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A Novel Speed and Current Sensor Fault-Tolerant Control Based on Estimated Stator Currents in Induction Motor Drives


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DOI: https://doi.org/10.15866/iree.v15i5.17937

Abstract


The paper introduces a novel Fault Tolerant Control (FTC) algorithm based on estimated stator currents to diagnose some faulty states of stator current and speed sensors of Induction Motor (IM) drives. The FTC unit is integrated in the field-oriented control of induction motors to ensure that the IM drive can operate stably when current and speed sensor failures occur. The presented scheme combines two stator current estimators and a rotor speed estimator where a correction coefficient determined from the healthy current sensor is used to enhance the accuracy of the stator current estimation. To verify the capability of the proposed approach, the simulation in MATLAB-Simulink has been accomplished for various conditions of the IM drive, i.e. normal speed, low speed, and very low speed operating ranges. The results have confirmed very good features of the proposed FTC against the current and speed sensor fault in the different speed ranges.
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Keywords


Current Sensor; Estimated Stator Current; Fault Tolerant Control; Field Oriented Control; Speed Sensor

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References


Z. Gao, C. Cecati, S. X. Ding, A Survey of Fault Diagnosis and Fault Tolerant Techniques - Part I: Fault Diagnosis with Model-Based and Signal Based Approaches, IEEE Transactions on Industrial Electronics, vol. 62, n. 6, June 2015, pp. 3757–3767.
https://doi.org/10.1109/tie.2015.2417501

M. Bourogaoui, H. B. Sethom, I. S. Belkhodja, Speed/Position Sensor Fault Tolerant Control in Adjustable Speed Drives - A Review, ISA Transactions, vol. 64, September 2016, pp. 269-284.
https://doi.org/10.1016/j.isatra.2016.05.003

M. Boukhnifer, A. Raisemche, D. Diallo, C. Larouci, Fault tolerant control to mechanical sensor failures for induction motor drive: a comparative study of voting algorithms, The IECON 2013-39th Annual Conference of the IEEE Industrial Electronics Society, November 10-14, 2013, Vienna, Austria.
https://doi.org/10.1109/iecon.2013.6699583

M. Manohar, S. Das, Current Sensor Fault-Tolerant Control for Direct Torque Control of Induction Motor Drive Using Flux Linkage Observer, IEEE Transactions on Industrial Informatics, vol. 13, no. 6, December 2017, pp. 2824–2833.
https://doi.org/10.1109/tii.2017.2714675

Y. Rkhissi-Kammoun, J. Ghommam, M. Boukhnifer, F. Mnif, Two Current Sensor Fault Detection and Isolation Schemes for Induction Motor Drives Using Algebraic Estimation Approach, Mathematics and Computers in Simulation, vol. 157, March 2019, pp. 39-62.
https://doi.org/10.1016/j.matcom.2018.09.010

YQ. Liu, M. Stettenbenz, A. M. Bazzi, Smooth Fault-Tolerant Control of Induction Motor Drives with Sensor Failures, IEEE Transactions on Power Electronics, vol. 34, n. 4, April 2019, pp. 3544-3552.
https://doi.org/10.1109/tpel.2018.2848964

B. Gou, Y. Xu, Y. Xia, G. Wilson, SY. Liu, An Intelligent Time-Adaptive Data-Driven Method for Sensor Fault Diagnosis in Induction Motor Drive System, IEEE Transactions on Industrial Electronics, vol. 66, n. 12, December 2019, pp. 9817-9827.
https://doi.org/10.1109/tie.2018.2880719

M. Tousizadeh, H. S. Che, J. Selvaraj, N. Abd Rahim, BT. Ooi, Fault-Tolerant Field-Oriented Control of Three-Phase Induction Motor Based on Unified Feedforward Method, IEEE Transactions on Power Electronics, vol. 34, n. 8, August 2019, pp. 7172-7183.
https://doi.org/10.1109/tpel.2018.2884759

M. Dybkowski, K. Klimkowski, Artificial Neural Network Application for Current Sensors Fault Detection in the Vector Controlled Induction Motor Drive, Sensors, vol. 19, n. 3, February 2019.
https://doi.org/10.3390/s19030571

R. Maamouri, M. Trabelsi, M. Boussak, F. M'Sahli, Fault Diagnosis and Fault Tolerant Control of a Three-Phase VSI Supplying Sensorless Speed Controlled Induction Motor Drive, Electric Power Components and Systems, vol. 46, n. 19-20, December 2018, pp. 2159-2173.
https://doi.org/10.1080/15325008.2018.1534899

H. Ben Zina, M. Allouche, M. Souissi, M. Chaabane, L. Chrifi-Alaoui, Robust Sensor Fault-Tolerant Control of Induction Motor Drive, International Journal of Fuzzy Systems, vol. 19, n. 1, SI, February 2017, pp. 155-166.
https://doi.org/10.1007/s40815-016-0148-2

K. Klimkowski, Stator Current Sensor Fault Tolerant Vector Control of Induction Motor Drive, Przeglad Elektrotechniczny, vol. 94, n. 5, 2018, pp. 86-89.

M. Dybkowski, K. Klimkowski, T. Orlowska-Kowalska, Speed and current sensor fault-tolerant-control of the induction motor drive, In Advanced Control of Electrical Drives and Power Electronic Converters, Book Series: Studies in Systems Decision and Control, vol. 75, 2017, pp. 141-167.
https://doi.org/10.1007/978-3-319-45735-2_7

M. Manohar, S. Das, R. Kumar, A robust current sensor fault detection scheme for sensorless induction motor drive, The IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), November 08-10, 2017, Bangalore, India.
https://doi.org/10.1109/appeec.2017.8308967

M. Manohar, S. Das, Current Sensor Fault-Tolerant Control for Direct Torque Control of Induction Motor Drive Using Flux-Linkage Observer, IEEE Transactions on Industrial Informatics, vol.13, n. 6, December 2017, pp. 2824-2833.
https://doi.org/10.1109/tii.2017.2714675

Y. Yu, Z. Wang, D. Xu, Speed and Current Sensors Fault Detection and Isolation Based on Adaptive Observers for Induction Motor Drivers, Journal of Power Electronics, vol. 14, n. 5, 2014, pp. 967–979.
https://doi.org/10.6113/jpe.2014.14.5.967

N. M. A. Freire, J. O. Estima, A. J. M. Cardoso, A New Approach for Current Sensor Fault Diagnosis in PMSG Drives for Wind Energy Conversion Systems, IEEE Transactions on Industrial Applications, vol. 50, n. 2, April 2014, pp. 1206–1214.
https://doi.org/10.1109/tia.2013.2271992

T.A. Najafabadi, F.R. Salmasi, P. Jabehdar-Maralani, Detection and Isolation of Speed-, DC-Link Voltage-, and Current-Sensor Faults Based on an Adaptive Observer in Induction-Motor Drives, IEEE Transactions on Industrial Electronics, vol. 58, n. 5, 2010, pp.1662-1672.
https://doi.org/10.1109/tie.2010.2055775

M. E. Romero, M. M. Seron, J.A. De Dona, Sensor Fault-Tolerant Vector Control of Induction Motors, IET control theory & applications, vol. 4, n. 9, 2010, pp.1707-1724.
https://doi.org/10.1049/iet-cta.2009.0464

M. E. Romero, M.M. Seron, Speed-sensorless control of induction motors with improved fault tolerance against current sensor failure, The 18th Mediterranean Conference on Control and Automation, MED'10, June 23-26, 2010, Marrakech, Morocco.
https://doi.org/10.1109/med.2010.5547721

Y. Yu, YZ. Zhao, B. Wang, XL. Huang, DG. Xu, Current Sensor Fault Diagnosis and Tolerant Control for VSI-Based Induction Motor Drives, IEEE Transactions on Power Electronics, vol. 33, n. 5, May 2018, pp. 4238-4248.
https://doi.org/10.1109/tpel.2017.2713482

C. Chakraborty, V. Verma, Speed and Current Sensor Fault Detection and Isolation Technique for Induction Motor Drive Using Axes Transformation, IEEE Transactions on Industrial Electronics, vol. 62, n.3, 2015, pp.1943-1954.
https://doi.org/10.1109/tie.2014.2345337

K. Klimkowski, M. Dybkowski, A Fault Tolerant Control Structure for an Induction Motor Drive System, Automatika, vol. 57, no. 3, 2016, pp. 638-647.
https://doi.org/10.7305/automatika.2017.02.1642

K. Klimkowski, M. Dybkowski, A comparative analysis of the chosen speed sensor faults detectors for induction motor drives, The 18th International Conference on Electrical Drives and Power Electronics (EDPE), September 21-23, 2015, The High Tatras, Slovakia.
https://doi.org/10.1109/edpe.2015.7325316

Brandstetter, P., Sensorless Control of Induction Motor Using Modified MRAS, (2012) International Review of Electrical Engineering (IREE), 7 (3), pp. 4404-4411.


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