Multi-Context-Recurrent Neural Network for Load Forecasting

T. Rashid and T. Kechadi (Ireland)


Artificial neural networks, Recurrent neural networks.Multicontextrecurrent neural networks, Shortterm loadforecasting,


A recurrent neural network is studied in this paper. A multicontextrecurrent neural network is defined and trained with back propagation, and is then applied to the shortterm energy load forecasting task. The idea is to pre dict a daily maximum load for an arbitrary month ahead. A multicontextrecurrent neural network model was sim ulated and trained with different training sets to predict the daily maximum load. A multi-context-recurrent neural net work is compared with the simple recurrent neural network, and the results are compared and discussed.

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