Fuzzy Neural Network Models for Electrical Load Forecasting
The following illustrates some initial research activity conducted by the authors in the field of electrical load forecasting based on Artificial Neural Networks (ANN). This paper outlines the use of two neural network architectures: multi-layer feedforward and generalized regression neural networks. The best model bad its performance improved by adding fuzzy logic to create a Fuzzy Neural Network (FNN).
J. Mepokee et al., "Fuzzy Neural Network Models for Electrical Load Forecasting," Intelligent Systems Through Artificial Neural Networks Smart Engineering Systems Design; Neural Networks, Fuzzy Logic, Evolutionary Programming Data Mining Complex Systems and Artificial Life, American Society of Mechanical Engineers (ASME), Jan 2004.
Engineering Management and Systems Engineering
Keywords and Phrases
Artifical Neural Networks (ANN); Electrical Load Forecasting; Fuzzy Neural Network (FNN); Multilayer Feedforward
Article - Conference proceedings
© 2004 American Society of Mechanical Engineers (ASME), All rights reserved.