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Development of centralized hybrid data envelopment analysis models to allocate emissions abatement for fossil fuel power plants during their current and replacement phases

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  • Yeh, Li-Ting

Abstract

Many countries have long relied on fossil fuel power plants to ensure a stable electricity supply. However, the issue of pollution emissions from these power plants has raised widespread concerns. Because heat, power generation, and pollution emissions are jointly produced by consuming fossil fuels, previous research has typically employed standard hybrid data envelopment analysis (DEA) models. Since the fossil fuel power plants are under centralized management, it is crucial for government decision-makers to optimize the overall efficiency of all power plants rather than solely considering the efficiency of a single power plant. Therefore, this study presents two centralized hybrid DEA models. By applying the models proposed in this study, Taiwanese decision-makers can form optimal allocation policies for pollution emissions abatement among their 56 fossil fuel power plants during both the current and replacement upgrade phases. The significant findings of this study are as follows: First, the proposed model can efficiently allocate pollution emissions abatement among current fossil fuel power plants. Second, the proposed model can be further expanded to determine which fossil fuel power plants should be prioritized for replacement and how to effectively allocate policies for reducing pollution emissions among the remaining power plants.

Suggested Citation

  • Yeh, Li-Ting, 2025. "Development of centralized hybrid data envelopment analysis models to allocate emissions abatement for fossil fuel power plants during their current and replacement phases," Energy Economics, Elsevier, vol. 146(C).
    • Handle: RePEc:eee:eneeco:v:146:y:2025:i:c:s0140988325003469
    DOI: 10.1016/j.eneco.2025.108522
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    1. Sueyoshi, Toshiyuki & Goto, Mika & Sugiyama, Manabu, 2013. "DEA window analysis for environmental assessment in a dynamic time shift: Performance assessment of U.S. coal-fired power plants," Energy Economics, Elsevier, vol. 40(C), pages 845-857.
    2. Corbier, Darius & Gonand, Frédéric, 2024. "A hybrid electricity-economy model to assess the aggregate impacts of low-carbon transition: An application to France," Ecological Economics, Elsevier, vol. 216(C).
    3. Chen, Falin & Lu, Shyi-Min & Chang, Yi-Lin, 2007. "Renewable energy in Taiwan: Its developing status and strategy," Energy, Elsevier, vol. 32(9), pages 1634-1646.
    4. Tajbakhsh, Alireza & Hassini, Elkafi, 2018. "Evaluating sustainability performance in fossil-fuel power plants using a two-stage data envelopment analysis," Energy Economics, Elsevier, vol. 74(C), pages 154-178.
    5. Mostafa Davtalab-Olyaie & Hadis Mahmudi-Baram & Masoud Asgharian, 2023. "Measuring individual efficiency and unit influence in centrally managed systems," Annals of Operations Research, Springer, vol. 321(1), pages 139-164, February.
    6. Lozano, S. & Villa, G. & Brännlund, R., 2009. "Centralised reallocation of emission permits using DEA," European Journal of Operational Research, Elsevier, vol. 193(3), pages 752-760, March.
    7. Welch, Eric & Barnum, Darold, 2009. "Joint environmental and cost efficiency analysis of electricity generation," Ecological Economics, Elsevier, vol. 68(8-9), pages 2336-2343, June.
    8. Feng Li & Ali Emrouznejad & Guo-liang Yang & Yongjun Li, 2020. "Carbon emission abatement quota allocation in Chinese manufacturing industries: An integrated cooperative game data envelopment analysis approach," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(8), pages 1259-1288, August.
    9. S Lozano & G Villa, 2005. "Centralized DEA models with the possibility of downsizing," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(4), pages 357-364, April.
    10. Sebastián Lozano & Gabriel Villa, 2004. "Centralized Resource Allocation Using Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 22(1), pages 143-161, July.
    11. Liu, C.H. & Lin, Sue J. & Lewis, Charles, 2010. "Evaluation of thermal power plant operational performance in Taiwan by data envelopment analysis," Energy Policy, Elsevier, vol. 38(2), pages 1049-1058, February.
    12. Genave, Anna & Blancard, Stéphane & Garabedian, Sabine, 2020. "An assessment of energy vulnerability in Small Island Developing States," Ecological Economics, Elsevier, vol. 171(C).
    13. Mostafa Davtalab-Olyaie & Hadis Mahmudi-Baram & Masoud Asgharian, 2022. "Incentivizing units in centralized systems: A slacks-based approach," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 73(8), pages 1724-1741, August.
    14. Fatemeh Ghandi & Mostafa Davtalab-Olyaie & Masoud Asgharian, 2024. "Peer-evaluation in centrally managed systems," Annals of Operations Research, Springer, vol. 333(1), pages 439-459, February.
    15. Sueyoshi, Toshiyuki & Goto, Mika, 2016. "Undesirable congestion under natural disposability and desirable congestion under managerial disposability in U.S. electric power industry measured by DEA environmental assessment," Energy Economics, Elsevier, vol. 55(C), pages 173-188.
    16. Sueyoshi, Toshiyuki & Goto, Mika & Ueno, Takahiro, 2010. "Performance analysis of US coal-fired power plants by measuring three DEA efficiencies," Energy Policy, Elsevier, vol. 38(4), pages 1675-1688, April.
    17. Wolde-Rufael, Yemane, 2010. "Coal consumption and economic growth revisited," Applied Energy, Elsevier, vol. 87(1), pages 160-167, January.
    18. Sueyoshi, Toshiyuki & Yuan, Yan & Goto, Mika, 2017. "A literature study for DEA applied to energy and environment," Energy Economics, Elsevier, vol. 62(C), pages 104-124.
    19. Camanho, Ana Santos & Silva, Maria Conceicao & Piran, Fabio Sartori & Lacerda, Daniel Pacheco, 2024. "A literature review of economic efficiency assessments using Data Envelopment Analysis," European Journal of Operational Research, Elsevier, vol. 315(1), pages 1-18.
    20. Pasurka, Carl Jr., 2006. "Decomposing electric power plant emissions within a joint production framework," Energy Economics, Elsevier, vol. 28(1), pages 26-43, January.
    21. Song, Xiaoling & Wang, Yudong & Zhang, Zhe & Shen, Charles & Peña-Mora, Feniosky, 2021. "Economic-environmental equilibrium-based bi-level dispatch strategy towards integrated electricity and natural gas systems," Applied Energy, Elsevier, vol. 281(C).
    22. Blum, Helcio & Legey, Luiz F.L., 2012. "The challenging economics of energy security: Ensuring energy benefits in support to sustainable development," Energy Economics, Elsevier, vol. 34(6), pages 1982-1989.
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