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Variable Structure Sensorless Control of PMSM Drives

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Advances and Applications in Nonlinear Control Systems

Abstract

In this chapter has been proposed a robust sensorless cascade control scheme for a Permanent Magnet Synchronous Motor (PMSM) drive. A Discrete Time Variable Structure Control (DTVSC) is considered and the rotor position and speed are obtained through an Adaptive Extended Kalman Filter (AEKF). The performance of the filter is improved by an on line adjustment of the input and measurement noise covariances obtained by a suitably defined estimation algorithm. The proposed solution is experimentally tested on a commercial PMSM drive equipped with a control system based on a floating point Digital Signal Processor (DSP).

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References

  1. Aller J, Habetler T, Harley R, Tallam R, Lee S (2002) Sensorless speed measurement of AC machines using analytic wavelet transform. IEEE Trans Ind Appl 38(5):1344–1350

    Article  Google Scholar 

  2. Bartolini G, Orani N, Pisano A, Usai E (2006) Higher-order sliding mode approaches for control and estimation in electrical drives. In: Edwards C, Colet EF, Fridman L (eds) Advances in variable structure and sliding mode control. Lecture notes in control and information sciences. Springer, Berlin, pp 423–445

    Google Scholar 

  3. Barut M, Bogosyan S, Gokasan M (2007) Speed-sensorless estimation for induction motors using extended Kalman filters. IEEE Trans Ind Electron 54(1):272–280

    Article  Google Scholar 

  4. Bianchi N, Bolognani S, Jang J-H, Sul S-K (2007) Comparison of PM motor structures and sensorless control techniques for zero-speed rotor position detection. IEEE Trans Power Electron 22(6):2466–2475

    Article  Google Scholar 

  5. Boldea I, Paicu M, Andreescu G-D (2008) Active flux concept for motion-sensorless unified AC drives. IEEE Trans Power Electron 23(5):2612–2618

    Article  Google Scholar 

  6. Bolognani S, Oboe R, Zigliotto M (1999) Sensorless full-digital PMSM drive with EKF estimation of speed and rotor position. IEEE Trans Ind Electron 46(1):184–191

    Article  Google Scholar 

  7. Bolognani S, Tubiana L, Zigliotto M (2003) EKF-based sensorless IPM synchronous motor drive for flux-weakening applications. IEEE Trans Ind Appl 39(3):768–775

    Article  Google Scholar 

  8. Bolognani S, Tubiana L, Zigliotto M (2003) Extended Kalman filter tuning in sensorless PMSM drives. IEEE Trans Ind Appl 39(6):1741–1747

    Article  Google Scholar 

  9. Bolognani S, Zigliotto M, Zordan M (2001) Extended-range PMSM sensorless speed drive based on stochastic filtering. IEEE Trans Power Electron 16(1):110–117

    Article  Google Scholar 

  10. Boussak M (2005) Implementation and experimental investigation of sensorless speed control with initial rotor position estimation for interior permanent magnet synchronous motor drive. IEEE Trans Power Electron 20(6):1413–1422

    Article  Google Scholar 

  11. Ciampichetti S, Corradini M, Ippoliti G, Orlando G (2011) Sliding mode control of permanent magnet synchronous generators for wind turbines. In: IECON proceedings (industrial electronics conference), pp 740–745

    Google Scholar 

  12. Ciccarelli O, Corradini M, Cucchieri G, Ippoliti G, Orlando G (2012) Sliding mode control based robust observer of aerodynamic torque for variable-speed wind turbines. In: IECON proceedings (industrial electronics conference), pp 4332–4337

    Google Scholar 

  13. Cimini G, Corradini M, Ippoliti G, Malerba N, Orlando G (2013) Control of variable speed wind energy conversion systems by a discrete-time sliding mode approach. In: 2013 IEEE international conference on mechatronics, ICM 2013, pp 736–741

    Google Scholar 

  14. Corradini M, Fossi V, Giantomassi A, Ippoliti G, Longhi S, Orlando G (2012) Discrete time sliding mode control of robotic manipulators: development and experimental validation. Control Eng Pract 20(8):816–822

    Google Scholar 

  15. Corradini M, Fossi V, Giantomassi A, Ippoliti G, Longhi S, Orlando G (2012) Minimal resource allocating networks for discrete time sliding mode control of robotic manipulators. IEEE Trans Ind Inf 8(4):733–745

    Google Scholar 

  16. Corradini M, Ippoliti G, Longhi S, Marchei D, Orlando G (2013) A quasi-sliding mode observer-based controller for PMSM drives. Asian J Control 15(2):380–390

    Google Scholar 

  17. Corradini M, Ippoliti G, Orlando G (2012) An aerodynamic torque observer for the robust control of variable-speed wind turbines. In: Proceedings of the IEEE conference on decision and control, pp 2483–2488

    Google Scholar 

  18. Corradini M, Ippoliti G, Orlando G (2013) Fully sensorless robust control of variable-speed wind turbines for efficiency maximization. Automatica 49(10):3023–3031

    Google Scholar 

  19. Corradini M, Ippoliti G, Orlando G (2013) Robust control of variable-speed wind turbines based on an aerodynamic torque observer. IEEE Trans Control Syst Technol 21(4):1199–1206

    Article  Google Scholar 

  20. Corradini M, Ippoliti G, Orlando G, Pettinari S (2009) Robust control of hybrid plants in the presence of quantization errors. In: 2009 IEEE international conference on control and automation, ICCA 2009, pp 234–239

    Google Scholar 

  21. Corradini M, Ippoliti G, Orlando G, Pettinari S (2011) Speed estimation and fault detection for PMSM via quasi sliding modes. In: IFAC proceedings volumes (IFAC-PapersOnline), vol 18, part 1, pp 6142–6147

    Google Scholar 

  22. Corradini ML, Orlando G (1997) A discrete adaptive variable-structure controller for MIMO systems, and its application to an underwater ROV. IEEE Trans Control Syst Technol 5(3):349–359

    Article  Google Scholar 

  23. Corradini ML, Orlando G (1998) Variable structure control of discretized continuous-time systems. IEEE Trans Autom Control 43(9):1329–1334

    Article  MathSciNet  MATH  Google Scholar 

  24. De Belie F, Sergeant P, Melkebeek J (2010) A sensorless drive by applying test pulses without affecting the average-current samples. IEEE Trans Power Electron 25(4):875–888

    Article  Google Scholar 

  25. De Kock H, Kamper M, Kennel R (2009) Anisotropy comparison of reluctance and PM synchronous machines for position sensorless control using HF carrier injection. IEEE Trans Power Electron 24(8):1905–1913

    Article  Google Scholar 

  26. Dhaouadi R, Mohan N, Norum L (1991) Design and implementation of an extended Kalman filter for the state estimation of a permanent magnet synchronous motor. IEEE Trans Power Electron 6(3):491–497

    Article  Google Scholar 

  27. Foo G, Rahman M (2010) Direct torque control of an IPM-synchronous motor drive at very low speed using a sliding-mode stator flux observer. IEEE Trans Power Electron 25(4):933–942

    Article  Google Scholar 

  28. Furuta K (1993) VSS type self-tuning control. IEEE Trans Ind Electron 40(1):37–44

    Article  Google Scholar 

  29. Han Y, Song Y (2003) Condition monitoring techniques for electrical equipment a literature survey. IEEE Trans Power Deliv 18(1):4–13

    Article  Google Scholar 

  30. Haque M, Zhong L, Rahman M (2003) A sensorless initial rotor position estimation scheme for a direct torque controlled interior permanent magnet synchronous motor drive. IEEE Trans Power Electron 18(6):1376–1383

    Article  Google Scholar 

  31. Hu J, Liu J, Xu L (2008) Eddy current effects on rotor position estimation and magnetic pole identification of PMSM at zero and low speeds. IEEE Trans Power Electron 23(5):2565–2575

    Article  Google Scholar 

  32. Hung C-W, Lin C-T, Liu C-W, Yen J-Y (2007) A variable-sampling controller for brushless DC motor drives with low-resolution position sensors. IEEE Trans Ind Electron 54(5):2846–2852

    Article  Google Scholar 

  33. Ippoliti G, Jetto L, La Manna A, Longhi S (2005) Improving the robustness properties of robot localization procedures with respect to environment features uncertainties. Proc IEEE Int Conf Robot Autom 2005:1451–1458

    Google Scholar 

  34. Ippoliti G, Jetto L, Longhi S (2005) Localization of mobile robots: development and comparative evaluation of algorithms based on odometric and inertial sensors. J Robot Syst 22(12):725–735

    Article  MATH  Google Scholar 

  35. Jazwinsky A (1970) Stochastic processes and filtering theory. Academic Press, New-York

    Google Scholar 

  36. Jetto L, Longhi S, Venturini G (1999) Development and experimental validation of an adaptive extended Kalman filter for the localization of mobile robots. IEEE Trans Robot Autom 15:119–129

    Article  Google Scholar 

  37. Kim KH, Lee JG, Park CG (2009) Adaptive two-stage extended Kalman filter for a fault-tolerant INS-GPS loosely coupled system. IEEE Trans Aerosp Electron Syst 45:125–137

    Article  Google Scholar 

  38. Konghirun M, Xu L (2006) A fast transient-current control strategy in sensorless vector-controlled permanent magnet synchronous motor. IEEE Trans Power Electron 21(5):1508–1512

    Article  Google Scholar 

  39. Lidozzi A, Solero L, Crescimbini F, Di Napoli A (2007) SVM PMSM drive with low resolution hall-effect sensors. IEEE Trans Power Electron 22(1):282–290

    Article  Google Scholar 

  40. Lin F-J, Hwang J-C, Chou P-H, Hung Y-C (2010) FPGA-based intelligent-complementary sliding-mode control for PMLSM servo-drive system. IEEE Trans Power Electron 25(10):2573–2587

    Article  Google Scholar 

  41. Liu Y, Zhu ZQ, Howe D (2006) Instantaneous torque estimation in sensorless direct-torque-controlled brushless DC motors. IEEE Trans Ind Appl 42(5):1275–1283

    Article  Google Scholar 

  42. Mattavelli P, Tubiana L, Zigliotto M (2005) Torque-ripple reduction in PM synchronous motor drives using repetitive current control. IEEE Trans Power Electron 20(6):1423–1431

    Article  Google Scholar 

  43. Walde P, Brunner C (2011) IEA (International energy agency). Energy-efficiency policy opportunities for electric motor-driven systems. http://www.iea.org/publications/freepublications/publication/ee_for_electricsystems.pdf. Accessed 15 Feb 2014

  44. Pisano A, Davila A, Fridman L, Usai E (2008) Cascade control of PM DC drives via second-order sliding-mode technique. IEEE Trans Ind Electron 55(11):3846–3854

    Article  Google Scholar 

  45. Sabanovic A, Jezernik K, Sabanovic N (2002) Sliding modes applications in power electronics and electrical drives. In Yu X, Xu J-X (eds) Variable structure systems: towards the 21st Century, vol 274. Springer, Berlin, pp 223–251

    Google Scholar 

  46. Shi J, Lu Y (1996) Field-weakening operation of cylindrical permanent-magnet motors. In: Proceeding of IEEE international conference on control applications, pp 864–869, Dearborn

    Google Scholar 

  47. Solsona J, Valla M, Muravchik C (1996) A nonlinear reduced order observer for permanent magnet synchronous motors. IEEE Trans Ind Electron 43(4):492–497

    Article  Google Scholar 

  48. Szabat K, Orlowska-Kowalska T (2008) Performance improvement of industrial drives with mechanical elasticity using nonlinear adaptive Kalman filter. IEEE Trans Ind Electron 55:1075–1084

    Article  Google Scholar 

  49. Technosoft SA (2011) http://www.technosoftmotion.com/. Accessed 15 Feb 2014

  50. Tesfaye A, Tomizuka M (1995) Robust control of discretized continuous systems using the theory of sliding modes. Int J Control 62:209–226

    Article  MathSciNet  MATH  Google Scholar 

  51. Texas Instruments Incorporated (2011) http://www.ti.com/. Accessed 15 Feb 2014

  52. Utkin VI (1992) Sliding modes in control and optimization. Springer, Berlin

    Book  MATH  Google Scholar 

  53. Utkin VI (1993) Sliding modes control design principles and applications to electric drives. IEEE Trans Ind Electron 40(1):23–35

    Article  Google Scholar 

  54. Utkin VI, Guldner J, Shi J (1999) Sliding mode control in electromechanical systems. Systems and control. CRC Press LLC, Florida

    Google Scholar 

  55. Vas P (1990) Vector control of AC machines. Oxford University Press, London

    Google Scholar 

  56. Vas P (1993) Parameter estimation, condition monitoring, and diagnosis of electrical machines. Oxford Science, Oxford

    Google Scholar 

  57. Wu R, Slemon G (1991) A permanent magnet motor drive without a shaft sensor. IEEE Trans Ind Appl 27(5):1005–1011

    Article  Google Scholar 

  58. Xu Z, Rahman M (2007) Direct torque and flux regulation of an IPM synchronous motor drive using variable structure control approach. IEEE Trans Power Electron 22(6):2487–2498

    Article  Google Scholar 

  59. Yan Z, Jin C, Utkin VI (2000) Sensorless sliding-mode control of induction motors. IEEE Trans Ind Electron 47(6):1286–1297

    Google Scholar 

  60. Zinober ASI (1994) Variable structure and Lyapunov control. Springer, New York

    Book  MATH  Google Scholar 

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Correspondence to Gianluca Ippoliti .

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Ciabattoni, L., Corradini, M.L., Grisostomi, M., Ippoliti, G., Longhi, S., Orlando, G. (2016). Variable Structure Sensorless Control of PMSM Drives. In: Vaidyanathan, S., Volos, C. (eds) Advances and Applications in Nonlinear Control Systems. Studies in Computational Intelligence, vol 635. Springer, Cham. https://doi.org/10.1007/978-3-319-30169-3_22

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  • DOI: https://doi.org/10.1007/978-3-319-30169-3_22

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