Shady S. Refaat

74 papers C 17Journal 34Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bidirectional GNN-Based Intrusion Detection of Malware Injection Attacks in EV Charging Stations. IEEE Trans. Intell. Transp. Syst. Sushil Poudel, J. Eileen Baugh, Mahmoud Abouyoussef, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat
2026	—	`conf`	Transfer Learning-Based Classification of Cyber Attacks Against Power Grids. CCNC Joshua Foster, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat
2025	J	`jnl`	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	J	`jnl`	Attention-Enhanced AGRU Framework for Induction Motor Incipient Fault Diagnosis in Electric Vehicles. IEEE Trans. Instrum. Meas. Mohammad AlShaikh Saleh, Ali Ghrayeb, Shady S. Refaat, Haitham Abu-Rub, Sunil P. Khatri, Jörg Kammermann
2025	J	`jnl`	CapsPDNet: Optimized Capsule Network for Predicting Insulator Discharges Using UHF Signals. IEEE Trans. Instrum. Meas. Mohammad AlShaikh Saleh, Ahmad Darwish, Ali Ghrayeb, Shady S. Refaat, Haitham Abu-Rub, Sunil P. Khatri, Ayman H. El-Hag, Celal Fadil Kumru
2025	—	`conf`	Classification of Corrosion in Underground Power Cables Using CNNs and Microscopic Imaging. EUROCON Alamera Nouran Alquennah, Mohammad AlShaikh Saleh, Shady S. Refaat, Ali Ghrayeb, Haitham Abu-Rub, Marek Olesz, Mohammed Abdullah Al-Hajri, Sunil P. Khatri
2025	J	`jnl`	Digital Twin-Based Kernel RF for Fault Detection and Diagnosis in Photovoltaic Systems. IEEE Access Ismail Nasri, Majdi Mansouri, Shady S. Refaat, Khaled Dhibi, Adam Waldemar Skorek
2025	—	`conf`	Multi-Task Graph-Based Attack Detection and Localization in Cyber-Physical Power Systems. EUSIPCO Hayden Keller, Salma Aboelmagd, Shady S. Refaat, Abdulrahman Takiddin, Muhammad Ismail, Erchin Serpedin
2025	J	`jnl`	Multimodal Learning Techniques for Time Series Forecasting in Renewable Energy Systems: A Comprehensive Survey. IEEE Access Majdi Mansouri, Khadija Attouri, Shady S. Refaat
2025	J	`jnl`	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
2024	C	`conf`	A Bi-directional DC-DC Power Converter Topology Based on Efficiency for Electric Bike. IECON Mehran Hameed, Shady S. Refaat
2024	C	`conf`	A Review on Partial Discharge Detection Techniques in High Voltage Rotating Machines. IECON Shady S. Refaat, Mohammad AlShaikh Saleh, Sayed Mohammad Kameli
2024	—	`conf`	Adaptive Neuro-Fuzzy Based Incipient Fault Detection and Diagnosis for Three Phase Induction Motor. ICIT Md. Asif Abbas, Shady S. Refaat
2024	C	`conf`	Deep Learning Based Corona Discharge Severity Classification for High Voltage Equipment. IECON Maher Messaoudi, Sayed Mohammad Kameli, Shady S. Refaat, Haitham Abu-Rub, Mohamed Trabelsi
2024	C	`conf`	Induction Motor Multi Incipient Fault Detection based on Gradient Boosting Algorithms. IECON Rehaan Hussain, Mohammad AlShaikh Saleh, Shady S. Refaat
2024	C	`conf`	Investigation of XLPE Power Cable Insulation Degradation Under Chemical, Electrical, and Mechanical Stress. IECON Abdelaziz Abuelrub, Shady S. Refaat, Sayed Mohammad Kameli
2024	C	`conf`	Leveraging Deep Learning for Fault Detection and Classification of Induction Machines: A Review. IECON Mohammad AlShaikh Saleh, Shady S. Refaat, Jörg Kammermann
2024	—	`conf`	Optimal Torque Allocation for All-Wheel-Drive Electric Vehicles Using a Reinforcement Learning Algorithm. MECO Reza Jafari, Pouria Sarhadi, Amin Paykani, Shady S. Refaat, Pedram Asef
2024	J	`jnl`	Optimization Techniques for Directional Overcurrent Relay Coordination: A Comprehensive Review. IEEE Access Tareq Foqha, Samer Alsadi, Osama Omari, Shady S. Refaat
2024	C	`conf`	Quantification of Void Effects on High Voltage Power Cable Insulation Degradation. IECON Hilal Al-Kuwari, Shady S. Refaat, Mohammad AlShaikh Saleh
2024	C	`conf`	Self-Adaptive Physics Informed Neural Network for Paper Insulation Degree of Polymerization Prediction. IECON Alamera Nouran Alquennah, Mohammad AlShaikh Saleh, Ali Ghrayeb, Haitham Abu-Rub, Shady S. Refaat, Mohammed Abdullah Al-Hajri, Sunil P. Khatri
2024	J	`jnl`	Ultrawideband Vivaldi Antenna With an Integrated Noise-Rejecting Parasitic Notch Filter for Online Partial Discharge Detection. IEEE Trans. Instrum. Meas. Sayed Mohammad Kameli, Shady S. Refaat, Haitham Abu-Rub, Ahmad Darwish, Ali Ghrayeb, Marek Olesz
2023	—	`conf`	Cyber-Physical GNN-Based Intrusion Detection in Smart Power Grids. SmartGridComm Jacob Sweeten, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat, Rachad Atat
2023	J	`jnl`	Experimental Validation of a Mitigation Method of Ferranti Effect in Transmission Line. IEEE Access Tareq Foqha, Samer Alsadi, Shady S. Refaat, Kais Abdulmawjood
2023	—	`conf`	Injection Attacks and Detection Strategy in Front-End Vehicle-to-Grid Communication. SmartGridComm Sushil Poudel, J. Eileen Baugh, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat
2023	—	`conf`	Secure and Privacy-Preserving Networking Strategy for Dynamic Wireless Charging of EVs. SmartGridComm Mahmoud Abouyoussef, Muhammad Ismail, Shady S. Refaat
2023	—	`conf`	Static Eccentricity Fault Analysis in Three-Phase Induction Motors Using Current Signal. MetroXRAINE Shady S. Refaat, Ahmed Al-Shemmery, Kais Abdulmawjood, Sayed Mohammad Kameli, Abdelaziz Abuelrub
2022	J	`jnl`	Cascading Failure Vulnerability Analysis in Interdependent Power Communication Networks. IEEE Syst. J. Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin, Thomas J. Overbye
2022	J	`jnl`	Characteristic Study of Solar Photovoltaic Array Under Different Partial Shading Conditions. IEEE Access Kais Abdulmawjood, Samer Alsadi, Shady S. Refaat, Walid G. Morsi
2022	C	`conf`	Classification of Mechanical Faults in Rotating Machines Using SMOTE Method and Deep Neural Networks. IECON Maher Messaoudi, Shady S. Refaat, Mohamed Massaoudi, Ali Ghrayeb, Haitham Abu-Rub
2021	C	`conf`	A Computational Model for Aging Dependability in Polymeric Cable Insulation. IECON Qasim Khan, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat
2021	J	`jnl`	A Multiprocessing-Based Sensitivity Analysis of Machine Learning Algorithms for Load Forecasting of Electric Power Distribution System. IEEE Access Ameema Zainab, Dabeeruddin Syed, Ali Ghrayeb, Haitham Abu-Rub, Shady S. Refaat, Mahdi Houchati, Othmane Bouhali, Santiago Bañales Lopez
2021	J	`jnl`	An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting. IEEE Access Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Haitham Abu-Rub, Fakhreddine S. Oueslati
2021	J	`jnl`	Big Data Management in Smart Grids: Technologies and Challenges. IEEE Access Ameema Zainab, Ali Ghrayeb, Dabeeruddin Syed, Haitham Abu-Rub, Shady S. Refaat, Othmane Bouhali
2021	J	`jnl`	Characterization of Defects Inside the Cable Dielectric With Partial Discharge Modeling. IEEE Trans. Instrum. Meas. Qasim Khan, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat, Marek Olesz, Ahmad Darwish
2021	J	`jnl`	Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review. IEEE Access Mohamed Massaoudi, Ines Chihi, Haitham Abu-Rub, Shady S. Refaat, Fakhreddine S. Oueslati
2021	J	`jnl`	Deep Learning in Smart Grid Technology: A Review of Recent Advancements and Future Prospects. IEEE Access Mohamed Massaoudi, Haitham Abu-Rub, Shady S. Refaat, Ines Chihi, Fakhreddine S. Oueslati
2021	J	`jnl`	Deep Learning-Based Short-Term Load Forecasting Approach in Smart Grid With Clustering and Consumption Pattern Recognition. IEEE Access Dabeeruddin Syed, Haitham Abu-Rub, Ali Ghrayeb, Shady S. Refaat, Mahdi Houchati, Othmane Bouhali, Santiago Bañales Lopez
2021	J	`jnl`	Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark. IEEE Access Ameema Zainab, Ali Ghrayeb, Haitham Abu-Rub, Shady S. Refaat, Othmane Bouhali
2021	J	`jnl`	Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method. IEEE Access Mohamed Massaoudi, Haitham Abu-Rub, Shady S. Refaat, Mohamed Trabelsi, Ines Chihi, Fakhreddine S. Oueslati
2021	J	`jnl`	Enhancement of Frequency Control for Stand-Alone Multi-Microgrids. IEEE Access Kavita Singh, Mohammad Amir, Furkan Ahmad, Shady S. Refaat
2021	J	`jnl`	Household-Level Energy Forecasting in Smart Buildings Using a Novel Hybrid Deep Learning Model. IEEE Access Dabeeruddin Syed, Haitham Abu-Rub, Ali Ghrayeb, Shady S. Refaat
2021	C	`conf`	Investigation on Optimizing Cost Function to Penalize Underestimation of Load Demand through Deep Learning Modeling. IECON Dabeeruddin Syed, Haitham Abu-Rub, Ameema Zainab, Mahdi Houchati, Othmane Bouhali, Ali Ghrayeb, Shady S. Refaat
2021	—	`conf`	On the Impact of Control Center Allocation on Power-Communication Network Vulnerability. ISGT-Europe Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin
2021	J	`jnl`	Overview and Partial Discharge Analysis of Power Transformers: A Literature Review. IEEE Access Md Rashid Hussain, Shady S. Refaat, Haitham Abu-Rub
2021	J	`jnl`	PD Signal Attenuation in 550-kV GIS: Impact of Different Barriers on the Propagation of Electromagnetic Waves. IEEE Trans. Instrum. Meas. Ahmad Darwish, Graeme Coapes, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat
2021	J	`jnl`	Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications. IEEE Access Dabeeruddin Syed, Ameema Zainab, Ali Ghrayeb, Shady S. Refaat, Haitham Abu-Rub, Othmane Bouhali
2020	C	`conf`	A Robust Second-Order Sliding Mode Control of Sensorless Five Level Packed U Cell Inverter. IECON Abdelbasset Krama, Shady S. Refaat, Haitham Abu-Rub
2020	C	`conf`	An Effective Super-Twisting Control of a Standalone PUC5 Inverter. IECON Khaled Rayane, Atallah Benalia, Shady S. Refaat, Mohamed Trabelsi, Kamel Guesmi, Haitham Abu-Rub
2020	—	`conf`	Detection of Energy Theft in Smart Grids using Electricity Consumption Patterns. IEEE BigData Dabeeruddin Syed, Haitham Abu-Rub, Shady S. Refaat, Le Xie
2020	J	`jnl`	Dielectric Performance of Magneto-Nanofluids for Advancing Oil-Immersed Power Transformer. IEEE Access Md Rashid Hussain, Qasim Khan, Asfar Ali Khan, Shady S. Refaat, Haitham Abu-Rub
2020	J	`jnl`	Ensemble-Based Spam Detection in Smart Home IoT Devices Time Series Data Using Machine Learning Techniques. Inf. Ameema Zainab, Shady S. Refaat, Othmane Bouhali
2020	J	`jnl`	Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems. IEEE Access Sondes Gharsellaoui, Majdi Mansouri, Mohamed Trabelsi, Mohamed Faouzi Harkat, Shady S. Refaat, Hassani Messaoud
2020	—	`conf`	Performance Evaluation of Tree-based Models for Big Data Load Forecasting using Randomized Hyperparameter Tuning. IEEE BigData Ameema Zainab, Ali Ghrayeb, Mahdi Houchati, Shady S. Refaat, Haitham Abu-Rub
2020	J	`jnl`	Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption. Inf. Dabeeruddin Syed, Shady S. Refaat, Othmane Bouhali
2020	C	`conf`	Real-Time Digital Simulation for Sensorless Control Scheme based on Reduced-Order Sliding Mode Observer for Dual Star Induction Motor. IECON Saad Khadar, Abdellah Kouzou, Shady S. Refaat, Haitham Abu-Rub
2020	—	`conf`	Selective Harmonic Elimination PWM For a Cascaded Multi-level Inverter. ICIT Ahmed Lakhdar Kouzou, Abdelbasset Krama, Shady S. Refaat, Haitham Abu-Rub
2020	C	`conf`	Short-Term Electric Load Forecasting Based on Data-Driven Deep Learning Techniques. IECON Mohamed Massaoudi, Shady S. Refaat, Ines Chihi, Mohamed Trabelsi, Haitham Abu-Rub, Fakhreddine S. Oueslati
2020	—	`conf`	Stochastic Geometry Model for Interdependent Cyber-Physical Communication-Power Networks. ICC Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin
2019	J	`jnl`	A Novel Approach Based Deep RNN Using Hybrid NARX-LSTM Model For Solar Power Forecasting. CoRR Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Fakhreddine S. Oueslati
2019	—	`conf`	Averaging Ensembles Model for Forecasting of Short-term Load in Smart Grids. IEEE BigData Dabeeruddin Syed, Shady S. Refaat, Haitham Abu-Rub, Othmane Bouhali, Ameema Zainab, Le Xie
2019	J	`jnl`	Enhanced Evolutionary Symbolic Regression Via Genetic Programming for PV Power Forecasting. CoRR Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Fakhreddine S. Oueslati
2019	—	`conf`	Enhanced Machine Learning Approaches for Diagnosing Building Systems. IINTEC Sondes Gharsellaoui, Majdi Mansouri, Shady S. Refaat, Haitham Abu-Rub, Hassani Messaoud
2019	—	`conf`	Faulted Line Identification and Localization in Power System using Machine Learning Techniques. IEEE BigData Ameema Zainab, Shady S. Refaat, Dabeeruddin Syed, Ali Ghrayeb, Haitham Abu-Rub
2019	J	`jnl`	On the Electromagnetic Wave Behavior Due to Partial Discharge in Gas Insulated Switchgears: State-of-Art Review. IEEE Access Ahmad Darwish, Shady S. Refaat, Hamid A. Toliyat, Haitham Abu-Rub
2019	J	`jnl`	PV Power Forecasting Using Weighted Features for Enhanced Ensemble Method. CoRR Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Fakhreddine S. Oueslati
2018	—	`conf`	Model predictive control of packed U cells based transformerless single-phase dynamic voltage restorer. ICIT Mohamed Trabelsi, Hasan Komurcugil, Shady S. Refaat, Haitham Abu-Rub
2018	—	`conf`	Reliability evaluation of smart grid system with large penetration of distributed energy resources. ICIT Shady S. Refaat, Haitham Abu-Rub, Mohamed Trabelsi, Amira Mohamed
2017	—	`conf`	Big data impact on stability and reliability improvement of smart grid. IEEE BigData Shady S. Refaat, Amira Mohamed, Haitham Abu-Rub
2017	—	`conf`	Investigation into the effect of unbalanced supply voltage on detection of stator winding turn fault in PMSM. ICIT Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed, Mohamed Trabelsi
2017	—	`conf`	Transient stability impact of large-scale photovoltaic system on electric power grids. ISGT Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed
2016	—	`conf`	Big data, better energy management and control decisions for distribution systems in smart grid. IEEE BigData Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed
2015	C	`conf`	ANN-based diagnosis of incipient stator winding turn faults for three-phase induction motors in the presence of unbalanced supply voltage. IECON Shady S. Refaat, Haitham Abu-Rub
2014	C	`conf`	Open and closed-loop motor control system with incipient broken rotor bar fault detection using current signature. IECON Shady S. Refaat, Haitham Abu-Rub, Mohamed S. Saad, Atif Iqbal