张保航,谷海青,高强.基于FNN的校园电能短期预测算法研究[J].电测与仪表,2012,49(1):36-40. ZHANG Bao-hang , GU Hai-qing , GAO Qiang.Short-term Load Forecasting of the Campus Based on the FNN[J].Electrical Measurement & Instrumentation,2012,49(1):36-40.
基于FNN的校园电能短期预测算法研究
Short-term Load Forecasting of the Campus Based on the FNN
In order to obtain a forecasting model which can reflect the load fluctuation of campus,the paper combined FNN model and fuzzy controller with the weather condition and the type of power supply dates and so on as the input of the forecasting net.It trained the net parameter with the passed load and combined the fuzzy theory to make the forecasting error and the rate of change of error as the fuzzy controller input to modify the forecasting result.The method improved the efficiency and accuracy of short-term load forecasting of campus compared with Bp network to make a foundation for campus energy saving.