An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting

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dc.contributor.advisorGaunt, C Trevoren_ZA
dc.contributor.authorBougaardt, Gen_ZA
dc.date.accessioned2014-07-31T11:00:18Z
dc.date.available2014-07-31T11:00:18Z
dc.date.issued2002en_ZA
dc.descriptionBibliography: leaves 105-108.
dc.description.abstractThis 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.en_ZA
dc.identifier.apacitationBougaardt, G. (2002). <i>An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting</i>. (Thesis). University of Cape Town ,Faculty of Engineering & the Built Environment ,Department of Electrical Engineering. Retrieved from http://hdl.handle.net/11427/5250en_ZA
dc.identifier.chicagocitationBougaardt, G. <i>"An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting."</i> Thesis., University of Cape Town ,Faculty of Engineering & the Built Environment ,Department of Electrical Engineering, 2002. http://hdl.handle.net/11427/5250en_ZA
dc.identifier.citationBougaardt, G. 2002. An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting. University of Cape Town.en_ZA
dc.identifier.ris TY - Thesis / Dissertation AU - Bougaardt, G AB - 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. DA - 2002 DB - OpenUCT DP - University of Cape Town LK - https://open.uct.ac.za PB - University of Cape Town PY - 2002 T1 - An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting TI - An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting UR - http://hdl.handle.net/11427/5250 ER - en_ZA
dc.identifier.urihttp://hdl.handle.net/11427/5250
dc.identifier.vancouvercitationBougaardt G. An investigation into the application of artificial neural networks and cluster analysis in long-term load forecasting. [Thesis]. University of Cape Town ,Faculty of Engineering & the Built Environment ,Department of Electrical Engineering, 2002 [cited yyyy month dd]. Available from: http://hdl.handle.net/11427/5250en_ZA
dc.language.isoengen_ZA
dc.publisher.departmentDepartment of Electrical Engineeringen_ZA
dc.publisher.facultyFaculty of Engineering and the Built Environment
dc.publisher.institutionUniversity of Cape Town
dc.subject.otherElectrical and Electronic Engineeringen_ZA
dc.titleAn investigation into the application of artificial neural networks and cluster analysis in long-term load forecastingen_ZA
dc.typeMaster Thesis
dc.type.qualificationlevelMasters
dc.type.qualificationnameMScen_ZA
uct.type.filetypeText
uct.type.filetypeImage
uct.type.publicationResearchen_ZA
uct.type.resourceThesisen_ZA
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