Title :
An Improved Fuzzy Inference System for Voltage/VAR Control
Author :
Miranda, Vladimiro ; Moreira, André ; Pereira, Jorge
Author_Institution :
Inst. de Engenharia de Sistemas e Computadores do Porto, Porto, Portugal
Abstract :
This paper describes the concept of a voltage/VAR controller based on an interaction of fuzzy Mamdani controllers, with the main objective of keeping voltages at all busbars inside an admissible band while avoiding line flows to exceed admissible limits. Estimation of sensitivities via fuzzy clustering of load profiles is proposed. A complex rule base interacts with a Newton-Raphson power flow routine in iterative steps until a terminating criterion is met, following a basic min-max approach. Tests to the method reveal it as one order of magnitude faster than a competing simulated annealing routine.
Keywords :
Newton-Raphson method; fuzzy control; iterative methods; load flow; reactive power control; voltage control; Newton-Raphson power flow routine; VAR control; annealing routine; busbars; fuzzy Mamdani controller; fuzzy inference system; iterative steps; min-max approach; voltage control; Control systems; Fuzzy control; Fuzzy systems; Induction generators; Power generation; Reactive power; Reactive power control; Testing; Voltage control; Wind energy generation; Fuzzy inference systems; voltage/VAR control;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2007.907373