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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2009
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| Subjects: | |
| 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 |