Title :
Real-Time Implementation of a Fuzzy Logic Controller for Switch-Mode Power-Stage DC–DC Converters
Author :
Ofoli, Abdul R. ; Rubaai, Ahmed
Author_Institution :
Dept. of Electr. & Comput. Eng., Howard Univ., Washington, DC
Abstract :
This paper presents a successful implementation of a fuzzy logic controller structure for switch-mode power-stage dc-dc converters and evaluates experimentally its sensitivity for variable supply voltages and load resistance variations. The optimum topology of the controller structure is determined using experimental tests. An advanced test-bed system is used to evaluate the robustness capacities of the controller under varying loading conditions and input voltage variations. The experiment is performed using a low-cost microcontroller PIC16F877 to verify the design performance over a wide range of operating conditions. The controller shows very interesting tracking features and is able to cope with load changes and input voltage variations. The proposed controller structure is general and can be directly applied to any dc-dc converter topologies. The fuzzy controller structure is compared experimentally with the existing proportional-integral control used in industry. It yields a better dynamic performance without overshoot
Keywords :
DC-DC power convertors; fuzzy control; microcontrollers; robust control; switched mode power supplies; PIC16F877; advanced test-bed systems; fuzzy logic control; load resistance variations; low-cost microcontroller; optimum topology; proportional-integral control; switch-mode power-stage DC-DC converters; variable supply voltage; Control systems; DC-DC power converters; Fuzzy logic; Microcontrollers; Pi control; Robust control; Switching converters; System testing; Topology; Voltage control; DC–DC converter; fuzzy logic controller; real-time implementation; scaling factor;
Journal_Title :
Industry Applications, IEEE Transactions on
DOI :
10.1109/TIA.2006.882669