An improved quantum particle swarm optimization and its application in system identification

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 31, Issue 20, 2011, Pages 114-120

  Huang, Yu ^a   Han, Pu ^a   Liu, Changliang ^a   Li, Yongling ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Adaptive infinite impulse response (IIR) filter; Boiler of circulating fluidized bed; Distributed control system; Quantum particle swarm optimization; System identification

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; DISTRIBUTED PARAMETER CONTROL SYSTEMS; DISTRIBUTED PARAMETER NETWORKS; FLUIDIZATION; FLUIDIZED BED PROCESS; FLUIDIZED BEDS; IDENTIFICATION (CONTROL SYSTEMS); IIR FILTERS; IMPULSE RESPONSE;

CHAOTIC SEQUENCE; CIRCULATING FLUIDIZED BED; CONVERGENCE SPEED; DISTRIBUTED CONTROL SYSTEM; FUNCTION OPTIMIZATION; IDENTIFICATION ALGORITHMS; IMPROVED ALGORITHM; INFINITE IMPULSE RESPONSE; INFINITE IMPULSE RESPONSE FILTER; MUTATION ALGORITHMS; OBJECT MODEL; PREMATURE CONVERGENCE; QUANTUM PARTICLE SWARM OPTIMIZATION; SYSTEM IDENTIFICATIONS; TEST RESULTS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 79960990293     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Liu Changliang, Yu Xining, Yao Wanye, et al. Midel identification of power plant thermal process based on genetic algorithm[J]. Proceedings of the CSEE, 2003, 23(3):170-174(in Chinese).
2. Jiao Songming, Han Pu, Huang Yu, et al. Fuzzy quantum genetic algorithm and its application research in thermal process identification[J]. Proceedings of the CSEE, 2007, 27(5):87-92 (in Chinese).
3. Yu Xining, Cheng Fengzhang, Zhu Liling, et al. ANFIS modeling based on T-S model and its application for thermal process[J]. Proceedings of the CSEE, 2006, 26(15):78-82 (in Chinese).
4. Zhang Xiaotao, Ni Weidou, Li Zheng et al. Identifiability of building thermal system models using on-line data [J]. Tsinghua Univ: Sci & Tech, 2004, 44(11): 1544-1547(in Chinese).
5. Zhang Shihua, Ju Gang. A real-coded adaptive genetic algorithm and its application research in thermal process identification[J]. Proceedings of the CSEE, 2004, 24(2): 210-214(in Chinese).
6. Liu Hongbo, Li Shaoyuan, Chai Tianyou. Regime-decomposing-oriented modeling approach to nonlinear thermal processes and its application[J]. Control Theory & Applications, 2004, 21(5):785-790(in Chinese).
7. Dong Ze, Huang Yu, Han Pu. Thermal process identification with radial basis function network based on quantum genetic algorithm[J]. Control Theory & Applications, 2008, 28(17):99-104(in Chinese).
8. Zhu Hongxia, Shen Jiong, Li Yiguo. A novel dynamic clustering algorithm and its application in fuzzy modeling for thermal processes[J]. Control Theory & Applications, 2005, 25(7):34-40(in Chinese).
9. Shen Jianing, Sun Jun, Xu Wenbo. System identification based on QPSO algorithm[J]. Computer Engineering and Applications, 2009, 45(9):67-70 (in Chinese).
10. Zhang Zhisheng. Quantum-behaved particle swarm optimization algorithm for economic load dispatch of power system[J]. Expert Systems with Applications, 2010, 37(2):1800-1803.
11. Li Lixiang, Peng Haipeng, Wang Xiangdong, et al. PID parameter tuning based on chaotic ant swarm[J]. Chinese Journal of Scientific Instrument, 2006, 27(9):1104-1106 (in Chinese).
12. Zhu Haimei, Wu Yongping. A PSO algorithm with high speed convergence[J]. Control and Decision, 2010, 25(1): 20-24(in Chinese).
13. Li Shiyong, Li Panchi. Quantum particle swarms algorithm for continuous space optimization[J]. Chinese Journal of Quantum Electronics, 2007, 24(5):569-574(in Chinese).
14. Luitel B, Venayagamoorthy G. K. Quantum inspired PSO for the optimization of simultaneous recurrent neural networks as MIMO learning systems[J]. Neural Networks, 2010(23):583-586.
15. Wang Zijie, Huang Yu, Han Pu, et al. Active disturbance rejection control of steam temperature system for cycle fluidized bed boiler[J]. Journal of Chinese Society of Power Engineering, 2010, 30(1):31-35(in Chinese).
16. Liu B, Wang L, Jin Y H, et al. Improved particle swarm optimization combined with chaos[J]. Chaos Solitons & Fractals, 2005(25):1261-1271.
17. Wang Ling. Intelligent Optimization Algorithm and Its Application[M]. Beijing: Tsinghua University Press, 2001: 5(in Chinese).
18. Liu Fucai, Gao Xue, Wu Shichang. Model reference adaptive IIR recursive filters identification algorithm [J]. Computer Engineering and Design, 2008, 29(12): 3170-3172(in Chinese).
19. Luitel B, Venayagamoorthy G. K. Particle swarm optimization with quantum infusion for system identification[J]. Engineering Applications of Artificial Intelligence, 2010, 23(5): 635-649.
20. Zhao Weijie. Circulating Fluidized Bed Boiler Control System Design and Application[M]. Beijing: China Electric Power Press, 2009:58-59(in Chinese).