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Contract selection decision of hybrid energy power supply chain under cap-and-trade: From the perspective of supply disruption risk

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  • Sun, Lexuan
  • Li, Wei
  • Song, Jie

Abstract

The intermittency of new energy power generation (NEPG) exposes the power supply chain (PSC) to a higher supply disruption risk (SDR), so it is crucial to determine how to manage such risk and minimize losses. In the context of cap-and-trade (CAT) in the power industry, we construct a two-stage decentralized PSC considering the SDR, which is composed of a hybrid energy generator and a power retailer. By establishing a Stackelberg game model under a power option contract (POC) and a power purchase commitment contract (PPCC), we obtain the optimal equilibrium decisions and the corresponding optimal expected profits under the two contracts to further explore the optimal contract selection decision of the power retailer based on the SDR when the CAT regulations change. We find the following. (1) When the SDR is below a certain threshold, the power retailer always prefers the PPCC. When the SDR exceeds this threshold, the contract selection decision varies depending on the changes in the CAT regulations. (2) In general, a decrease in carbon allowances and an increase in option fees will make the power retailer prefer the PPCC, but when the option fees exceed a certain threshold and the carbon allowances are less than a certain threshold at the same time, the increase in option fees will instead make the power retailer prefer the POC when the SDR is higher. Our results have implications for power firms and governments.

Suggested Citation

  • Sun, Lexuan & Li, Wei & Song, Jie, 2025. "Contract selection decision of hybrid energy power supply chain under cap-and-trade: From the perspective of supply disruption risk," Energy Economics, Elsevier, vol. 142(C).
    • Handle: RePEc:eee:eneeco:v:142:y:2025:i:c:s0140988325000179
    DOI: 10.1016/j.eneco.2025.108194
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    as
    1. Sam Aflaki & Serguei Netessine, 2017. "Strategic Investment in Renewable Energy Sources: The Effect of Supply Intermittency," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 489-507, July.
    2. Heikki Peura & Derek W. Bunn, 2021. "Renewable Power and Electricity Prices: The Impact of Forward Markets," Management Science, INFORMS, vol. 67(8), pages 4772-4788, August.
    3. Geoffrey G. Parker & Burcu Tan & Osman Kazan, 2019. "Electric Power Industry: Operational and Public Policy Challenges and Opportunities," Production and Operations Management, Production and Operations Management Society, vol. 28(11), pages 2738-2777, November.
    4. Ambec, Stefan & Crampes, Claude, 2021. "Real-time electricity pricing to balance green energy intermittency," Energy Economics, Elsevier, vol. 94(C).
    5. Tian, Xiaoge & Chen, Weiming & Hu, Jinglu, 2023. "Game-theoretic modeling of power supply chain coordination under demand variation in China: A case study of Guangdong Province," Energy, Elsevier, vol. 262(PA).
    6. Azad, Nader & Hassini, Elkafi, 2019. "Recovery strategies from major supply disruptions in single and multiple sourcing networks," European Journal of Operational Research, Elsevier, vol. 275(2), pages 481-501.
    7. Ambec, Stefan & Crampes, Claude, 2021. "Real-time electricity pricing to balance green energy intermittency," Energy Economics, Elsevier, vol. 94(C).
    8. Hu, Benyong & Xu, Dong & Meng, Chao, 2017. "Inconsistency of a retailer's optimal policies and channel performance under revenue sharing contracts," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 53-65.
    9. Rameshwar Dubey & Angappa Gunasekaran & Thanos Papadopoulos, 2019. "Disaster relief operations: past, present and future," Annals of Operations Research, Springer, vol. 283(1), pages 1-8, December.
    10. Oliver Hart & John Moore, 2008. "Contracts as Reference Points," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 1-48.
    11. Mahmut Parlar & Defne Berkin, 1991. "Future supply uncertainty in EOQ models," Naval Research Logistics (NRL), John Wiley & Sons, vol. 38(1), pages 107-121, February.
    12. Tan, Qinliang & Ding, Yihong & Ye, Qi & Mei, Shufan & Zhang, Yimei & Wei, Yongmei, 2019. "Optimization and evaluation of a dispatch model for an integrated wind-photovoltaic-thermal power system based on dynamic carbon emissions trading," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    13. Ji, Jingna & Zhang, Zhiyong & Yang, Lei, 2017. "Comparisons of initial carbon allowance allocation rules in an O2O retail supply chain with the cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 187(C), pages 68-84.
    14. Brian Tomlin, 2006. "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, INFORMS, vol. 52(5), pages 639-657, May.
    15. Cai, Tianxing & Zhao, Chuanyu & Xu, Qiang, 2012. "Energy network dispatch optimization under emergency of local energy shortage," Energy, Elsevier, vol. 42(1), pages 132-145.
    16. Yang, Lei & Zhang, Qin & Ji, Jingna, 2017. "Pricing and carbon emission reduction decisions in supply chains with vertical and horizontal cooperation," International Journal of Production Economics, Elsevier, vol. 191(C), pages 286-297.
    17. Xu, Xiaoping & Zhang, Wei & He, Ping & Xu, Xiaoyan, 2017. "Production and pricing problems in make-to-order supply chain with cap-and-trade regulation," Omega, Elsevier, vol. 66(PB), pages 248-257.
    18. Ambec, Stefan & Crampes, Claude, 2012. "Electricity provision with intermittent sources of energy," Resource and Energy Economics, Elsevier, vol. 34(3), pages 319-336.
    19. Rintamäki, Tuomas & Siddiqui, Afzal S. & Salo, Ahti, 2020. "Strategic offering of a flexible producer in day-ahead and intraday power markets," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1136-1153.
    20. Xu, Xiaoping & He, Ping & Xu, Hao & Zhang, Quanpeng, 2017. "Supply chain coordination with green technology under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 433-442.
    21. Wang, Feng & Diabat, Ali & Wu, Lunwen, 2021. "Supply chain coordination with competing suppliers under price-sensitive stochastic demand," International Journal of Production Economics, Elsevier, vol. 234(C).
    22. Li, Ji-cai & Zhou, Yong-wu & Huang, Wenyan, 2017. "Production and procurement strategies for seasonal product supply chain under yield uncertainty with commitment-option contracts," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 208-222.
    23. Jörnsten, Kurt & Lise Nonås, Sigrid & Sandal, Leif & Ubøe, Jan, 2013. "Mixed contracts for the newsvendor problem with real options and discrete demand," Omega, Elsevier, vol. 41(5), pages 809-819.
    24. Gérard P. Cachon & Martin A. Lariviere, 2001. "Contracting to Assure Supply: How to Share Demand Forecasts in a Supply Chain," Management Science, INFORMS, vol. 47(5), pages 629-646, May.
    25. S. Du & F. Ma & Z. Fu & L. Zhu & J. Zhang, 2015. "Game-theoretic analysis for an emission-dependent supply chain in a ‘cap-and-trade’ system," Annals of Operations Research, Springer, vol. 228(1), pages 135-149, May.
    26. Oliveira, Fernando S. & Ruiz, Carlos & Conejo, Antonio J., 2013. "Contract design and supply chain coordination in the electricity industry," European Journal of Operational Research, Elsevier, vol. 227(3), pages 527-537.
    27. Erjie Ang & Dan A. Iancu & Robert Swinney, 2017. "Disruption Risk and Optimal Sourcing in Multitier Supply Networks," Management Science, INFORMS, vol. 63(8), pages 2397-2419, August.
    28. Vishal V. Agrawal & Şafak Yücel, 2022. "Design of Electricity Demand-Response Programs," Management Science, INFORMS, vol. 68(10), pages 7441-7456, October.
    29. Lennart C. Johnsen & Abdolkarim Sadrieh & Guido Voigt, 2021. "Short‐term vs. Long‐term Contracting: Empirical Assessment of the Ratchet Effect in Supply Chain Interaction," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 2252-2272, July.
    30. Feng, Hairong & Zeng, Yinlian & Cai, Xiaoqiang & Qian, Qian & Zhou, Yongwu, 2021. "Altruistic profit allocation rules for joint replenishment with carbon cap-and-trade policy," European Journal of Operational Research, Elsevier, vol. 290(3), pages 956-967.
    31. Wang, Lizhi & Mazumdar, Mainak & Bailey, Matthew D. & Valenzuela, Jorge, 2007. "Oligopoly models for market price of electricity under demand uncertainty and unit reliability," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1309-1321, September.
    32. Zhou, Kaile & Wei, Shuyu & Yang, Shanlin, 2019. "Time-of-use pricing model based on power supply chain for user-side microgrid," Applied Energy, Elsevier, vol. 248(C), pages 35-43.
    33. Tsao, Yu-Chung & Vu, Thuy-Linh, 2019. "Power supply chain network design problem for smart grid considering differential pricing and buy-back policies," Energy Economics, Elsevier, vol. 81(C), pages 493-502.
    34. Ernst Fehr & Oliver Hart & Christian Zehnder, 2011. "Contracts as Reference Points--Experimental Evidence," American Economic Review, American Economic Association, vol. 101(2), pages 493-525, April.
    35. Basu, Preetam & Avittathur, Balram, 2018. "Pricing and sourcing strategies for competing retailers in supply chains under disruption riskAuthor-Name: Kumar, Milan," European Journal of Operational Research, Elsevier, vol. 265(2), pages 533-543.
    36. Yusen Xia & Karthik Ramachandran & Haresh Gurnani, 2011. "Sharing demand and supply risk in a supply chain," IISE Transactions, Taylor & Francis Journals, vol. 43(6), pages 451-469.
    37. Ernst Fehr & Oliver Hart & Christian Zehnder, 2008. "Contracts as reference points � experimental evidence," IEW - Working Papers 393, Institute for Empirical Research in Economics - University of Zurich.
    38. Xu, Jiuping & Wang, Fengjuan & Lv, Chengwei & Huang, Qian & Xie, Heping, 2018. "Economic-environmental equilibrium based optimal scheduling strategy towards wind-solar-thermal power generation system under limited resources," Applied Energy, Elsevier, vol. 231(C), pages 355-371.
    39. Gupta, Varun & Ivanov, Dmitry & Choi, Tsan-Ming, 2021. "Competitive pricing of substitute products under supply disruption," Omega, Elsevier, vol. 101(C).
    40. Yang, Lei & Hu, Yijuan & Huang, Lijuan, 2020. "Collecting mode selection in a remanufacturing supply chain under cap-and-trade regulation," European Journal of Operational Research, Elsevier, vol. 287(2), pages 480-496.
    41. Kostas Bimpikis & Ozan Candogan & Shayan Ehsani, 2019. "Supply Disruptions and Optimal Network Structures," Management Science, INFORMS, vol. 65(12), pages 5504-5517, December.
    42. Oliveira, Fernando S. & Ruiz, Carlos, 2021. "Analysis of futures and spot electricity markets under risk aversion," European Journal of Operational Research, Elsevier, vol. 291(3), pages 1132-1148.
    43. Ciwei Dong & Bin Shen & Pui-Sze Chow & Liu Yang & Chi To Ng, 2016. "Sustainability investment under cap-and-trade regulation," Annals of Operations Research, Springer, vol. 240(2), pages 509-531, May.
    44. Zheng, Qi & Zhou, Li & Fan, Tijun & Ieromonachou, Petros, 2019. "Joint procurement and pricing of fresh produce for multiple retailers with a quantity discount contract," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 130(C), pages 16-36.
    45. Wang, Bangjun & Ji, Feng & Zheng, Jie & Xie, Kejia & Feng, Zhaolei, 2021. "Carbon emission reduction of coal-fired power supply chain enterprises under the revenue sharing contract: Perspective of coordination game," Energy Economics, Elsevier, vol. 102(C).
    46. Xu, He, 2010. "Managing production and procurement through option contracts in supply chains with random yield," International Journal of Production Economics, Elsevier, vol. 126(2), pages 306-313, August.
    47. Li, Yun & Yuan, Jiahang & Chen, Siyuan & Wu, Yanzi, 2024. "Optimal wind power capacity decision consider commitment contracts under uncertain power supply and electricity demand in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 201(C).
    48. Milstein, Irena & Tishler, Asher, 2011. "Intermittently renewable energy, optimal capacity mix and prices in a deregulated electricity market," Energy Policy, Elsevier, vol. 39(7), pages 3922-3927, July.
    49. Oke, Adegoke & Gopalakrishnan, Mohan, 2009. "Managing disruptions in supply chains: A case study of a retail supply chain," International Journal of Production Economics, Elsevier, vol. 118(1), pages 168-174, March.
    50. Süleyman Demirel & Roman Kapuscinski & Man Yu, 2018. "Strategic Behavior of Suppliers in the Face of Production Disruptions," Management Science, INFORMS, vol. 64(2), pages 533-551, February.
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    JEL classification:

    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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