Title :
To design optimized fuzzy and digital PID controllers for a single phase power factor preregulator-genetic algorithm approach
Author :
Qin, Yu ; Du, Shanshan
Author_Institution :
Controlled Power Co., Troy, MI, USA
Abstract :
The optimized fuzzy logic and digital PID controllers for a single-phase power factor correction (PFC) converter used in an online uninterruptible power supply (UPS) are proposed in this paper. Parameters such as input membership functions, output membership functions, inference rules of fuzzy logic controller and proportional gain, integral gain and derivative gain of digital PID controller are selected and optimized by genetic algorithms; hence the tedious and time consuming parameters tuning process normally associated with fuzzy logic and digital PID controllers design is eliminated. The selection and optimization criteria are based on time domain specifications such as response time, percent of overshoot etc. for a step reference. The simulation shows excellent results in terms of response time and output overshoot for a step reference. This design approach provides an attractive alternative method to select and optimize the parameters of fuzzy logic and digital PID controllers when they are used to control a single-phase PFC converter. It can also be easily extended to applications for switching regulator control loop design
Keywords :
control system analysis; control system synthesis; fuzzy control; genetic algorithms; optimal control; power convertors; power factor correction; three-term control; uninterruptible power supplies; voltage control; control simulation; derivative gain; digital PID control design; digital PID controller; inference rules; input membership functions; integral gain; optimal fuzzy control design; optimization criteria; output membership functions; power factor correction converter; proportional gain; selection criteria; single-phase power factor preregulator; uninterruptible power supply; Delay; Design optimization; Digital control; Fuzzy control; Fuzzy logic; PD control; Pi control; Proportional control; Three-term control; Uninterruptible power systems;
Conference_Titel :
Industry Applications Conference, 1997. Thirty-Second IAS Annual Meeting, IAS '97., Conference Record of the 1997 IEEE
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-4067-1
DOI :
10.1109/IAS.1997.628952