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

QR Code

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

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...

Full description

Bibliographic Details
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/ http://psasir.upm.edu.my/id/eprint/106638/1/Application%20of%20ANFIS%20and%20ANN.pdf

Similar Items

Partial discharge localization in oil through acoustic emission technique utilizing fuzzy logic
by: Mohd Hashim, Ahmad Hafiz, et al.
Published: (2022)

Examination on acoustic emission partial discharge localization error rate in oil in the presence of pressboard
by: Mohd Hashim, Ahmad Hafiz, et al.
Published: (2023)

Partial discharge localization of refined bleached deodorized palm oil (RBDPO) based on acoustic emission method
by: Ahmad, Nur Darina, et al.
Published: (2023)

Acoustic emission partial discharge localization in oil based on artificial bee colony
by: Lim, Zhi Yang, et al.
Published: (2025)

Acoustic partial discharge localization in refined, bleached and deodorized palm oil (RBDPO) based on the Savitzky-Golay and moving average denoising methods
by: Ahmad, Nur Darina, et al.
Published: (2025)

The influence of cavity size and location within insulation paper on the Partial Discharge activities
by: Roslan, Muhammad Hakirin, et al.
Published: (2023)

Experimental study on the partial discharge characteristics of palm oil and coconut oil based Al2O3 Nanofluids in the presence of sodium dodecyl sulfate
by: Mohamad, Nur Aqilah, et al.
Published: (2021)

Examination of the partial discharge behaviour within a spherical cavity in insulation paper of transformer
by: Roslan, Muhammad Hakirin, et al.
Published: (2023)

ANN-ANFIS model for optimising methylic composite biodiesel from neem and castor oil and predicting emissions of the biodiesel blend
by: Chao, Zhe Zhu, et al.
Published: (2025)

Keystroke pressure based typing biometrics Authentication system by combining ANN and Anfis-based classifiers
by: Ali, Hasimah, et al.
Published: (2009)

Adaptive reactive power control for voltage rise mitigation on distribution network with high photovoltaic penetration
by: alwez, Mustafa Abo, et al.
Published: (2025)

An enhanced adaptive perturb and observe technique for efficient maximum power point tracking under partial shading conditions
by: Mohammad, Altwallbah Neda Mahmod, et al.
Published: (2020)

A comprehensive review of stage-of-the-art subsystems configurations, technical methodologies, advancements, and prospects for new energy electric vehicles
by: Zhang, Chi, et al.
Published: (2023)

Statistical analysis of AC dielectric dtrength for palm oil under the influence of moisture
by: Shukri, Muhammad Safwan, et al.
Published: (2021)

Investigation on the effect of moisture on AC breakdown voltage of refined, bleached, and deodorized palm oil
by: Shukri, Muhammad Safwan, et al.
Published: (2019)

Statistical analysis of AC dielectric strength for palm oil under the influence of moisture
by: Shukri, Muhammad Safwan, et al.
Published: (2021)

Novel reactive power control strategy for mitigating voltage rise in the Malaysian low voltage distribution network with high PV penetration
by: Alwez, Mustafa Abo, et al.
Published: (2024)

Partial discharge in medium and high voltage electrical devices
by: S. Balasubramaniam, Yogendra, et al.
Published: (2020)

Acoustic emission analysis for bearing condition monitoring
by: Mohd Helmi, Rasid
Published: (2013)

Three voltage vector duty cycle optimization strategy of the permanent magnet synchronous motor driving system for new energy electric vehicles based on finite set model predictive control
by: Zhang, Chi, et al.
Published: (2023)

Model control and digital implementation of the three phase interleaved parallel bidirectional Buck-Boost converter for new energy electric vehicles
by: Zhang, Chi, et al.
Published: (2022)

Utilization of the Acoustic Emission Technology in Bone Tissues
by: Miminorazeansuhaila, Loman, et al.
Published: (2014)

Valve condition monitoring by using acoustic emission technique
by: Mohd Khairul Najmie, Mohd Nor
Published: (2009)

Health index as a tool for transformers asset management
by: Azmi, Akmalina, et al.
Published: (2015)

Control of particulate matter (PM) emissions from industrial plant using ANFIS based controller
by: Sambo, Aliyu Umar, et al.
Published: (2016)

New perturb and observe algorithm based on trapezoidal rule: uniform and partial shading conditions
by: Mahmod Mohammad Altwallbah, Neda, et al.
Published: (2022)

Machining surface roughness monitoring using acoustic emission method
by: Mohd Syazlan, Mohd Hatta
Published: (2010)

Rogowski Coil Sensor For Partial Discharge Detection
by: Murugaiah, Puovin
Published: (2018)

SVM and ANFIS for Prediction of Performance and Exhaust Emissions of a SI Engine with Gasoline–Ethanol Blended Fuels
by: Najaﬁ, G., et al.
Published: (2016)

A novel hybrid approach for maximizing the extracted photovoltaic power under complex partial shading conditions
by: Mohammad, Altwallbah Neda Mahmod, et al.
Published: (2020)

A study of acoustic emission in tensile test for metallic materials
by: Mohd Zambri, Abidin
Published: (2010)

Acoustics of Partially Saturated Rocks: Theory and Experiments
by: Muller, T., et al.
Published: (2015)

Bioelectricity generation in economic crops at aquaponics system using plant microbial fuel cell
by: Lajis, Ghaibulna Abdol, et al.
Published: (2022)

Modeling magneto-rheological damper using ANFIS method
by: Mohd Ridzwan, Hj Ramli
Published: (2012)

Ageing study of palm oil and coconut oil in the presence of insulation paper for transformers application
by: Mohamad, Nur Aqilah, et al.
Published: (2018)

Pre-breakdown streamer propagation and breakdown characteristics of refined bleached and deodorized palm oil under lightning impulse voltage
by: Thien, Yee Von, et al.
Published: (2018)

Impact of Fe3O4, CuO and Al2O3 on the AC breakdown voltage of palm oil and coconut oil in the presence of CTAB
by: Mohamad, Nur Aqilah, et al.
Published: (2019)

Effects of different types of surfactants on AC breakdown voltage of refined, bleached and deodorized palm oil based CuO nanofluids
by: Mohamad, Nur Aqilah, et al.
Published: (2018)

Influence of electrode geometry on the lightning impulse breakdown voltage of palm oil
by: Thien, Yee Von, et al.
Published: (2018)

Pre-breakdown streamer propagation and positive lightning breakdown characteristics of palm oil impregnated aged pressboard
by: Yee, Von Thien, et al.
Published: (2020)