Resilient and sustainable energy supply chains: insights on sourcing and pricing strategies in a non-collaborative and collaborative environment

References

• Agi, Maher A. N., Sohrab Faramarzi-Oghani, and Öncü Hazır. 2021. “Game Theory-Based Models in Green Supply Chain Management: A Review of the Literature.” International Journal of Production Research 59 (15): 4736–4755. https://doi.org/10.1080/00207543.2020.1770893.
   Web of Science ®Google Scholar
• Allameh, Ghazaleh, and Mohammad Saidi-Mehrabad. 2021. “Pricing Decisions in a Decentralized Biofuel Supply Chain with RIN Mechanism Considering Environmental Impacts.” Biomass and Bioenergy 150:106090. https://doi.org/10.1016/j.biombioe.2021.106090.
   Web of Science ®Google Scholar
• Anderson, Janet. 2023. “Solar Energy Comes to East Baltimore Campus.” John Hopkins Medicine Web Page. Accessed December 7. https://www.hopkinsmedicine.org/news/articles/2016/05/solar-energy-comes-to-east-baltimore-campus-1.
   Google Scholar
• Aumann, Robert J. 2019. Lectures on Game Theory. .Boca Raton, FL: CRC.
   Google Scholar
• Babaei, Sadra, Chaoyue Zhao, and Tieming Liu. 2017. “Incentive-Based Coordination Mechanism for Backup Renewable Energy Investment.” Paper Presented at the 2017 IEEE Power & Energy Society General Meeting, Chicago, IL.
   Google Scholar
• Bai, Chunguang, Joseph Sarkis, and Sherwat Ibrahim. 2024. “An Analytical Method for Investigating Multi-Tier Sustainable Supply Chains: Simplifying the Complex.” International Journal of Production Research 62 (4): 1318–1335. https://doi.org/10.1080/00207543.2023.2182148.
   Web of Science ®Google Scholar
• BDEW. 2023. “Gross Electricity Generation from Renewable Energy in Germany from 1990 to 2022 (in Terawatt Hours).” Accessed May. https://www.statista.com/statistics/583179/gross-electricity-generation-from-renewable-energy-germany/.
   Google Scholar
• Chen, Jie, Amrik S. Sohal, and Daniel I. Prajogo. 2013. “Supply Chain Operational Risk Mitigation: A Collaborative Approach.” International Journal of Production Research 51 (7): 2186–2199. https://doi.org/10.1080/00207543.2012.727490.
   Web of Science ®Google Scholar
• Chrisandina, N. J., S. Vedant, E. Iakovou, E. N. Pistikopoulos, and M. M. El-Halwagi. 2022. “Multi-Scale Integration for Enhanced Resilience of Sustainable Energy Supply Chains: Perspectives and Challenges.” Computers & Chemical Engineering 164:107891. https://doi.org/10.1016/j.compchemeng.2022.107891.
   Web of Science ®Google Scholar
• Christian Schiebold. 2023. “Wolfsburg Plant – the Heart of the VW Brand.” News Release. 2023. Accessed September 2023. https://www.volkswagen-newsroom.com/en/wolfsburg-plant-the-heart-of-the-vw-brand-6811.
   Google Scholar
• Dr. Christoph Ludewig. 2021. “Volkswagen Drives Expansion of Renewable Energies with a New Wind Farm in Sweden.” News Release. Accessed September 2023. https://www.volkswagen-newsroom.com/en/press-releases/volkswagen-drives-expansion-of-renewable-energies-with-a-new-wind-farm-in-sweden-7681.
   Google Scholar
• Duong, Linh Nguyen Khanh, and Josephine Chong. 2020. “Supply Chain Collaboration in the Presence of Disruptions: A Literature Review.” International Journal of Production Research 58 (11): 3488–3507. https://doi.org/10.1080/00207543.2020.1712491.
   Web of Science ®Google Scholar
• Engeland, Kolbjørn, Marco Borga, Jean-Dominique Creutin, Baptiste François, Maria-Helena Ramos, and Jean-Philippe Vidal. 2017. “Space-Time Variability of Climate Variables and Intermittent Renewable Electricity Production – a Review.” Renewable and Sustainable Energy Reviews 79:600–617. https://doi.org/10.1016/j.rser.2017.05.046.
   Web of Science ®Google Scholar
• Fontes, Cristiano Hora de O., and Francisco Gaudêncio M. Freires. 2018. “Sustainable and Renewable Energy Supply Chain: A System Dynamics Overview.” Renewable and Sustainable Energy Reviews 82:247–259. https://doi.org/10.1016/j.rser.2017.09.033.
   Web of Science ®Google Scholar
• Gonela, Vinay, Dalila Salazar, Jun Zhang, Atif Osmani, Iddrisu Awudu, and Barbara Altman. 2019. “Designing a Sustainable Stochastic Electricity Generation Network with Hybrid Production Strategies.” International Journal of Production Research 57 (8): 2304–2326. https://doi.org/10.1080/00207543.2018.1516900.
   Web of Science ®Google Scholar
• Gupta, Varun, and Dmitry Ivanov. 2020. “Dual Sourcing Under Supply Disruption with Risk-Averse Suppliers in the Sharing Economy.” International Journal of Production Research 58 (1): 291–307. https://doi.org/10.1080/00207543.2019.1686189.
   Web of Science ®Google Scholar
• Gupta, Varun, Dmitry Ivanov, and Tsan-Ming Choi. 2021. “Competitive Pricing of Substitute Products Under Supply Disruption.” Omega 101:102279. https://doi.org/10.1016/j.omega.2020.102279.
   PubMed Web of Science ®Google Scholar
• Han, Xiaohua, Haiyan Wu, Qianxia Yang, and Jennifer Shang. 2017. “Collection Channel and Production Decisions in a Closed-Loop Supply Chain with Remanufacturing Cost Disruption.” International Journal of Production Research 55 (4): 1147–1167. https://doi.org/10.1080/00207543.2016.1230684.
   Web of Science ®Google Scholar
• Hosseini-Motlagh, Seyyed-Mahdi, Mina Nouri-Harzvili, Tsan-Ming Choi, and Samira Ebrahimi. 2019. “Reverse Supply Chain Systems Optimization with Dual Channel and Demand Disruptions: Sustainability, CSR Investment and Pricing Coordination.” Information Sciences 503:606–634. https://doi.org/10.1016/j.ins.2019.07.021.
   Web of Science ®Google Scholar
• Huang, Jingsi, Dongwei Xie, Yunzhe Qiu, Jianxiao Wang, and Jie Song. 2023. “Green Supply Chain Management: A Renewable Energy Planning and Dynamic Inventory Operations for Perishable Products.” International Journal of Production Research, 1–28. https://doi.org/10.1080/00207543.2023.2220047.
   Web of Science ®Google Scholar
• Ivanov, Dmitry. 2017. Structural Dynamics and Resilience in Supply Chain Risk Management. Cham: Springer.
   Google Scholar
• Ivanov, Dmitry. 2018. “Revealing Interfaces of Supply Chain Resilience and Sustainability: A Simulation Study.” International Journal of Production Research 56 (10): 3507–3523. https://doi.org/10.1080/00207543.2017.1343507.
   Web of Science ®Google Scholar
• Ivanov, Dmitry. 2022a. “Blackout and Supply Chains: Cross-Structural Ripple Effect, Performance, Resilience and Viability Impact Analysis.” Annals of Operations Research. https://doi.org/10.1007/s10479-022-04754-9.
   Web of Science ®Google Scholar
• Ivanov, Dmitry. 2022b. “Viable Supply Chain Model: Integrating Agility, Resilience and Sustainability Perspectives – Lessons from and Thinking Beyond the COVID-19 Pandemic.” Annals of Operations Research 319 (1): 1411–1431. https://doi.org/10.1007/s10479-020-03640-6.
   PubMedGoogle Scholar
• Ivanov, Dmitry. 2023a. “Design and Deployment of Sustainable Recovery Strategies in the Supply Chain.” Computers & Industrial Engineering 183:109444. https://doi.org/10.1016/j.cie.2023.109444.
   Web of Science ®Google Scholar
• Ivanov, Dmitry. 2023b. “The Industry 5.0 Framework: Viability-Based Integration of the Resilience, Sustainability, and Human-Centricity Perspectives.” International Journal of Production Research 61 (5): 1683–1695. https://doi.org/10.1080/00207543.2022.2118892.
   Web of Science ®Google Scholar
• Ivanov, Dmitry, Alexandre Dolgui, Jennifer V. Blackhurst, and Tsan-Ming Choi. 2023. “Toward Supply Chain Viability Theory: From Lessons Learned Through COVID-19 Pandemic to Viable Ecosystems.” International Journal of Production Research 61 (8): 2402–2415. https://doi.org/10.1080/00207543.2023.2177049.
   Web of Science ®Google Scholar
• Ivanov, Dmitry, Alexander Tsipoulanidis, and Jörn Schönberger. 2021. “Supply Chain Risk Management and Resilience.” In Global Supply Chain and Operations Management: A Decision-Oriented Introduction to the Creation of Value, edited by Dmitry Ivanov, Alexander Tsipoulanidis, and Jörn Schönberger, 485–520. Cham: Springer International Publishing.
   Google Scholar
• Jafari, Hamed, Seyed Reza Hejazi, and Morteza Rasti-Barzoki. 2017. “Sustainable Development by Waste Recycling Under a Three-Echelon Supply Chain: A Game-Theoretic Approach.” Journal of Cleaner Production 142:2252–2261. https://doi.org/10.1016/j.jclepro.2016.11.051.
   Web of Science ®Google Scholar
• Jamali, Mohammad-Bagher, and Morteza Rasti-Barzoki. 2022. “A Game-Theoretic Approach for Examining Government Support Strategies and Licensing Contracts in an Electricity Supply Chain with Technology Spillover: A Case Study of Iran.” Energy 242:122919. https://doi.org/10.1016/j.energy.2021.122919.
   Web of Science ®Google Scholar
• Jamali, Mohammad-Bagher, Morteza Rasti-Barzoki, and Jörn Altmann. 2023. “A Game-Theoretic Approach for Investigating the Competition Between Energy Producers Under the Energy Resilience Index: A Case Study of Iran.” Sustainable Cities and Society 95:104598. https://doi.org/10.1016/j.scs.2023.104598.
   Web of Science ®Google Scholar
• JHU (Johns Hopkins Hub). 2023. “Solar Facility Now Supplying Renewable Energy for Two-Thirds of University's Electricity Use.” Accessed December 7. https://hub.jhu.edu/2022/08/03/skipjack-solar-center-now-operating/.
   Google Scholar
• Kabeyi, Moses Jeremiah Barasa, and Oludolapo Akanni Olanrewaju. 2022. “Sustainable Energy Transition for Renewable and Low Carbon Grid Electricity Generation and Supply.” Frontiers in Energy Research 9. https://doi.org/10.3389/fenrg.2021.743114.
   Web of Science ®Google Scholar
• Kim, Minkyun, and Sangmi Chai. 2017. “Implementing Environmental Practices for Accomplishing Sustainable Green Supply Chain Management.” Sustainability 9 (7): 1192. https://doi.org/10.3390/su9071192.
   Web of Science ®Google Scholar
• Kumar, Milan, Preetam Basu, and Balram Avittathur. 2018. “Pricing and Sourcing Strategies for Competing Retailers in Supply Chains Under Disruption Risk.” European Journal of Operational Research 265 (2): 533–543. https://doi.org/10.1016/j.ejor.2017.08.019.
   Web of Science ®Google Scholar
• Li, Shanshan, Yong He, Hongfu Huang, Junyi Lin, and Dmitry Ivanov. 2023. “Supply Chain Hoarding and Contingent Sourcing Strategies in Anticipation of Price Hikes and Product Shortages.” IISE Transactions, 1–16. https://doi.org/10.1080/24725854.2023.2184515.
   Web of Science ®Google Scholar
• Lotfi, Reza, Bahareh Kargar, Seyed Hosein Hoseini, Sima Nazari, Soroush Safavi, and Gerhard-Wilhelm Weber. 2021. “Resilience and Sustainable Supply Chain Network Design by Considering Renewable Energy.” International Journal of Energy Research 45 (12): 17749–17766. https://doi.org/10.1002/er.6943.
   Web of Science ®Google Scholar
• Maddouri, Mohamed, Habib Elkhorchani, and Khaled Grayaa. 2020. “Game Theory and Hybrid Genetic Algorithm for Energy Management and Real-Time Pricing in Smart Grid: The Tunisian Case.” International Journal of Green Energy 17 (12): 816–826. https://doi.org/10.1080/15435075.2020.1798772.
   Web of Science ®Google Scholar
• Mohammadi, Maryam, and Iiro Harjunkoski. 2020. “Performance Analysis of Waste-to-Energy Technologies for Sustainable Energy Generation in Integrated Supply Chains.” Computers & Chemical Engineering 140:106905. https://doi.org/10.1016/j.compchemeng.2020.106905.
   Web of Science ®Google Scholar
• Namdar, Jafar, Xueping Li, Rupy Sawhney, and Ninad Pradhan. 2018. “Supply Chain Resilience for Single and Multiple Sourcing in the Presence of Disruption Risks.” International Journal of Production Research 56 (6): 2339–2360. https://doi.org/10.1080/00207543.2017.1370149.
   Web of Science ®Google Scholar
• Noorollahi, Younes, Meysam Pourarshad, and Alireza Veisi. 2021. “The Synergy of Renewable Energies for Sustainable Energy Systems Development in Oil-Rich Nations; Case of Iran.” Renewable Energy 173:561–568. https://doi.org/10.1016/j.renene.2021.04.016.
   Web of Science ®Google Scholar
• Pal, Brojeswar, and Shib Sankar Sana. 2022. “Game-Theoretic Analysis in an Environment-Friendly Competitive Closed-Loop Dual-Channel Supply Chain with Recycling.” Operations Management Research 15 (3): 627–646. https://doi.org/10.1007/s12063-021-00221-z.
   Web of Science ®Google Scholar
• Potrč, Sanja, Lidija Čuček, Mariano Martin, and Zdravko Kravanja. 2021. “Sustainable Renewable Energy Supply Networks Optimization – the Gradual Transition to a Renewable Energy System Within the European Union by 2050.” Renewable and Sustainable Energy Reviews 146:111186. https://doi.org/10.1016/j.rser.2021.111186.
   Web of Science ®Google Scholar
• Rajabzadeh, Hamed, Jörn Altmann, and Morteza Rasti-Barzoki. 2022. “A Game-Theoretic Approach for Pricing in a Closed-Loop Supply Chain Considering Product Exchange Program and a Full-Refund Return Policy: A Case Study of Iran.” Environmental Science and Pollution Research 30 (4): 10390–10413. https://doi.org/10.1007/s11356-022-22671-z.
   PubMed Web of Science ®Google Scholar
• Rajabzadeh, Hamed, and Reza Babazadeh. 2022. “A Game-Theoretic Approach for Power Pricing in a Resilient Supply Chain Considering a Dual Channel Biorefining Structure and the Hybrid Power Plant.” Renewable Energy 198:1082–1094. https://doi.org/10.1016/j.renene.2022.08.118.
   Web of Science ®Google Scholar
• Rajabzadeh, Hamed, Alireza Arshadi Khamseh, and Mariam Ameli. 2023. “A Game-Theoretic Approach for Pricing in a Two Competitive Closed-Loop Supply Chains Considering a Dual-Sourcing Strategy in the Presence of a Disruption Risk.” Process Integration and Optimization for Sustainability 7 (1–2): 293–314. https://doi.org/10.1007/s41660-022-00292-w.
   Google Scholar
• Ranjbar, Yahya, Hadi Sahebi, Jalal Ashayeri, and Ashkan Teymouri. 2020. “A Competitive Dual Recycling Channel in a Three-Level Closed Loop Supply Chain Under Different Power Structures: Pricing and Collecting Decisions.” Journal of Cleaner Production 272:122623. https://doi.org/10.1016/j.jclepro.2020.122623.
   Web of Science ®Google Scholar
• Sahebi, Hadi, Stefan Nickel, and Jalal Ashayeri. 2015. “Joint Venture Formation and Partner Selection in Upstream Crude Oil Section: Goal Programming Application.” International Journal of Production Research 53 (10): 3047–3061. https://doi.org/10.1080/00207543.2014.970708.
   Web of Science ®Google Scholar
• Savaskan, R. Canan, Shantanu Bhattacharya, and Luk N. Van Wassenhove. 2004. “Closed-Loop Supply Chain Models with Product Remanufacturing.” Management Science 50 (2): 239–252. https://doi.org/10.1287/mnsc.1030.0186.
   Web of Science ®Google Scholar
• Suryadi, Arif, and Hsin Rau. 2023. “Considering Region Risks and Mitigation Strategies in the Supplier Selection Process for Improving Supply Chain Resilience.” Computers & Industrial Engineering 181:109288. https://doi.org/10.1016/j.cie.2023.109288.
   Web of Science ®Google Scholar
• Tian, Jinfang, Longguang Yu, Rui Xue, Shan Zhuang, and Yuli Shan. 2022. “Global Low-Carbon Energy Transition in the Post-COVID-19 Era.” Applied Energy 307:118205. https://doi.org/10.1016/j.apenergy.2021.118205.
   PubMed Web of Science ®Google Scholar
• Usman, Muhammad, Daniel Balsalobre-Lorente, Atif Jahanger, and Paiman Ahmad. 2022. “Pollution Concern During Globalization Mode in Financially Resource-Rich Countries: Do Financial Development, Natural Resources, and Renewable Energy Consumption Matter?” Renewable Energy 183:90–102. https://doi.org/10.1016/j.renene.2021.10.067.
   Web of Science ®Google Scholar
• Verzijlbergh, R. A., L. J. De Vries, G. P. J. Dijkema, and P. M. Herder. 2017. “Institutional Challenges Caused by the Integration of Renewable Energy Sources in the European Electricity Sector.” Renewable and Sustainable Energy Reviews 75:660–667. https://doi.org/10.1016/j.rser.2016.11.039.
   Web of Science ®Google Scholar
• Wang, Chen, Mengchu Li, and Nanfang Cui. 2023. “Improving Reliability of Assembly Supply Chains with Disruption Risk: Stakeholders’ Subsidy Interplay.” International Journal of Production Research 62 (4): 1336–1357. https://doi.org/10.1080/00207543.2023.2183718.
   Web of Science ®Google Scholar
• Warmbier, Piotr, Aseem Kinra, and Dmitry Ivanov. 2022. “Supply Chain Sustainability and Resilience – Relationship and Congruent Capability Analysis Based on Paradox Theory.” IFAC-PapersOnLine 55 (10): 311–316. https://doi.org/10.1016/j.ifacol.2022.09.625.
   Google Scholar
• Xiang, Liu. 2020. “Energy Emergency Supply Chain Collaboration Optimization with Group Consensus Through Reinforcement Learning Considering Non-Cooperative Behaviours.” Energy 210:118597. https://doi.org/10.1016/j.energy.2020.118597.
   Web of Science ®Google Scholar
• Yang, Peng, Gongguo Tang, and Arye Nehorai. 2012. “A Game-Theoretic Approach for Optimal Time-of-Use Electricity Pricing.” IEEE Transactions on Power Systems 28 (2): 884–892. https://doi.org/10.1109/TPWRS.2012.2207134.
   Web of Science ®Google Scholar