Optimal participation and cost allocation of shared energy storage considering customer directrix load demand response

储能 最大化 可控性 计算机科学 需求响应 数学优化 运筹学 微观经济学 工程类 经济 电气工程 功率(物理) 物理 数学 量子力学 应用数学
作者
Lei Ma,Xiaozhu Li,Xuan Kong,Yang Changxing,Laijun Chen
出处
期刊:Journal of energy storage [Elsevier]
卷期号:81: 110404-110404
标识
DOI:10.1016/j.est.2023.110404
摘要

In recent years, with the increase in the proportion of new energy connected to the grid, the main goal of energy storage on the load side and energy storage users is to maximize the overall interests. Based on the poor utilization ratio and high use cost of energy storage configured on the user side, the controllability of adjustable load and the rationality of energy storage configuration are two key points that need to be considered for social welfare maximization (SWM). Hence, this paper puts forward an implementation method of large-scale demand response (DR) based on the customer directrix load (CDL), in order to give full play to the DR of the load side and improve the utilization rate of shared energy storage (SES). First, the CDL proposed in this paper gives the full-time DR regulation target, which can better guide load shaping and solve the problem of flexible load controllability. Then, an SES configuration model based on SWM is built to further shape the load and improve the utilization rate and economy of energy storage. In addition, in the market with incomplete free competition, a recent market clearing strategy based on Vickery-Clark-groves (VCG) is proposed, which encourages market members to declare true information to achieve the global optimal effect and realize the sustainability of the proposed model. The simulation results show that with the participation of SES, the similarity of users based on CDL has increased by 8.59 % and 0.99 % respectively, and the social welfare has reached 41,297.71 yuan/day. The results also show that the reasonable cost allocation through the VCG mechanism shortens the investment return period of SES by 33.33 %, which promotes the investment enthusiasm of SES.
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