Robust Flux and Speed State Observer Design for Sensorless Control of a Double Star Induction Motor
Abstract
In this paper, a robust flux and speed observer for sensorless control of a double star induction motor is presented. Proper operation of vector control of the double star induction motor requires reliable information from the process to be controlled. This information can come from mechanical sensors (rotational speed, angular position). Furthermore, mechanical flux and speed sensors are generally expensive and fragile and affect the reliability of the system. However, the control without sensors must-have performance that does not deviate too much from that which we would have had with a mechanical sensor. In this framework, this work mainly deals with the estimation of the flux and speed using a robust state observer in view of sensorless vector control of the double star induction motor. The evaluation criteria are the static and dynamic performances of the system as well as the errors between the reference values and those estimated. Extensive simulation results and robustness tests are presented to evaluate the performance of the proposed sensorless control scheme. Furthermore, under the same test conditions, a detailed comparison between the proposed state observer and the sliding mode-MRAS technique is carried out where the results of its evaluation are investigated in terms of their speed and flux tracking capability during load and speed transients and also with parameter variation. It is worth mentioning that the proposed state observer can obtain both high current quality and low torque ripples, which show better performance than that in the MRAS system.
Keywords
Full Text:
PDFReferences
E. E. Ward and H. Härer “Preliminary investigation of an invertor-fed 5-phase induction motor,” Proc. IEE., vol. 116, no. 6, pp. 980–984, 1969.
M. A. Mossa, H. Echeikh, A. Iqbal, T. Duc Do, and A. S. Al-Sumaiti, “A novel sensorless control for multiphase induction motor drives based on singularly perturbed sliding mode observer-experimental validation,'' Applied Sciences, vol. 10, no. 8, p. 2776, 2020.
B. Ghalem, A. Bendiabdellah, “Six-Phase Matrix Converter Fed Double Star Induction Motor,” Journal of Applied Sciences, ActaPolytechnicaHungarica, vol.7, no. 3, pp.163-176, 2010.
M. A. Mossa, N. V. Quynh, H. Echeikh, and T. D. Do, “Deadbeat-Based Model Predictive Voltage Control for a Sensorless Five-Phase Induction Motor Drive,” Mathematical Problems in Engineering, vol 2020, p. 4164526, 2020.
F. Blaschke, “The principle of field orientation applied to the new trans-vector closed-loop control system for rotating field machines,” Siemens-Review, vol. 39, pp. 217-220, 1972.
M. A. Mossa and H. Echeikh, ''A novel fault tolerant control approach based on backstepping controller for a five-phase induction motor drive: Experimental investigation,” ISA Trans., vol. 112, pp. 373–385, 2021.
M. A. Mossa, H. Echeikh, A. A. Z. Diab, H. Haes Alhelou, P. Siano, “Comparative Study of Hysteresis Controller, Resonant Controller and Direct Torque Control of Five-Phase IM under Open-Phase Fault Operation,” Energies, vol. 14, p. 1317, 2021.
M. A Mossa and A. A. Z. Diab, ''Effective Model Predictive Control Approach for a Faulty Induction Motor Drive,'' International Review of Electrical Engineering (IREE), vol. 14, no. 5, pp. 314-327, 2019.
M. Mossa, ''Effective Predictive Flux Control for a Five Phase Induction Motor Drive with Inverter Output Filter,'' International Review of Electrical Engineering (IREE), vol. 13, no. 5, pp. 373-384, 2018.
H. Khouidmi, A. Massoum and A. Meroufel, “Dual Star Induction Motor Drive: Modelling, Supplying and Control,” International Journal of Electrical and Power Engineering, vol. 5, no. 1, pp. 28-34, 2011.
P. Vas. “Sensorless Vector and Direct Torque Control,” Oxford University Press, Oxford, 1998.
R. Sadouni and A. Meroufel, “Indirect Rotor Field-oriented Control (IRFOC) of a Dual Star Induction Machine (DSIM) Using a Fuzzy Controller,” Journal of Applied Sciences, ActaPolytechnicaHungarica, vol. 9, no. 4, pp177-192, 2012.
M. Menaa, O. Touhami, R. Ibtiouen, and M. Fadel, “Sensorless direct vector control of an induction motor,” Control Engineering Practice, vol. 16, no. 1, pp.67-77, 2008.
R. Kianinezhad, B. Nahid-Mobarakeh, F. Betin, and G. A. Capolino, “Sensorless field-oriented control for six phase induction machines,” Fourtieth IAS Annual Meeting. Conference Record of the 2005 Industry Applications Conference, pp. 999-1006, 2005.
K. Marouani, K. Chakou, F. Khoucha, B. Tabache, and A. Kheloui, “Observation and Measurement of Magnetic Flux in a Dual Star Induction Machine,” 19th Mediterranean Conference on Control and Automation, 2011, 289-294.
K. De Becker, K. Bernaerts, and S. Waldherr, “Luenberger observer design for a dynamic system with embedded linear program, applied to bioprocesses,” IFAC-PapersOnLine, vol. 53, no. 2, pp. 15884-15891, 2020.
P. Bernard, V. Andrieu, and D. Astolfi, “Observer design for continuous-time dynamical systems,” Annual Reviews in Control, vol. 53, pp. 224-248, 2022.
M. A. Mossa, H. Echeikh and A. Ma’arif, “Dynamic Performance Analysis of a Five-Phase PMSM Drive Using Two Different Sensorless Techniques,” Journal of Robotics and Control (JRC), vol. 3, no. 3, pp. 289-308, 2022.
Y. Zahraoui, M. Akherraz, and A. Ma’arif, “A comparative study of nonlinear schemes for induction motor operation improvement,” International Journal of Robotics and Control Systems, vol. 2, no. 1, pp. 1-17, 2022.
H. Kubota, K. Matsuse and T. Nakano, "DSP-based speed adaptive flux observer of induction motor," IEEE Transactions on Industry Applications, vol. 29, no. 2, pp. 344-348, March-April 1993.
A. Benchaib, M. Tadjine, A. Rachid and A. Tayebi, "Adaptive sliding mode observer for state estimation of an induction motor on DSP-based system," 1997 IEEE International Electric Machines and Drives Conference Record, 1997, pp. MC2/3.1-MC2/3.3, doi: 10.1109/IEMDC.1997.604166.
A. K. Ali, and M. M. Mahmoud, “Reduced Order and Observer-Based Reset Control Systems with Time Delays,” International Journal of Robotics and Control Systems, vol. 2, no. 3, pp.448-466, 2022.
H. Khouidmi, A. Massoum, “Reduced-order Sliding Mode Observer Based Speed Sensorless Vector Control of Double Stator Induction Motor,” Journal of Applied Sciences, Acta Poly technical Hungarica, vol. 11, no. 6, pp.229-249, 2014.
R. Nilsen, M. P. Kazmierkowski, “Reduced-order observer with parameter adaptation for fast rotor flux estimation in induction machine,” IEE Proceedings, vol. 136, no. 1, pp. 35-43, 1989.
Zhong Peng, Z. Zheng, Y. Li and Zicheng Liu, "Sensorless vector control of multiphase induction machine based on full-order observer and harmonic suppression," 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia (IFEEC 2017 - ECCE Asia), 2017, pp. 2153-2160.
M. A. Mossa and S. Bolognani, "Effective model predictive current control for a sensorless IM drive," 2017 IEEE International Symposium on Sensorless Control for Electrical Drives (SLED), 2017, pp. 37-42.
H. Echeikh, M. A. Mossa, N. V. Quynh, A. A. Ahmed, and H. H. Alhelou, “Enhancement of Induction Motor Dynamics Using a Novel Sensorless Predictive Control Algorithm,” Energies, vol. 14, no. 14, p. 4377, 2021.
M. A. Mossa, A. Saad Al-Sumaiti, T. Duc Do and A. A. Zaki Diab, "Cost-Effective Predictive Flux Control for a Sensorless Doubly Fed Induction Generator," IEEE Access, vol. 7, pp. 172606-172627, 2019.
M. A. Mossa, “Effective predictive current control for a sensorless five-phase induction motor drive,” Int. J. Power Electron, vol. 13, no. 4, pp. 502–532, 2021.
M. A. Khoshhava, H. A. Zarchi and G. A. Markadeh, "Sensor-less Speed and Flux Control of Dual Stator Winding Induction Motors Based on Super Twisting Sliding Mode Control," IEEE Transactions on Energy Conversion, vol. 36, no. 4, pp. 3231-3240, 2021.
Z. Wu, O. Ojo and G. Dong, "MRAS Speed Estimation and Full-Order Flux Observer for Dual Stator Winding Induction Motor Drives," 2007 IEEE Power Electronics Specialists Conference, 2007, pp. 2428-2434.
H. Khouidmi, A. Benzouaoui, and B. Bessedik, “Sliding-mode MRAS Speed Estimator for Sensorless Vector Control of Double Stator Induction Motor,” Majlesi Journal of Electrical Engineering, vol. 12, no. 3, pp. 41-53, 2018.
DOI: https://doi.org/10.18196/jrc.v3i4.15667
Refbacks
- There are currently no refbacks.
Copyright (c) 2022 Mahmoud A. Mossa, Houari Khouidmi, Alfian Ma’arif
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Journal of Robotics and Control (JRC)
P-ISSN: 2715-5056 || E-ISSN: 2715-5072
Organized by Peneliti Teknologi Teknik Indonesia
Published by Universitas Muhammadiyah Yogyakarta in collaboration with Peneliti Teknologi Teknik Indonesia, Indonesia and the Department of Electrical Engineering
Website: http://journal.umy.ac.id/index.php/jrc
Email: jrcofumy@gmail.com