|
|
|
| Nonlinear Parameters Identification of PMSM |
| Wu Maolin, Huang Shenghua |
| Huazhong University of Science and Technology Wuhan 430074 China |
|
|
|
|
Abstract This paper improves the model of PMSM with cross-magnetization and saturation. The genetic algorithm is applied to determinate nonlinear model parameters of PMSM. The simulation method to solve this problem based on genetic algorithm is worked out, a simple load test is set up to gain data with load, The results show that the algorithm can optimize parameters of motor system effectively and robustly.
|
|
Received: 20 June 2008
Published: 17 February 2014
|
|
|
|
|
|
[1] 唐任远. 现代永磁电机理论与设计[M]. 北京: 机械工业出版社, 2002.
[2] Moreau S, Kahoul R, Louits J. Parameters estimation of permanent magnet synchronous machine without adding extra-signal as input excitation[J]. IEEE Trans. on Industry Applications, 2004, 36(4): 371-376.
[3] Khwaja M, Silva H. Identification of machine parameters of a synchronous motor[J]. IEEE Trans. on Industry Applications, 2005, 41(2): 557-565.
[4] Babak N, Farid M, Francois M. Back EMF estimation-based sensorless control of PMSM: robustness with respect to measurement errors and inverter irregularities[J]. IEEE Trans. on Industry Applications, 2007, 43(2): 485-494.
[5] 任雷, 崔芮华, 等. 永磁同步电机绕组电感的饱和效应[J]. 电工技术学报, 2000, 15(1): 21-25.
[6] Stumberger B, Stumberger G, Hamler A. Evaluation of saturation and cross-magnetization effects in interior permanent-magnet synchronous motor[J]. IEEE Transactions on Industry Applications, 2003, 39(5): 1264-1271.
[7] 焦竹青, 屈百达. 基于遗传算法的永磁同步电机调速系统PID参数优化[J]. 电机控制与应用, 2007, 34(7): 34-37.
[8] Abdelhad B, Kaiyu W, Leon M. Identification of induction machine parameters using a new adaptive genetic algorithm[J]. Electric Power Components and Systems, 2004, 32: 767-784.
[9] Rahimpour E, Bellini A, Cava L. Parameter identification of deep-bar induction motors using genetic algorithm[J]. Electrical Engineering, 2007, 89: 547-552.
[10] Dupuis A, Ghribi M, Kaddouri A. Multiobjective genetic estimation of DC motor parameters and load torque[C]. IEEE International Conference on Industrial Technology (ICiT), 2004: 1511-1514.
[11] Lankarany M, Rezazade A.Parameter estimation optimizization based on gentic algorithm[J]. IEEE Trans. on Industry Applications, 2006, 36(6): 365-370. |
|
|
|
2009, Vol. 24 
