Residential College | false |
Status | 已發表Published |
Investigation of a dynamic neural network approach and its application of multivariate optimization to electrical apparatus | |
Cao,Yun Dong; Liu,Xiao Ming; Liu,Dong; Wang,Er Zhi | |
2006-04-16 | |
Source Publication | Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering |
ISSN | 02588013 |
Volume | 26Issue:8Pages:112-116 |
Abstract | Artificial neural network (ANN) is introduced to optimize the electric apparatus, and a novel dynamic artificial neural network (DANN) has been proposed. Based on the application of the nonlinear approaching ability and high efficiency of the ANN, the strategies of the approaching ability, searching space, sample collection and computation precision have been investigated. The validity and the feasibility of the proposed DANN have been verified by optimizing a nonlinear surge testing function and the disc insulator of a 500 kV GIS. Moreover, a novel optimizing method with higher efficiency for complex structure and multivariable cases has been provided. |
Keyword | Artificial neural network Disc insulator Electric apparatus optimization Electric field |
URL | View the original |
Language | 英語English |
Fulltext Access | |
Document Type | Journal article |
Collection | Personal research not belonging to the institution |
Affiliation | Shenyang University of Technology,,China |
Recommended Citation GB/T 7714 | Cao,Yun Dong,Liu,Xiao Ming,Liu,Dong,et al. Investigation of a dynamic neural network approach and its application of multivariate optimization to electrical apparatus[J]. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering,2006,26(8):112-116. |
APA | Cao,Yun Dong,Liu,Xiao Ming,Liu,Dong,&Wang,Er Zhi.(2006).Investigation of a dynamic neural network approach and its application of multivariate optimization to electrical apparatus.Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering,26(8),112-116. |
MLA | Cao,Yun Dong,et al."Investigation of a dynamic neural network approach and its application of multivariate optimization to electrical apparatus".Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering 26.8(2006):112-116. |
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