Static voltage stability analysis using generalized regression neural network
The ability of power system to maintain steady voltage at all the buses after happening a disturbance from a given initial operation condition is defined the voltage stability in the system. The focus of this paper is on voltage stability monitoring using the generalized regression neural network by...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2013
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| Online Access: | http://psasir.upm.edu.my/id/eprint/68303/ http://psasir.upm.edu.my/id/eprint/68303/1/Static%20voltage%20stability%20analysis%20using%20generalized%20regression%20neural%20network.pdf |
| _version_ | 1848856088893456384 |
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| author | Mirzaei, Maryam Jasni, Jasronita Hizam, Hashim Abdul Wahab, Noor Izzri Moazami, Ehsan |
| author_facet | Mirzaei, Maryam Jasni, Jasronita Hizam, Hashim Abdul Wahab, Noor Izzri Moazami, Ehsan |
| author_sort | Mirzaei, Maryam |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The ability of power system to maintain steady voltage at all the buses after happening a disturbance from a given initial operation condition is defined the voltage stability in the system. The focus of this paper is on voltage stability monitoring using the generalized regression neural network by improving algorithm. In this paper, to identify load buses and certain operation condition, the static voltage stability method in power systems is presented. Based on load buses, the index of voltage stability is obtained from the voltage equation derived from a two bus network. The proposed methods are tested on the IEEE-14 bus test system. |
| first_indexed | 2025-11-15T11:36:06Z |
| format | Conference or Workshop Item |
| id | upm-68303 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:36:06Z |
| publishDate | 2013 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-683032019-05-10T08:30:38Z http://psasir.upm.edu.my/id/eprint/68303/ Static voltage stability analysis using generalized regression neural network Mirzaei, Maryam Jasni, Jasronita Hizam, Hashim Abdul Wahab, Noor Izzri Moazami, Ehsan The ability of power system to maintain steady voltage at all the buses after happening a disturbance from a given initial operation condition is defined the voltage stability in the system. The focus of this paper is on voltage stability monitoring using the generalized regression neural network by improving algorithm. In this paper, to identify load buses and certain operation condition, the static voltage stability method in power systems is presented. Based on load buses, the index of voltage stability is obtained from the voltage equation derived from a two bus network. The proposed methods are tested on the IEEE-14 bus test system. IEEE 2013 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/68303/1/Static%20voltage%20stability%20analysis%20using%20generalized%20regression%20neural%20network.pdf Mirzaei, Maryam and Jasni, Jasronita and Hizam, Hashim and Abdul Wahab, Noor Izzri and Moazami, Ehsan (2013) Static voltage stability analysis using generalized regression neural network. In: 2013 IEEE 7th International Power Engineering and Optimization Conference (PEOCO 2013), 3-4 June 2013, Langkawi, Kedah. (pp. 391-396). 10.1109/PEOCO.2013.6564579 |
| spellingShingle | Mirzaei, Maryam Jasni, Jasronita Hizam, Hashim Abdul Wahab, Noor Izzri Moazami, Ehsan Static voltage stability analysis using generalized regression neural network |
| title | Static voltage stability analysis using generalized regression neural network |
| title_full | Static voltage stability analysis using generalized regression neural network |
| title_fullStr | Static voltage stability analysis using generalized regression neural network |
| title_full_unstemmed | Static voltage stability analysis using generalized regression neural network |
| title_short | Static voltage stability analysis using generalized regression neural network |
| title_sort | static voltage stability analysis using generalized regression neural network |
| url | http://psasir.upm.edu.my/id/eprint/68303/ http://psasir.upm.edu.my/id/eprint/68303/ http://psasir.upm.edu.my/id/eprint/68303/1/Static%20voltage%20stability%20analysis%20using%20generalized%20regression%20neural%20network.pdf |