Robust Energy Management for Uncertain Microgrid Using Modified Grey Wolf Optimizer

Yuhao Cao, Tengpeng Chen, Lu Sun, Yuhao Sun, Zhongbao Wei, Gehan A.J. Amaratunga

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

Uncertainties of renewable energy sources (RES) power generation and load demand have detrimental effects on the microgrid operation. In this paper, a robust optimization approach based on modified grey wolf optimizer is proposed to determine the optimal energy management for a typical micro-grid with regard to uncertainties. Furthermore, the influence of uncertainty budget for RES power generation and load demand on operation cost and pollutant gas emissions are studied. Simulation results show a good reduction both in operation cost and pollution emissions as well verify the effectiveness of our proposed approach.

源语言英语
主期刊名Proceedings of the 15th IEEE Conference on Industrial Electronics and Applications, ICIEA 2020
出版商Institute of Electrical and Electronics Engineers Inc.
1515-1519
页数5
ISBN(电子版)9781728151694
DOI
出版状态已出版 - 9 11月 2020
活动15th IEEE Conference on Industrial Electronics and Applications, ICIEA 2020 - Virtual, Kristiansand, 挪威
期限: 9 11月 202013 11月 2020

出版系列

姓名Proceedings of the 15th IEEE Conference on Industrial Electronics and Applications, ICIEA 2020

会议

会议15th IEEE Conference on Industrial Electronics and Applications, ICIEA 2020
国家/地区挪威
Virtual, Kristiansand
时期9/11/2013/11/20

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