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ANN Based Adaptive Relaying Scheme for Protection of Active Distribution Networks


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1 Power Research & Development Consultants Pvt. Ltd., #5, 11th Cross, 2nd Stage, West of Chord Road, Bangalore – 560086, India
     

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This paper presents a new adaptive relaying scheme for the protection of active distribution networks, i.e. protection of distribution networks connected with distributed generation/dispersed generation (DG). The traditionally radial distribution systems may no longer be radial in the presence of DGs, which can hinder the existing co-ordination between the protective relays. This paper addresses the relay co-ordination issues encountered due to the presence of DGs in the network and explores the application of Artificial Neural Networks (ANNs) as a solution for the protection of active distribution networks. The proposed method, based on ANN, shows that the issues regarding relay co-ordination can be overcome and only the faulted section can be isolated precisely.

Keywords

Artificial Neural Networks, Distributed Generation and Power System Protection
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  • ANN Based Adaptive Relaying Scheme for Protection of Active Distribution Networks

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Authors

Raghavendra G.
Power Research & Development Consultants Pvt. Ltd., #5, 11th Cross, 2nd Stage, West of Chord Road, Bangalore – 560086, India
Nagaraja R.
Power Research & Development Consultants Pvt. Ltd., #5, 11th Cross, 2nd Stage, West of Chord Road, Bangalore – 560086, India
Khincha H. P.
Power Research & Development Consultants Pvt. Ltd., #5, 11th Cross, 2nd Stage, West of Chord Road, Bangalore – 560086, India

Abstract


This paper presents a new adaptive relaying scheme for the protection of active distribution networks, i.e. protection of distribution networks connected with distributed generation/dispersed generation (DG). The traditionally radial distribution systems may no longer be radial in the presence of DGs, which can hinder the existing co-ordination between the protective relays. This paper addresses the relay co-ordination issues encountered due to the presence of DGs in the network and explores the application of Artificial Neural Networks (ANNs) as a solution for the protection of active distribution networks. The proposed method, based on ANN, shows that the issues regarding relay co-ordination can be overcome and only the faulted section can be isolated precisely.

Keywords


Artificial Neural Networks, Distributed Generation and Power System Protection



DOI: https://doi.org/10.33686/prj.v9i1.189591