4.6 Article

A multi-leader-follower game for energy demand-side management

期刊

OPTIMIZATION
卷 71, 期 15, 页码 4571-4601

出版社

TAYLOR & FRANCIS LTD
DOI: 10.1080/02331934.2021.1954179

关键词

Bilevel optimization; demand-side management; energy markets

资金

  1. FMJH Program GaspardMonge in optimization and operation research
  2. EDF

向作者/读者索取更多资源

A multi-leader-follower game (MLFG) is a bilevel problem where the upper and lower levels are defined by Nash non-cooperative competition among the leaders and the followers. Although complex, MLFGs are perfect models to describe hierarchical interactions among actors in real-life problems. In this study, we focus on a class of MLFGs that model demand-side management in an electricity market. Our goal is to propose innovative approaches to efficiently tackle this difficult problem.
A multi-leader-follower game (MLFG) corresponds to a bilevel problem in which the upper level and the lower level are defined by Nash non-cooperative competition among the players acting at the upper level (the leaders) and, at the same time, among the ones acting at the lower level (the followers). MLFGs are known to be complex problems, but they also provide perfect models to describe hierarchical interactions among various actors of real-life problems. In this work, we focus on a class of MLFGs modelling the implementation of demand-side management in an electricity market through price incentives, leading to the so-called Bilevel Demand-Side Management problem (BDSM). Our aim is to propose some innovative reformulations/numerical approaches to efficiently tackle this difficult problem. Our methodology is based on the selection of specific Nash equilibria of the lower level through a precise analysis of the intrinsic characteristics of (BDSM).

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