Sweep frequency response analysis of three-phase induction motors using high frequency circuit model
Three-phase induction motor (TPIM) is one of the most important and expensive component in many industries. If a failure happens in service, the impact can be far reaching. Resulting in prolonged downtimes and expensive repairs. Sweep frequency response analysis (SFRA) is a new method that is being...
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Elsevier
2024-12-01
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| Series: | e-Prime: Advances in Electrical Engineering, Electronics and Energy |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772671124004054 |
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| author | Rizwanullah Khan Mohd Fairouz Mohd Yousof Salem Al-Ameri Rahisham Abd-Rahman Norhafiz Azis |
| author_facet | Rizwanullah Khan Mohd Fairouz Mohd Yousof Salem Al-Ameri Rahisham Abd-Rahman Norhafiz Azis |
| author_sort | Rizwanullah Khan |
| collection | DOAJ |
| description | Three-phase induction motor (TPIM) is one of the most important and expensive component in many industries. If a failure happens in service, the impact can be far reaching. Resulting in prolonged downtimes and expensive repairs. Sweep frequency response analysis (SFRA) is a new method that is being proposed to assess the condition of windings in motors. This paper proposes an approach for measuring the SFRA of the TPIMs using its high frequency (HF) circuit model. It also introduces an easy and efficient way to estimate the parameter values of the HF model based on the data from the SFRA test. The method first simulates the HF model and then aligns the simulated SFRA curve with the experimental one by adjusting the parameter values. This adjustment is based on individual parameter effects on the SFRA signature. The aim of this paper is to understand the SFRA signatures of TPIMs by using both experimental and simulation methods. SFRA measurements are carried out on two TPIMs (1 HP and 3 HP) under the same phases (U1U2, V1V2, W1W2) and different phase connections (U1V1, U1W1, V1W1). This paper utilizes two statistical indicators, Absolute Sum of Logarithmic Error (ASLE) and Correlation Coefficient (CC), for interpreting SFRA signatures. The CC values, ranging from 0.98 to 0.99, and the ASLE values, between 0.4 and 1.5 dB, indicate a good agreement between the measured and simulated SFRA signatures. This validates that the proposed HF model is accurate and can be applied to SFRA measurements for any rating of TPIM. This accuracy is verified in this paper using two different rating TPIMs. |
| format | Article |
| id | doaj-art-465c2a63bc2449c28e92f06b79b09b85 |
| institution | DOAJ |
| issn | 2772-6711 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | e-Prime: Advances in Electrical Engineering, Electronics and Energy |
| spelling | doaj-art-465c2a63bc2449c28e92f06b79b09b852025-08-20T02:49:04ZengElseviere-Prime: Advances in Electrical Engineering, Electronics and Energy2772-67112024-12-011010082510.1016/j.prime.2024.100825Sweep frequency response analysis of three-phase induction motors using high frequency circuit modelRizwanullah Khan0Mohd Fairouz Mohd Yousof1Salem Al-Ameri2Rahisham Abd-Rahman3Norhafiz Azis4Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia; Corresponding authors.Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia; Corresponding authors.Department of Electrical and Computer Engineering, Curtin University, Miri Sarawak, 98009, MalaysiaFaculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, MalaysiaFaculty of Engineering Universiti Putra Malaysia, 43400 Serdang, Selangor, MalaysiaThree-phase induction motor (TPIM) is one of the most important and expensive component in many industries. If a failure happens in service, the impact can be far reaching. Resulting in prolonged downtimes and expensive repairs. Sweep frequency response analysis (SFRA) is a new method that is being proposed to assess the condition of windings in motors. This paper proposes an approach for measuring the SFRA of the TPIMs using its high frequency (HF) circuit model. It also introduces an easy and efficient way to estimate the parameter values of the HF model based on the data from the SFRA test. The method first simulates the HF model and then aligns the simulated SFRA curve with the experimental one by adjusting the parameter values. This adjustment is based on individual parameter effects on the SFRA signature. The aim of this paper is to understand the SFRA signatures of TPIMs by using both experimental and simulation methods. SFRA measurements are carried out on two TPIMs (1 HP and 3 HP) under the same phases (U1U2, V1V2, W1W2) and different phase connections (U1V1, U1W1, V1W1). This paper utilizes two statistical indicators, Absolute Sum of Logarithmic Error (ASLE) and Correlation Coefficient (CC), for interpreting SFRA signatures. The CC values, ranging from 0.98 to 0.99, and the ASLE values, between 0.4 and 1.5 dB, indicate a good agreement between the measured and simulated SFRA signatures. This validates that the proposed HF model is accurate and can be applied to SFRA measurements for any rating of TPIM. This accuracy is verified in this paper using two different rating TPIMs.http://www.sciencedirect.com/science/article/pii/S2772671124004054Sweep frequency response analysisHigh frequency modelThree phase Induction motorsStatistical analysis |
| spellingShingle | Rizwanullah Khan Mohd Fairouz Mohd Yousof Salem Al-Ameri Rahisham Abd-Rahman Norhafiz Azis Sweep frequency response analysis of three-phase induction motors using high frequency circuit model e-Prime: Advances in Electrical Engineering, Electronics and Energy Sweep frequency response analysis High frequency model Three phase Induction motors Statistical analysis |
| title | Sweep frequency response analysis of three-phase induction motors using high frequency circuit model |
| title_full | Sweep frequency response analysis of three-phase induction motors using high frequency circuit model |
| title_fullStr | Sweep frequency response analysis of three-phase induction motors using high frequency circuit model |
| title_full_unstemmed | Sweep frequency response analysis of three-phase induction motors using high frequency circuit model |
| title_short | Sweep frequency response analysis of three-phase induction motors using high frequency circuit model |
| title_sort | sweep frequency response analysis of three phase induction motors using high frequency circuit model |
| topic | Sweep frequency response analysis High frequency model Three phase Induction motors Statistical analysis |
| url | http://www.sciencedirect.com/science/article/pii/S2772671124004054 |
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