Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method
To improve the monitoring and diagnosis of stator faults at their early stages in induction motors, several methods have been developed, particularly parametric methods. This article thus proposes a new approach based on the Matrix Pencil method for high-resolution spectral analysis. This method aim...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-03-01
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| Series: | Results in Engineering |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2590123025003263 |
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| author | Mohamed Kouadria Zakaria Chedjara Chun-Lien Su Mohamed Benbouzid Josep M. Guerrero Babul Salam KSM Kader Ibrahim Hafiz Ahmed |
| author_facet | Mohamed Kouadria Zakaria Chedjara Chun-Lien Su Mohamed Benbouzid Josep M. Guerrero Babul Salam KSM Kader Ibrahim Hafiz Ahmed |
| author_sort | Mohamed Kouadria |
| collection | DOAJ |
| description | To improve the monitoring and diagnosis of stator faults at their early stages in induction motors, several methods have been developed, particularly parametric methods. This article thus proposes a new approach based on the Matrix Pencil method for high-resolution spectral analysis. This method aims to avoid the limitations of the classical method based on power spectral density estimation using the periodogram. Indeed, the proposed approach offers very high frequency resolution even for very short acquisition times, thus allowing improved detection even for low amplitudes. Furthermore, to optimize the calculation time of this method, the article suggests focusing the analysis only on the frequency band corresponding to the first rotor slot harmonics. This approach aims to avoid any interference with the frequency signatures of external factors, which are generally present at very low frequencies. The results obtained from simulation and experimental tests demonstrate the effectiveness and reliability of this new approach for detecting inter turns short-circuit faults in stator windings of the induction motor. |
| format | Article |
| id | doaj-art-de2a72a226de4f2cb89ff2bf54f4de25 |
| institution | Kabale University |
| issn | 2590-1230 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Results in Engineering |
| spelling | doaj-art-de2a72a226de4f2cb89ff2bf54f4de252025-02-10T04:34:46ZengElsevierResults in Engineering2590-12302025-03-0125104240Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil methodMohamed Kouadria0Zakaria Chedjara1Chun-Lien Su2Mohamed Benbouzid3Josep M. Guerrero4Babul Salam KSM Kader Ibrahim5Hafiz Ahmed6Faculty of Applied Sciences, 14000, Ibn Khaldoun University of Tiaret AlgeriaDepartment of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, TaiwanDepartment of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung City 807618, TaiwanUuniversity of Brest, UMR CNRS 6027 IRDL, 29238 Brest, FranceDepartment of Energy Technology, Aalborg University, 9220 Aalborg, DenmarkGUST Engineering & Applied Innovation Research Centre (GEAR), Gulf University for Science & Technology, Mishref 32093, Kuwait; Corresponding author.School of Electrical and Electronic Engineering, The University of Sheffield, Sheffield, UKTo improve the monitoring and diagnosis of stator faults at their early stages in induction motors, several methods have been developed, particularly parametric methods. This article thus proposes a new approach based on the Matrix Pencil method for high-resolution spectral analysis. This method aims to avoid the limitations of the classical method based on power spectral density estimation using the periodogram. Indeed, the proposed approach offers very high frequency resolution even for very short acquisition times, thus allowing improved detection even for low amplitudes. Furthermore, to optimize the calculation time of this method, the article suggests focusing the analysis only on the frequency band corresponding to the first rotor slot harmonics. This approach aims to avoid any interference with the frequency signatures of external factors, which are generally present at very low frequencies. The results obtained from simulation and experimental tests demonstrate the effectiveness and reliability of this new approach for detecting inter turns short-circuit faults in stator windings of the induction motor.http://www.sciencedirect.com/science/article/pii/S2590123025003263Matrix pencil methodShort circuit faultDiagnosisInduction motor |
| spellingShingle | Mohamed Kouadria Zakaria Chedjara Chun-Lien Su Mohamed Benbouzid Josep M. Guerrero Babul Salam KSM Kader Ibrahim Hafiz Ahmed Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method Results in Engineering Matrix pencil method Short circuit fault Diagnosis Induction motor |
| title | Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method |
| title_full | Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method |
| title_fullStr | Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method |
| title_full_unstemmed | Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method |
| title_short | Diagnosis of induction motor stator faults around rotor slot harmonics using the Matrix Pencil method |
| title_sort | diagnosis of induction motor stator faults around rotor slot harmonics using the matrix pencil method |
| topic | Matrix pencil method Short circuit fault Diagnosis Induction motor |
| url | http://www.sciencedirect.com/science/article/pii/S2590123025003263 |
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