Application of multilayer perceptron with backpropagation algorithm and regression analysis for long-term forecast of electricity demand: A comparison

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Application of multilayer perceptron with backpropagation algorithm and regression analysis for long-term forecast of electricity demand: A comparison

Having an accurate forecast of future electricity usage is vital for utility companies to be able to provide adequate power supply to meet the demand. Two methods have been implemented to perform forecasting of electricity demand, namely, regression analysis (RA) and artificial neural networks (ANNs...

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Bibliographic Details
Main Authors:	Bong, David B L, Tan, J.Y.B., Lai, K.C.
Format:	Article
Language:	English
Published:	IEEE 2009
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://ir.unimas.my/id/eprint/16644/ http://ir.unimas.my/id/eprint/16644/1/Application%20of%20Multilayer%20Perceptron%20with%20Backpropagation%20Algorithm%20%28abstract%29.pdf

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