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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 PublicationZhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
ISSN02588013
Volume26Issue:8Pages:112-116
AbstractArtificial 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.
KeywordArtificial neural network Disc insulator Electric apparatus optimization Electric field
URLView the original
Language英语
Fulltext Access
Document TypeJournal article
CollectionPersonal research not belonging to the institution
AffiliationShenyang 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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