Locating Earth Fault of Synchronous Generator Using Wavelet Transform and ANFIS

Amany. H. Helal; Ehab. F. Badran; Hamdy. A. Ashour

Locating Earth Fault of Synchronous Generator Using Wavelet Transform and ANFIS

Authors

Amany. H. Helal Department of Studies and Researches, WDEPC, Alexandria, Egypt
Ehab. F. Badran Department of Electronics and Communication Engineering, AAST, Egypt
Hamdy. A. Ashour Department of Electrical and Control Engineering, AAST, Egypt

Keywords:

Synchronous generator, fault detection, WT, ANFIS

Abstract

Synchronous generators are considered the most important part in power generation equipment, hence protecting them is a high priority issue. This paper introduces a technique to detect and locate synchronous generators' earth fault using wavelet transform (WT) as a tool of features extraction and classification by Adaptive Neuro Fuzzy Inference System ANFIS. WT and ANFIS approaches have been illustrated using Simulink/Matlab for validation and proof of the concept.

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Published

2023-09-25

How to Cite

Amany. H. Helal, Ehab. F. Badran, & Hamdy. A. Ashour. (2023). Locating Earth Fault of Synchronous Generator Using Wavelet Transform and ANFIS. Journal of Advanced Research Design, 49(1), 1–6. Retrieved from https://akademiabaru.com/submit/index.php/ard/article/view/4874