Stator Inter-Turn Short-Circuit and Eccentricity Faults Detection in Permanents Magnets Synchronous Motors Using Line Current Spectrum Analysis
Stator inter-turn short-circuit and Eccentricity faults are among the most common types of faults encountered in permanent magnet synchronous motors. This paper proposes a new method for the diagnosis of these types of faults based on the motor current signature analysis. A mathematical model based on the modified winding function approach has been developed to model the healthy PMSM, considering the effect of the magnetic saturation phenomenon and in the presence of inter-turns short-circuits and eccentricity faults. In order to highlight the interest of the model employed and the efficiency of the spectral analysis technique of the stator current, a series of simulations are performed in the different operation modes (Healthy and faulty operation modes).
Copyright © 2020 Praise Worthy Prize - All rights reserved.
L. M’hamed, G. Zakaria, and D. Khireddine, A Robust Sensorless Control of PMSM Based on Sliding Mode Observer and Model Reference Adaptive System, Int. J. Power Electron. Drive Syst. IJPEDS, vol. 8, no 3, p. 1016–1025, 2017.
Faiz and M. R. Hassan-Zadeh, Impacts of eccentricity fault on permanent magnet generators for distributed generation, in International Conference on Optimization of Electrical and Electronic Equipment, Intl Aegean Conference on Electrical Machines and Power Electronics (ACEMP), p. 434–441, 2017.
H. Zhou, G. Liu, and W. Zhao, Dynamic Performance Improvement of Five-Phase Permanent-Magnet Motor With Short-Circuit Fault, IEEE Trans. Ind. Electron, vol. 65, no 1, p. 145–155, 2018.
J. Zheng, Z. Wang, D. Wang, and Y. Li, Review of fault diagnosis of PMSM drive system in electric vehicles, in Proceedings of the 36th Chinese Control Conference, China, p. 7426–7432, July 26-28, 2017.
J. Faiz and S. A. H. Exiri, Short-circuit fault diagnosis in permanent magnet synchronous motors- an overview, in Intl Aegean Conference on Electrical Machines Power Electronics (ACEMP), 2015 Intl Conference on Optimization of Electrical Electronic Equipment (OPTIM) Intl Symposium on Advanced Electromechanical Motion Systems, p. 18–27, 2015.
M. Zafarani, E. Bostanci, Y. Qi, T. Goktas and B. Akin, Interturn Short-Circuit Faults in Permanent Magnet Synchronous Machines: An Extended Review and Comprehensive Analysis, in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 6, no. 4, pp. 2173-2191, Dec. 2018.
H. Jeong, H. Lee and S. W. Kim, “Classification and Detection of Demagnetization and Inter-Turn Short Circuit Faults in IPMSMs by Using Convolutional Neural Networks, 2018 IEEE Energy Conversion Congress and Exposition (ECCE), Portland, OR, 2018, pp. 3249-325.
B. M. Ebrahimi, M. J. Roshtkhari, J. Faiz, and S. V. Khatami, Advanced eccentricity fault recognition in permanent magnet synchronous motors using stator current signature analysis, IEEE Trans. Ind. Electron., vol. 61, no 4, p. 2041–2052, 2014.
K. Alameh, N. Cité, G. Hoblos, and G. Barakat, Vibration-based fault diagnosis approach for permanent magnet synchronous motors, IFAC-Pap., vol. 48, n° 21, p. 1444–1450, 2015.
A. Zhang, Y. Bai, B. Yang, and H. Li, Analysis of Nonlinear Vibration in Permanent Magnet Synchronous Motors under Unbalanced Magnetic Pull, Appl. Sci., vol. 8, no 1, p. 113,131, 2018.
R. Z. Haddad, E. G. Strangas, On the accuracy of fault detection and separation in permanent magnet synchronous machines using MCSA/MVSA and LDA, IEEE Trans. Energy Convers., vol. 31, no. 3, pp. 924-934, Sep. 2016.
Z. Liu, J. Huang and S. He, Diagnosis of air-gap eccentricity and partial demagnetisation of an interior permanent magnet synchronous motor based on inverse transient complex inductance vector theory, in IET Electric Power Applications, vol. 12, no. 8, pp. 1166-1175, 9 2018.
J. Faiz, A. H. Exiri, and H. Nejadi-Koti, Current-based inter-turn short circuit fault modeling in permanent magnet synchronous machine using magnetic equivalent circuit model, in 10th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG), p. 265–270, 2016.
W. Liang and W. Fei, An improved sideband current harmonic model of interior PMSM drive by considering magnetic saturation and cross-coupling effects, IEEE Trans. Ind. Electron., vol. 63, no 7, p. 4097–4104, 2016.
Kouadria, M., Boudinar, A., Bendiabdellah, A., Benouzza, N., Induction Motor Stator Fault Diagnosis by Rotor Slots Harmonics Tracking Using Prony Improved Approach, (2017) International Review of Automatic Control (IREACO), 10 (4), pp. 296-305.
Azouzi, K., Boudinar, A., Bendiabdellah, A., Detection of Bearing Faults in Induction Motor by a Combined Approach SVD-Kalman Filter, (2018) International Review of Automatic Control (IREACO), 11 (1), pp. 14-22.
Mazari, M., Boudinar, A., Mazari, B., Effect of Open Circuit Fault on PMSM Drive Controlled by Sliding Mode Control and Feedback Linearization Using Time and Frequency Analysis, (2018) International Review on Modelling and Simulations (IREMOS), 11 (4), pp. 235-244.
Khodja, M., Boudinar, A., Bendiabdellah, A., Effect of Kaiser Window Shape Parameter for the Enhancement of Rotor Faults Diagnosis, (2017) International Review of Automatic Control (IREACO), 10 (6), pp. 461-467.
C. Lai, A. Balamurali, V. Bousaba, and K. L. V. Iyer, Analysis of stator winding inter-turn short-circuit fault in interior and surface mounted permanent magnet traction machines, in Transportation Electrification Conference and Expo (ITEC), IEEE, p. 1–6, 2014.
G. Vinson, M. Combacau, T. Prado, and P. Ribot, Permanent magnets synchronous machines faults detection and identification, in 38th Annual Conference on Industr, IEEE ial Electronics Society IECON, p. 3925–3930, 2012.
A. Djerdir, J. A. Farooq, A. Rezig, and A. Miraoui, Faults in permanent magnet traction motors: State of the art and modelling approaches, in Power and Energy Society General Meeting, IEEE, p. 1–5, 2010.
G. Mirzaeva and K. Saad, Ac motor instrumentation and main air gap flux measurement for fault diagnostics, in Power Engineering Conference (AUPEC), Australasian Universities, p. 1–6, 2013.
J. Hang, J. Zhang, M. Cheng, and J. Huang, Online inter-turn fault diagnosis of permanent magnet synchronous machine using zero sequence components, IEEE Trans. Power Electron., vol. 30, no. 12, pp. 6731-6741, Dec. 2015
Z. Gherabi, N. Benouzza, D. Toumi, A. Bendiabdellah, Eccentricity Fault diagnosis in PMSM using Motor Current Signature Analysis, in Intl Aegean Conference on Electrical Machines Power Electronics (ACEMP), Intl Conference on Optimization of Electrical Electronic Equipment (OPTIM), 27-29 August 2019, Istanbul, Turkey.
B. M. Ebrahimi and J. Faiz, Magnetic field and vibration monitoring in permanent magnet synchronous motors under eccentricity fault, IET Electr. Power Appl., vol. 6, n° 1, p. 35–45, 2012.
W. S. Abu-Elhaija, J. Faiz, and B. M. Ebrahimi, Analytical prediction of instantaneous torque and speed for induction motors with mixed-eccentricity fault using magnetic-field equations, Electromagnetics, vol. 30, n° 6, p. 525–540, 2010.
S. Nandi, H. A. Toliyat, and A. G. Parlos, Performance analysis of a single phase induction motor under eccentric conditions, in Thirty-Second Industry Applications Conference IAS, vol 1, p. 174–181, 1997.
Harir, M., Bendiabdellah, A., Induction Motor Faults Diagnosis when Considering Bars Skew and Saturation Effects, (2019) International Journal on Energy Conversion (IRECON), 7 (1), pp. 18-28.
Harir, M., Bendiabdellah, A., Boudinar, A., A Proposed Technique for Discrimination between Saturation Phenomenon and Short-Circuit Faults in Induction Motor, (2018) International Review on Modelling and Simulations (IREMOS), 11 (5), pp. 333-342.
J. Gojko, M. W. Thomas, S. Goran, and Z. Ana, Dynamic Model of Surface Mounted Permanent Magnet Synchronous Machine, in Proceedings of 1st International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2014, Vrnjačka Banja, Serbia, June 2 – 5, 2014.
Z. Liang, D. Liang, and S. Jia, Inductance Calculation for the Symmetrical Non-Salient Dual Three-Phase PMSM Based on Winding Function Approach, in 21st International Conference on Electrical Machines and Systems (ICEMS), p. 269–274, 2018.
Z. Gherabi, D. Toumi, N. Benouzza, N. Henini, Modeling and Diagnosis of Stator Winding Faults in PMSM using Motor Current Signature Analysis, in Intl Aegean Conference on Electrical Machines Power Electronics (ACEMP), 2019 Intl Conference on Optimization of Electrical Electronic Equipment (OPTIM), 27-29 August 2019, Istanbul, Turkey.
F. Klute and T. Jonsky, Third harmonic current injection into highly saturated multi-phase machines, Arch. Electr. Eng., vol. 66, n° 1, p. 179–187, 2017.
W. Liang, W. Fei, and P. C. K. Luk, An Improved Sideband Current Harmonic Model of Interior PMSM Drive by Considering Magnetic Saturation and Cross-Coupling Effects, IEEE Trans. Ind. Electron, vol. 63, no 7, p. 4097 4104, juill. 2016.
S. Nandi, An extended model of induction machines with saturation suitable for fault analysis, in 38th IAS Annual Meeting on Conference Record of the Industry Applications Conference, p. 1861 1868, 2003.
Aberkane, M., Benouzza, N., Bendiabdellah, A., Boudinar, A., Discrimination between Supply Unbalance and Stator Short-Circuit of an Induction Motor Using Neural Network, (2017) International Review of Automatic Control (IREACO), 10 (5), pp. 451-460.
- There are currently no refbacks.
Please send any question about this web site to firstname.lastname@example.org
Copyright © 2005-2020 Praise Worthy Prize