Robust fuzzy neural network sliding mode control scheme for IPMSM drives

International Journal of Electronics

Volumn 101, Issue 7, 2014, Pages 919-938

  Leu, V Q ^a   Mwasilu, F ^a   Choi, H H ^a   Lee, J ^b   Jung, J W ^a  

^a Dongguk University   (South Korea)

^b Hanyang University   (South Korea)

Author keywords

fuzzy neural network (FNN)

Indexed keywords

DRIVES; PERMANENT MAGNETS; SLIDING MODE CONTROL; SYNCHRONOUS MOTORS;

CONSTANT TORQUE REGIONS; GRADIENT DESCENT METHOD; INTERIOR PERMANENT MAGNET SYNCHRONOUS MOTOR DRIVES; LEARNING CAPABILITIES; LYAPUNOV STABILITY THEOREM; MAXIMUM TORQUE PER AMPERE (MTPA); ROBUST FUZZY NEURAL NETWORK; SYSTEM UNCERTAINTIES;

FUZZY NEURAL NETWORKS;

EID: 84900819546     PISSN: 00207217     EISSN: 13623060     Source Type: Journal    
DOI: 10.1080/00207217.2013.805359     Document Type: Article

References (16)

1. Baik, I. C., Kim, K. H., & Youn, M. J. (2000). Robust nonlinear speed control of PM synchronous motor using boundary layer integral sliding mode control technique. IEEE Transactions on Control Systems Technology, 8, 47-54.
2. Choi, H. H., Vu, N. T. T., & Jung, J. W. (2011). Digital implementation of an adaptive speed regulator for a PMSM. IEEE Transactions on Power Electronics, 26, 3-8.
3. El-Sousy, F. F. M. (2011). Robust wavelet-neural-network sliding-mode control system for permanent magnet synchronous motor drive. IET Electric Power Applications, 5, 113-132.
4. Leu, V. Q., Choi, H. H., & Jung, J. W. (2012). Fuzzy sliding mode speed controller for PM synchronous motors with a load torque observer. IEEE Transactions on Power Electronics, 27, 1530-1539.
5. Lin, F. J., Hwang, W. J., & Wai, R. J. (1999). A supervisory fuzzy neural network control system for tracking periodic inputs. IEEE Transactions on Fuzzy Systems, 7, 41-52.
6. Lin, F. J., & Wai, R. J. (2001). Hybrid control using recurrent fuzzy neural network for linear induction motor servo drive. IEEE Transactions on Fuzzy Systems, 1, 102-115.
7. Lin, F. J., Shyu, K. K., & Wai, R. J. (2001). Recurrent fuzzy neural network sliding mode controlled motor-toggle servomechanism. IEEE Transactions on Industrial Electronics, 6, 453-466.
8. Rahman, M. A., Vilathgamuwa, D. M., Uddin, M. N., & Tseng K. J. (2003). Nonlinear control of interior permanent-magnet synchronous motor. IEEE Transactions on Industry Applications, 39, 408-416.
9. Solsona, J., Valla, M. I., & Muravchik, C. (2000). Nonlinear control of a permanent magnet synchronous motor with disturbance torque estimation. IEEE Transactions on Energy Conversion, 15, 163-168.
10. Uddin, M. N., & Rebeiro, R. S. (2011). Online efficiency optimization of a fuzzy-logic-controllerbased IPMSM drive. IEEE Transactions on Industry Applications, 47, 1043-1050.
11. Uddin, M. N., & Rahman, M. A. (2007). High-speed control of IPMSM drives using improved fuzzy logic algorithms. IEEE Transactions on Industrial Electronics, 54, 190-199.
12. Uddin, M. N., & Chy, M. M. I. (2008). Online parameter-estimation- based speed control of PM AC motor drive in flux-weakening region. IEEE Transactions on Industry Applications, 44, 1486-1494.
13. Uddin, M. N., Abido, M. A., & Rahman, M. A. (2004). Development and implementation of a hybrid intelligent controller for interior permanent motor dives. IEEE Transactions on Industry Applications, 40, 68-76.
14. Wai, R. J. (2001). Total sliding mode controller for PM synchronous servo motor drive using recurrent fuzzy neural network. IEEE Transactions on Industrial Electronics, 48, 926-944.
15. Xu, Z., & Rahman, M. F. (2007). Direct torque and flux regulation of an IPM synchronous motor drive using variable structure control approach. IEEE Transactions on Power Electronics, 22, 2487-2498.
16. Zhu, G., Dessaint, L. A., Akhrif, O., & Kaddouri, A. (2000). Speed tracking control of a permanentmagnet synchronous motor with state and load torque observer. IEEE Transactions on Industrial Electronics, 47, 346-355.