Design of An Intelligent Monitoring and Control System for Photovoltaic Microgrids,ERICDATA高等教育知識庫
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篇名
Design of An Intelligent Monitoring and Control System for Photovoltaic Microgrids
並列篇名
Design of An Intelligent Monitoring and Control System for Photovoltaic Microgrids
作者 Qian-Han Zhang、Bing-Yan Wei、Dong-Liang Fan、Xiao-Ying Wu、Jin-Ping Du
英文摘要

This article focuses on the problems of imperfect models and slow convergence speed of optimization algorithms in the use of photovoltaic microgrids. Firstly, accurate mathematical models are established based on the composition of photovoltaic microgrids, namely photovoltaic power generation systems and energy storage systems. Then, an improved cat swarm algorithm is used to solve the model, ultimately achieving an increase in solving speed during the process while avoiding the algorithm from falling into local optima. Finally, an intelligent monitoring system for photovoltaic microgrids was designed based on the algorithm process of the article, visualizing the main parameters.

 

起訖頁 145-152
關鍵詞 photovoltaic microgrid、photovoltaic model、energy storage model、intelligence algorithms
刊名 電腦學刊  
期數 202312 (34:6期)
DOI 10.53106/199115992023123406011   複製DOI
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