Title :
Fuzzy logic in voltage and reactive power control in regulated and deregulated environments
Author :
Ekel, P.Ya. ; Terra, L.D.B. ; Junges, M.F.D. ; de Oliveira, F.J.A. ; Melek, A. ; Taguti, T.Y.
Author_Institution :
Pontifical Catholic Univ. of Minas Gerais, Belo Horizonte, Brazil
Abstract :
This paper presents results of research aimed at improving the efficiency of coordinated on-line control of voltage and reactive power on the basis of developing models, methods, and a control system integrating traditional numerical methods with fuzzy logic technology. An approach based on experimental design is applied to construct diverse types of sensitivity indices, which serve for evaluating efficiency of control actions and, therefore, for constructing fuzzy production rules included in the knowledge base. The rules considered in the paper are applicable for voltage and reactive power control in regulated and deregulated environments. Questions of constructing linguistic variables and tuning a fuzzy model are discussed. Some aspects of rational carrying out of fuzzy logic procedures are considered
Keywords :
fuzzy control; fuzzy set theory; power system control; reactive power; reactive power control; sensitivity analysis; voltage control; coordinated on-line control; deregulated environments; efficiency evaluation; fuzzy logic technology; fuzzy model tuning; fuzzy production rules; fuzzy set theory; knowledge base; linguistic variables construction; reactive power control; regulated environments; sensitivity indices; voltage control; Control system synthesis; Expert systems; Fuzzy control; Fuzzy logic; Fuzzy set theory; Paper technology; Power system modeling; Production; Reactive power control; Voltage control;
Conference_Titel :
Transmission and Distribution Conference and Exposition, 2001 IEEE/PES
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-7285-9
DOI :
10.1109/TDC.2001.971213