Title :
Power system load forecasting with ann and fuzzy logic control
Author :
Ping-Yan Wang ; Guang-Sheng Wang
Author_Institution :
Electr. Power Res. Inst., Beijing, China
Abstract :
Power system load forecasting is an important subject both in power system planning as well as in online power system operation. The authors show that for both long term forecasting for planning and short term forecasting for online power system operation, simpler speedy and robust forecasting software is very useful. For this purpose, an artificial neural network plus fuzzy logic is shown to be very appealing.<>
Keywords :
fuzzy logic; load forecasting; neural nets; power system analysis computing; power system planning; artificial neural network; computer simulation; fuzzy logic; long term; online power system operation; power system load forecasting; power system planning; robust; short term; software; Control systems; Cost function; Fuzzy logic; Load forecasting; Meeting planning; Power system control; Power system modeling; Power system planning; Power systems; Weather forecasting;
Conference_Titel :
TENCON '93. Proceedings. Computer, Communication, Control and Power Engineering.1993 IEEE Region 10 Conference on
Conference_Location :
Beijing, China
Print_ISBN :
0-7803-1233-3
DOI :
10.1109/TENCON.1993.320657
