Title :
A fuzzy linear programming approach to the reactive power/voltage control problem
Author_Institution :
Inst. of Electr. Eng., Nat. Cheung Kung Univ., Tainan, Taiwan
fDate :
2/1/1992 12:00:00 AM
Abstract :
The integration of traditional and heuristic techniques is considered for the reactive power/voltage control program. The steady-state reactive power problem is addressed. Fuzzy sets are used to modify the linear programming (LP) approach to voltage control and to incorporate some heuristic concepts of the expert system approach. Multiple objectives and soft constraints are modeled using fuzzy sets. Piecewise linear convex membership functions for the fuzzy sets are defined. Under this definition, the fuzzy optimization problem is reformulated as a standard linear programming problem. The objective function represents the compromise among the original competing objectives and the soft constraints. In addition, discrete constraints are considered. Numerical examples demonstrate the approach
Keywords :
fuzzy set theory; linear programming; power control; power system control; reactive power; voltage control; discrete constraints; expert system; fuzzy linear programming; fuzzy optimization problem; fuzzy sets; heuristic techniques; piecewise linear convex membership functions; reactive power control; soft constraints; voltage control; Artificial intelligence; Expert systems; Fuzzy control; Fuzzy sets; Linear programming; Power engineering and energy; Power system modeling; Reactive power control; Steady-state; Voltage control;
Journal_Title :
Power Systems, IEEE Transactions on