Forecasting electricity demand in South Africa using artificial intelligence

D.Phil. (Electrical and Electronic Engineering) === This thesis introduces a novel artificial intelligence technique called extreme learning machines (ELM) and structural causal models (SCM) for forecasting electricity consumption using time series and causality approaches. Time series data is used...

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Bibliographic Details
Main Author: Marwala, Lufuno Ronald
Published: 2015
Online Access:http://hdl.handle.net/10210/14626