Dynamic Stochastic EPEC Model for Competition of Dominant Producers in Generation Expansion Planning

J. Valinejad, M. Marzband, T. Barforoshi, J. Kyyrä, E. Pouresmaeil
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引用次数: 7

Abstract

This paper aims to presents dynamic stochastic an equilibrium problem with equilibrium constraints (DSEPEC) model to invistigate the generation capacity expansion at a certain time horizon and the presence of dominant producers. The DSEPEC model is proposed while there is an uncertainty in the predicted demand, and it is modeled based on discrete Markov model. Each dominant producer is modeled by a bi-level optimization problem so that the first level and the second level provide models for the investment and operation decisions, respectively. The supply function equilibrium (SFE) is used for short-term electricity market. Then, each bi-level model is convert to dynamic stochastic mathemathical problem with equilibrium constraints (DSMPEC). To convert DSEPEC to an auxiliary MILP problem, Karush-Kuhn-Tucker (KKT) conditions as well as primal-dual transformation. A sample two-buses power network is employed for simulation and necessary analysis to confirm the efficiency of the proposed framework.
发电扩展规划中优势厂商竞争的动态随机EPEC模型
本文提出了一种动态随机均衡约束问题(DSEPEC)模型,用于研究在一定时间范围内的发电能力扩张和优势厂商的存在。针对需求预测存在不确定性的情况,提出了基于离散马尔可夫模型的DSEPEC模型。每个优势生产商通过一个双层优化问题建模,第一层和第二层分别为投资和运营决策提供模型。短期电力市场采用了供给函数均衡理论。然后,将每个双层模型转化为具有均衡约束的动态随机数学问题(DSMPEC)。为了将DSEPEC问题转化为辅助的MILP问题,采用了KKT条件和原对偶变换。以双母线电网为例进行了仿真和必要的分析,以验证所提框架的有效性。
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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