基于改进多目标灰狼算法的冷热电联供型微电网运行优化

TM73; 针对冷热电联供型微电网运行调度的优化问题,为实现节能减排的目标,以微电网运行费用和环境污染成本为优化目标,建立了包含风机、微型燃气轮机、余热锅炉、溴化锂吸收式制冷机等微源的微电网优化模型.模型的优化求解使用改进的多目标灰狼优化算法,得到多目标问题的Pareto最优解集,并针对微电网优化问题约束条件较多,算法前期探索能力不足的问题,对算法进行改进.仿真结果表明,改进算法的求解速度和全局搜索性能优于原始算法,文中方法可以为冷热电联供型微电网优化调度提供建议,实现根据用户需求的微电网灵活调动,达到减少运行费用和污染气体排放的效果....

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Vydané v:电测与仪表 Ročník 59; číslo 6; s. 12 - 52
Hlavní autori: 戚艳, 尚学军, 聂靖宇, 霍现旭, 邬斌扬, 苏万华
Médium: Journal Article
Jazyk:Chinese
Vydavateľské údaje: 国网天津市电力公司电力科学研究院,天津300384%天津大学内燃机国家重点实验室,天津300072 15.06.2022
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冷热电联供
Pareto最优
多目标灰狼优化算法
微电网
ISSN:1001-1390
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Abstract TM73; 针对冷热电联供型微电网运行调度的优化问题,为实现节能减排的目标,以微电网运行费用和环境污染成本为优化目标,建立了包含风机、微型燃气轮机、余热锅炉、溴化锂吸收式制冷机等微源的微电网优化模型.模型的优化求解使用改进的多目标灰狼优化算法,得到多目标问题的Pareto最优解集,并针对微电网优化问题约束条件较多,算法前期探索能力不足的问题,对算法进行改进.仿真结果表明,改进算法的求解速度和全局搜索性能优于原始算法,文中方法可以为冷热电联供型微电网优化调度提供建议,实现根据用户需求的微电网灵活调动,达到减少运行费用和污染气体排放的效果.
AbstractList TM73; 针对冷热电联供型微电网运行调度的优化问题,为实现节能减排的目标,以微电网运行费用和环境污染成本为优化目标,建立了包含风机、微型燃气轮机、余热锅炉、溴化锂吸收式制冷机等微源的微电网优化模型.模型的优化求解使用改进的多目标灰狼优化算法,得到多目标问题的Pareto最优解集,并针对微电网优化问题约束条件较多,算法前期探索能力不足的问题,对算法进行改进.仿真结果表明,改进算法的求解速度和全局搜索性能优于原始算法,文中方法可以为冷热电联供型微电网优化调度提供建议,实现根据用户需求的微电网灵活调动,达到减少运行费用和污染气体排放的效果.
Author 苏万华
尚学军
戚艳
聂靖宇
邬斌扬
霍现旭
AuthorAffiliation 国网天津市电力公司电力科学研究院,天津300384%天津大学内燃机国家重点实验室,天津300072
AuthorAffiliation_xml – name: 国网天津市电力公司电力科学研究院,天津300384%天津大学内燃机国家重点实验室,天津300072
Author_FL Shang Xuejun
Huo Xianxu
Nie Jingyu
Wu Binyang
Qi Yan
Su Wanhua
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DocumentTitle_FL Optimization of CCHP micro-grid operation based on improved multi-objective grey wolf algorithm
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Pareto最优
多目标灰狼优化算法
微电网
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Title 基于改进多目标灰狼算法的冷热电联供型微电网运行优化
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