Optimal allocation method of energy storage for integrated renewable generation plants based on power market simulation

Dazheng Liu , Fei Zhao , Shu Wang , Yongmei Cui , Jun Shu
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引用次数: 3

Abstract

This study designs and proposes a method for evaluating the configuration of energy storage for integrated renewable generation plants in the power spot market, which adopts a two-level optimization model of “system simulation + plant optimization”. The first step is “system simulation” which is using the power market simulation model to obtain the initial nodal marginal price and curtailment of the integrated renewable generation plant. The second step is “plant optimization” which is using the operation optimization model of the integrated renewable generation plant to optimize the charge-discharge operation of energy storage. In the third step, “system simulation” is conducted again, and the combined power of renewable and energy storage inside the plant is brought into the system model and simulated again for 8,760 h of power market year-round to quantify and compare the power generation and revenue of the integrated renewable generation plant after applying energy storage. In the case analysis of the provincial power spot market, an empirical analysis of a 1 GW wind-solar-storage integrated generation plant was conducted. The results show that the economic benefit of energy storage is approximately proportional to its capacity and that there is a slowdown in the growth of economic benefits when the capacity is too large. In the case that the investment benefit of energy storage only considers the income of electric energy-related incomes and does not consider the income of capacity mechanism and auxiliary services, the income of energy storage cannot fulfill the economic requirements of energy storage investment.

基于电力市场仿真的一体化可再生电站储能优化分配方法
本研究设计并提出了一种电力现货市场中综合可再生发电厂储能配置的评估方法,该方法采用“系统模拟+工厂优化”的两级优化模型。第一步是“系统模拟”,即使用电力市场模拟模型来获得综合可再生发电厂的初始节点边际价格和限功率。第二步是“工厂优化”,即利用综合可再生能源发电厂的运行优化模型来优化储能的充放电运行。第三步,再次进行“系统模拟”,将工厂内部可再生能源和储能的组合功率纳入系统模型,并对全年8760小时的电力市场进行再次模拟,以量化和比较综合可再生发电厂应用储能后的发电量和收入。在省级电力现货市场的案例分析中,对一座1吉瓦的风光储能综合发电厂进行了实证分析。结果表明,储能的经济效益与其容量大致成正比,当容量过大时,经济效益的增长会放缓。在储能投资效益只考虑电能相关收入而不考虑容量机制和辅助服务收入的情况下,储能收入不能满足储能投资的经济要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
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