The DOI matches its Crossref record; 24 of the 24 references it cites were found in a registry or an index.
Demagnetization Fault Diagnosis in Surface Mounted Permanent Magnet Synchronous Motors
Abstract
In this paper, a novel method is proposed to detect demagnetization fault in surface mounted permanent magnet synchronous motors (SMPMSMs). Hence, a theoretical analysis is presented for feature extraction and pattern recognition via torque analysis. In this analysis, impacts of the saturation profile, stator slots and the fault severity are taken into account. So, using torque spectra, an efficient index is introduced for demagnetization fault diagnosis in SMPMSMs. Based on the extracted features and the recognized pattern, time delay embedding (TDE) approach as a competent data mining technique is utilized to process the developed torque. Then, a criterion function is proposed to detect demagnetization fault. Furthermore, this criterion is used to estimate fault severity and determine demagnetization percentage. The two-dimensional (2-D) time stepping finite element method (TSFEM) is employed to model the SMPMSM under different demagnetization levels. The 3-D TSFEM is used to prove the theoretical and 2-D TSFEM results.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The TDE method has significant limitations because different failures can induce the same characteristic frequencies, which significantly impedes detection and distinguishing of failures.
“They result from the fact that in the case of current (torque) signal analysis methods, different failures can induce the same characteristic frequencies, which significantly impedes the detection and distinguishing of failures.”
From Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges (2022) · cites this paper as [114]
The TDE method does not require additional equipment and is non-invasive.
“Although this method does not require any additional equipment and is non-invasive (motor torque is estimated on the basis of current measurement and flux estimation in the control system), it has significant limitations.”
From Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges (2022) · cites this paper as [114]
Citations
Cites
Quantitative evaluation of induction motor broken bars by means of electrical signature analysis
Bellini, A., Filippetti, F., Franceschini, G., Tassoni, C., & Kliman, G. B. (2001) · IEEE Transactions on Industry Applications · doi:10.1109/28.952499 · Cited by 489
Permanent Magnet Motor Technology
Gieras, J. F. (2009) · Electrical and computer engineering · doi:10.1201/9781420064414 · Cited by 399
Ruoho, S., Kolehmainen, J., Ikäheimo, J., & Arkkio, A. (2009) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2009.2033592 · Cited by 265
Ruiz, J.-R. R., García, J. R., Espinosa, A. G., & Romeral, L. (2009) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2009.2015942 · Cited by 231
Kim, K.-C., Lim, S., Koo, D. H., & Lee, J. (2006) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2006.879077 · Cited by 193
Urresty, J.-C., Riba, J.-R., Delgado, M., & Romeral, L. (2012) · IEEE Transactions on Energy Conversion · doi:10.1109/tec.2011.2176127 · Cited by 181
Modeling of saturated AC machines including air gap flux harmonic components
Moreira, J. C., & Lipo, T. A. (1992) · IEEE Transactions on Industry Applications · doi:10.1109/28.126740 · Cited by 181
Temperature-Dependent Demagnetization Model of Permanent Magnets for Finite Element Analysis
Zhou, P., Lin, D., Xiao, Y., et al. (2012) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2011.2172395 · Cited by 153
Kang, G.-H., Hur, J., Nam, H., et al. (2003) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2003.810330 · Cited by 139
Comprehensive Eccentricity Fault Diagnosis in Induction Motors Using Finite Element Method
Faiz, J., Ebrahimi, B. M., Akin, B., et al. (2009) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2009.2012812 · Cited by 130
Self-citationDorrell, D. G., Hsieh, M., & Knight, A. M. (2012) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2011.2175443 · Cited by 117
Ebrahimi, B. M., & Faiz, J. (2012) · IET Electric Power Applications · doi:10.1049/iet-epa.2010.0159 · Cited by 100
Self-citationDelgado-Prieto, M., Espinosa, A. G., Ruiz, J.-R. R., Urresty, J.-C., & Ortega, J. A. (2010) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2010.2066538 · Cited by 96
Farooq, J. A., Srairi, S., Djerdir, A., & Miraoui, A. (2006) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2006.870936 · Cited by 94
Rosu, M., Saitz, J., & Arkkio, A. (2005) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2005.848319 · Cited by 90
Bangura, J. F., Povinelli, R. J., Demerdash, N. A., & Brown, R. H. (2003) · IEEE Transactions on Industry Applications · doi:10.1109/tia.2003.814582 · Cited by 71
Effect of Magnetic Saturation on Static and Mixed Eccentricity Fault Diagnosis in Induction Motor
Faiz, J., Ebrahimi, B. M., & Toliyat, H. A. (2009) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2009.2016416 · Cited by 69
Self-citationAnalytical Modeling Approach to Detect Magnet Defects in Permanent-Magnet Brushless Motors
Farooq, J. A., Djerdir, A., & Miraoui, A. (2008) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2008.2001751 · Cited by 58
Configuration Impacts on Eccentricity Fault Detection in Permanent Magnet Synchronous Motors
Ebrahimi, B. M., & Faiz, J. (2012) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2011.2172977 · Cited by 53
Self-citationA Study on Improvement Magnetic Torque Characteristics of IPMSM for Direct Drive Washing Machine
Jin, C., Jung, D.-S., Kim, K., et al. (2009) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2009.2018667 · Cited by 49
Fu, W. N., & Ho, S. L. (2010) · IEEE Transactions on Applied Superconductivity · doi:10.1109/tasc.2009.2039787 · Cited by 48
Permanent Magnet Demagnetization Physics of a Variable Flux Memory Motor
Liu, H., Lin, H., Fang, S., et al. (2009) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2009.2021408 · Cited by 46
Analysis of Permanent Magnet Demagnetization Accounting for Minor $B\hbox{–}H$ Curves
Zhilichev, Y. N. (2008) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2008.2001343 · Cited by 20
Properties of various sintered rare earth-cobalt permanent magnets between -60° and +200°C
Abdelnour, Z., Mildrum, H. F., & Strnat, K. J. (1980) · IEEE Transactions on Magnetics · doi:10.1109/tmag.1980.1060663 · Cited by 15
Flagged first, then by citations
Research works printed but not linked: 1
- tipler, 1982, Physics, 1
Cited by
Sorted by citations
Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges
Orlowska-Kowalska, T., Wolkiewicz, M., Pietrzak, P., Skowron, M., Ewert, P., Tarchala, G., Krzysztofiak, M., & Kowalski, C. T. (2022) · IEEE Access · doi:10.1109/access.2022.3180153 · Cited by 328
“[114] Torque TDE radius of gyration in phase-space PDF, UDF, NINV, ON AOF, TEM, LS”
MethodFaiz, J., & Mazaheri-Tehrani, E. (2017) · IEEE Transactions on Industry Applications · doi:10.1109/tia.2016.2608950 · Cited by 207
Self-citationDemagnetization Fault Indexes in Permanent Magnet Synchronous Motors—An Overview
Faiz, J., & Nejadi-Koti, H. (2016) · IEEE Transactions on Magnetics · doi:10.1109/tmag.2015.2480379 · Cited by 119
Self-citationMoosavi, S. S., Djerdir, A., Amirat, Y. A., & Khaburi, D. A. (2015) · Journal of Magnetism and Magnetic Materials · doi:10.1016/j.jmmm.2015.04.062 · Cited by 96
Metadata
- Authors
- Ebrahimi, B. M., & Faiz, J.
- Affiliations
- University of Tehran (IR)
- ORCID
- Faiz, Jawad
- Venue
- IEEE Transactions on Magnetics
- Published
- 2013-03
- Volume
- 49
- Issue
- 3
- Pages
- 1185-1192
- ISSN
- 0018-9464 (ISSN-L)
- 1941-0069
- OpenAlex
- W2017484729
- Cited by
- 95
- References
- 24
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 10 · 2023: 12 · 2022: 11 · 2021: 9 · 2020: 2 · 2019: 6 · 2018: 8 · 2017: 8 · 2016: 5 · 2015: 11 · 2014: 1 · 2013: 1
- FWCI
- 6.03
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Magnetics (publishedVersion)
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Machine Fault Diagnosis Techniques
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Motor Design and Analysis
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Sensorless Control of Electric Motors
- Keywords
- surface-mounted permanent magnet synchronous motor, time-delay embedding, fault severity estimation, stator slots, criterion function, time-stepping finite element method
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
