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Model-based design of stator winding inter-turn short circuit faultsin induction motors |
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| รหัสดีโอไอ | |
| Creator | 1. Marut Raksa 2. Kiattisak Sengchuai 3. Anuwat Prasertsit 4. Nattha Jindapetch |
| Title | Model-based design of stator winding inter-turn short circuit faultsin induction motors |
| Publisher | Research and Development Office, Prince of Songkla University |
| Publication Year | 2564 |
| Journal Title | Songklanakarin Journal of Science an Technology (SJST) |
| Journal Vol. | 43 |
| Journal No. | 6 |
| Page no. | 1764-1771 |
| Keyword | induction motor, model-based design, stator winding fault, motor current signature analysis, artificial neural network |
| URL Website | https://rdo.psu.ac.th/sjst/index.php |
| ISSN | 0125-3395 |
| Abstract | This paper presents modelling and simulation of the inter-turn short circuit fault in stator winding of a three-phaseinduction motor. The modeling of the induction motor with the inter-turn short circuit fault was efficiently implemented withdeveloped MATLAB software. The investigation results were obtained from test setup of two 0.37 kW and 2.2 kW, 380/220 Vsquirrel-cage induction motors. The simulation results of the induction motor model were in good agreement with experimentalresults in the laboratory. The generated fault signals were used to train an artificial neural network (ANN) for inter-turn shortcircuit fault detection. From the experimental results, the ANN can detect the faults with up to 96 % accuracy. Based on theproposed model, various applications can be developed for fault monitoring and fault detection of induction motors. |
