Speed control of a permanent magnet synchronous motor with a torque observer: a fuzzy approach

Author(s): J.-W. Jung ; T.H. Kim ; H.H. Choi
DOI: 10.1049/iet-cta.2009.0469

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Author(s): J.-W. Jung ¹ ; T.H. Kim ² ; H.H. Choi ¹
- Affiliations: 1: Division of Electronics and Electrical Engineering, Dongguk University – Seoul 26, Seoul, South Korea
  2: Engineering Research Institute, Department of Electrical Engineering, Gyeongsang National University, Jinju, South Korea
Source: Volume 4, Issue 12, December 2010, p. 2971 – 2981
DOI: 10.1049/iet-cta.2009.0469 , Print ISSN 1751-8644, Online ISSN 1751-8652

The authors consider the speed controller design problem for a permanent magnet synchronous motor (PMSM). Based on the Takagi–Sugeno fuzzy approach the authors design a fuzzy speed controller as well as a fuzzy load torque observer. The authors derive sufficient conditions for the existence of the controller and the observer in terms of linear matrix inequalities (LMIs). The authors give LMI parameterisations of the gain matrices. The authors also derive LMI conditions for the existence of the fuzzy speed controller and the fuzzy load torque observer guaranteeing α-stability, quadratic performance and H₂/H_∞ performance. The authors implement the proposed load torque observer-based fuzzy speed control system by using a TMS320F28335 floating point DSP, and give simulation and experimental results to show the effectiveness of the proposed method.

References

1. 1)
  - M. Narimani , H.K. Lam . Relaxed LMI-based stability condition for Takagi–Sugeno fuzzy control systems using regional-membership-function-shape-dependent analysis approach. IEEE Trans. Fuzzy Syst. , 1221 - 1228
2. 2)
  - S. Boyd , L.E. Ghaoui , E. Feron , V. Balakrishnan . (1994) Linear matrix inequalities in system and control theory.
3. 3)
  - T. Takaki , M. Sugeno . Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man Cybern. , 116 - 132
4. 4)
  - Y.A.-R.I. Mohamed . Design and implementation of a robust current-control scheme for a PMSM vector drive with a simple adaptive disturbance observer. IEEE Trans. Ind. Electron. , 1981 - 1988
5. 5)
  - Z.-Y. Zhao , M. Tomizuka , S. Isaka . Fuzzy gain scheduling of PID controllers. IEEE Trans. Syst. Man Cybern. , 1392 - 1398
6. 6)
  - M. Cheng , Q. Sun , E. Zhou . New self-tuning fuzzy PI control of a novel doubly salient permanent-magnet motor drive. IEEE Trans. Ind. Electron. , 814 - 821
7. 7)
  - H.K. Lam , M. Narimani . Stability analysis and performance design for fuzzy-model-based control system under imperfect premise matching. IEEE Trans. Fuzzy Syst. , 949 - 961
8. 8)
  - H.H. Choi . LMI-based nonlinear fuzzy observer-controller design for uncertain MIMO nonlinear systems. IEEE Trans. Fuzzy Syst. , 5 , 956 - 971
9. 9)
  - K.-H. Kim , I.-C. Baik , G.-W. Moon , M.-J. Youn . A current control for a permanent magnet synchronous motor with a simple disturbance estimation technique. IEEE Trans. Control Syst. Technol. , 630 - 633
10. 10)
  - K. Tanaka , T. Hori , H.O. Wang . A multiple Lyapunov function approach to stabilization of fuzzy control systems. IEEE Trans. Fuzzy Syst. , 4 , 582 - 589
11. 11)
  - Y.-S. Kung , C.-C. Huang , M.-H. Tsai . FPGA realization of an adaptive fuzzy controller for PMLSM drive. IEEE Trans. Ind. Electron. , 2923 - 2932
12. 12)
  - M. Corless , G. Leitmann . Continuous state feedback guaranteeing uniform ultimate boundedness for uncertain dynamic systems. IEEE Trans. Autom. Control , 1139 - 1144
13. 13)
  - Y. Zhang , C.M. Akujuobi , W.H. Ali , C.L. Tolliver , L.-S. Shieh . Load disturbance resistance speed controller design for PMSM. IEEE Trans. Ind. Electron. , 1198 - 1208

Speed control of a permanent magnet synchronous motor with a torque observer: a fuzzy approach

Speed control of a permanent magnet synchronous motor with a torque observer: a fuzzy approach

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