Title :
A fuzzy knowledge-based system for bus load forecasting
Author :
Lambert-Torres, G. ; Silva, L. E Borges da ; Valiquette, B. ; Greiss, H. ; Mukhedkar, D.
Author_Institution :
Escola Federal de Engenharia de Itajuba, Brazil
Abstract :
The authors describe an alternative approach to short-term load forecasting. The approach merges traditional mathematical techniques and fuzzy concepts in a knowledge base. The rules of this knowledge base are devised using the historical data of the bus and are represented by fuzzy conditional statements. An example using real data from an actual power system is presented
Keywords :
fuzzy logic; knowledge based systems; load forecasting; power system analysis computing; bus load forecasting; fuzzy IF-THEN rules; fuzzy conditional statements; fuzzy knowledge-based system; power system; short-term load forecasting; Economic forecasting; Fuel economy; Fuzzy systems; Knowledge based systems; Load forecasting; Power generation economics; Power system economics; Power system planning; Power systems; Temperature;
Conference_Titel :
Fuzzy Systems, 1992., IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0236-2
DOI :
10.1109/FUZZY.1992.258650