Next day peak load forecasting using a multilayer neural network with an additional learning
Yasuo Morioka, K. Sakurai, Akihiko Yokoyama, Yukiko Sekine · 2002
A multilayer neural network with additional learning is applied to next day peak load forecasting. First, the performance of the neural network is studied by using time series data of a sinusoidal curve added on top of an increasing time function. The authors discuss what kind of additional learning method is effective when new time series data are obtained every day. Based on the above results, simulations of the next day peak load forecasting by the neural network are conducted using actual load data.>