微电网
博弈论
计算机科学
可再生能源
完美信息
不完美的
运筹学
实现(概率)
能源规划
数学优化
工程类
经济
微观经济学
数学
语言学
哲学
统计
电气工程
作者
Hui Li,Zhouyang Ren,Anupam Trivedi,Pranjal Pragya Verma,Dipti Srinivasan,Wenyuan Li
标识
DOI:10.1109/tste.2022.3180842
摘要
This paper proposes a noncooperative game-based planning method for microgrid (MG) considering the interconnection between developing and developed privately-owned clustered MGs on an island. A noncooperative game with imperfect information is designed to regulate the decision-making in planning and operating strategies for rational MG owners. The optimization models for both developing and developed MGs are presented. Different levels of maturity of MG development are modeled by diverse objective functions and constraints, while the data privacy of privately-owned MGs is preserved through imperfect information and prior beliefs. To tackle the seasonality of renewable energy and load on an island, hydrogen storage is considered in the developing MG on the island. Diagonalization and realization are incorporated to develop an effective solving methodology in searching the mixed strategy equilibrium for each MG. The effectiveness of the proposed method is verified using comprehensive case studies.
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