Title :
Fuzzy control of a universal battery charger
Author :
Bandara, G.E.M.D.C. ; Ivanov, Ratcho M. ; Gishin, Stoyan
Author_Institution :
Dept. of Electron. Eng., Tech. Univ., Sofia, Bulgaria
Abstract :
Fuzzy control of a Universal Battery Charger is investigated. Effective control of the charging process is complex, due to the exponential relationship between the charging current and the charging time. Classical control algorithms such as PID, PI etc. are difficult to implement in this event, due to nonlinear current-time relationships of rechargeable batteries. Initial peak charging current is estimated depending on the coefficient of discharge of the battery. An intelligent microcontroller based system is developed to sense the charging current and the present charge, after which a fast fuzzy inference mechanism defines the next level of the charging current. Delay time of the switching of the main supply is calculated after the fuzzy inference, and the power switch is switched accordingly. Experimental results and expert knowledge are used for tuning of the membership functions and the rule base of the fuzzy controller
Keywords :
battery chargers; fuzzy control; inference mechanisms; intelligent control; microcontrollers; power system control; secondary cells; uncertainty handling; charging current; charging process; charging time; delay time; expert knowledge; fast fuzzy inference mechanism; fuzzy control; fuzzy controller; initial peak charging current; intelligent microcontroller based system; membership functions; nonlinear current-time relationships; power switch; rechargeable batteries; rule base; universal battery charger; Batteries; Chemical processes; Equivalent circuits; Fuzzy control; Fuzzy logic; Inference mechanisms; Intelligent systems; Microcontrollers; Three-term control; Voltage;
Conference_Titel :
Fuzzy Information Processing Society, 1999. NAFIPS. 18th International Conference of the North American
Conference_Location :
New York, NY
Print_ISBN :
0-7803-5211-4
DOI :
10.1109/NAFIPS.1999.781813