Control of the Bed Temperature of a Circulating Fluidized Bed Boiler by using Particle Swarm Optimization

被引：12
作者：
Aygun, Hilmi [1 ]
Demirel, Huseyin [1 ]
Cernat, Mihai [1 ]
机构：
[1] Karabuk Univ, Dept Elect & Elect Engn, TR-78050 Karabuk, Turkey
来源：
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING | 2012年 / 12卷 / 02期
关键词：
particle swarm optimization; bed temperature; fuzzy logic; boiler; PID CONTROLLER; FUZZY; ALGORITHMS; DESIGN;
D O I：
10.4316/AECE.2012.02005
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Circulating fluidized bed boilers are increasingly used in the power generation due to their higher combustion efficiency and lower pollutant emissions. Such boilers require an effective control of the bed temperature, because it influences the boiler combustion efficiency and the rate of harmful emissions. A Particle-Swarm-Optimization-Proportional-Integrative-Derivative (PSO-PID) controller for the bed temperature of a circulating fluidized bed boiler is presented. In order to prove the capability of the proposed controller, its performances are compared at different boiler loads with those of a Fuzzy Logic (FL) controller. The simulation results demonstrate some advantages of the proposed controller.
引用
收藏
页码：27 / 32
页数：6
相关论文
共 41 条
[1]  
AMBUEL J, 1993, T ASAE, V36, P1057, DOI 10.13031/2013.28434
[2]  
Amin SHM, 2006, 9 INT C CONTR AUT RO, P1, DOI DOI 10.1109/ICARCV.2006.345293
[3]  
Aygun H., 2011, THESIS KARABUK U KAR
[4]  
Aygun H., 2011, P 7 INT C EL EL ENG
[5]   PID controller design of nonlinear systems using an improved particle swarm optimization approach [J].
Chang, Wei-Der ;
Shih, Shun-Peng .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2010, 15 (11) :3632-3639
[6]  
Chen J., 2006, P 1 INT S SYST CONTR, P19
[7]  
Chen JF, 2006, ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2, P990
[8]  
Clerc M., 1999, P C EV COMP JUL 6 9
[9]  
Clerc M, 1999, P C EV COMP, DOI [10.1109/CEC.1999.785513, DOI 10.1109/CEC.1999.785513]
[10]  
Eberhart RC, 2001, IEEE C EVOL COMPUTAT, P81, DOI 10.1109/CEC.2001.934374
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