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
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
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
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
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
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
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
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
Bolognani S, Tubiana L, Zigliotto M (2003) Extended Kalman filter tuning in sensorless PMSM drives. IEEE Trans Ind Appl 39(6):1741–1747
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
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
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
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
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
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
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
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
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
Corradini M, Ippoliti G, Orlando G (2013) Fully sensorless robust control of variable-speed wind turbines for efficiency maximization. Automatica 49(10):3023–3031
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
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
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
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
Corradini ML, Orlando G (1998) Variable structure control of discretized continuous-time systems. IEEE Trans Autom Control 43(9):1329–1334
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
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
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
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
Furuta K (1993) VSS type self-tuning control. IEEE Trans Ind Electron 40(1):37–44
Han Y, Song Y (2003) Condition monitoring techniques for electrical equipment a literature survey. IEEE Trans Power Deliv 18(1):4–13
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
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
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
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
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
Jazwinsky A (1970) Stochastic processes and filtering theory. Academic Press, New-York
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
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
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
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
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
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
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
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
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
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
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
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
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
Technosoft SA (2011) http://www.technosoftmotion.com/. Accessed 15 Feb 2014
Tesfaye A, Tomizuka M (1995) Robust control of discretized continuous systems using the theory of sliding modes. Int J Control 62:209–226
Texas Instruments Incorporated (2011) http://www.ti.com/. Accessed 15 Feb 2014
Utkin VI (1992) Sliding modes in control and optimization. Springer, Berlin
Utkin VI (1993) Sliding modes control design principles and applications to electric drives. IEEE Trans Ind Electron 40(1):23–35
Utkin VI, Guldner J, Shi J (1999) Sliding mode control in electromechanical systems. Systems and control. CRC Press LLC, Florida
Vas P (1990) Vector control of AC machines. Oxford University Press, London
Vas P (1993) Parameter estimation, condition monitoring, and diagnosis of electrical machines. Oxford Science, Oxford
Wu R, Slemon G (1991) A permanent magnet motor drive without a shaft sensor. IEEE Trans Ind Appl 27(5):1005–1011
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
Yan Z, Jin C, Utkin VI (2000) Sensorless sliding-mode control of induction motors. IEEE Trans Ind Electron 47(6):1286–1297
Zinober ASI (1994) Variable structure and Lyapunov control. Springer, New York
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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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