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A Stackelberg Game Analysis of Risk-Hedging Strategies in Decentralized Electricity Markets

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  • معلومة اضافية
    • Contributors:
      École normale supérieure - Paris (ENS-PSL); Université Paris Sciences et Lettres (PSL); Flemish Institute for Technological Research (VITO); Dynamics of Geometric Networks (DYOGENE); Département d'informatique - ENS Paris (DI-ENS); Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS-PSL); Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Institut National de Recherche en Informatique et en Automatique (Inria)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)-Inria de Paris; Institut National de Recherche en Informatique et en Automatique (Inria); Integrated Optimization with Complex Structure (INOCS); Inria Lille - Nord Europe; Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Université libre de Bruxelles (ULB)-Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL); Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS)
    • بيانات النشر:
      HAL CCSD
    • الموضوع:
      2023
    • Collection:
      LillOA (HAL Lille Open Archive, Université de Lille)
    • نبذة مختصرة :
      We investigate equilibrium problems arising in a decentralized electricity market involving risk-averse prosumers. The prosumers have the possibility to hedge their risks through financial contracts that they canpurchase from an insurance company or trade directly with their peers. We formulate the problem as aStackelberg game where the insurance company acts as the leader while the prosumers behave as followers.We consider two designs of the problem, in the first model only the insurance company acts as a sourceof risk-hedging contracts, in the second model we supplement the former design by allowing inter-agentrisk-hedging. We derive risk-hedging pricing scheme in each design and show that the Stackelberg gamepessimistic formulation might have no solution. We propose an equivalent reformulation as a parametrizedgeneralized Nash equilibrium problem, and characterize the set of equilibria. We prove that the insurancecompany can design price incentives that guarantee the existence of a solution of the pessimistic formulation, which is ε close to the optimistic one. We then derive economic properties of the Stackelberg equilibria such as fairness, equity, and economic efficiency. We also quantify the impact of the insurance company incomplete information on the prosumers’ risk-aversion levels on its individual cost and social cost. Finally, we evaluate numerically the proposed risk-hedging market models, using residential data provided by Pecan Street.
    • Relation:
      hal-03674562; https://hal.science/hal-03674562; https://hal.science/hal-03674562v2/document; https://hal.science/hal-03674562v2/file/main.pdf
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.A9ECFF1A