Short circuit power based fault location algorithm in distribution networks
This paper presents a novel accurate fault location technique for the radial unbalanced distribution systems, based on measurement of the Short Circuit Power (S/C.P) peak values at the substation. To evaluate the gathered dataset, a Multi-Layer Feed Forward Neural Network (ML-FFNN) with the tuned pa...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2014
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| Online Access: | http://psasir.upm.edu.my/id/eprint/38812/ http://psasir.upm.edu.my/id/eprint/38812/1/Short%20circuit%20power%20based%20fault%20location%20algorithm%20in%20distribution%20networks.pdf |
| _version_ | 1848848977021108224 |
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| author | Farzan, Payam Izadi, Mahdi Gomes, Chandima Ab Kadir, Mohd Zainal Abidin Hesamian, Mohammad Hesam Mohd Radzi, Mohd Amran |
| author_facet | Farzan, Payam Izadi, Mahdi Gomes, Chandima Ab Kadir, Mohd Zainal Abidin Hesamian, Mohammad Hesam Mohd Radzi, Mohd Amran |
| author_sort | Farzan, Payam |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper presents a novel accurate fault location technique for the radial unbalanced distribution systems, based on measurement of the Short Circuit Power (S/C.P) peak values at the substation. To evaluate the gathered dataset, a Multi-Layer Feed Forward Neural Network (ML-FFNN) with the tuned parameters is designed and the locations of faults are estimated in low, medium and far distances from the source. The estimated distances are compared with the real fault locations to show the accuracy of estimations. The proposed method can work with the small scale datasets and it is capable of being implemented in distribution systems with several laterals. |
| first_indexed | 2025-11-15T09:43:04Z |
| format | Conference or Workshop Item |
| id | upm-38812 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T09:43:04Z |
| publishDate | 2014 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-388122019-11-20T02:24:49Z http://psasir.upm.edu.my/id/eprint/38812/ Short circuit power based fault location algorithm in distribution networks Farzan, Payam Izadi, Mahdi Gomes, Chandima Ab Kadir, Mohd Zainal Abidin Hesamian, Mohammad Hesam Mohd Radzi, Mohd Amran This paper presents a novel accurate fault location technique for the radial unbalanced distribution systems, based on measurement of the Short Circuit Power (S/C.P) peak values at the substation. To evaluate the gathered dataset, a Multi-Layer Feed Forward Neural Network (ML-FFNN) with the tuned parameters is designed and the locations of faults are estimated in low, medium and far distances from the source. The estimated distances are compared with the real fault locations to show the accuracy of estimations. The proposed method can work with the small scale datasets and it is capable of being implemented in distribution systems with several laterals. IEEE 2014 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/38812/1/Short%20circuit%20power%20based%20fault%20location%20algorithm%20in%20distribution%20networks.pdf Farzan, Payam and Izadi, Mahdi and Gomes, Chandima and Ab Kadir, Mohd Zainal Abidin and Hesamian, Mohammad Hesam and Mohd Radzi, Mohd Amran (2014) Short circuit power based fault location algorithm in distribution networks. In: 2014 IEEE 8th International Power Engineering and Optimization Conference (PEOCO2014), 24-25 Mar. 2014, Langkawi, Kedah, Malaysia. (pp. 105-109). 10.1109/PEOCO.2014.6814408 |
| spellingShingle | Farzan, Payam Izadi, Mahdi Gomes, Chandima Ab Kadir, Mohd Zainal Abidin Hesamian, Mohammad Hesam Mohd Radzi, Mohd Amran Short circuit power based fault location algorithm in distribution networks |
| title | Short circuit power based fault location algorithm in distribution networks |
| title_full | Short circuit power based fault location algorithm in distribution networks |
| title_fullStr | Short circuit power based fault location algorithm in distribution networks |
| title_full_unstemmed | Short circuit power based fault location algorithm in distribution networks |
| title_short | Short circuit power based fault location algorithm in distribution networks |
| title_sort | short circuit power based fault location algorithm in distribution networks |
| url | http://psasir.upm.edu.my/id/eprint/38812/ http://psasir.upm.edu.my/id/eprint/38812/ http://psasir.upm.edu.my/id/eprint/38812/1/Short%20circuit%20power%20based%20fault%20location%20algorithm%20in%20distribution%20networks.pdf |