Title :
TS-fuzzy-controlled active power filter for load compensation
Author :
Bhende, C.N. ; Mishra, S. ; Jain, S.K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi, India
fDate :
7/1/2006 12:00:00 AM
Abstract :
This paper describes the application of Takagi-Sugeno (TS)-type fuzzy logic controller to a three-phase shunt active power filter for the power-quality improvement and reactive power compensation required by a nonlinear load. The advantage of fuzzy logic control is that it does not require a mathematical model of the system. The application of the Mamdani-type fuzzy logic controller to a three-phase shunt active power filter was investigated earlier but it has the limitation of a larger number of fuzzy sets and rules. Therefore, it needs to optimize a large number of coefficients, which increases the complexity of the controller. On the other hand, TS fuzzy controllers are quite general in that they use arbitrary input fuzzy sets, any type of fuzzy logic, and the general defuzzifier. Moreover, the TS fuzzy controller could be designed by using a lower number of rules and classes. Further, in this paper, the hysteresis current control mode of operation is implemented for pulsewidth-modulation switching signal generation. Computer simulation results show that the dynamic behavior of the TS fuzzy controller is better than the conventional proportional-integral (PI) controller and is found to be more robust to changes in load and other system parameters compared to the conventional PI controller.
Keywords :
PI control; active filters; electric current control; fuzzy control; fuzzy logic; fuzzy set theory; power filters; power supply quality; pulse width modulation; robust control; Mamdani-type fuzzy logic controller; PI controller; TS-fuzzy-controlled active power filter; Takagi-Sugeno-type fuzzy logic controller; computer simulation; fuzzy sets; hysteresis current control mode; load compensation; mathematical model; power quality improvement; proportional-integral controller; pulse width modulation switching signal generation; robust control; three-phase shunt active power filter; Active filters; Fuzzy control; Fuzzy logic; Fuzzy sets; Load management; Pi control; Power quality; Proportional control; Reactive power control; Takagi-Sugeno model; Dynamic behavior of the controller; Takagi–Sugeno (TS) fuzzy logic controller; power quality improvement; shunt active power filter;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2005.860263