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Integrated adaptive protection and control for controllable series compensated transmission systems using neural networks
Y H Song; Q Y Xuan; A T Johns; R K Agganval
1996-05
Conference NameSixth International Conference on AC and DC Power Transmission
Source PublicationSixth International Conference on AC and DC Power Transmission
Pages335-339
Conference Date29 April-3 May 1996
Conference PlaceLondon, UK
Abstract

This paper proposes a novel integrated adaptive protection and control scheme by using neural networks for controllable series compensated (CSC) EHV transmission systems. The emphasis is placed on the feature extraction, the selection of appropriate neural netwalrk architectures and their training. The adaptive protection scheme is tested under the influences of various factors, such as different fault type, fault position, fault resistance, fault inception angle, source capacity and load angle. All the test results demonstrate the proposed protection scheme has higher speed, reliability and sensitivity compared with convectional approaches when used for series compensated EHV transmission systems. By identifying the characteristic features of the faulted voltage waveforms, a neural network based adaptive autoreclosure scheme is then developed. The outcome of the study indicates that the neural network can be used as effective strategy for the development of adaptive protection and control schemes for controllable series compensated transmission systems.

KeywordControllable Series Compensated System Protection Autoreclosure Neural Networks
DOI10.1049/cp:19960380
Language英語English
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Document TypeConference paper
CollectionUniversity of Macau
AffiliationSchool of Electronic and Electrical Engineering University of Bath, UK
Recommended Citation
GB/T 7714
Y H Song,Q Y Xuan,A T Johns,et al. Integrated adaptive protection and control for controllable series compensated transmission systems using neural networks[C],1996:335-339.
APA Y H Song,Q Y Xuan,A T Johns,&R K Agganval.(1996).Integrated adaptive protection and control for controllable series compensated transmission systems using neural networks.Sixth International Conference on AC and DC Power Transmission,335-339.
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