Title :
Fuzzy techniques for load forecasting
Author :
Lambert-Torres, Germano
Author_Institution :
Escola Federal de Engenharia de Itajuba, Brazil
Abstract :
An alternative approach to compute the load forecasting value using a computational package using fuzzy techniques is shown. The major advantage of this system is its speed, accuracy and flexibility to find the forecasted value. The model utilizes fuzzy techniques to produce a data model for short-term load forecasting studies. The engineer responsible for this activity can also introduce his/her experience before the final forecasting. A user-friendly interface has been developed to provide a man-machine interface. To build this interface, many suggestions from the operators have been incorporated. This paper also details this interface with all characteristics and features. This software has run for more than two years at CEMIG Brazilian State Power Industry. The impressions of the user are also presented
Keywords :
fuzzy set theory; load forecasting; power system analysis computing; user interfaces; CEMIG Brazilian State Power Industry; computational package; fuzzy techniques; load forecasting; man-machine interface; short-term load forecasting; user-friendly interface; Control systems; Data models; Economic forecasting; Fuel economy; Load forecasting; Power generation; Power generation economics; Power system economics; Power systems; Process control;
Conference_Titel :
Power Engineering Society Summer Meeting, 2000. IEEE
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-6420-1
DOI :
10.1109/PESS.2000.867594