Shady S. Refaat

4.5k citations

166 papers · 3.0k indexed · 1 hit paper · h-index 28

Impact in

Control and Systems Engineering top 1%
- Microgrid Control and Optimization
- Smart Grid Security and Resilience
Electrical and Electronic Engineering top 2%
- Energy Load and Power Forecasting
- Smart Grid Energy Management
- Power Transformer Diagnostics and Insulation

Papers in

Control and Systems Engineering 78
- Microgrid Control and Optimization 22
- Machine Fault Diagnosis Techniques 22
- Smart Grid Security and Resilience 17
Electrical and Electronic Engineering 116
- Power Transformer Diagnostics and Insulation 32
- Energy Load and Power Forecasting 26
- Smart Grid Energy Management 18

Co-authors: Haitham Abu‐Rub Mohamed Massaoudi Inès Chihi Fakhreddine S. Oueslati Mohamed Trabelsi Dabeeruddin Syed Ali Ghrayeb O. Bouhali
Journals: IEEE Access (21 papers)Energies (9 papers)IEEE Transactions on Instrumentation and Measurement (5 papers)IEEE Transactions on Dielectrics and Electrical Insulation (2 papers)IEEE Open Journal of Vehicular Technology (2 papers)
Partner nations: Qatar United States United Kingdom

In The Last Decade

Shady S. Refaat

151 papers receiving 2.9k citations

Hit Papers

align trajectories log scale

A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting 2020 · 294 citations

Peers

Countries citing papers authored by Shady S. Refaat

Since Specialization

Citations

This map shows the geographic impact of Shady S. Refaat's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shady S. Refaat with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shady S. Refaat more than expected).

Fields of papers citing papers by Shady S. Refaat

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shady S. Refaat. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shady S. Refaat. The network helps show where Shady S. Refaat may publish in the future.

Co-authors

The 25 scholars most cited alongside Shady S. Refaat, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Shady S. Refaat Line = papers co-authored together Shady S. Refaat links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	A Review on the Lifetime Estimation Methods of XLPE Power Cables SHILAP Revista de lepidopterología ·Mohammad AlShaikh Saleh, Alamera Nouran Alquennah, Ali Ghrayeb, Shady S. Refaat, Haitham Abu‐Rub, Sunil P. Khatri	2025	1
2	Various Faults Classification of Industrial Application of Induction Motors Using Supervised Machine Learning: A Comprehensive Review IEEE Access ·Rehaan Hussain, Mohammad AlShaikh Saleh, Shady S. Refaat	2025	1
3	Cyber-Physical Fusion for GNN-Based Attack Detection in Smart Power Grids IEEE Open Access Journal of Power and Energy ·Jacob Sweeten, A. A. El-Shazly, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat, Rachad Atat	2025	0
4	Multi-Task Graph-Based Attack Detection and Localization in Cyber-Physical Power Systems Hubert B. Keller, Salma Aboelmagd, Shady S. Refaat, Abdulrahman Takiddin, Muhammad Ismail, Erchin Serpedin	2025	0
5	CapsPDNet: Optimized Capsule Network for Predicting Insulator Discharges Using UHF Signals IEEE Transactions on Instrumentation and Measurement ·Mohammad AlShaikh Saleh, Ahmad Darwish, Ali Ghrayeb, Shady S. Refaat, Haitham Abu‐Rub, Sunil P. Khatri, Ayman El‐Hag, Celal Fadıl Kumru	2025	1
6	Analysis of Partial Discharges in Oil-Impregnated Transformer Paper Insulation and PET-G Insulation SHILAP Revista de lepidopterología ·Sayed Mohammad Kameli, Abdelaziz Abuelrub, Mohammad AlShaikh Saleh, Shady S. Refaat, Ali Ghrayeb, Haitham Abu‐Rub, Marek Olesz	2025	0
7	Integrated Energy Optimization and Stability Control Using Deep Reinforcement Learning for an All-Wheel-Drive Electric Vehicle IEEE Open Journal of Vehicular Technology ·Reza Jafari, Pouria Sarhadi, Amin Paykani, Shady S. Refaat, Pedram Asef	2025	1
8	Reinforcement Learning for Torque Vectoring in Electric Vehicles: A Review of Stability and Energy Optimization Methods IEEE Open Journal of Vehicular Technology ·Reza Jafari, Shady S. Refaat, Amin Paykani, Pedram Asef, Pouria Sarhadi	2025	0
9	A TD3-Based Reinforcement Learning Algorithm With Curriculum Learning for Adaptive Yaw Control in All-Wheel-Drive Electric Vehicles IEEE Access ·Reza Jafari, Pouria Sarhadi, Amin Paykani, Shady S. Refaat, Pedram Asef	2025	2
10	Towards Social Media Analytics and Real-Time Trolls Identification Automation Using Artificial Intelligence K. Raghunathan, Dabeeruddin Syed, Ameema Zainab, Mounika Vuppala, Davut Özhan, Shady S. Refaat	2025	0
11	Attention-Enhanced AGRU Framework for Induction Motor Incipient Fault Diagnosis in Electric Vehicles IEEE Transactions on Instrumentation and Measurement ·Mohammad AlShaikh Saleh, Ali Ghrayeb, Shady S. Refaat, Haitham Abu‐Rub, Sunil P. Khatri, Jörg Kammermann	2024	3
12	Fast Transient Stability Assessment of Power Systems Using Optimized Temporal Convolutional Networks SHILAP Revista de lepidopterología ·Mohamed Massaoudi, Tassneem Zamzam, Maymouna Ez Eddin, Ali Ghrayeb, Haitham Abu‐Rub, Shady S. Refaat	2024	5
13	A PINN-Based Lifetime Predictor for Oil-Impregnated Paper Insulation Degradation in Power Transformers Using Degree of Polymerization Mohammad AlShaikh Saleh, Alamera Nouran Alquennah, Ali Ghrayeb, Shady S. Refaat, Haitham Abu‐Rub, Mohammed Al-Hajri, Sunil P. Khatri, Marek Olesz, Jarosław Guziński	2024	1
14	Optimal Torque Allocation for All-Wheel-Drive Electric Vehicles Using a Reinforcement Learning Algorithm Reza Jafari, Pouria Sarhadi, Amin Paykani, Shady S. Refaat, Pedram Asef	2024	4
15	Novel Antenna for Partial Discharge Detection and Classification: A Convolutional Neural Network-Based Deep Learning Approach IEEE Transactions on Dielectrics and Electrical Insulation ·Ahmad Darwish, Shady S. Refaat, Haitham Abu‐Rub, Hamid A. Toliyat, Celal Fadıl Kumru, Farook Mustafa, Ayman El‐Hag, Graeme Coapes, Sayed Mohammad Kameli	2024	4
16	Ultrawideband Vivaldi Antenna With an Integrated Noise-Rejecting Parasitic Notch Filter for Online Partial Discharge Detection IEEE Transactions on Instrumentation and Measurement ·Sayed Mohammad Kameli, Shady S. Refaat, Haitham Abu‐Rub, Ahmad Darwish, Ali Ghrayeb, Marek Olesz	2024	7
17	Leveraging Deep Learning for Fault Detection and Classification of Induction Machines: A Review mediaTUM (Technical University of Munich) ·Mohammad AlShaikh Saleh, Shady S. Refaat, Jörg Kammermann	2024	0
18	An Effective Hybrid Symbolic Regression–Deep Multilayer Perceptron Technique for PV Power Forecasting Energies ·Mohamed Trabelsi, Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, Shady S. Refaat, Tingwen Huang, Fakhreddine S. Oueslati	2022	11
19	Cascading Failure Vulnerability Analysis in Interdependent Power Communication Networks IEEE Systems Journal ·Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin, Thomas J. Overbye	2021	11
20	A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting Energy ·Mohamed Massaoudi, Shady S. Refaat, Inès Chihi, Mohamed Trabelsi, Fakhreddine S. Oueslati, Haitham Abu‐Rub Hit paper breakdown →	2020	294

About Shady S. Refaat

Shady S. Refaat is a scholar working on Control and Systems Engineering, Electrical and Electronic Engineering, Astronomy and Astrophysics, Automotive Engineering and Energy Engineering and Power Technology, having authored 166 papers that have together received 3.0k indexed citations. Recurring topics across this work include High voltage insulation and dielectric phenomena (42 papers), Power Transformer Diagnostics and Insulation (32 papers), Energy Load and Power Forecasting (26 papers), Lightning and Electromagnetic Phenomena (25 papers), Microgrid Control and Optimization (22 papers), Machine Fault Diagnosis Techniques (22 papers), Smart Grid Energy Management (18 papers) and Smart Grid Security and Resilience (17 papers). The work is most often cited by research in Control and Systems Engineering (1.1k citations), Electrical and Electronic Engineering (2.1k citations), Energy Engineering and Power Technology (108 citations), Renewable Energy, Sustainability and the Environment (369 citations) and Building and Construction (217 citations). Shady S. Refaat has collaborated with scholars based in Qatar, United States and United Kingdom. Frequent co-authors include Haitham Abu‐Rub, Mohamed Massaoudi, Inès Chihi, Fakhreddine S. Oueslati, Mohamed Trabelsi, Dabeeruddin Syed, Ali Ghrayeb, O. Bouhali, Hamid A. Toliyat and Qasim Khan. Their work appears in journals such as IEEE Access, Energies, IEEE Transactions on Instrumentation and Measurement, IEEE Transactions on Dielectrics and Electrical Insulation and IEEE Open Journal of Vehicular Technology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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