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Tiered billing scheme for residential load scheduling with bidirectional energy trading

机译:双向能源交易的住宅负荷调度的分层计费方案

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Future generation smart grids will allow customers to trade energy bidirectionally. Specifically, each customer will be able to not only buy energy from the aggregator during its peak hours but also sell its surplus energy during its off-peak hours. In these emerging energy trading markets, a key component will be the deployment of effective energy billing schemes which consider the customers residential load scheduling. In this paper, we consider a residential load scheduling problem with bidirectional energy trading. Compared with the previous work, in which customers are assumed to be obedient and agree to maximize the social welfare of the smart grid system, in this paper, we consider a non-collaborative approach, where consumers are self-interested. We model the energy scheduling problem as a non-cooperative game, where each customer determines its load scheduling and energy trading to maximize its own profit. In order to resolve the unfairness between heavy and light customers, we propose a novel tiered billing scheme that can control the electricity rates for customers according to their different energy consumption levels. We also propose a distributed energy scheduling algorithm that converges to the unique Nash equilibrium of the studied non-cooperative game. Through the numerical results, we study the impact of the proposed tiered billing scheme on the selfish customers' behavior and on their incentives to participate in the energy trading market.
机译:下一代智能电网将允许客户双向交易能源。具体而言,每个客户不仅可以在高峰时段从聚合器购买能源,还可以在非高峰时段出售其多余的能源。在这些新兴的能源交易市场中,关键要素将是部署有效的能源计费方案,该方案应考虑客户的住宅负荷调度。在本文中,我们考虑了带有双向能源交易的住宅负荷调度问题。与之前的假设顾客服从并同意最大化智能电网系统的社会福利的工作相比,在本文中,我们考虑了一种非协作的方法,即消费者是自利的。我们将能源调度问题建模为非合作博弈,其中每个客户确定其负荷调度和能源交易,以最大程度地提高自己的利润。为了解决重型和轻型客户之间的不公平问题,我们提出了一种新颖的分层计费方案,该方案可以根据客户的不同能耗水平控制其电费。我们还提出了一种分布式能量调度算法,该算法可以收敛到所研究的非合作博弈的唯一纳什均衡。通过数值结果,我们研究了拟议的分层计费方案对自私客户的行为及其参与能源交易市场的动机的影响。

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