UM  > Personal research not belonging to the institution
Residential Collegefalse
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 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英語English
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.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Cao,Yun Dong]'s Articles
[Liu,Xiao Ming]'s Articles
[Liu,Dong]'s Articles
Baidu academic
Similar articles in Baidu academic
[Cao,Yun Dong]'s Articles
[Liu,Xiao Ming]'s Articles
[Liu,Dong]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Cao,Yun Dong]'s Articles
[Liu,Xiao Ming]'s Articles
[Liu,Dong]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.