Please wait a minute...
Frontiers in Energy

ISSN 2095-1701

ISSN 2095-1698(Online)

CN 11-6017/TK

Postal Subscription Code 80-972

2018 Impact Factor: 1.701

Front Energ    2012, Vol. 6 Issue (3) : 247-254    https://doi.org/10.1007/s11708-012-0190-1
RESEARCH ARTICLE
Sensorless direct torque control for salient-pole PMSM based on extended Kalman filter fed by AC/DC/AC converter
F. BENCHABANE1, A. TITAOUINE1(), O. BENNIS2, K. YAHIA3, D. TAIBI1, A. GUETTAF3
1. MSE Laboratory, Department of Electrical Engineering, University of Biskra, BP 145, Biskra, Algeria; 2. PRISME Institut, University of Orléans, 28000 Chartres, France; 3. GEB Laboratory, Department of Electrical Engineering, University of Biskra, BP 145, Biskra, Algeria
 Download: PDF(284 KB)   HTML
 Export: BibTeX | EndNote | Reference Manager | ProCite | RefWorks
Abstract

In this paper, a new sensorless interior permanent magnet synchronous motor (IPMSM) drives method with extended Kalman filter (EKF) for speed, rotor position and load torque estimation is proposed. The direct torque control (DTC) technique for permanent magnet synchronous motor (PMSM) is receiving increasing attention due to the important advantages of the low dependence on motor parameters when compared with other motor control techniques. The Kalman filter is an observer for linear and non-linear systems and is based on the stochastic intromission, in others words, noise. The PMSM is fed by an indirect power electronic converter which is controlled by a sliding mode technique. The simulation tests performed for different operating conditions have confirmed the robustness of the overall system; and it is shown that the sliding mode technique has successfully minimized the different harmonics introduced by the line converter.

Keywords direct torque control (DTC)      sensorless control      extended Kalman filter (EKF)      permanent magnet synchronous motor (PMSM)      boost-rectifier     
Corresponding Author(s): TITAOUINE A.,Email:titaouin@yahoo.fr   
Issue Date: 05 September 2012
 Cite this article:   
F. BENCHABANE,A. TITAOUINE,O. BENNIS, et al. Sensorless direct torque control for salient-pole PMSM based on extended Kalman filter fed by AC/DC/AC converter[J]. Front Energ, 2012, 6(3): 247-254.
 URL:  
https://academic.hep.com.cn/fie/EN/10.1007/s11708-012-0190-1
https://academic.hep.com.cn/fie/EN/Y2012/V6/I3/247
Fig.1  Model of PMSM in - axis
Fig.2  Rectifier configuration
Fig.3  DC voltage control model with sliding mode controller
Fig.4  System diagram of a typical DTC PMSM drive system
Fig.5  Voltage vectors for DTC
KфKcS1S2S3S4S5S6
11V2V2V4V5V6V1
0V7V0V7V0V7V0
1-V6V1V2V3V4V5
01V3V4V5V6V1V2
0V0V7V0V7V0V7
1-V5V6V1V2V3V4
Tab.1  Switching table presented by Takahashi and Noguchi
Fig.6  S-function representation of the EKF
Fig.7  System of a typical DTC PMSM drive with an EKF
Fig.8  Simulation results of the rectifier output voltage
Fig.9  Speed observation errors
Fig.10  Position observation errors
Fig.11  Observed and real load torque
Fig.12  Elctromagnic torque
Fig.13  Estimated stator flux
Fig.14  Trajectory of the estimated stator flux components
Fig.15  Evolution of flux α, β
1 Morimoto S, Kawamoto K, Sanada M, Takeda Y. Sensorless control strategy for salient-pole PMSM based on extended EMF in rotating reference frame. IEEE Transactions on Industry Applications , 2002, 38(4): 1054-1061
doi: 10.1109/TIA.2002.800777
2 Johnson J P, Ehsani M, Guzelgunler Y. Review of sensorless methods for burushless DC. In: Conference Record of the 1999 IEEE Thirty-Fourth IAS Annual Meeting. Phoenix, USA , 1999, 143-150
3 Chen Z, Tomita M, Ichikawa S, Doki S, Okuma S. Sensorless control of interior permanent magnet synchronous motor by estimation of an extended electromotive force. In: Conference Record of the 2000 IEEE Industry Applications Conference. Rome, Italy , 2000, 1814-1819
4 Merzoug M S, Benalla H, Naceri H. Speed estimation using extended filter Kalman for the direct torque controlled permanent magnet synchronous motor (PMSM). In: 2009 Second International Conference on Computer and Electrical Engineering. Dubai , 2009, 71-84
5 Vyncke T J, Boel R K, Melkebeek J A. Direct torque control of permanent magnet synchronous motors—An overview. In: 3rd IEEE Benelux Young Researchers Symposium in Electrical Power Engineering. Ghent, Belgium , 2006, 1-5
6 Zheng Z, Fadel M, Li Y. High performance PMSM sensorless control with load torque observation. In: The International Conference on Computer as a Tool. EUROCON, Warsaw , 2007, 1851-1855
7 Benchabane F, Titaouine A, Bennis O, Yahia K, Taibi D. Sensorless control strategy for permanent magnet synchronous motor fed by AC/DC/AC converter. In: IEEE International Conference on Electrical Machines. Rome , 2010, 1-6
8 Lu Y S, Wang X W. Sliding-mode repetitive learning control with integral sliding-mode perturbation compensation. ISA Transactions , 2009, 48(2): 156-165
doi: 10.1016/j.isatra.2008.10.013 pmid:19084226
9 He Y Y, Jiang W. A new variable structure controller for direct torque controlled interior permanent magnet synchronous motor drive. In: Proceedings of the IEEE International Conference on Automation and Logistics. Jinan, China , 2007, 2349-2354
10 Cernat M, Comnac V, Cotorogea M, Korondi P, Ryvkin S, Cernat R M. Sliding mode control of interior permanent magnet synchronous motors. In: VII IEEE International Power Electronics Congress. Acapulco, Mexico , 2000, 48-53
11 Benchouia M T, Zouzou S E, Golea A, Ghamri A. Modeling and simulation of variable speed system with adaptive fuzzy controller application to PMSM. In: IEEE International Conference on Industrial Technology ICIT. Hammamet, Tunisia , 2004, 683-687
12 Titaouine A, Benchabane F, Bennis O, Yahia K, Taibi D. Application of Ac/Dc/Ac converter for sensorless nonlinear control of permanent magnet synchronous motor. In: IEEE Internatinal Conference on Systems, Man and Cybernetics. Istanbul, Turkey , 2010, 2282-2287
13 Hadri-Hamida A, Allag A, Hammoudi M Y, Mimoune S M, Zerouali S, Ayad M Y, Becherif M, Miliani E, Miraoui A. A nonlinear adaptive backstepping approach applied to a three phase PWM AC-DC converter feeding induction heating. Communications in Nonlinear Science and Numerical Simulation , 2009, 14(4): 1515-1525
doi: 10.1016/j.cnsns.2008.02.005
14 Benchabane F, Titaouine A, Bennis O, Yahia K, Taibi D. Systematic fuzzy sliding mode approach combined with extended Kalman filter for permanent magnet synchronous motor control. In: IEEE Internatinal Conference on Systems, Man and Cybernetics. Istanbul, Turkey , 2010, 2169-2174
15 Jezemik K. VSS control of unity power factor. IEEE Transactions on Industrial Electronics , 1999, 46(2): 325-332
doi: 10.1109/41.753771
16 Andreescu G D, Popa A, Spilca A. Two sliding mode based observers for sensorless control of PMSM drives. Electric Power Components and Systems , 2002, 30(2): 121-133
doi: 10.1080/153250002753427815
17 Depenbrock M. Direct self-control (DSC) of inverter-fed induction machine. IEEE Transactions on Power Electronics , 1988, 3(4): 420-429
doi: 10.1109/63.17963
18 Takahashi I, Mochikawa H. A new control of PWM inverter waveform for minimum loss operation of an induction motor drive. IEEE Transactions on Industry Applications , 1985, IA-21(3): 580-587
doi: 10.1109/TIA.1985.349713
19 Tang L, Zhong L, Rahman M F, Hu Y. A novel direct torque control for interior permanent magnet synchronous machine drive system with low ripple in torque and flux—a speed sensorless approach. In: Proceedings of the 37th IEEE IAS’02 Industry Applications Society Annual Meeting. Pittsburgh, USA , 2002, 104-111
20 Rahman M F, Zhong L, Haque E, Rahman M A. A direct torque-controlled interior permanent-magnet synchronous motor drive without a speed sensor. IEEE Transactions on Energy Conversion , 2003, 18(1): 17-22
doi: 10.1109/TEC.2002.805200
21 Janiszewski D. Extended Kalman Filter based speed sensorless PMSM control with load reconstruction. In: The 23nd Annual Conference of the IEEE Industrial Electronics Society. Paris, France , 2006, 1465-1468
22 Ahmed M S S, Zhang P, Wu Y J. Modified sliding mode controller with extended Kalman filter for stochastic systems. In: IEEE International Conference on Control and Automation. Guangzhou, China , 2007, 630-635
23 Titaouine A, Moussi A. Sensorless nonlinear control of permanent magnet synchronous motor using the extended kalman filter. Asian Journal of Information Technology , 2006, 5(12): 1416-1422
24 Sayeef S, Rahman M F. Comparison of proportional+ integral control and variable structure control of interior permanent magnet synchronous motor drives. In: 38th IEEE Power Electronics Specialists Conference. Orlando, USA , 2007, 1645-1650
25 Senthil Kumar N, Sadasivam V, Asan Sukriya H M. A comparative study of PI, fuzzy, and ANN controllers for chopper-fed dc drive with embedded systems approach. Electric Power Components and Systems , 2008, 36(7): 680-695
doi: 10.1080/15325000701881944
[1] Abdelkarim AMMAR, Amor BOUREK, Abdelhamid BENAKCHA. Robust SVM-direct torque control of induction motor based on sliding mode controller and sliding mode observer[J]. Front. Energy, 2020, 14(4): 836-849.
[2] Moulay Rachid DOUIRI, Mohamed CHERKAOUI. Comparative study of various artificial intelligence approaches applied to direct torque control of induction motor drives[J]. Front Energ, 2013, 7(4): 456-467.
[3] K. YAHIA, S. ZOUZOU, F. BENCHABANE. Induction motors variable speed drives diagnosis through rotor resistance monitoring[J]. Front Energ, 2012, 6(4): 420-426.
[4] F. BENCHABANE, A. TITAOUINE, O. BENNIS, K. YAHIA, D. TAIBI. Direct field oriented control scheme for space vector modulated AC/DC/AC converter fed induction motor[J]. Front Energ, 2012, 6(2): 129-137.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed