Deep Learning Method with Application to Neutral-to-ground Voltage (NTGV) Classification

QR Code

Deep Learning Method with Application to Neutral-to-ground Voltage (NTGV) Classification

The excessive neutral-to-ground voltage (NTGV) occurring on the secondary distribution system (SDS) may result in unnecessary losses and a safety hazard issue. This disrupting voltage is triggered by a number of reasons that are difficult to identify. This paper proposes an approach based on deep le...

Full description

Bibliographic Details
Published in:	2024 IEEE International Conference on Power and Energy, PECon 2024
Main Author:	Mahadan M.E.; Abidin A.F.; Yusoh M.A.T.M.; Mustam M.M.; Saleh S.A.M.; Hairuddin M.A.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85217435950&doi=10.1109%2fPECON62060.2024.10826615&partnerID=40&md5=06e1a99ca7ed3e9e96723465ca753efa

Similar Items

Systemic VEGF-A neutralization ameliorates diet-induced metabolic dysfunction
by: Wu L.E.; Meoli C.C.; Mangiafico S.P.; Fazakerley D.J.; Cogger V.C.; Mohamad M.; Pant H.; Kang M.-J.; Powter E.; Burchfield J.G.; Xirouchaki C.E.; Mikolaizak A.S.; Stöckli J.; Kolumam G.; Van Bruggen N.; Gamble J.R.; Le Couteur D.G.; Cooney G.J.; Andrikopoulos S.; James D.E.
Published: (2014)

Design and Analysis of Novel Hybrid Grey Wolf and Cuckoo Search-Based Tilt Integral Derivative Controller for Frequency Control in Islanded Microgrid
by: Adam M.M.; Munim W.N.W.A.; Hannoon N.; Yusoh M.A.T.M.; Ali N.H.N.; Satapathy A.
Published: (2023)

Adsorptive removal of neutral red dye from aquatic environments: a review of adsorbent materials, kinetics, isotherms, thermodynamics and future prospects
by: Imam S.S.; Hamza M.F.
Published: (2025)

Three-phase six-level multilevel voltage source inverter: Modeling and experimental validation
by: Meraj S.T.; Yahaya N.Z.; Hasan K.; Hossain Lipu M.S.; Masaoud A.; Ali S.H.M.; Hussain A.; Othman M.M.; Mumtaz F.
Published: (2021)

Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar
by: Husaini M.; Kamarudin L.M.; Nishizaki H.; Kamarudin I.K.; Ibrahim M.A.; Zakaria A.; Toyoura M.; Mao X.
Published: (2025)

Load management for voltage control study using parallel immunized-computational intelligence technique
by: Bakar A.I.A.; Zamani M.K.M.; Musirin I.; Ghani N.A.M.
Published: (2018)

Convolutional Neural Network Based Deep Learning Model for Accurate Classification of Durian Types
by: Diana D.; Kurniawan T.B.; Dewi D.A.; Alqudah M.K.; Alqudah M.K.; Zakari M.Z.; Fuad E.F.B.E.
Published: (2025)

Empirical model of ground-borne vibration induced by freight railway traffic
by: Lazi M.K.A.M.; Adnan M.A.; Sulaiman N.
Published: (2021)

Prediction of geomagnetically induced currents in low-latitude regions using deep learning
by: Zainuddin A.; Hairuddin M.A.; Latiff Z.I.A.; Anuar N.M.; Benavides I.F.; Jusoh M.H.; Yassin A.I.M.
Published: (2024)

Analytical Approach to SYM-H based Geomagnetic Storm Classifications using Statistical Features Extraction
by: Abd Latiff Z.I.; Hairuddin M.A.; Zainuddin A.; Ashar N.D.K.; Jusoh M.H.
Published: (2024)

Automated Ground Truth Annotation for Forest and Non-Forest Classification in Satellite Remote Sensing Images
by: 2-s2.0-85176549266
Published: (2023)

The Impact of Train Operation Time with Ground Borne Vibration Induced by Railway Traffic
by: Lazi M.K.A.M.; Adnan M.A.; Sulaiman N.
Published: (2022)

Human Response and Annoyance Towards Ground-Borne Vibration Induced by Railway Traffic
by: Lazi M.K.A.M.; Adnan M.A.; Sulaiman N.
Published: (2022)

Handwriting Image Classification for Automated Diagnosis of Learning Disabilities: A Review on Deep Learning Models and Future Directions
by: Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A.
Published: (2024)

Empirical model of ground-borne vibration induced by commuter railway traffic
by: Mohd Lazi M.K.A.; Adnan M.A.; Sulaiman N.
Published: (2021)

DC-AC Converter with Dynamic Voltage Restoring Ability Based on Self-Regulated Phase Estimator-DQ Algorithm: Practical Modeling and Performance Evaluation
by: Hasan K.; Othman M.M.; Meraj S.T.; Rahman M.S.; Lipu M.S.H.; Kotsampopoulos P.
Published: (2023)

Voltage oriented controller based vienna rectifier for electric vehicle charging stations
by: Rajendran G.; Vaithilingam C.A.; Misron N.; Naidu K.; Ahmed M.R.
Published: (2021)

Breast Cancer Classification Using Deep Learning
by: 2-s2.0-85167737571
Published: (2023)

Comparison of Ground-Borne Vibration Induced by Railway Within Peak and Non-peak Hours
by: Mohd Lazi M.K.A.; Adnan M.A.; Sulaiman N.; Shahrir M.D.
Published: (2021)

Image Classification of Graphene Oxide Thin Films’ Sheet Resistance using a Convolution Neural Network
by: Yusri M.W.B.; Masrie M.; Badaruddin S.A.M.; Burham N.; Janin Z.; Saad H.
Published: (2024)

Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings
by: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Hamizah Mohd Nordin A.; Mahadan M.E.; Mohamad S.
Published: (2019)

Development of CPW Fed Patch Antenna for Ground Penetrating Radar Application using APAST Optimization
by: Azhari M.S.A.; Azemi S.N.; Ghazali M.D.; Isa C.M.N.C.; Al-Hadi A.A.; Fazilah A.F.M.
Published: (2024)

New Line Voltage Stability Index (BVSI) for Voltage Stability Assessment in Power System: The Comparative Studies
by: 2-s2.0-85137887482
Published: (2022)

An Advanced Deep Learning Framework for Skin Cancer Classification
by: Khan, et al.
Published: (2025)

Impact of low molecular weight acid and moisture on the thermal ageing properties of palm oil
by: Mustam M.M.; Azis N.; Jasni J.; Halis R.; Talib M.A.; Mohamad N.A.; Yaakub Z.
Published: (2024)

Hypothesis testing for fault analysis and the propagation of faulted voltage through transformer connections
by: Mustapa R.F.; Serwan M.S.; Hamzah N.; Zakaria Z.
Published: (2011)

The Advancement of Deep Learning in Non-Contrast Computed Tomography Angiography for Cardiovascular Imaging: A Systematic Review
by: Bakhtiar A.F.; Nordin S.; Ali A.M.; Kasim S.S.
Published: (2024)

The Accuracy Verification of Recent Global Geopotential Model based on GNSS/Levelling Data on Ground Control Points in Johor
by: Qi L.Z.; Yazid N.M.; Sebastian J.M.A.; Zaki A.H.M.; Din A.H.Md.; Pa’suya M.F.
Published: (2024)

Arabic Handwriting Classification using Deep Transfer Learning Techniques
by: 2-s2.0-85125867421
Published: (2022)

LoRa-Based Ground Sensor Terminal for L-Band Satellite IoT Applications
by: Omar M.F.; Faiza Z.; Ali F.Z.; Roslee M.; Johari M.S.; Jusoh M.H.
Published: (2024)

Dielectric property prediction of coated high voltage glass insulators based on experimental analysis
by: Salem A.A.A.
Published: (2025)

Estimation of Link Margin and Doppler Shift of Ground Sensor Terminal for Nanosatellite Payload
by: Omar M.F.; Faiza Z.; Ali F.Z.; Jusoh M.H.
Published: (2024)

Ternary metal–organic framework composite with nanocellulose and deep eutectic solvent for the adsorptive removal of 3-MCPD esters
by: Putra S.S.S.; Basirun W.J.; Hayyan A.; Elgharbawy A.A.M.; Hayyan M.; Alanazi Y.M.; Saleh J.; Chakrabarti B.K.; Low C.T.J.; Shalauddin M.; Akhter S.
Published: (2025)

Betta fish species classification using light weight deep learning algorithm
by: 2-s2.0-105000373949
Published: (2025)

Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
by: 2-s2.0-85122017681
Published: (2022)

Acidic Deep Eutectic Solvent as a Catalyst for the Esterification of Levulinic Acid to Ethyl Levulinate
by: Jamarudin A.; Zainol M.M.; Hassan A.H.; Ismail S.N.; Asmadi M.; Zainuddin K.R.; Yusof N.A.; Anggoro D.D.
Published: (2025)

Enhancing accounting students’ competence in integrated case study analysis: a structured guidance approach
by: Md Daud S.A.M.; Tuan Mat T.Z.; Mohamad Kamal M.E.; Nurhanifah A.
Published: (2025)

CLASSIFICATION OF BLOOD SUBSTITUTES
by: Shamshul B.S.S.; Mohd N.S.N.F.; Noordin S.S.; Mohd N.M.N.; Zabidi M.A.
Published: (2023)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
by: Khan S.; Mazhar T.; Khan M.A.; Shahzad T.; Ahmad W.; Bibi A.; Saeed M.M.; Hamam H.
Published: (2024)

Improving clustering-based and adaptive position-aware interpolation oversampling for imbalanced data classification
by: Wang Y.; Rosli M.M.; Musa N.; Wang L.
Published: (2024)