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

页码：27 / 32

页数：6

共 41 条

[21] Electromagnetism-like Mechanism Particle Swarm Optimization and Application in Thermal Process Model Identification [J].

Liu, Changliang ;

Sun, Xiaojiao .

2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, :2966-2970

[22]

Lixia B., 2003, J N CHINA ELECT POWE, V30, P53

[23] Determination of the PID Controller Parameters by Modified Binary Particle Swarm Optimization Algorithm [J].

Ma, Chengxi ;

Qian, Lin ;

Wang, Ling ;

Menhas, Muhammad Ilyas ;

Fei, Minrui .

2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, :2689-+

[24] EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER [J].

MAMDANI, EH ;

ASSILIAN, S .

INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01) :1-13

[25] APPLICATION OF FUZZY ALGORITHMS FOR CONTROL OF SIMPLE DYNAMIC PLANT [J].

MAMDANI, EH .

PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1974, 121 (12) :1585-1588

[26] Multi-Objective PSO- and NPSO-based Algorithms for Robot Path Planning [J].

Masehian, Ellips ;

Sedighizadeh, Davoud .

ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2010, 10 (04) :69-76

[27]

Mehrabian A. R., 2006, 3 INT IEEE C INT SYS, P350

[28]

Ou C, 2006, IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, P2471

[29]

PILLAY N, 2007, AFRICON, P1, DOI DOI 10.1109/AFRCON.2007.4401521

[30]

Shi Y., 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406), P1945, DOI 10.1109/CEC.1999.785511

← 1 2 3 4 5 →