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

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 t...

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Bibliographic Details
Main Author: Bougaardt, G
Other Authors: Gaunt, C Trevor
Format: Dissertation
Language:English
Published: University of Cape Town 2014
Subjects:
Online Access:http://hdl.handle.net/11427/5250
Description
Summary: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.