gas Forcing Stabilization with Minicam," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 373-392.
    26. Guerra, Omar J. & Reklaitis, Gintaras V., 2018. "Advances and challenges in water management within energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4009-4019.
    27. Usher, Will & Strachan, Neil, 2012. "Critical mid-term uncertainties in long-term decarbonisation pathways," Energy Policy, Elsevier, vol. 41(C), pages 433-444.
    28. Vivian Scott & Stuart Gilfillan & Nils Markusson & Hannah Chalmers & R. Stuart Haszeldine, 2013. "Last chance for carbon capture and storage," Nature Climate Change, Nature, vol. 3(2), pages 105-111, February.
    29. Eser, Patrick & Singh, Antriksh & Chokani, Ndaona & Abhari, Reza S., 2016. "Effect of increased renewables generation on operation of thermal power plants," Applied Energy, Elsevier, vol. 164(C), pages 723-732.
    30. Jaglom, Wendy S. & McFarland, James R. & Colley, Michelle F. & Mack, Charlotte B. & Venkatesh, Boddu & Miller, Rawlings L. & Haydel, Juanita & Schultz, Peter A. & Perkins, Bill & Casola, Joseph H. & M, 2014. "Assessment of projected temperature impacts from climate change on the U.S. electric power sector using the Integrated Planning Model®," Energy Policy, Elsevier, vol. 73(C), pages 524-539.
    31. Bistline, John E., 2015. "Electric sector capacity planning under uncertainty: Climate policy and natural gas in the US," Energy Economics, Elsevier, vol. 51(C), pages 236-251.
    32. Zhang, Dongjie & Liu, Pei & Ma, Linwei & LI, Zheng, 2013. "A multi-period optimization model for planning of China's power sector with consideration of carbon dioxide mitigation—The importance of continuous and stable carbon mitigation policy," Energy Policy, Elsevier, vol. 58(C), pages 319-328.
    33. Farzane Karami & Alireza B. Dariane, 2018. "Many-Objective Multi-Scenario Algorithm for Optimal Reservoir Operation Under Future Uncertainties," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(12), pages 3887-3902, September.
    34. Turner, Sean W.D. & Hejazi, Mohamad & Kim, Son H. & Clarke, Leon & Edmonds, Jae, 2017. "Climate impacts on hydropower and consequences for global electricity supply investment needs," Energy, Elsevier, vol. 141(C), pages 2081-2090.
    35. Cai, Y.P. & Huang, G.H. & Yang, Z.F. & Tan, Q., 2009. "Identification of optimal strategies for energy management systems planning under multiple uncertainties," Applied Energy, Elsevier, vol. 86(4), pages 480-495, April.
    36. Thangavelu, Sundar Raj & Khambadkone, Ashwin M. & Karimi, Iftekhar A., 2015. "Long-term optimal energy mix planning towards high energy security and low GHG emission," Applied Energy, Elsevier, vol. 154(C), pages 959-969.
    37. Declan Conway & Carole Dalin & Willem A. Landman & Timothy J. Osborn, 2017. "Hydropower plans in eastern and southern Africa increase risk of concurrent climate-related electricity supply disruption," Nature Energy, Nature, vol. 2(12), pages 946-953, December.
    38. Saldarriaga-C., Carlos A. & Salazar, Harold, 2016. "Security of the Colombian energy supply: The need for liquefied natural gas regasification terminals for power and natural gas sectors," Energy, Elsevier, vol. 100(C), pages 349-362.
    39. Pye, Steve & Sabio, Nagore & Strachan, Neil, 2015. "An integrated systematic analysis of uncertainties in UK energy transition pathways," Energy Policy, Elsevier, vol. 87(C), pages 673-684.
    40. Cantão, Mauricio P. & Bessa, Marcelo R. & Bettega, Renê & Detzel, Daniel H.M. & Lima, João M., 2017. "Evaluation of hydro-wind complementarity in the Brazilian territory by means of correlation maps," Renewable Energy, Elsevier, vol. 101(C), pages 1215-1225.
    41. Byman Hamududu & Aanund Killingtveit, 2012. "Assessing Climate Change Impacts on Global Hydropower," Energies, MDPI, vol. 5(2), pages 1-18, February.
    42. Guerra, Omar J. & Tejada, Diego A. & Reklaitis, Gintaras V., 2016. "An optimization framework for the integrated planning of generation and transmission expansion in interconnected power systems," Applied Energy, Elsevier, vol. 170(C), pages 1-21.
    43. Richard H. Moss & Jae A. Edmonds & Kathy A. Hibbard & Martin R. Manning & Steven K. Rose & Detlef P. van Vuuren & Timothy R. Carter & Seita Emori & Mikiko Kainuma & Tom Kram & Gerald A. Meehl & John F, 2010. "The next generation of scenarios for climate change research and assessment," Nature, Nature, vol. 463(7282), pages 747-756, February.
    44. Soito, João Leonardo da Silva & Freitas, Marcos Aurélio Vasconcelos, 2011. "Amazon and the expansion of hydropower in Brazil: Vulnerability, impacts and possibilities for adaptation to global climate change," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 3165-3177, August.
    45. Silva, Allan Rodrigues & Pimenta, Felipe Mendonça & Assireu, Arcilan Trevenzoli & Spyrides, Maria Helena Constantino, 2016. "Complementarity of Brazil׳s hydro and offshore wind power," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 413-427.
    46. Edward Vine, 2012. "Adaptation of California’s electricity sector to climate change," Climatic Change, Springer, vol. 111(1), pages 75-99, March.
    47. Totschnig, G. & Hirner, R. & Müller, A. & Kranzl, L. & Hummel, M. & Nachtnebel, H.-P. & Stanzel, P. & Schicker, I. & Formayer, H., 2017. "Climate change impact and resilience in the electricity sector: The example of Austria and Germany," Energy Policy, Elsevier, vol. 103(C), pages 238-248.
    48. Matthew D. Bartos & Mikhail V. Chester, 2015. "Impacts of climate change on electric power supply in the Western United States," Nature Climate Change, Nature, vol. 5(8), pages 748-752, August.
    49. D.P. van Vuuren, B. Eickhout, P.L. Lucas and M.G.J. den Elzen, 2006. "Long-Term Multi-Gas Scenarios to Stabilise Radiative Forcing - Exploring Costs and Benefits Within an Integrated Assessment Framework," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 201-234.
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