Fuzzy chaos neural network modeling of permanent magnet synchronous motor

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

Volumn 27, Issue 3, 2007, Pages 7-11

  Zhang, Jian Min ^a   Wang, Ke Jun ^a  

^a HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Chaos; Chaos neural network; Fuzzy; Fuzzy chaos neural network; Fuzzy chaos neural network modeling; Neural network; Permanent magnet synchronous motors

Indexed keywords

CHAOTIC SYSTEMS; COMPUTER SIMULATION; FUZZY SYSTEMS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PERMANENT MAGNETS;

CHAOTIC FEATURES; FUZZY CHAOS NEURAL NETWORK; MATHEMATIC FUNCTION; PERMANENT MAGNET SYNCHRONOUS MOTORS (PMSM); TRAJECTORY CURVES;

SYNCHRONOUS MOTORS;

EID: 34147211348     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Zhang Bo, Li Zhong, Mao Zongyuan, et al. Chaotic model of permanent magnet synchronous motors and its fuzzy modeling[J]. Control Theory and Applications, 2002, 19(6): 841-844 (in Chinese).
2. Zhang Zhuo, Li Zhong, Ren Ping. Chaotic phenomena in permanent-magnet synchronous motors[J]. Fuzzy Systems and Mathematics, 2001, 15(2): 103-106 (in Chinese).
3. Wu Zhongqiang. Optimal fuzzy guaranteed cost control for nonlinear system and its application in permanent-magnet synchronous motor chaos system[J]. Proceedings of the CSEE, 2003, 23(9): 152-157 (in Chinese).
4. Mainieri M S, R Erichsen Jr. Retrieval and chaos in extremely diluted non-monotonic neural networks[J]. Physical A, 2002, 31(1): 581-589.
5. Masaya Ohta. Chaotic neural networks with reinforced self-feedbacks and it supplication to N-Queen problem[J]. Mathematics and Computer in Simulation, 2002, 59(4): 305-317.
6. Yao Jiangang, Chen Liang, Dai Xijun, et al. Academic research of load modeling with chaotic neural network[J]. Proceedings of the CSEE, 2002, 22(3): 99-102 (in Chinese).
7. Nie Yiwen, Shi Weifeng, Huang Jian, et al. Research on simulation and modeling of chaotic neural networks[J]. Electro Optic Technology Application, 2005, 20(2): 50-52 (in Chinese).
8. Wang H O, Tanaka K, Ikeda T. Fuzzy modeling and control of chaotic systems[J]. IEEE Symp. Circuits Syst., Atlanta GA, 1996, 43(1): 209-212.
9. Zhang Bo, Li Zhong, Mao Zongyuan, et al. the chaotic model and holf bifurcation of type of permanent-magnet synchronous motor[J]. Proceedings of the CSEE, 2001, 21(9): 13-17 (in Chinese).
10. Zhang Bo. Li zhong, Mao Zongyuan, et al. A primary study on an erratic behavior and chaotic phenomena of electric machine drive systems[J]. Proceedings of the CSEE, 2001, 21(7): 40-45 (in Chinese).
11. Zhang Bo, Li Zhong, Mao Zongyuan, et al. Analyzing chaotic phenomenon in permanent-magnet synchronous motors with lyapunov exponent and capacity dimension[J]. Control Theory and Applications, 2001, 18(4): 589-592 (in Chinese).
12. Zhang Z B, Mao Z Y. Analysis of the chaotic phenomena in permanent magnet synchronous motors based on Poincare map[C]. The 3rd World Congress on Intelligence Control and Intelligent Automation, Hefei, 2000.
13. Zhang Bo, Li Zhong, Mao Zongyuan, et al. Using time-series to reconstruct the chaotic attractors of the permanent magnet synchronous motors[J]. Control and decision, 2001, 16(2): 254-256 (in Chinese).
14. Li Jie, Ren Haipeng. Partial decoupling control of chaos in permanent magnet synchronous motor[J]. Control Theory and Applications, 2005, 22(4): 637-640 (in Chinese).
15. Zhang Bo, Li Zhong, Mao Zongyuan. Entrainment and migration control of permanent magnet synchronous motor system[J]. Control Theory and Applications 2002, 19(1): 53-56 (in Chinese).
16. Ren haipeng, Liu Ding, Li Jie. Delay feedback control of chaos in permanent magnet synchronous motor[J]. Proceedings of the CSEE, 2003, 23(6): 175-178 (in Chinese).
17. Wai RongJong. Total sliding-mode controller for PM synchronous servo motor drive using recurrent fuzzy neural network[J]. IEEE Transactions on Industrials, 2001, 48(5): 926-944.
18. Ma Guojin, Qi Donglian, Zhao Guangzhou. Control of permanent magnet synchronous motor chaotic phenomena based on passive network theory[J]. Journal of Circuits and Systems, 2004, 9(5): 91-94 (in Chinese).
19. Zhang Zhixing. Neuro-fuzzy and soft computing[M]. USA: Prentice-Hall, 2000.