Capacity Optimization of Clean Renewable Energy in Power Grid Considering Low Temperature Environment Constraint

被引:4
|
作者
Li, Shi-Bo [1 ]
Kang, Zhi-Tao
机构
[1] Yangzhou Univ, Coll Elect Energy & Power Engn, Yangzhou, Jiangsu, Peoples R China
关键词
Hydrogen; Microgrids; Wind speed; Hydrogen storage; Fans; Fuel cells; Power supplies; Low temperature environment; microgrid; battery energy storage; hydrogen energy storage; optimization configuration of capacity; particle swarm optimization; DEMAND RESPONSE; MANAGEMENT; BUILDINGS; BENEFITS; SYSTEMS; PMU;
D O I
10.1109/ACCESS.2021.3137279
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cold regions have complex and diverse environments with low temperatures and short sunshine times throughout the year. To rationally configure the capacity of the low-temperature environment microgrid system and improve the power supply reliability of the low-temperature environment microgrid system and energy utilization rate. Based on the characteristics of a low-temperature environment, a wind-hydrogen-storage microgrid capacity optimization model for hydrogen production from surplus wind power is proposed, and the real-time influence of low-temperature on the output of wind turbines, battery capacity and power load is considered, and the annual average cost is minimized. The annual load shortage rate is restricted, and the capacity of the microgrid power supply system in a low-temperature environment was optimized. In this study, a region in northeast China was the research object. According to the optimized model, because of the defects of the traditional particle swarm optimization (PSO) algorithm, the traditional PSO algorithm is improved to optimize the capacity of the microgrid system. The simulation results were analyzed from the aspects of economy and reliability, and the proposed results were verified. The reliability of the method provides a reference for the optimal configuration of the microgrid capacity in low-temperature environments.
引用
收藏
页码:2740 / 2752
页数:13
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