Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants
A major operational challenge that exists Photovoltaic systems is the vaialbility of their output power, which is mainly caused by the movements of clouds. In this thesis, using only one PV sensor and wavelet transform method, several approaches, such as GEP and ANFIS techniques, are proposed to imp...
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| Format: | Thesis |
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Curtin University
2020
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| Online Access: | http://hdl.handle.net/20.500.11937/84106 |
| _version_ | 1848764618227318784 |
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| author | Al-Hilfi, Hasanain A. H. |
| author_facet | Al-Hilfi, Hasanain A. H. |
| author_sort | Al-Hilfi, Hasanain A. H. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | A major operational challenge that exists Photovoltaic systems is the vaialbility of their output power, which is mainly caused by the movements of clouds. In this thesis, using only one PV sensor and wavelet transform method, several approaches, such as GEP and ANFIS techniques, are proposed to improve the estimation accuracy of the overall generated power by the group of neighbouring small-scale rooftop PV systems. |
| first_indexed | 2025-11-14T11:22:13Z |
| format | Thesis |
| id | curtin-20.500.11937-84106 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:22:13Z |
| publishDate | 2020 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-841062021-06-21T01:31:46Z Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants Al-Hilfi, Hasanain A. H. A major operational challenge that exists Photovoltaic systems is the vaialbility of their output power, which is mainly caused by the movements of clouds. In this thesis, using only one PV sensor and wavelet transform method, several approaches, such as GEP and ANFIS techniques, are proposed to improve the estimation accuracy of the overall generated power by the group of neighbouring small-scale rooftop PV systems. 2020 Thesis http://hdl.handle.net/20.500.11937/84106 Curtin University fulltext |
| spellingShingle | Al-Hilfi, Hasanain A. H. Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants |
| title | Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants |
| title_full | Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants |
| title_fullStr | Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants |
| title_full_unstemmed | Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants |
| title_short | Short-Term Prediction of the Output Power of a Group of Neighbouring PV Plants |
| title_sort | short-term prediction of the output power of a group of neighbouring pv plants |
| url | http://hdl.handle.net/20.500.11937/84106 |