篇名 |
Design of An Intelligent Monitoring and Control System for Photovoltaic Microgrids
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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.
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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 |
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