Mine-used distribution network reconfiguration based on improved fireworks algorithm
For problems of difficulty in obtaining global optimal solution and low efficiency when heuristic method and intelligent optimization method were used to solve problem of distribution network reconfiguration, and requirements of rapidity and stability of mine-used distribution network reconfiguratio...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Industry and Mine Automation
2018-09-01
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| Series: | Gong-kuang zidonghua |
| Subjects: | |
| Online Access: | http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2018030051 |
| _version_ | 1827988518860750848 |
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| author | XU Jiabin ZHANG Xin ZHANG Yuzhen ZHANG Jing |
| author_facet | XU Jiabin ZHANG Xin ZHANG Yuzhen ZHANG Jing |
| author_sort | XU Jiabin |
| collection | DOAJ |
| description | For problems of difficulty in obtaining global optimal solution and low efficiency when heuristic method and intelligent optimization method were used to solve problem of distribution network reconfiguration, and requirements of rapidity and stability of mine-used distribution network reconfiguration, an improved fireworks algorithm was proposed to solve mine-used distribution network reconfiguration. Taking the minimum distribution network loss as objective function, explosion operator and termination strategy are improved by introducing self-adaptive coefficient, so as to reduce iterations and improve search efficiency. Combing with the optimal fireworks fine-tuning strategy, a large number of identical sparks can be avoid during the optimal fireworks explosion, which effectively improves sparks diversity. The experimental results show that the improved fireworks algorithm has higher stability and repeatability, faster search speed and good global search ability, and network loss is obviously reduced by use of the algorithm to solve problem of distribution network reconfiguration. |
| first_indexed | 2024-04-10T00:04:53Z |
| format | Article |
| id | doaj.art-c6b3181d7aae46e8bd6e61ea2e3a680a |
| institution | Directory Open Access Journal |
| issn | 1671-251X |
| language | zho |
| last_indexed | 2024-04-10T00:04:53Z |
| publishDate | 2018-09-01 |
| publisher | Editorial Department of Industry and Mine Automation |
| record_format | Article |
| series | Gong-kuang zidonghua |
| spelling | doaj.art-c6b3181d7aae46e8bd6e61ea2e3a680a2023-03-17T01:19:10ZzhoEditorial Department of Industry and Mine AutomationGong-kuang zidonghua1671-251X2018-09-01449323610.13272/j.issn.1671-251x.2018030051Mine-used distribution network reconfiguration based on improved fireworks algorithmXU Jiabin0ZHANG Xin1ZHANG Yuzhen2ZHANG Jing3College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao 266590, ChinaSchool of Hydraulic Energy and Power Engineering, Yangzhou University, Yangzhou 225127, ChinaDongying Power Supply Company, State Grid Shandong Electric Power Company, Dongying 257000, ChinaYizheng Power Supply Company, State Grid Jiangsu Electric Power Co., Ltd., Yizheng 211400, ChinaFor problems of difficulty in obtaining global optimal solution and low efficiency when heuristic method and intelligent optimization method were used to solve problem of distribution network reconfiguration, and requirements of rapidity and stability of mine-used distribution network reconfiguration, an improved fireworks algorithm was proposed to solve mine-used distribution network reconfiguration. Taking the minimum distribution network loss as objective function, explosion operator and termination strategy are improved by introducing self-adaptive coefficient, so as to reduce iterations and improve search efficiency. Combing with the optimal fireworks fine-tuning strategy, a large number of identical sparks can be avoid during the optimal fireworks explosion, which effectively improves sparks diversity. The experimental results show that the improved fireworks algorithm has higher stability and repeatability, faster search speed and good global search ability, and network loss is obviously reduced by use of the algorithm to solve problem of distribution network reconfiguration.http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2018030051mine-used distribution networkdistribution network reconfigurationfireworks algorithmself-adaptive coefficientexplosion operator |
| spellingShingle | XU Jiabin ZHANG Xin ZHANG Yuzhen ZHANG Jing Mine-used distribution network reconfiguration based on improved fireworks algorithm Gong-kuang zidonghua mine-used distribution network distribution network reconfiguration fireworks algorithm self-adaptive coefficient explosion operator |
| title | Mine-used distribution network reconfiguration based on improved fireworks algorithm |
| title_full | Mine-used distribution network reconfiguration based on improved fireworks algorithm |
| title_fullStr | Mine-used distribution network reconfiguration based on improved fireworks algorithm |
| title_full_unstemmed | Mine-used distribution network reconfiguration based on improved fireworks algorithm |
| title_short | Mine-used distribution network reconfiguration based on improved fireworks algorithm |
| title_sort | mine used distribution network reconfiguration based on improved fireworks algorithm |
| topic | mine-used distribution network distribution network reconfiguration fireworks algorithm self-adaptive coefficient explosion operator |
| url | http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2018030051 |
| work_keys_str_mv | AT xujiabin mineuseddistributionnetworkreconfigurationbasedonimprovedfireworksalgorithm AT zhangxin mineuseddistributionnetworkreconfigurationbasedonimprovedfireworksalgorithm AT zhangyuzhen mineuseddistributionnetworkreconfigurationbasedonimprovedfireworksalgorithm AT zhangjing mineuseddistributionnetworkreconfigurationbasedonimprovedfireworksalgorithm |