DocumentCode :
560839
Title :
Comparison of PSO-PID, FLC and PID in a circulating fluidized bed boiler
Author :
Aygun, Hilmi ; Demirel, Huseyin
Author_Institution :
Dept. of Electr. & Electron. Eng., Karabuk Univ., Karabuk, Turkey
fYear :
2011
fDate :
1-4 Dec. 2011
Abstract :
Bed temperature is one of the most important parameters in a circulating fluidized bed boiler. Because combustion efficiency increases with rising of bed temperature and also harmful emissions are affected by bed temperature. Classical PID controller can´t give fast response to instant changes in boiler. So modern control methods must be used for bed temperature control of circulating fluidized bed boiler. In this study PSO-PID (Particle Swarm Optimization based PID), FLC which are modern controllers, and classical PID controller are used for controlling bed temperature of a circulating fluidized bed boiler and they are compared. Simulation results show that settling time in PSO-PID controller is lower than the other controllers. PSO-PID decreases overshoot like FLC but in classical PID controller overshoots are the biggest. In FLC there are no overshoot. So if overshoot isn´t wanted, a FLC must be used and if short settling time is wanted, a PSO-PID controller must be used.
Keywords :
boilers; fluidised beds; fuzzy control; particle swarm optimisation; temperature control; three-term control; PSO-PID controller; bed temperature control; circulating fluidized bed boiler; fuzzy logic control; particle swarm optimization; proportional-integral derivative control; Boilers; Equations; Mathematical model; Niobium; Particle swarm optimization; Temperature;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Electronics Engineering (ELECO), 2011 7th International Conference on
Conference_Location :
Bursa
Print_ISBN :
978-1-4673-0160-2
Type :
conf
Filename :
6140196
Link To Document :
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