On the fault location algorithm for distribution networks in presence of DG
Connecting distributed generation (DG) units to the distribute networks impose several impacts on it which have not been considered in conventional fault location algorithms. This paper presents an accurate fault location technique for unbalanced radial distribution networks based on evaluating meas...
| 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/38900/1/On%20the%20fault%20location%20algorithm%20for%20distribution%20networks%20in%20presence%20of%20DG.pdf |
| _version_ | 1825949309308239872 |
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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 |
| collection | UPM |
| description | Connecting distributed generation (DG) units to the distribute networks impose several impacts on it which have not been considered in conventional fault location algorithms. This paper presents an accurate fault location technique for unbalanced radial distribution networks based on evaluating measured values of short Circuit Current (S/C.C) at the source bus with a designed Multi-Layer Feed Forwarded Neural Network (ML-FFNN). The estimated locations of different fault types are compared with the actual distances and Average Difference Percentage (ADP) is calculated for each fault type. The designed neural network is able to work with small scale datasets. Hence the proposed method can be implemented in the real distribution networks. |
| first_indexed | 2024-03-06T08:42:35Z |
| format | Conference or Workshop Item |
| id | upm.eprints-38900 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T08:42:35Z |
| publishDate | 2014 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-389002019-11-21T08:09:06Z http://psasir.upm.edu.my/id/eprint/38900/ On the fault location algorithm for distribution networks in presence of DG Farzan, Payam Izadi, Mahdi Gomes, Chandima Ab Kadir, Mohd Zainal Abidin Hesamian, Mohammad Hesam Mohd Radzi, Mohd Amran Connecting distributed generation (DG) units to the distribute networks impose several impacts on it which have not been considered in conventional fault location algorithms. This paper presents an accurate fault location technique for unbalanced radial distribution networks based on evaluating measured values of short Circuit Current (S/C.C) at the source bus with a designed Multi-Layer Feed Forwarded Neural Network (ML-FFNN). The estimated locations of different fault types are compared with the actual distances and Average Difference Percentage (ADP) is calculated for each fault type. The designed neural network is able to work with small scale datasets. Hence the proposed method can be implemented in the real distribution networks. IEEE 2014 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/38900/1/On%20the%20fault%20location%20algorithm%20for%20distribution%20networks%20in%20presence%20of%20DG.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) On the fault location algorithm for distribution networks in presence of DG. In: 2014 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), 20-23 May 2014, Berjaya Times Square Hotel, Kuala Lumpur, Malaysia. (pp. 652-656). 10.1109/ISGT-Asia.2014.6873869 |
| spellingShingle | Farzan, Payam Izadi, Mahdi Gomes, Chandima Ab Kadir, Mohd Zainal Abidin Hesamian, Mohammad Hesam Mohd Radzi, Mohd Amran On the fault location algorithm for distribution networks in presence of DG |
| title | On the fault location algorithm for distribution networks in presence of DG |
| title_full | On the fault location algorithm for distribution networks in presence of DG |
| title_fullStr | On the fault location algorithm for distribution networks in presence of DG |
| title_full_unstemmed | On the fault location algorithm for distribution networks in presence of DG |
| title_short | On the fault location algorithm for distribution networks in presence of DG |
| title_sort | on the fault location algorithm for distribution networks in presence of dg |
| url | http://psasir.upm.edu.my/id/eprint/38900/1/On%20the%20fault%20location%20algorithm%20for%20distribution%20networks%20in%20presence%20of%20DG.pdf |
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