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Bi-level multi-objective optimization for a hybrid carbon pricing initiative towards biomass co-firing with coal

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  • Huang, Qian
  • Feng, Qing

Abstract

Coal-fired power generation is one of the major contributors to global carbon emissions. Biomass co-firing with coal is a cost-effective approach for carbon abatement. This paper formulates a hybrid carbon pricing initiative that combines an emission trading system (ETS) and a carbon tax, with ETS being applied to large power plants and carbon tax being applied to small power plants. A bi-level multi-objective optimization model is established to assist the multiple stakeholders to develop optimal strategies, and quantify environmental and economic impacts. In the proposed model, decision sequence from the authority to the coal-fired power plants is considered, and trade-offs between social welfare and carbon intensity is determined. Bi-level interactive fuzzy approach is adopted to search for satisfactory solutions. A case study is conducted to demonstrate the model’s practicality and efficiency, and the results reveal that this model is adequate for finding Stackelberg equilibrium between the hierarchical decision-makers with conflicting objectives. Sensitivity analyses are conducted to provide the stakeholders with reasonable and practical strategies under various situations. It is found that higher preferences for economic benefits and satisfactory degrees would increase carbon tax price. Management recommendations are provided to support the hybrid initiative for biomass co-firing with coal.

Suggested Citation

  • Huang, Qian & Feng, Qing, 2024. "Bi-level multi-objective optimization for a hybrid carbon pricing initiative towards biomass co-firing with coal," Renewable Energy, Elsevier, vol. 237(PD).
  • Handle: RePEc:eee:renene:v:237:y:2024:i:pd:s0960148124018974
    DOI: 10.1016/j.renene.2024.121829
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    References listed on IDEAS

    as
    1. David Hagmann & Emily H Ho & George Loewenstein, 2019. "Nudging out support for a carbon tax," Nature Climate Change, Nature, vol. 9(6), pages 484-489, June.
    2. Abrell, Jan & Rausch, Sebastian, 2017. "Combining price and quantity controls under partitioned environmental regulation," Journal of Public Economics, Elsevier, vol. 145(C), pages 226-242.
    3. Zhaofu Hong & Chengbin Chu & Linda Zhang & Yugang Yu, 2017. "Optimizing an emission trading scheme for local governments: A Stackelberg game model and hybrid algorithm," Post-Print hal-01745365, HAL.
    4. Chen, Chen & Zhang, Xiaodong & Zhang, Huayong & Cai, Yanpeng & Wang, Shuguang, 2022. "Managing water-energy-carbon nexus in integrated regional water network planning through graph theory-based bi-level programming," Applied Energy, Elsevier, vol. 328(C).
    5. Hou, Rui & Lei, Lei & Jin, Kangning & Lin, Xiaogang & Xiao, Lu, 2022. "Introducing electric vehicles? Impact of network effect on profits and social welfare," Energy, Elsevier, vol. 243(C).
    6. Zeng, Lijun & Guo, Lingyi & Jiang, Liwen, 2024. "A bi-level multi-objective optimization model for inter-provincial carbon emissions transfer tax on electricity production," Applied Energy, Elsevier, vol. 356(C).
    7. Waltho, Cynthia & Elhedhli, Samir & Gzara, Fatma, 2019. "Green supply chain network design: A review focused on policy adoption and emission quantification," International Journal of Production Economics, Elsevier, vol. 208(C), pages 305-318.
    8. Yang, Bo & Wei, Yi-Ming & Hou, Yunbing & Li, Hui & Wang, Pengtao, 2019. "Life cycle environmental impact assessment of fuel mix-based biomass co-firing plants with CO2 capture and storage," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    9. Ren, Ting & Li, Ran & Li, Xin, 2023. "Bi-level multi-objective robust optimization for performance improvements in integrated energy system with solar fuel production," Renewable Energy, Elsevier, vol. 219(P1).
    10. Huang, Qian & Xu, Jiuping, 2020. "Bi-level multi-objective programming approach for carbon emission quota allocation towards co-combustion of coal and sewage sludge," Energy, Elsevier, vol. 211(C).
    11. Li, Jin & Wang, Rui & Li, Haoran & Nie, Yaoyu & Song, Xinke & Li, Mingyu & Shi, Mai & Zheng, Xinzhu & Cai, Wenjia & Wang, Can, 2021. "Unit-level cost-benefit analysis for coal power plants retrofitted with biomass co-firing at a national level by combined GIS and life cycle assessment," Applied Energy, Elsevier, vol. 285(C).
    12. Pizer, William A., 2002. "Combining price and quantity controls to mitigate global climate change," Journal of Public Economics, Elsevier, vol. 85(3), pages 409-434, September.
    13. Yaya Li & Yuru Zhang & An Pan & Minchun Han & Eleonora Veglianti, 2022. "Carbon emission reduction effects of industrial robot applications: Heterogeneity characteristics and influencing mechanisms," Post-Print hal-04522085, HAL.
    14. Picciano, Paul & Aguilar, Francisco X. & Burtraw, Dallas & Mirzaee, Ashkan, 2022. "Environmental and socio-economic implications of woody biomass co-firing at coal-fired power plants," Resource and Energy Economics, Elsevier, vol. 68(C).
    15. Li, Zhimin & Pan, Yanchun & Yang, Wen & Ma, Jianhua & Zhou, Ming, 2021. "Effects of government subsidies on green technology investment and green marketing coordination of supply chain under the cap-and-trade mechanism," Energy Economics, Elsevier, vol. 101(C).
    16. Truong, An Ha & Ha-Duong, Minh & Tran, Hoang Anh, 2022. "Economics of co-firing rice straw in coal power plants in Vietnam," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    17. Roberts, Marc J. & Spence, Michael, 1976. "Effluent charges and licenses under uncertainty," Journal of Public Economics, Elsevier, vol. 5(3-4), pages 193-208.
    18. Yang, Wen & Pan, Yanchun & Ma, Jianhua & Yang, Tianyue & Ke, Xiao, 2020. "Effects of allowance allocation rules on green technology investment and product pricing under the cap-and-trade mechanism," Energy Policy, Elsevier, vol. 139(C).
    19. Qiu, Rui & Xu, Jiuping & Ke, Ruimin & Zeng, Ziqiang & Wang, Yinhai, 2020. "Carbon pricing initiatives-based bi-level pollution routing problem," European Journal of Operational Research, Elsevier, vol. 286(1), pages 203-217.
    20. Martin L. Weitzman, 1974. "Prices vs. Quantities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(4), pages 477-491.
    21. Tang, Ling & Wu, Jiaqian & Yu, Lean & Bao, Qin, 2015. "Carbon emissions trading scheme exploration in China: A multi-agent-based model," Energy Policy, Elsevier, vol. 81(C), pages 152-169.
    22. Wang-Helmreich, Hanna & Kreibich, Nicolas, 2019. "The potential impacts of a domestic offset component in a carbon tax on mitigation of national emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 453-460.
    23. Xu, Jiuping & Huang, Qian & Lv, Chengwei & Feng, Qing & Wang, Fengjuan, 2018. "Carbon emissions reductions oriented dynamic equilibrium strategy using biomass-coal co-firing," Energy Policy, Elsevier, vol. 123(C), pages 184-197.
    24. Agbor, Ezinwa & Oyedun, Adetoyese Olajire & Zhang, Xiaolei & Kumar, Amit, 2016. "Integrated techno-economic and environmental assessments of sixty scenarios for co-firing biomass with coal and natural gas," Applied Energy, Elsevier, vol. 169(C), pages 433-449.
    25. Yugang Yu & Xue Li & Xiaoping Xu, 2022. "Reselling or marketplace mode for an online platform: the choice between cap-and-trade and carbon tax regulation," Annals of Operations Research, Springer, vol. 310(1), pages 293-329, March.
    26. Li, Yaya & Zhang, Yuru & Pan, An & Han, Minchun & Veglianti, Eleonora, 2022. "Carbon emission reduction effects of industrial robot applications: Heterogeneity characteristics and influencing mechanisms," Technology in Society, Elsevier, vol. 70(C).
    27. Huimin Bi & Hao Xiao & Kejuan Sun, 2019. "The Impact of Carbon Market and Carbon Tax on Green Growth Pathway in China: A Dynamic CGE Model Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(6), pages 1312-1325, May.
    28. Wei Peng & Fabian Wagner & M. V. Ramana & Haibo Zhai & Mitchell J. Small & Carole Dalin & Xin Zhang & Denise L. Mauzerall, 2018. "Managing China’s coal power plants to address multiple environmental objectives," Nature Sustainability, Nature, vol. 1(11), pages 693-701, November.
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