动态环境下点对点能源交易的Stackelberg博弈分析

Anchu Thomas, Mathew P. Abraham, Arya M G
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引用次数: 0

摘要

点对点(P2P)能源交易是在并网用户之间直接共享能源。一个高效的P2P能源交易平台为可持续发展铺平了道路,因为它鼓励当地更多地利用可再生能源发电。由于技术、经济和社会因素的原因,建立一个新的P2P平台并使其成功是具有挑战性的。在本文中,我们将关注这一挑战的经济方面。我们提出了一种新的P2P交易模式,通过这种模式,政策制定者可以选择是鼓励更多的本地生产还是消费。我们将P2P能源交易建模为单一领导者多追随者的Stackelberg博弈,其中拍卖商或政策制定者为单一领导者,生产消费者(生产者+消费者)为追随者。根据卖方(生产者)和买方(消费者)提交的出价,拍卖师采用双重拍卖方式确定获胜者进行交易。对于中标者,拍卖商定价使产消者的平均社会福利最大化,产消者决定数量使其福利函数最大化。在这种情况下,我们证明了Stackelberg均衡的存在性和唯一性。我们还提出了一种求Stackelberg均衡价格和数量的算法。我们考虑了不同的测试用例来分析Stackelberg均衡的存在性以及该均衡对P2P能源交易的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Peer-to-Peer Energy Trading in a Dynamic Environment Using Stackelberg Game
Peer-to-Peer (P2P) energy trading is the direct sharing of energy between grid-connected users. An efficient P2P energy trading platform paves way for sustainable development since it encourages more generation from renewables locally. Setting up a new P2P platform and bringing that to a successful one is challenging due to technical, economic and social factors. In this paper, we focus on the economic aspect of this challenge. We propose a novel model of P2P trading by which a policymaker can choose whether to encourage more local generation or consumption. We model the P2P energy trading as a single leader multiple follower Stackelberg game with the auctioneer or the policymaker as the single leader, and the prosumers (producer + consumer) as the followers. Depending on the bids submitted by the sellers (producers) and buyers (consumers), the auctioneer using double auction determines the winners for trading. For the winners, the auctioneer fixes a price maximizing the average social welfare of prosumers, and the prosumers decide their quantities maximizing their welfare functions. We show the existence and uniqueness of Stackelberg equilibrium in such a scenario. We also propose an algorithm to find the Stackelberg equilibrium price and quantities. We consider different test cases to analyze the existence of the Stackelberg equilibrium and the effect of the equilibrium on P2P energy trading.
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