Nonlinear modeling of switched reluctance motor based on combination of neural network and genetic algorithm

ICEMS 2005: Proceedings of the Eighth International Conference on Electrical Machines and Systems

Volumn 1, Issue , 2005, Pages 572-574

  Wang, Xilian ^a   Zhang, Yihuang ^a   Liu, Huijuan ^a   Huang, Hui ^a  

^a BEIJING JIAOTONG UNIVERSITY   (China)

Author keywords

Genetic algorithm; Model; Neural network; SRM

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; ELECTROMAGNETISM; GENETIC ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS;

GLOBAL OPTIMAL SOLUTION; NONLINEAR ELECTROMAGNETISM; NONLINEAR MODELING;

ELECTRIC MOTORS;

EID: 33846968516     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Lawrenson P J, "Variable-speed reluctance motors," IEE Proc.,vol. 127, no. 4, pp. 253-256, 1980
2. Stephenson J M, Corda J, "Computation of torque and current in doubly salient reluctance motors form nonlinear manetisation data," IEE Proc., vol. 126, no. 5, pp. 393-396, 1979
3. Torrey D A, Lang J H, "Modelling a nonlinear variable reluctance motor drive," IEE Proc., vol. 13, no. 5, pp. 314-326, 1990
4. Giuseppe S Buja, Marea I V ALLA, "Control Characteristics the SRM Drives - Part I: Operation in the Linear Region," IEEE transactions on Industrial Electronics,vol. 38, pp. 313-321, 1994
5. Giuseppe S Buja, Marea I V ALLA, "Control Characteristics the SRM Drives - Part I: Operation in the Saturat Region," IEEE transactions on Industrial Electronics, vol. 41, pp. 316-325, 1994
6. Arkadan A A, Kielgas B W, "SRM drive systems dynamic performance prediction and experimental verification," IEEE Trans on Energy Conversion, vol. 9, no. 1, pp. 36-43, 1994
7. Tong Huai, Fu Guangjie, Huang Shenghua Zhan Qionghua., "Equivalent Magnetic circuit analysis model of the steady state characteristics part I mathematics model," Proceedings of the CSEE, vol. 18, no. 2, pp. 106-110, 1998
8. Tong Huai, Fu Guang-jie, Huang Sheng-hua Zhan Qiong-hua., "Equivalent Magnetic circuit analysis model of the steady state characteristics part II system dynamic performance prediction," Proceedings of the CSEE, vol. 18, no. 3, pp. 204-207, 1998
9. Chang Guo-qiang, Zhan Qiong-hua, "A direct model of SRD by coupled field circuit," Proceedings of the CSEE, vol. 21, no. 3, pp. 70-73, 2001
10. Elmas C, " Modelling a Nonlinear Variable Reluctance Motor Drive Based on Artificial Neural Networks," Power Electronics and Variable-speed Drives Conference Publication, IEE, no. 399, pp. 7-12, 1994
11. Sahoo N C, Panda S K, "A fuzzy logic based current modulator for torque ripple minimization in switched reluctance motors," Electric Machines and Power Systems, vol.27, pp. 181-194, 1999
12. ZHENG Hong-tao, CAI Ji-ling, JIANG Jing-ping, "Nonlinear modelling of switched reluctance motor based on variable structure fuzzy-neural net works," Journal of electrotechnics, vol. 16, no. 6, pp. 1-6, 2001
13. LI Da-peng, WANG Shou-chen, "The fuzzy neural net works model of switched reluctance drivers," Proceedings of the CSEE, vol. 20, no. 1, pp. 11-14, 2000
14. JI Liang-wen, JIANG Jing-ping, HE Feng, "Modelling of switched reluctance motors based on radial basis Function neural net works," Journal of electrotechnics, vol. 16, no. 4, pp.7-11, 2001