A Proposed Approach for Separation between Short Circuit Fault, Magnetic Saturation Phenomenon and Supply Unbalance in Permanent Magnet Synchronous Motor

Document Type : Original Article

Authors

1 Electrical Engineering Faculty, Diagnosis Group, LDEE Laboratory, University of Sciences and Technology of Oran (USTO-MB), Algeria

2 Electrical Engineering Department, L2GEGI Laboratory, University of Ibn-Khaldoun of Tiaret, Algeria

Abstract

This paper proposes a new approach for discrimination between short circuit fault, magnetic saturation phenomenon and supply voltage unbalance in permanent magnet synchronous motor. This proposed approach is based on tracking the simultaneous position in the polar coordinates of the amplitude and phase angle of the voltage and current indicator FFT signals of the harmonics characterizing the three phenomena. The voltage indicator set using three supply voltages to check the status of the power source. In the same way, the current indicator defined using three line currents to discriminate between the short circuit fault and the magnetic saturation phenomenon. To highlight the effectiveness and the capability of this approach, a series of simulations are performed on signals obtained from a permanent magnet synchronous motor mathematical model. This model is based on a 2D-extension of the modified winding function approach.

Keywords

References

1.     M’hamed, L., Zakaria, G. and Khireddine, D. “A Robust Sensorless Control of PMSM Based on Sliding Mode Observer and Model Reference Adaptive System.” International Journal of Power Electronics and Drive System (IJPEDS), Vol. 8, No. 3, (2017), 1016–1025. https://doi.org/10.11591/ijpeds.v8i3.pp1016-1025
2.     Faiz, J., and Hassan-Zadeh, M. R. “Impacts of eccentricity fault on permanent magnet generators for distributed generation.” In Proceedings - 2017 International Conference on Optimization of Electrical and Electronic Equipment, OPTIM 2017 and 2017 Intl Aegean Conference on Electrical Machines and Power Electronics, ACEMP 2017, (2017), 434–441. https://doi.org/10.1109/OPTIM.2017.7975008
3.     Arehpanahi, M., and Kheiry, E. “A New Optimization of Segmented Interior Permanent Magnet Synchronous Motor Based on Increasing Flux Weakening Range and Output Torque (Research Note).” International Journal of Engineering - Transactions C: Aspects, Vol. 33, No. 6, (2020), 1122–1127. https://doi.org/10.5829/ije.2020.33.06c.09
4.     Arish, N., and Teymoori, V. “Development of Linear Vernier Hybrid Permanent Magnet Machine for Wave Energy Converter.” International Journal of Engineering - Transactions B: Applications, Vol. 33, No. 5, (2020), 805–813. https://doi.org/10.5829/IJE. 2020.33.05B.12
5.     Faiz, J., and Exiri, S. A. H. “Short-circuit fault diagnosis in permanent magnet synchronous motors- an overview.” In ACEMP 2015: Aegean Conference on Electrical Machines and Power Electronics, OPTIM 2015: Optimization of Electrical and Electronic Equipment and ELECTROMOTION 2015: International Symposium on Advanced Electromechanical Motion Systems, (2015), 18–27. https://doi.org/10.1109/OPTIM.2015.7427038
6.     Zafarani, M., Bostanci, E., Qi, Y., Goktas, T., and Akin, B. “Interturn short-circuit faults in permanent magnet synchronous machines: An extended review and comprehensive analysis.” IEEE Journal of Emerging and Selected Topics in Power Electronics. Vol. 6, No. 4, (2018), 2173-2191. https://doi.org/10.1109/JESTPE.2018.2811538
7.     Qi, Y., Bostanci, E., Gurusamy, V., and Akin, B. “A Comprehensive Analysis of Short-Circuit Current Behavior in PMSM Interturn Short-Circuit Faults.” IEEE Transactions on Power Electronics, Vol. 33, No. 12, (2018), 10784–10793. https://doi.org/10.1109/tpel.2018.2809668
8.     Haddad, R. Z., and Strangas, E. G. “On the Accuracy of Fault Detection and Separation in Permanent Magnet Synchronous Machines Using MCSA/MVSA and LDA.” IEEE Transactions on Energy Conversion. Vol. 31, No. 3, (2016), 924-934. https://doi.org/10.1109/TEC.2016.2558183
9.     Çira, F., Arkan, M., and Gümüş, B. “A new approach to detect stator fault in permanent magnet synchronous motors.” In Proceedings - SDEMPED 2015: IEEE 10th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, (2015), 316–321. https://doi.org/10.1109/DEMPED.2015.7303708
10.   Li, H., Hang, J., Fang, J., Zhang, P., Ding, S., and Wang, Q. “Inter-turn fault diagnosis of permanent magnet synchronous machine based on variational mode decomposition.” In Proceedings of the 13th IEEE Conference on Industrial Electronics and Applications, ICIEA 2018, (2018), 2422–2425. https://doi.org/10.1109/ICIEA.2018.8398115
11.   Hang, J., Zhang, J., Cheng, M., and Huang, J. “Online Interturn Fault Diagnosis of Permanent Magnet Synchronous Machine Using Zero-Sequence Components.” IEEE Transactions on Power Electronics, Vol. 30, No. 12, (2015), 6731–6741. https://doi.org/10.1109/TPEL.2015.2388493
12.   Jeong, H., Lee, H., and Kim, S. W. “Classification and Detection of Demagnetization and Inter-Turn Short Circuit Faults in IPMSMs by Using Convolutional Neural Networks.” In 2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018, (2018), 3249–3254. https://doi.org/10.1109/ECCE.2018.8558191
13.   Li, X., Han, L., Xu, H., Yang, Y., and Xiao, H. “Rolling Bearing Fault Analysis by Interpolating Windowed DFT Algorithm.” International Journal of Engineering - Transactions A: Basics, Vol. 32, No. 1, (2018), 121–126. https://doi.org/10.5829/ije.2019.32.01a.16
14.   Heidari, M. “Fault Detection of Bearings Using a Rule-based Classifier Ensemble and Genetic Algorithm.” International Journal of Engineering - Transactions A: Basics, Vol. 30, No. 4, (2017), 604–609. https://doi.org/10.5829/idosi.ije.2017.30.04a.20
15.   Zaza, G., Hammou, A. D., Benchatti, A., and Saiah, H. “Fault Detection Method on a Compressor Rotor Using the Phase Variation of the Vibration Signal.” International Journal of Engineering - Transactions B: Applications, Vol. 30, No. 8, (2017), 1176–1181. https://doi.org/10.5829/ije.2017.30.08b.09
16.   Eftekhari, M. “The Effect of Damping and Stiffness of Bearing on the Natural Frequencies of Rotor-bearing System.” International Journal of Engineering - Transactions C: Aspects, Vol. 30, No. 3, (2017), 448–455. https://doi.org/10.5829/idosi.ije.2017.30.03c.15
17.   Refaat, S. S., Abu-Rub, H., Saad, M. S., Aboul-Zahab, E. M., and Iqbal, A. “Discrimination of stator winding turn fault and unbalanced supply voltage in permanent magnet synchronous motor using ANN.” In International Conference on Power Engineering, Energy and Electrical Drives, (2013), 858–863. https://doi.org/10.1109/PowerEng.2013.6635722
18.   Aberkane, M., Benouzza, N., Bendiabdellah, A., and Boudinar, A. H. “Discrimination between supply unbalance and stator short-circuit of an induction motor using neural network.” International Review of Automatic Control, Vol. 10, No. 5, (2017), 451–460. https://doi.org/10.15866/ireaco.v10i5.11912
19.   Harir, M., Bendiabdellah, A., and Boudinar, A. H. “A proposed technique for discrimination between saturation phenomenon and short-circuit faults in induction motor.” International Review on Modelling and Simulations, Vol. 11, No. 5, (2018), 333–342. https://doi.org/10.15866/iremos.v11i5.15465
20.   Zhang, C., Luo, L., He, J., and Liu, N. “Analysis of the short-circuit fault characteristics of permanent magnet synchronous machines.” In Proceedings - 2015 Chinese Automation Congress, CAC 2015, (2015) 1913–1917. https://doi.org/10.1109/CAC.2015.7382816
21.   Gherabi, Z., Toumi, D., Benouzza, N., and Henini, N. “Modeling and Diagnosis of Stator Winding Faults in PMSM using Motor Current Signature Analysis.” In Proceedings 2019 International Aegean Conference on Electrical Machines and Power Electronics, ACEMP 2019 and 2019 International Conference on Optimization of Electrical and Electronic Equipment, OPTIM 2019, (2019), 227–232. https://doi.org/10.1109/ACEMP-OPTIM44294.2019.9007162
22.   Lai, C., Aiswarya, B., Vicki, B., Lakshmi Varaha Iyer, K., and Kar, N. C. “Analysis of stator winding inter-turn short-circuit fault in interior and surface mounted permanent magnet traction machines.” In 2014 IEEE Transportation Electrification Conference and Expo: Components, Systems, and Power Electronics - From Technology to Business and Public Policy, ITEC 2014, (2014), 1-6. https://doi.org/10.1109/itec.2014.6861775
23.   Liang, W., Fei, W., and Luk, P. C. K. “An Improved Sideband Current Harmonic Model of Interior PMSM Drive by Considering Magnetic Saturation and Cross-Coupling Effects.” IEEE Transactions on Industrial Electronics, Vol. 63, No. 7, (2016), 4097–4104. https://doi.org/10.1109/TIE.2016.2540585
24.   Nandi, S. “An Extended Model of Induction Machines with Saturation Suitable for Fault Analysis.” In Conference Record - IAS Annual Meeting (IEEE Industry Applications Society- Vol. 3), (2003), 1861–1868. https://doi.org/10.1109/ias.2003.1257822
25.   Gherabi, Z., Djilali, T., Benouzza, N., and Denai, M. “Stator Inter-Turn Short-Circuit and Eccentricity Faults Detection in Permanent Magnet Synchronous Motors Using Line Current Spectrum Analysis.” International Review of Electrical Engineering, Vol. 15, No. 1, (2020), 54–68. https://doi.org/10.15866/iree.v15i1.17638
26.   Refaat, S. S., Abu-Rub, H., Mohamed, A., and Trabelsi, M. “Investigation into the effect of unbalanced supply voltage on detection of stator winding turn fault in PMSM.” In Proceedings of the IEEE International Conference on Industrial Technology, (2017), 312–317. https://doi.org/10.1109/ICIT.2017.7913102
27.   Lee, C. Y. “Effects of unbalanced voltage on the operation performance of a three-phase induction motor.” IEEE Transactions on Energy Conversion, Vol. 14, No. 2, (1999), 202–208. https://doi.org/10.1109/60.766984
28.   Sahu, S., Dash, R. N., Panigrahi, C. K., and Subudhi, B. “Unbalanced voltage effects and its analysis on an induction motor.” In IEEE International Conference on Innovative Mechanisms for Industry Applications, ICIMIA 2017 - Proceedings, (2017), 263–268. https://doi.org/10.1109/ICIMIA.2017.7975616
29.   Nandi, S., Toliyat, H. A., and Parlos, A. G. “Performance analysis of a single phase induction motor under eccentric conditions.” In Conference Record - IAS Annual Meeting (IEEE Industry Applications Society) (Vol. 1), (1997), 174–181. https://doi.org/10.1109/ias.1997.643024
30.   Joksimović, G. M., Durović, M. D., Penman, J., and Arthur, N. “Dynamic simulation of dynamic eccentricity in induction machines - winding function approach.” IEEE Transactions on Energy Conversion, Vol. 15, No. 2, (2000), 143–148. https://doi.org/10.1109/60.866991
31.   Liang, Z., Liang, D., and Jia, S. “Inductance Calculation for the Symmetrical Non-Salient Dual Three-Phase PMSM Based on Winding Function Approach.” In ICEMS 2018 - 2018 21st International Conference on Electrical Machines and Systems, (2018), 269–274. https://doi.org/10.23919/ICEMS.2018.8549109
32.   Gherabi, Z., Benouzza, N., Toumi, D., and Bendiabdellah, A. “Eccentricity Fault diagnosis in PMSM using Motor Current Signature Analysis.” In Proceedings 2019 International Aegean Conference on Electrical Machines and Power Electronics, ACEMP 2019 and 2019 International Conference on Optimization of Electrical and Electronic Equipment, OPTIM 2019, (2019), 205–210. https://doi.org/10.1109/ACEMP-OPTIM44294.2019.9007164
International Journal of Engineering
Volume 33, Issue 10
TRANSACTIONS A: Basics
October 2020
Pages 1968-1977

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