Sensorless PMSM Drive Based on Stator Feedforward Voltage Estimation Improved With MRAS Multiparameter Estimation

In order to reduce the adverse effect of parameter variation in position sensorless speed control of permanent magnet synchronous motor (PMSM) based on stator feedforward voltage estimation (FFVE), multiparameter estimation using a model reference adaptive system is proposed. Since the FFVE scheme relies on motor parameters, the stator resistance and rotor flux linkage are estimated and continuously updated in the FFVE model in a closed-loop fashion, and the sensitivity to multiparameter changes at low speed is eliminated. To improve the dynamics and stability of the overall system and eliminate transient oscillations in speed estimation, a phase-locked loop like speed estimation method is proposed, which is obtained by passing the q-axis proportional integrator (PI) current regulator output through a first-order filter in the FFVE scheme. The proposed control method is similar to V/f control as in induction motors; therefore, starting from zero speed is possible. The experimental tests are implemented with 1-kW PMSM drive controlled by a TMS320F28335 DSP. The proposed sensorless scheme is also compared with the classical sliding mode observer (SMO). Experimental results show that the proposed sensorless scheme exhibits greater stability at lower speed than the classical SMO under parameter detuning. Experimental results and stability analysis demonstrate the feasibility and effectiveness of the proposed sensorless scheme for PMSM under various load and speed conditions.

[1]  Okyay Kaynak,et al.  Sliding Mode Observer-Based FTC for Markovian Jump Systems With Actuator and Sensor Faults , 2017, IEEE Transactions on Automatic Control.

[2]  D. Schlegel,et al.  AC drives: year 2000 (Y2K) and beyond , 1999, APEC '99. Fourteenth Annual Applied Power Electronics Conference and Exposition. 1999 Conference Proceedings (Cat. No.99CH36285).

[3]  Joachim Holtz,et al.  Sensorless control of induction motor drives , 2002, Proc. IEEE.

[4]  Narayan C. Kar,et al.  Current Injection-Based Online Parameter and VSI Nonlinearity Estimation for PMSM Drives Using Current and Voltage DC Components , 2016, IEEE Transactions on Transportation Electrification.

[5]  Darko P. Mar Speed-Sensorless AC Drives With the Rotor Time Constant Parameter Update , 2007 .

[6]  Xun Guo,et al.  Improved sliding mode model reference adaptive system speed observer for fuzzy control of direct-drive permanent magnet synchronous generator wind power generation system , 2013 .

[7]  Anwen Shen,et al.  Full order state observer of stator flux for permanent magnet synchronous motor based on parameter adaptive identification , 2013, 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA).

[8]  M. Trlep,et al.  Evaluation of saturation and cross-magnetization effects in interior permanent magnet synchronous motor , 2001, Conference Record of the 2001 IEEE Industry Applications Conference. 36th IAS Annual Meeting (Cat. No.01CH37248).

[9]  Emil Levi,et al.  Parameter Estimation of Asymmetrical Six-Phase Induction Machines Using Modified Standard Tests , 2017, IEEE Transactions on Industrial Electronics.

[10]  Narayan C. Kar,et al.  A Novel Current Injection-Based Online Parameter Estimation Method for PMSMs Considering Magnetic Saturation , 2016, IEEE Transactions on Magnetics.

[11]  Y. Takeda,et al.  Mechanical Sensorless Drives of IPMSM With Online Parameter Identification , 2005, IEEE Transactions on Industry Applications.

[12]  Lipei Huang,et al.  Online Identification of Permanent Magnet Flux Based on Extended Kalman Filter for IPMSM Drive With Position Sensorless Control , 2012, IEEE Transactions on Industrial Electronics.

[13]  Jing Zhang,et al.  Online Multiparameter Estimation of Nonsalient-Pole PM Synchronous Machines With Temperature Variation Tracking , 2011, IEEE Transactions on Industrial Electronics.

[14]  Jianbin Qiu,et al.  Descriptor reduced-order sliding mode observers design for switched systems with sensor and actuator faults , 2017, Autom..

[15]  Han Ho Choi,et al.  Nonlinear Optimal DTC Design and Stability Analysis for Interior Permanent Magnet Synchronous Motor Drives , 2015, IEEE/ASME Transactions on Mechatronics.

[16]  Alain Glumineau,et al.  An Adaptive Interconnected Observer for Sensorless Control of PM Synchronous Motors With Online Parameter Identification , 2013, IEEE Transactions on Industrial Electronics.

[17]  Farhad Aghili Energy-Efficient and Fault-Tolerant Control of Multiphase Nonsinusoidal PM Synchronous Machines , 2015, IEEE/ASME Transactions on Mechatronics.

[18]  Heikki Tuusa,et al.  Comparison of MRAS and novel simple method for position estimation in PMSM drives , 2003, IEEE 34th Annual Conference on Power Electronics Specialist, 2003. PESC '03..

[19]  Slobodan N. Vukosavic,et al.  Sensorless induction motor drive with a single DC-link current sensor and instantaneous active and reactive power feedback , 2001, IEEE Trans. Ind. Electron..

[20]  Zhang Chengning,et al.  Speed identification about PMSM with MRAS , 2009, 2009 IEEE 6th International Power Electronics and Motion Control Conference.

[21]  Han Ho Choi,et al.  Online Parameter Estimation Technique for Adaptive Control Applications of Interior PM Synchronous Motor Drives , 2016, IEEE Transactions on Industrial Electronics.

[22]  Dong-Choon Lee,et al.  Sensorless speed control of nonsalient permanent-magnet synchronous motor using rotor-position-tracking PI controller , 2006, IEEE Trans. Ind. Electron..

[23]  Josep M. Guerrero,et al.  Industrial Applications of the Kalman Filter: A Review , 2013, IEEE Transactions on Industrial Electronics.

[24]  Gilbert Hock Beng Foo,et al.  A Constant Switching Frequency-Based Direct Torque Control Method for Interior Permanent-Magnet Synchronous Motor Drives , 2016, IEEE/ASME Transactions on Mechatronics.

[25]  Marco Tursini,et al.  Sensorless speed control of a PM synchronous motor by sliding mode observer , 1997, ISIE '97 Proceeding of the IEEE International Symposium on Industrial Electronics.

[26]  Yen-Shin Lai,et al.  Sensorless control for induction motor drives based on new speed identification scheme , 1997, Proceedings of Power Conversion Conference - PCC '97.

[27]  K. Nagata,et al.  A Simple Robust Voltage Control of High Power Sensorless Induction Motor Drives With High Start Torque Demand , 2008, IEEE Transactions on Industry Applications.

[28]  Kan Liu,et al.  GPU Implementation of DPSO-RE Algorithm for Parameters Identification of Surface PMSM Considering VSI Nonlinearity , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[29]  Tong Heng Lee,et al.  A nonlinear speed observer for permanent-magnet synchronous motors , 1993, IEEE Trans. Ind. Electron..

[30]  Toshiaki Okuyama,et al.  Vector Control Scheme of Induction Motor without Speed and Voltage Sensors , 1987 .

[31]  Dong-Choon Lee,et al.  Sensorless speed control of nonsalient permanent magnet synchronous motor using rotor position tracking PI controller , 2004, 2004 IEEE 35th Annual Power Electronics Specialists Conference (IEEE Cat. No.04CH37551).

[32]  Joachim Holtz Speed estimation and sensorless control of AC drives , 1993, Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics.

[33]  Iqbal Husain,et al.  Online Parameter Estimation and Adaptive Control of Permanent-Magnet Synchronous Machines , 2010, IEEE Transactions on Industrial Electronics.

[34]  Kyeong-Hwa Kim,et al.  Parameter estimation and control for permanent magnet synchronous motor drive using model reference adaptive technique , 1995, Proceedings of IECON '95 - 21st Annual Conference on IEEE Industrial Electronics.

[35]  Kan Liu,et al.  Parameter Estimation for VSI-Fed PMSM Based on a Dynamic PSO With Learning Strategies , 2017, IEEE Transactions on Power Electronics.

[36]  Babak Nahid-Mobarakeh,et al.  On-Line Identification of PMSM Parameters: Model-Reference vs EKF , 2008, 2008 IEEE Industry Applications Society Annual Meeting.

[37]  Kay Hameyer,et al.  A fast online full parameter estimation of a PMSM with sinusoidal signal injection , 2015, 2015 IEEE Energy Conversion Congress and Exposition (ECCE).

[38]  Kyeong-Hwa Kim,et al.  DSP-based Sequential Parameter Estimation of PWM Inverter-fed IPM Synchronous Machine for Auto-tuning Applications , 2013 .

[39]  Vladimir Blasko,et al.  An integral method combining V/Hz and vector control of permanent magnet motor , 2014, 2014 IEEE Energy Conversion Congress and Exposition (ECCE).

[40]  R. Kerkman,et al.  A new flux and stator resistance identifier for AC drive systems , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[41]  Siu Lau Ho,et al.  Sensorless permanent-magnet synchronous motor drive using a reduced-order rotor flux observer , 2008 .

[42]  Hayde Peregrina-Barreto,et al.  Parameter Identification of PMSMs Using Experimental Measurements and a PSO Algorithm , 2015, IEEE Transactions on Instrumentation and Measurement.

[43]  Changliang Xia,et al.  Online Multiparameter Identification of Surface-Mounted PMSM Considering Inverter Disturbance Voltage , 2017, IEEE Transactions on Energy Conversion.

[44]  Kan Liu,et al.  Parameter Estimation for Condition Monitoring of PMSM Stator Winding and Rotor Permanent Magnets , 2013, IEEE Transactions on Industrial Electronics.

[45]  Guido Herrmann,et al.  Robust adaptive finite‐time parameter estimation and control for robotic systems , 2015 .