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An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting
Bibliography: leaves 105-108.
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| Main Author: | |
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| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
Department of Electrical Engineering
2014
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| _version_ | 1867613149548511233 |
|---|---|
| access_status_str | Open Access |
| author | Bougaardt, G |
| author2 | Gaunt, C Trevor |
| author_browse | Bougaardt, G Gaunt, C Trevor |
| author_facet | Gaunt, C Trevor Bougaardt, G |
| author_sort | Bougaardt, G |
| collection | Thesis |
| description | Bibliography: leaves 105-108. |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/5250 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:31:31.816Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2014 |
| publishDateRange | 2014 |
| publishDateSort | 2014 |
| publisher | Department of Electrical Engineering |
| publisherStr | Department of Electrical Engineering |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/5250 An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting Bougaardt, G Gaunt, C Trevor Electrical and Electronic Engineering Bibliography: leaves 105-108. This thesis investigates the problem of electric long-tenn load forecasting based on weather conditions (specifically temperature) and also investigates load forecasting by segmenting customers according to their pattern of use using clustering techniques in order to produce an effective long-tenn load forecast. 2014-07-31T11:00:18Z 2014-07-31T11:00:18Z 2002 Master Thesis Masters MSc http://hdl.handle.net/11427/5250 eng application/pdf Department of Electrical Engineering Faculty of Engineering and the Built Environment University of Cape Town |
| spellingShingle | Electrical and Electronic Engineering Bougaardt, G An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting |
| thesis_degree_str | Master's |
| title | An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting |
| title_full | An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting |
| title_fullStr | An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting |
| title_full_unstemmed | An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting |
| title_short | An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting |
| title_sort | investigation into the application of artificial neural networks and cluster analysis in long term load forecasting |
| topic | Electrical and Electronic Engineering |
| url | http://hdl.handle.net/11427/5250 |
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