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Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering

Islanding strategy is a self-healing method applying to power systems as the final step to prevent wide area blackouts. To suggest an effective islanding method, several parameters should be considered. Without those considerations, there is high possibility that generated islands will not be stable...

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Main Authors: Azadian, Farshad, Mohd Radzi, Mohd Amran, Abdul Wahab, Noor Izzri
Format: Conference or Workshop Item
Language:English
Published: IEEE 2013
Online Access:http://psasir.upm.edu.my/id/eprint/69327/1/Controlled%20islanding%20strategy%20for%20power%20systems%20based%20on%20flexible%20semi-supervised%20spectral%20clustering.pdf
http://psasir.upm.edu.my/id/eprint/69327/
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spelling my.upm.eprints.693272019-07-02T07:59:07Z http://psasir.upm.edu.my/id/eprint/69327/ Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering Azadian, Farshad Mohd Radzi, Mohd Amran Abdul Wahab, Noor Izzri Islanding strategy is a self-healing method applying to power systems as the final step to prevent wide area blackouts. To suggest an effective islanding method, several parameters should be considered. Without those considerations, there is high possibility that generated islands will not be stable enough and will collapse soon. In this paper, a new method based on flexible semi-supervised spectral clustering is proposed to handle multiple constraints in order to guarantee the stability of generated islands. This method is also capable of handling and tackling various satisfaction degree of each constraint. Hence, the best solutions are achieved with respect to each defined constraint and its level of importance. The efficiency of this method for power systems is shown by applying it on the IEEE 39-buses network. IEEE 2013 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/69327/1/Controlled%20islanding%20strategy%20for%20power%20systems%20based%20on%20flexible%20semi-supervised%20spectral%20clustering.pdf Azadian, Farshad and Mohd Radzi, Mohd Amran and Abdul Wahab, Noor Izzri (2013) Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering. In: 2013 IEEE Student Conference on Research and Development (SCOReD), 16-17 Dec. 2013, Putrajaya, Malaysia. (pp. 454-458). 10.1109/SCOReD.2013.7002630
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Islanding strategy is a self-healing method applying to power systems as the final step to prevent wide area blackouts. To suggest an effective islanding method, several parameters should be considered. Without those considerations, there is high possibility that generated islands will not be stable enough and will collapse soon. In this paper, a new method based on flexible semi-supervised spectral clustering is proposed to handle multiple constraints in order to guarantee the stability of generated islands. This method is also capable of handling and tackling various satisfaction degree of each constraint. Hence, the best solutions are achieved with respect to each defined constraint and its level of importance. The efficiency of this method for power systems is shown by applying it on the IEEE 39-buses network.
format Conference or Workshop Item
author Azadian, Farshad
Mohd Radzi, Mohd Amran
Abdul Wahab, Noor Izzri
spellingShingle Azadian, Farshad
Mohd Radzi, Mohd Amran
Abdul Wahab, Noor Izzri
Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
author_facet Azadian, Farshad
Mohd Radzi, Mohd Amran
Abdul Wahab, Noor Izzri
author_sort Azadian, Farshad
title Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
title_short Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
title_full Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
title_fullStr Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
title_full_unstemmed Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
title_sort controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
publisher IEEE
publishDate 2013
url http://psasir.upm.edu.my/id/eprint/69327/1/Controlled%20islanding%20strategy%20for%20power%20systems%20based%20on%20flexible%20semi-supervised%20spectral%20clustering.pdf
http://psasir.upm.edu.my/id/eprint/69327/
_version_ 1643839460604903424
score 13.211869

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