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Multi-level game theory model for partially deregulated generation expansion planning

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  • Budi, Rizki Firmansyah Setya
  • Sarjiya,
  • Hadi, Sasongko Pramono

Abstract

Keeping the optimal planning solution in generation expansion problems under a partially deregulated market has raised a research gap based on an analytical approach. Therefore, this research proposes a multi-level game theory method for modelling the generation expansion planning in the partially deregulated market by considering the economic objective function and reliability constraint. The multi-level game theory is a modelling technique that combines game theory for multi-objective function and bi-level modelling. This research uses a case study of the West Nusa Tenggara system for implementation. The results show that the generation cost can be reduced by 25.7% compared to the 2019 generation cost and 2.9% compared to the electricity supply business plan. The proposed model results show that the electricity supply business plan needs to be revised, e.g., some committed power plants whose owners are unallocated do not need to be built, and some of those plants need to be postponed. Also, the financial burden of the utility to build power plants can be reduced if GenCos are interested in investing in unallocated power plants. Revising the electricity supply business plan produces a more economical plan and avoids inaccuracies in determining the owner.

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  • Budi, Rizki Firmansyah Setya & Sarjiya, & Hadi, Sasongko Pramono, 2021. "Multi-level game theory model for partially deregulated generation expansion planning," Energy, Elsevier, vol. 237(C).
    • Handle: RePEc:eee:energy:v:237:y:2021:i:c:s0360544221018132
    DOI: 10.1016/j.energy.2021.121565
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    as
    1. Zhang, Xian & Chan, K.W. & Wang, Huaizhi & Hu, Jiefeng & Zhou, Bin & Zhang, Yan & Qiu, Jing, 2019. "Game-theoretic planning for integrated energy system with independent participants considering ancillary services of power-to-gas stations," Energy, Elsevier, vol. 176(C), pages 249-264.
    2. Gacitua, L. & Gallegos, P. & Henriquez-Auba, R. & Lorca, Á. & Negrete-Pincetic, M. & Olivares, D. & Valenzuela, A. & Wenzel, G., 2018. "A comprehensive review on expansion planning: Models and tools for energy policy analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 346-360.
    3. Stojiljković, Mirko M., 2017. "Bi-level multi-objective fuzzy design optimization of energy supply systems aided by problem-specific heuristics," Energy, Elsevier, vol. 137(C), pages 1231-1251.
    4. Torben M. Andersen & Giuseppe Bertola & Clemens Fuest & Cecilia Garcia-Peñalosa & Harold James & Jan-Egbert Sturm, 2022. "Chapter 1: Macroeconomic Conditions and Outlook," EEAG Report on the European Economy, CESifo, vol. 0, pages 9-29, March.
    5. Torstein Bye & Einar Hope, 2005. "Deregulation of electricity markets : The Norwegian experience," Discussion Papers 433, Statistics Norway, Research Department.
    6. -, 2016. "U.S. Economic Outlook: Quarterly developments," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 40851, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    7. Gencer, Busra & Larsen, Erik Reimer & van Ackere, Ann, 2020. "Understanding the coevolution of electricity markets and regulation," Energy Policy, Elsevier, vol. 143(C).
    8. Qi, Yongzhi & Liu, Yutian & Wu, Qiuwei, 2017. "Non-cooperative regulation coordination based on game theory for wind farm clusters during ramping events," Energy, Elsevier, vol. 132(C), pages 136-146.
    9. Paul L. Joskow, 2008. "Lessons Learned From Electricity Market Liberalization," The Energy Journal, , vol. 29(2_suppl), pages 9-42, December.
    10. -, 2016. "U.S. Economic Outlook: Quarterly developments," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 40719, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    11. Karasu, Seçkin & Altan, Aytaç & Bekiros, Stelios & Ahmad, Wasim, 2020. "A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series," Energy, Elsevier, vol. 212(C).
    12. Jiang, Yanni & Zhou, Kaile & Lu, Xinhui & Yang, Shanlin, 2020. "Electricity trading pricing among prosumers with game theory-based model in energy blockchain environment," Applied Energy, Elsevier, vol. 271(C).
    13. Sadeghi, Hadi & Rashidinejad, Masoud & Abdollahi, Amir, 2017. "A comprehensive sequential review study through the generation expansion planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1369-1394.
    14. Ponce-Jara, M.A. & Castro, M. & Pelaez-Samaniego, M.R. & Espinoza-Abad, J.L. & Ruiz, E., 2018. "Electricity sector in Ecuador: An overview of the 2007–2017 decade," Energy Policy, Elsevier, vol. 113(C), pages 513-522.
    15. Peng, Xu & Tao, Xiaoma, 2018. "Cooperative game of electricity retailers in China's spot electricity market," Energy, Elsevier, vol. 145(C), pages 152-170.
    16. Sarjiya, & Budi, Rizki Firmansyah Setya & Hadi, Sasongko Pramono, 2019. "Game theory for multi-objective and multi-period framework generation expansion planning in deregulated markets," Energy, Elsevier, vol. 174(C), pages 323-330.
    17. -, 2016. "U.S. Economic Outlook: Quarterly developments," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 40295, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    18. Unknown, 2016. "Grain and Oilseeds outlook for 2016," Agricultural Outlook Forum 2016 236594, United States Department of Agriculture, Agricultural Outlook Forum.
    19. Dyner, Isaac & Larsen, Erik R., 2001. "From planning to strategy in the electricity industry," Energy Policy, Elsevier, vol. 29(13), pages 1145-1154, November.
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