IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS
Abstract & Details
Research Area
Engineering
Keywords
Fault Detection
Transformer Model
Finite Elements Method
Mechanical Vibration
Neural Networks.
Abstract
Power system is a complex system in both structure and operation. Any incident during the system operation affects the reliability of power supply, power quality and may cause great losses. The power transformers are key elements of a power system. Thus, the online identification of the transformers’ status helps us to early diagnose the possible malfunctions, thereby will help to reduce economic losses and improve the reliability. This makes the online identification at great desire. This paper presents a method of supervising and detecting the faults in a distribution 22/0.4kV transformer based on electrical and vibration signals. The data samples are simulated using ANSYS software, the classical artificial neural network MLP is used as the classifier. The numerical results show the correctness of the proposed solutions
License
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Commons
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Dao Duy Yen1 | Thai Nguyen University of Technology, Thai Nguyen city, Viet Nam |
| 2 | Nguyen Nam Trung2 | Thai Nguyen University of Technology, Thai Nguyen city, Viet Nam |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Yen1, Dao Duy & Trung2, Nguyen Nam (2024). IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 4412-4417.
MLA Style
Yen1, Dao Duy, and Nguyen Nam Trung2. "IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 4412-4417.
IEEE Style
Dao Duy Yen1 and Nguyen Nam Trung2, "IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 4412-4417, 2024.
Vancouver Style
Yen1 Dao Duy, Trung2 Nguyen Nam. IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):4412-4417.
Harvard Style
Yen1, Dao Duy & Trung2, Nguyen Nam (2024) 'IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 4412-4417.
Chicago Style
Yen1, Dao Duy and Nguyen Nam Trung2. "IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 4412-4417.
Turabian Style
Yen1, Dao Duy and Nguyen Nam Trung2. "IMPLEMENTATION OF A SOLUTION FOR FAULT DIAGNOSIS IN 3-PHASE TRANSFORMERS USING INTELLIGENT SIGNAL PROCESSING METHODS." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 4412-4417.
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