Ayman El‐Hag

University of Waterloo — Canada

Materials Science · Physical Sciences

32h-index3.4kcitations190works2.62yr avg
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Research Topics

High voltage insulation and dielectric phenomena(125), Power Transformer Diagnostics and Insulation(68), Electrical Fault Detection and Protection(25), Thermal Analysis in Power Transmission(20), Microbial Inactivation Methods(19)

Publications190 total

FlashDetR: A deep learning pipeline for early detection and time estimation of flashover in high-voltage insulators using infrared videos
Engineering Applications of Artificial Intelligence·2025Open Access
Investigating the Corona and Surface Discharges at Varying Altitudes Using High Voltage AC Waveforms
2025
Investigating the Physiochemical Effect of Nitric Acid on Silicone Rubber Composites for Outdoor Insulation
2025
Machine Learning-Based Condition Monitoring of Outdoor Insulators Via Acoustic Signals
2025
Multilabel Classification and Acoustic Signature Analysis of Defects in Outdoor Ceramic Insulators
IEEE Transactions on Dielectrics and Electrical Insulation·2025
Aging Characteristics of Ceramifiable Silicone Rubber Nanocomposites Exposed to Electrolytic Solution
IEEE Transactions on Dielectrics and Electrical Insulation·2025
CapsPDNet: Optimized Capsule Network for Predicting Insulator Discharges Using UHF Signals
IEEE Transactions on Instrumentation and Measurement·2025· 3 cited
Classification of Defects in Outdoor Ceramic Insulators using Machine Learning
2024
UHF Detection of the Eroding DC Dry-Band Arcing on Silicone Rubber Insulation
IEEE Transactions on Dielectrics and Electrical Insulation·2024· 2 cited
Energy management for smart residential homes: A real-time fuzzy logic approach
Electric Power Systems Research·2024· 13 citedOpen Access
Non Intrusive Detection of Ceramic Disc Punctures in Outdoor Insulator Strings
2024· 2 cited
Crystal Field Analysis of the Magnetic Anisotropy of CeAgAs2
International Journal of Scientific Engineering and Research·2024Open Access
Nonintrusive Ultrasonic Sensing and Deep Learning for Outdoor Ceramic Insulator Assessment
IEEE Transactions on Dielectrics and Electrical Insulation·2024· 11 cited
Novel Antenna for Partial Discharge Detection and Classification: A Convolutional Neural Network-Based Deep Learning Approach
IEEE Transactions on Dielectrics and Electrical Insulation·2024· 6 cited
Assessment of ATH-Filled Silicone Rubber Under DC Dry Band Arcing
2023
Stacked Ensemble Regression Model for Prediction of Furan
Energies·2023· 3 citedOpen Access
A novel non-intrusive framework for real-time disaggregation of behind-the-meter solar generation from smart meter data
Electric Power Systems Research·2023· 5 cited
Hydrophobicity classification of RTV silicone rubber-coated insulators using deep learning algorithms
IET conference proceedings.·2023· 2 cited
A Practical Approach for Distribution Transformer Loss of Life Assessment Considering Electric Vehicles Penetration
2023· 1 cited
A Study on the Ability of Different Non-Intrusive Sensors for Diagnosing Outdoor Insulator Defects
2023· 3 cited
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Frequent Co-authors

Shesha Jayaram(11), Khaled Shaban(10), E.A. Cherney(8), Ramy Hussein(6), Mustafa Harbaji(4), Nasser Qaddoumi(4), Ali Naderian Jahromi(3), A.M. Gaouda(3), M.M.A. Salama(3), Refat Atef Ghunem(3), Wasim M. F. Al-Masri(3), Mamoun F. Abdel–Hafez(3), T.K. Abdel-Galil(2), R. Bartnikas(2), Kamel Benhmed(2), Khaled Assaleh(2), Alhaytham Y. Alqudsi(2), Usman Tariq(2), Mansel W. Griffiths(2), S. Li(2)