Application of ANFIS and ANN for partial discharge localization in oil through acoustic emission

• Main Authors: Hashim, Ahmad Hafiz Mohd, Azis, Norhafiz, Jasni, Jasronita, Radzi, Mohd Amran Mohd, Kozako, Masahiro, Jamil, Mohamad Kamarol Mohd, Yaakub, Zaini
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/106638/1/Application%20of%20ANFIS%20and%20ANN.pdf; http://psasir.upm.edu.my/id/eprint/106638/; https://ieeexplore.ieee.org/document/10092794/
• Institution: Universiti Putra Malaysia

This article presents an examination on the acoustic partial discharge (PD) localization in oil based on adaptive neuro-fuzzy inference system (ANFIS) and artificial neural network (ANN) approaches. Impedance matching circuit (IMC) was used to measure the electrical PD. The acoustic PD was obtained...