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Residential Appliances Direct Load Control in Real-Time Using Cooperative Game

机译:借助合作博弈对家用电器进行实时直接负载控制

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The relatively fixed residential day-ahead real-time electricity price reflects insufficient information of the market, so the response of residential energy management system (EMS) to the real-time pricing (RTP) is not complete and therefore retailers are exposed to the risk of price fluctuation in balance market. Direct load control (DLC) in cooperative game is proposed in this paper. A cooperative game union comprised of some users and a retailer is established to minimize the union costs. The union provides an opportunity to access the balance market indirectly for residents and to reduce risks and costs for the retailer. In addition, Shapley value which embodies the fairness is used in union profits allocation. The method that avoids bidding for residential users simplifies the thresholds of residents to participate in market. Furthermore, the DLC union contributes to imbalance self-management for the retailer, which helps him avoid paying for the regulation cost involved in the deviation between the total quantity bought at markets and the actual consumption. The achievement of union’s goal respects the constraints set by users. The method that alleviates the disturbance of DLC to residents meets the dual goals of being both fully responsive and non-disruptive.
机译:相对固定的住宅日前实时电价反映了市场信息不足,因此住宅能源管理系统(EMS)对实时定价(RTP)的响应不完整,因此零售商面临风险平衡市场中的价格波动。本文提出了合作博弈中的直接负荷控制(DLC)。建立了由一些用户和零售商组成的合作游戏联盟,以最大程度地降低联盟成本。工会为居民提供了间接进入平衡市场的机会,并为零售商降低了风险和成本。另外,体现公平性的Shapley值用于工会利润分配。避免为居民用户竞标的方法简化了居民参与市场的门槛。此外,DLC工会导致零售商的自我管理失衡,这有助于他避免支付因在市场上购买的总数量与实际消费之间的差异而产生的监管成本。工会目标的实现尊重用户设定的约束。减轻DLC对居民的干扰的方法满足了完全响应和无干扰的双重目标。

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