Open and closed-loop motor control system with incipient broken rotor bar fault detection using current signature. - Shady S. Refaat; Haitham Abu-Rub; Mohamed S. Saad; Atif Iqbal (IECON, 2014)

ANN-based diagnosis of incipient stator winding turn faults for three-phase induction motors in the presence of unbalanced supply voltage. - Shady S. Refaat; Haitham Abu-Rub (IECON, 2015)

Big data, better energy management and control decisions for distribution systems in smart grid. - Shady S. Refaat; Haitham Abu-Rub; Amira Mohamed (IEEE BigData, 2016)

Big data impact on stability and reliability improvement of smart grid. - Shady S. Refaat; Amira Mohamed; Haitham Abu-Rub (IEEE BigData, 2017)

Investigation into the effect of unbalanced supply voltage on detection of stator winding turn fault in PMSM. - Shady S. Refaat; Haitham Abu-Rub; Amira Mohamed; Mohamed Trabelsi 001 (ICIT, 2017)

Transient stability impact of large-scale photovoltaic system on electric power grids. - Shady S. Refaat; Haitham Abu-Rub; Amira Mohamed (ISGT, 2017)

Reliability evaluation of smart grid system with large penetration of distributed energy resources. - Shady S. Refaat; Haitham Abu-Rub; Mohamed Trabelsi 001; Amira Mohamed (ICIT, 2018)

Model predictive control of packed U cells based transformerless single-phase dynamic voltage restorer. - Mohamed Trabelsi 001; Hasan Komurcugil; Shady S. Refaat; Haitham Abu-Rub (ICIT, 2018)

Averaging Ensembles Model for Forecasting of Short-term Load in Smart Grids. - Dabeeruddin Syed; Shady S. Refaat; Haitham Abu-Rub; Othmane Bouhali; Ameema Zainab; Le Xie 001 (IEEE BigData, 2019)

Faulted Line Identification and Localization in Power System using Machine Learning Techniques. - Ameema Zainab; Shady S. Refaat; Dabeeruddin Syed; Ali Ghrayeb; Haitham Abu-Rub (IEEE BigData, 2019)

Enhanced Machine Learning Approaches for Diagnosing Building Systems. - Sondes Gharsellaoui; Majdi Mansouri; Shady S. Refaat; Haitham Abu-Rub; Hassani Messaoud (IINTEC, 2019)

On the Electromagnetic Wave Behavior Due to Partial Discharge in Gas Insulated Switchgears: State-of-Art Review. - Ahmad Darwish; Shady S. Refaat; Hamid A. Toliyat; Haitham Abu-Rub (IEEE Access, 2019)

PV Power Forecasting Using Weighted Features for Enhanced Ensemble Method. - Mohamed Massaoudi; Ines Chihi; Lilia Sidhom; Mohamed Trabelsi 001; Shady S. Refaat; Fakhreddine S. Oueslati (CoRR, 2019)

A Novel Approach Based Deep RNN Using Hybrid NARX-LSTM Model For Solar Power Forecasting. - Mohamed Massaoudi; Ines Chihi; Lilia Sidhom; Mohamed Trabelsi 001; Shady S. Refaat; Fakhreddine S. Oueslati (CoRR, 2019)

Enhanced Evolutionary Symbolic Regression Via Genetic Programming for PV Power Forecasting. - Mohamed Massaoudi; Ines Chihi; Lilia Sidhom; Mohamed Trabelsi 001; Shady S. Refaat; Fakhreddine S. Oueslati (CoRR, 2019)

Detection of Energy Theft in Smart Grids using Electricity Consumption Patterns. - Dabeeruddin Syed; Haitham Abu-Rub; Shady S. Refaat; Le Xie 001 (IEEE BigData, 2020)

Performance Evaluation of Tree-based Models for Big Data Load Forecasting using Randomized Hyperparameter Tuning. - Ameema Zainab; Ali Ghrayeb; Mahdi Houchati; Shady S. Refaat; Haitham Abu-Rub (IEEE BigData, 2020)

Stochastic Geometry Model for Interdependent Cyber-Physical Communication-Power Networks. - Rachad Atat; Muhammad Ismail 001; Shady S. Refaat; Erchin Serpedin (ICC, 2020)

Selective Harmonic Elimination PWM For a Cascaded Multi-level Inverter. - Ahmed Lakhdar Kouzou; Abdelbasset Krama; Shady S. Refaat; Haitham Abu-Rub (ICIT, 2020)

Real-Time Digital Simulation for Sensorless Control Scheme based on Reduced-Order Sliding Mode Observer for Dual Star Induction Motor. - Saad Khadar; Abdellah Kouzou; Shady S. Refaat; Haitham Abu-Rub (IECON, 2020)

A Robust Second-Order Sliding Mode Control of Sensorless Five Level Packed U Cell Inverter. - Abdelbasset Krama; Shady S. Refaat; Haitham Abu-Rub (IECON, 2020)

Short-Term Electric Load Forecasting Based on Data-Driven Deep Learning Techniques. - Mohamed Massaoudi; Shady S. Refaat; Ines Chihi; Mohamed Trabelsi 001; Haitham Abu-Rub; Fakhreddine S. Oueslati (IECON, 2020)

An Effective Super-Twisting Control of a Standalone PUC5 Inverter. - Khaled Rayane; Atallah Benalia; Shady S. Refaat; Mohamed Trabelsi 001; Kamel Guesmi; Haitham Abu-Rub (IECON, 2020)

Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems. - Sondes Gharsellaoui; Majdi Mansouri; Mohamed Trabelsi 001; Mohamed Faouzi Harkat; Shady S. Refaat; Hassani Messaoud (IEEE Access, 2020)

Dielectric Performance of Magneto-Nanofluids for Advancing Oil-Immersed Power Transformer. - Md Rashid Hussain; Qasim Khan; Asfar Ali Khan; Shady S. Refaat; Haitham Abu-Rub (IEEE Access, 2020)

Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption. - Dabeeruddin Syed; Shady S. Refaat; Othmane Bouhali (Inf., 2020)

Ensemble-Based Spam Detection in Smart Home IoT Devices Time Series Data Using Machine Learning Techniques. - Ameema Zainab; Shady S. Refaat; Othmane Bouhali (Inf., 2020)

A Computational Model for Aging Dependability in Polymeric Cable Insulation. - Qasim Khan; Shady S. Refaat; Haitham Abu-Rub; Hamid A. Toliyat (IECON, 2021)

Investigation on Optimizing Cost Function to Penalize Underestimation of Load Demand through Deep Learning Modeling. - Dabeeruddin Syed; Haitham Abu-Rub; Ameema Zainab; Mahdi Houchati; Othmane Bouhali; Ali Ghrayeb; Shady S. Refaat (IECON, 2021)

On the Impact of Control Center Allocation on Power-Communication Network Vulnerability. - Rachad Atat; Muhammad Ismail 001; Shady S. Refaat; Erchin Serpedin (ISGT-Europe, 2021)

Overview and Partial Discharge Analysis of Power Transformers: A Literature Review. - Md Rashid Hussain; Shady S. Refaat; Haitham Abu-Rub (IEEE Access, 2021)

Deep Learning in Smart Grid Technology: A Review of Recent Advancements and Future Prospects. - Mohamed Massaoudi; Haitham Abu-Rub; Shady S. Refaat; Ines Chihi; Fakhreddine S. Oueslati (IEEE Access, 2021)

Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method. - Mohamed Massaoudi; Haitham Abu-Rub; Shady S. Refaat; Mohamed Trabelsi 001; Ines Chihi; Fakhreddine S. Oueslati (IEEE Access, 2021)

Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review. - Mohamed Massaoudi; Ines Chihi; Haitham Abu-Rub; Shady S. Refaat; Fakhreddine S. Oueslati (IEEE Access, 2021)

An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting. - Mohamed Massaoudi; Ines Chihi; Lilia Sidhom; Mohamed Trabelsi 001; Shady S. Refaat; Haitham Abu-Rub; Fakhreddine S. Oueslati (IEEE Access, 2021)

Enhancement of Frequency Control for Stand-Alone Multi-Microgrids. - Kavita Singh; Mohammad Amir; Furkan Ahmad; Shady S. Refaat (IEEE Access, 2021)

Household-Level Energy Forecasting in Smart Buildings Using a Novel Hybrid Deep Learning Model. - Dabeeruddin Syed; Haitham Abu-Rub; Ali Ghrayeb; Shady S. Refaat (IEEE Access, 2021)

Deep Learning-Based Short-Term Load Forecasting Approach in Smart Grid With Clustering and Consumption Pattern Recognition. - Dabeeruddin Syed; Haitham Abu-Rub; Ali Ghrayeb; Shady S. Refaat; Mahdi Houchati; Othmane Bouhali; Santiago Bañales Lopez (IEEE Access, 2021)

Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications. - Dabeeruddin Syed; Ameema Zainab; Ali Ghrayeb; Shady S. Refaat; Haitham Abu-Rub; Othmane Bouhali (IEEE Access, 2021)

Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark. - Ameema Zainab; Ali Ghrayeb; Haitham Abu-Rub; Shady S. Refaat; Othmane Bouhali (IEEE Access, 2021)

Big Data Management in Smart Grids: Technologies and Challenges. - Ameema Zainab; Ali Ghrayeb; Dabeeruddin Syed; Haitham Abu-Rub; Shady S. Refaat; Othmane Bouhali (IEEE Access, 2021)

A Multiprocessing-Based Sensitivity Analysis of Machine Learning Algorithms for Load Forecasting of Electric Power Distribution System. - Ameema Zainab; Dabeeruddin Syed; Ali Ghrayeb; Haitham Abu-Rub; Shady S. Refaat; Mahdi Houchati; Othmane Bouhali; Santiago Bañales Lopez (IEEE Access, 2021)

PD Signal Attenuation in 550-kV GIS: Impact of Different Barriers on the Propagation of Electromagnetic Waves. - Ahmad Darwish; Graeme Coapes; Shady S. Refaat; Haitham Abu-Rub; Hamid A. Toliyat (IEEE Trans. Instrum. Meas., 2021)

Characterization of Defects Inside the Cable Dielectric With Partial Discharge Modeling. - Qasim Khan; Shady S. Refaat; Haitham Abu-Rub; Hamid A. Toliyat; Marek Olesz; Ahmad Darwish (IEEE Trans. Instrum. Meas., 2021)

Classification of Mechanical Faults in Rotating Machines Using SMOTE Method and Deep Neural Networks. - Maher Messaoudi; Shady S. Refaat; Mohamed Massaoudi; Ali Ghrayeb; Haitham Abu-Rub (IECON, 2022)

Characteristic Study of Solar Photovoltaic Array Under Different Partial Shading Conditions. - Kais Abdulmawjood; Samer Alsadi; Shady S. Refaat; Walid G. Morsi (IEEE Access, 2022)

Cascading Failure Vulnerability Analysis in Interdependent Power Communication Networks. - Rachad Atat; Muhammad Ismail 001; Shady S. Refaat; Erchin Serpedin; Thomas J. Overbye (IEEE Syst. J., 2022)

Static Eccentricity Fault Analysis in Three-Phase Induction Motors Using Current Signal. - Shady S. Refaat; Ahmed Al-Shemmery; Kais Abdulmawjood; Sayed Mohammad Kameli; Abdelaziz Abuelrub (MetroXRAINE, 2023)

Secure and Privacy-Preserving Networking Strategy for Dynamic Wireless Charging of EVs. - Mahmoud Abouyoussef; Muhammad Ismail 001; Shady S. Refaat (SmartGridComm, 2023)

Injection Attacks and Detection Strategy in Front-End Vehicle-to-Grid Communication. - Sushil Poudel; J. Eileen Baugh; Abdulrahman Takiddin; Muhammad Ismail 001; Shady S. Refaat (SmartGridComm, 2023)

Cyber-Physical GNN-Based Intrusion Detection in Smart Power Grids. - Jacob Sweeten; Abdulrahman Takiddin; Muhammad Ismail 001; Shady S. Refaat; Rachad Atat (SmartGridComm, 2023)

Experimental Validation of a Mitigation Method of Ferranti Effect in Transmission Line. - Tareq Foqha; Samer Alsadi; Shady S. Refaat; Kais Abdulmawjood (IEEE Access, 2023)

Adaptive Neuro-Fuzzy Based Incipient Fault Detection and Diagnosis for Three Phase Induction Motor. - Md. Asif Abbas; Shady S. Refaat (ICIT, 2024)

Investigation of XLPE Power Cable Insulation Degradation Under Chemical, Electrical, and Mechanical Stress. - Abdelaziz Abuelrub; Shady S. Refaat; Sayed Mohammad Kameli (IECON, 2024)

Quantification of Void Effects on High Voltage Power Cable Insulation Degradation. - Hilal Al-Kuwari; Shady S. Refaat; Mohammad AlShaikh Saleh (IECON, 2024)

Self-Adaptive Physics Informed Neural Network for Paper Insulation Degree of Polymerization Prediction. - Alamera Nouran Alquennah; Mohammad AlShaikh Saleh; Ali Ghrayeb; Haitham Abu-Rub; Shady S. Refaat; Mohammed Abdullah Al-Hajri; Sunil P. Khatri (IECON, 2024)

A Bi-directional DC-DC Power Converter Topology Based on Efficiency for Electric Bike. - Mehran Hameed; Shady S. Refaat (IECON, 2024)

Induction Motor Multi Incipient Fault Detection based on Gradient Boosting Algorithms. - Rehaan Hussain; Mohammad AlShaikh Saleh; Shady S. Refaat (IECON, 2024)

Deep Learning Based Corona Discharge Severity Classification for High Voltage Equipment. - Maher Messaoudi; Sayed Mohammad Kameli; Shady S. Refaat; Haitham Abu-Rub; Mohamed Trabelsi 001 (IECON, 2024)

A Review on Partial Discharge Detection Techniques in High Voltage Rotating Machines. - Shady S. Refaat; Mohammad AlShaikh Saleh; Sayed Mohammad Kameli (IECON, 2024)

Leveraging Deep Learning for Fault Detection and Classification of Induction Machines: A Review. - Mohammad AlShaikh Saleh; Shady S. Refaat; Jörg Kammermann (IECON, 2024)

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 (MECO, 2024)

Optimization Techniques for Directional Overcurrent Relay Coordination: A Comprehensive Review. - Tareq Foqha; Samer Alsadi; Osama Omari; Shady S. Refaat (IEEE Access, 2024)

Ultrawideband Vivaldi Antenna With an Integrated Noise-Rejecting Parasitic Notch Filter for Online Partial Discharge Detection. - Sayed Mohammad Kameli; Shady S. Refaat; Haitham Abu-Rub; Ahmad Darwish; Ali Ghrayeb; Marek Olesz (IEEE Trans. Instrum. Meas., 2024)

Classification of Corrosion in Underground Power Cables Using CNNs and Microscopic Imaging. - Alamera Nouran Alquennah; Mohammad AlShaikh Saleh; Shady S. Refaat; Ali Ghrayeb; Haitham Abu-Rub; Marek Olesz; Mohammed Abdullah Al-Hajri; Sunil P. Khatri (EUROCON, 2025)

Various Faults Classification of Industrial Application of Induction Motors Using Supervised Machine Learning: A Comprehensive Review. - Rehaan Hussain; Mohammad AlShaikh Saleh; Shady S. Refaat (IEEE Access, 2025)

A TD3-Based Reinforcement Learning Algorithm With Curriculum Learning for Adaptive Yaw Control in All-Wheel-Drive Electric Vehicles. - Reza Jafari; Pouria Sarhadi; Amin Paykani; Shady S. Refaat; Pedram Asef (IEEE Access, 2025)

CapsPDNet: Optimized Capsule Network for Predicting Insulator Discharges Using UHF Signals. - Mohammad AlShaikh Saleh; Ahmad Darwish; Ali Ghrayeb; Shady S. Refaat; Haitham Abu-Rub; Sunil P. Khatri; Ayman H. El-Hag; Celal Fadil Kumru (IEEE Trans. Instrum. Meas., 2025)

Attention-Enhanced AGRU Framework for Induction Motor Incipient Fault Diagnosis in Electric Vehicles. - Mohammad AlShaikh Saleh; Ali Ghrayeb; Shady S. Refaat; Haitham Abu-Rub; Sunil P. Khatri; Jörg Kammermann (IEEE Trans. Instrum. Meas., 2025)