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How peer effects influence energy consumption

机译:同伴效应如何影响能源消耗

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This paper analyzes the impact of peer effects on electricity consumption of a network of rational, utility-maximizing users. Users derive utility from consuming electricity as well as consuming less energy than their neighbors. However, a disutility is incurred for consuming more than their neighbors. To maximize the profit of the load-serving entity that provides electricity to such users, we develop a two-stage game-theoretic model, where the entity sets the prices in the first stage. In the second stage, consumers decide on their demand in response to the observed price set in the first stage so as to maximize their utility. To this end, we derive theoretical statements under which such peer effects reduce aggregate user consumption. Further, we obtain expressions for the resulting electricity consumption and profit of the load serving entity for the case of perfect price discrimination and a single price under complete information, and approximations under incomplete information. Simulations suggest that exposing only a selected subset of all users to peer effects maximizes the entity's profit.
机译:本文分析了效用最大化的合理用户网络的对等效应对用电量的影响。用户通过消耗电力以及消耗比邻居少的能源来获得效用。但是,与邻国相比,消费更多会造成浪费。为了使为此类用户供电的负载服务实体的利润最大化,我们开发了一个两阶段博弈论模型,该模型在第一阶段确定价格。在第二阶段,消费者根据第一阶段设定的观察价格决定需求,从而最大程度地发挥效用。为此,我们得出了理论上的陈述,在这种陈述下,这种对等效应可减少用户的总体消费。此外,对于完全价格信息下的完全价格歧视和单一价格,以及不完全信息下的近似值,我们获得了负载服务实体所产生的电力消耗和利润的表达式。模拟表明,仅将所有用户的选定子集暴露于同伴效应,可最大程度地提高实体的利润。

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