Adaptive SDRE-based nonlinear sensorless speed control for PMSM drives

2007 39th North American Power Symposium, NAPS

Volumn , Issue , 2007, Pages 518-522

  Medagam, Peda V ^a,b   Yucelen, Tansel ^a,b   Pourboghrat, Farzad ^a,b  

^a IEEE

^b Southern Illinois University Carbondale   (United States)

Author keywords

Adaptive control; Extended Kalman filter (EKF); Permanent magnet synchronous motor (PMSM); Sensorless drive; State dependent Riccati equation (SDRE)

Indexed keywords

AC MOTORS; ADAPTIVE ALGORITHMS; ARTIFICIAL INTELLIGENCE; CELLULAR RADIO SYSTEMS; CHLORINE COMPOUNDS; CONTROL THEORY; DIFFERENTIAL EQUATIONS; DRIVES; EQUATIONS OF STATE; EXTENDED KALMAN FILTERS; MAGNETS; MOTORS; NEURAL NETWORKS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; PERMANENT MAGNETS; REAL TIME CONTROL; REAL TIME SYSTEMS; RICCATI EQUATIONS; SPEED; SYNCHRONOUS MOTORS;

ADAPTIVE APPROACH; ADAPTIVE CONTROL; ADAPTIVE NONLINEAR CONTROL; CONTROL TECHNIQUES; EXTENDED KALMAN FILTER (EKF); INITIAL CONDITIONS; LOAD TORQUE; MOTOR SPEEDS; PERMANENT MAGNET SYNCHRONOUS MOTOR (PMSM); PERMANENT MAGNET SYNCHRONOUS MOTOR DRIVES; PMSM DRIVES; PROOF OF CONCEPTS; REAL-TIME COMPUTATIONS; REAL-TIME CONTROLS; SENSOR LESS CONTROL; SENSORLESS DRIVE; SENSORLESS SPEED CONTROL; SPEED SENSORS; SPEED TRACKING CONTROL; STATE-DEPENDENT RICCATI EQUATION; STATE-DEPENDENT RICCATI EQUATION (SDRE); STATOR RESISTANCES; UNKNOWN PARAMETERS;

ADAPTIVE CONTROL SYSTEMS;

EID: 50249109569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NAPS.2007.4402359     Document Type: Conference Paper

References (18)

1. W.Leonhard "Control of Electrical Drives" Springer, International Edition, 2003.
2. M. A. Rahman, M. Vilathgamuwa, et al., "Nonlinear Control of Interior Permanent Magnet Synchronous Motor", IEEE Trans. on Industry Applications, Vol., No. 2, pp. 408416,2003.
3. I.C. Baik, K.H. Kim and M.J. Youn " Robust Nonlinear Speed Control of PM Synchronous Motor Using Boundary Layer Integral Sliding Mode Control Technique" IEEE Trans. on Control Sys. Tech, Vol. 8, No. 1, January 2000.
4. H. Ren, D. Liu " Nonlinear Feedback Control of Chaos in Permanent Magnet Synchronous Motor" IEEE Trans. on Circuits and Systems-II, Vol. 53, No. 1, January 2006.
5. J. Solsona, M. I. Valla, and C. Muravchik, "Nonlinear Control of a Permanent Magnet Synchronous Motor with Disturbance Torque Estimation" IEEE Trans. on Energy Conversion, Vol. 15, No. 2, June 2000
6. J. Shi, T.Liu, Y.C.Chang, "Optimal controller design of a sensorless PMSM control system" 31th IEEE IECON Annual Conference, 2005.
7. ∞ Control", IEEE Trans. on Automatic Control, Vol.37, No.6, pp.770-784, 1992.
8. H. T. Banks, B. M. Lewis, H. T. Tran, "Nonlinear Feedback Controllers and Compensators: A State-Dependent Riccati Equation Approach", J. Computational Optimization and Applications, Vol. 37, No. 2, pp.177-218, 2007.
9. P. K. Menon, T. Lam, L. S. Crawford, V. H. L. Cheng, "Real-Time Computational Methods for SDRE Nonlinear Control of Missiles", IEEE Proc. of American Control Conference, pp.232-237, 2002.
10. J. Imae, H. Sagami, T. Kobayashi, G. Zhai, "Nonlinear Control Design Method Based on State-Dependent Riccati Equation (SDRE) via Quasi-Newton Method", IEEE Proc. of Conf. on Decision and Control, pp.2740-2741, 2004.
11. J. Imae, K. Yoshimizu, T. Kobayashi, G. Zhai, "Algorithmic Control for Real-Time Optimization of Constrained Nonlinear Systems: Swing-up Problems of Inverted Pendulums", IEEE Proc. of Conf. on Control Applications, pp.535-540, 2005.
12. J. Wang, G. Wu, "A Multilayer Neural Network for Solving Continuous-Time Algebraic Riccati Equations", IEEE Trans. on Neural Networks, Vol. 11, pp.939-950, 1998.
13. C.-L. Lin, C.-C. Lai, T.-H. Huang, "A Neural Network for Linear Matrix Inequality Problems", IEEE Trans. on Neural Networks, Vol.11, No.5, pp.1078-1092, 2000.
14. G.zhu, A.Kaddouri, L.A. Dessaint and O. Akhrif, "A nonlinear state observer for the sensorless control of apermanent-magnet AC machine" IEEE Trans on Industrial electronics, Vol 48, Dec. 2001
15. J. Sheok Kim and S. Ki Sul "New approach for high-performance PMSM drives without rotationalposition sensors" IEEE Trans on Power electronics, Vol 12, Sep 1997
16. J.Yang, J. Zhao, C. Qin and J. Cui "Model reference adaptive sensorless control for surface permanent magnet synchronous machine under severe starting conditions" The 4th International Power Electronics and Motion Control Conference, 2004.
17. ∞ optimal control strategy based on nonminimal state space realization", accepted to ASME IMECE'07, International Mechanical Engineering Congress and Exposition, Nov. 2007.
18. T. Yucelen, P.V. Medagam, F. Pourboghrat, "Nonlinear quadratic optimal control for cascaded multilevel static compensators", submitted to NAPS'07, North American Power Symposium, Sep.-Oct. 2007.