Artificial Intelligence Assisted Energy Optimization and Control Method for Microgrids,ERICDATA高等教育知識庫
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篇名
Artificial Intelligence Assisted Energy Optimization and Control Method for Microgrids
並列篇名
Artificial Intelligence Assisted Energy Optimization and Control Method for Microgrids
作者 Dong-Liang Fan、Jian Wang、Qian-Han Zhang、Jin-Ping Du、Rui Yuan
英文摘要

As the future direction of power development, microgrids are particularly important for rational and efficient energy management. This article establishes an optimization model with multiple uncertainties as parameters for the microgrid energy system, with the objective function of minimizing operating costs. Then, an improved harmony algorithm was used to solve for the optimal solution of the model parameters. Finally, a microgrid system consisting of wind and thermal power units established in a certain area of Hebei Province was used for solution analysis. After experimental verification, the proposed method in this paper achieved significant improvements in both operational cost reduction and microgrid efficiency.

 

起訖頁 273-282
關鍵詞 Microgrids、energy optimization、harmony search algorithm
刊名 電腦學刊  
期數 202306 (34:3期)
DOI 10.53106/199115992023063403019   複製DOI
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