Improved multi-objective artificial bee colony algorithm for optimal power flow problem
文献类型：期刊论文
| 作者 | Ma LB(马连博) ; Hu KY(胡琨元); Zhu YL(朱云龙); Chen HN(陈瀚宁)
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| 刊名 | JOURNAL OF CENTRAL SOUTH UNIVERSITY
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| 出版日期 | 2014 |
| 卷号 | 21期号:11页码:4220-4227 |
| 关键词 | cooperative artificial colony algorithm optimal power flow multi-objective optimization |
| ISSN号 | 2095-2899 |
| 产权排序 | 1 |
| 通讯作者 | 马连博 |
| 中文摘要 | The artificial bee colony (ABC) algorithm is improved to construct a hybrid multi-objective ABC algorithm, called HMOABC, for resolving optimal power flow (OPF) problem by simultaneously optimizing three conflicting objectives of OPF, instead of transforming multi-objective functions into a single objective function. The main idea of HMOABC is to extend original ABC algorithm to multi-objective and cooperative mode by combining the Pareto dominance and divide-and-conquer approach. HMOABC is then used in the 30-bus IEEE test system for solving the OPF problem considering the cost, loss, and emission impacts. The simulation results show that the HMOABC is superior to other algorithms in terms of optimization accuracy and computation robustness. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Metallurgy & Metallurgical Engineering |
| 研究领域[WOS] | Metallurgy & Metallurgical Engineering |
| 关键词[WOS] | GENETIC ALGORITHM ; OPTIMIZATION ; EVOLUTION |
| 收录类别 | SCI ; EI |
| 资助信息 | National Natural Science Foundation of China [61105067, 61174164] |
| 语种 | 英语 |
| WOS记录号 | WOS:000345081500023 |
| 公开日期 | 2014-12-29 |
| 源URL | [http://ir.sia.cn/handle/173321/15451]  |
| 专题 | 沈阳自动化研究所_信息服务与智能控制技术研究室 |
| 推荐引用方式 GB/T 7714 | Ma LB,Hu KY,Zhu YL,et al. Improved multi-objective artificial bee colony algorithm for optimal power flow problem[J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY,2014,21(11):4220-4227. |
| APA | Ma LB,Hu KY,Zhu YL,&Chen HN.(2014).Improved multi-objective artificial bee colony algorithm for optimal power flow problem.JOURNAL OF CENTRAL SOUTH UNIVERSITY,21(11),4220-4227. |
| MLA | Ma LB,et al."Improved multi-objective artificial bee colony algorithm for optimal power flow problem".JOURNAL OF CENTRAL SOUTH UNIVERSITY 21.11(2014):4220-4227. |
入库方式： OAI收割
来源：沈阳自动化研究所
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