Optimal Energy Management Strategy for an Islanded Microgrid with Hybrid Energy Storage

被引:0
|
作者
Haipeng Chen
Lin Gao
Zhong Zhang
He Li
机构
[1] Northeast Electric Power University,Key Laboratory of Modern Power System Simulation and Control & Renewable Energy Technology, Ministry of Education
[2] Northeast Electric Power University,Department of Electrical Engineering
[3] State Grid Gansu Electric Power Company,undefined
关键词
Islanded microgrid; Hybrid energy storage system; Demand response; Energy management;
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中图分类号
学科分类号
摘要
Due to the randomness and volatility of light intensity and wind speed, renewable generation and load management are facing new challenges. This paper proposes a novel energy management strategy to extend the life cycle of the hybrid energy storage system (HESS) based on the state of charge (SOC) and reduce the total operating cost of the islanded microgrid (MG). In this paper, a demand response (DR) optimization model of independent MG is introduced considering the total cost of MG operation, carbon emission and new energy consumption penalty. Meanwhile, by analyzing the SOC of the HESS, starting and stopping criteria (SSC) of diesel generator (DG), residential load classification, an optimal energy management strategy for island grid operation of HESS based on DR is proposed. Then, the particle swarm optimization (PSO) algorithm with improved acceleration factor is applied to solve the optimization scheme. The simulation results show that a novel energy management strategy has improved the economical and reliable performance of the independent MG via setting the charging and discharging criteria of HESS and SSC of DG. Moreover, flexible scheduling of part controllable loads can be used to improve the renewable energy consumption rate and reduce the loss of load rate.
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页码:1313 / 1325
页数:12
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