Shady S. Refaat

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Fault Detection

Partial Discharge

Load Forecasting

Top Venues

Publications

Reza Jafari, Pouria Sarhadi, Amin Paykani, Shady S. Refaat, Pedram Asef
Optimal Torque Allocation for All-Wheel-Drive Electric Vehicles Using a Reinforcement Learning Algorithm. MECO (2024)
Md. Asif Abbas, Shady S. Refaat
Adaptive Neuro-Fuzzy Based Incipient Fault Detection and Diagnosis for Three Phase Induction Motor. ICIT (2024)
Tareq Foqha, Samer Alsadi, Osama Omari, Shady S. Refaat
Optimization Techniques for Directional Overcurrent Relay Coordination: A Comprehensive Review. IEEE Access 12 (2024)
Sayed Mohammad Kameli, Shady S. Refaat, Haitham Abu-Rub, Ahmad Darwish, Ali Ghrayeb, Marek Olesz
Ultrawideband Vivaldi Antenna With an Integrated Noise-Rejecting Parasitic Notch Filter for Online Partial Discharge Detection. IEEE Trans. Instrum. Meas. 73 (2024)
Tareq Foqha, Samer Alsadi, Shady S. Refaat, Kais Abdulmawjood
Experimental Validation of a Mitigation Method of Ferranti Effect in Transmission Line. IEEE Access 11 (2023)
Mahmoud Abouyoussef, Muhammad Ismail, Shady S. Refaat
Secure and Privacy-Preserving Networking Strategy for Dynamic Wireless Charging of EVs. SmartGridComm (2023)
Shady S. Refaat, Ahmed Al-Shemmery, Kais Abdulmawjood, Sayed Mohammad Kameli, Abdelaziz Abuelrub
Static Eccentricity Fault Analysis in Three-Phase Induction Motors Using Current Signal. MetroXRAINE (2023)
Sushil Poudel, J. Eileen Baugh, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat
Injection Attacks and Detection Strategy in Front-End Vehicle-to-Grid Communication. SmartGridComm (2023)
Jacob Sweeten, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat, Rachad Atat
Cyber-Physical GNN-Based Intrusion Detection in Smart Power Grids. SmartGridComm (2023)
Kais Abdulmawjood, Samer Alsadi, Shady S. Refaat, Walid G. Morsi
Characteristic Study of Solar Photovoltaic Array Under Different Partial Shading Conditions. IEEE Access 10 (2022)
Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin, Thomas J. Overbye
Cascading Failure Vulnerability Analysis in Interdependent Power Communication Networks. IEEE Syst. J. 16 (3) (2022)
Maher Messaoudi, Shady S. Refaat, Mohamed Massaoudi, Ali Ghrayeb, Haitham Abu-Rub
Classification of Mechanical Faults in Rotating Machines Using SMOTE Method and Deep Neural Networks. IECON (2022)
Dabeeruddin Syed, Haitham Abu-Rub, Ameema Zainab, Mahdi Houchati, Othmane Bouhali, Ali Ghrayeb, Shady S. Refaat
Investigation on Optimizing Cost Function to Penalize Underestimation of Load Demand through Deep Learning Modeling. IECON (2021)
Ameema Zainab, Ali Ghrayeb, Haitham Abu-Rub, Shady S. Refaat, Othmane Bouhali
Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark. IEEE Access 9 (2021)
Kavita Singh, Mohammad Amir, Furkan Ahmad, Shady S. Refaat
Enhancement of Frequency Control for Stand-Alone Multi-Microgrids. IEEE Access 9 (2021)
Dabeeruddin Syed, Haitham Abu-Rub, Ali Ghrayeb, Shady S. Refaat
Household-Level Energy Forecasting in Smart Buildings Using a Novel Hybrid Deep Learning Model. IEEE Access 9 (2021)
Dabeeruddin Syed, Ameema Zainab, Ali Ghrayeb, Shady S. Refaat, Haitham Abu-Rub, Othmane Bouhali
Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications. IEEE Access 9 (2021)
Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Haitham Abu-Rub, Fakhreddine S. Oueslati
An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting. IEEE Access 9 (2021)
Qasim Khan, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat
A Computational Model for Aging Dependability in Polymeric Cable Insulation. IECON (2021)
Mohamed Massaoudi, Ines Chihi, Haitham Abu-Rub, Shady S. Refaat, Fakhreddine S. Oueslati
Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review. IEEE Access 9 (2021)
Qasim Khan, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat, Marek Olesz, Ahmad Darwish
Characterization of Defects Inside the Cable Dielectric With Partial Discharge Modeling. IEEE Trans. Instrum. Meas. 70 (2021)
Mohamed Massaoudi, Haitham Abu-Rub, Shady S. Refaat, Mohamed Trabelsi, Ines Chihi, Fakhreddine S. Oueslati
Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method. IEEE Access 9 (2021)
Ameema Zainab, Dabeeruddin Syed, Ali Ghrayeb, Haitham Abu-Rub, Shady S. Refaat, Mahdi Houchati, Othmane Bouhali, Santiago Bañales Lopez
A Multiprocessing-Based Sensitivity Analysis of Machine Learning Algorithms for Load Forecasting of Electric Power Distribution System. IEEE Access 9 (2021)
Ameema Zainab, Ali Ghrayeb, Dabeeruddin Syed, Haitham Abu-Rub, Shady S. Refaat, Othmane Bouhali
Big Data Management in Smart Grids: Technologies and Challenges. IEEE Access 9 (2021)
Md Rashid Hussain, Shady S. Refaat, Haitham Abu-Rub
Overview and Partial Discharge Analysis of Power Transformers: A Literature Review. IEEE Access 9 (2021)
Dabeeruddin Syed, Haitham Abu-Rub, Ali Ghrayeb, Shady S. Refaat, Mahdi Houchati, Othmane Bouhali, Santiago Bañales Lopez
Deep Learning-Based Short-Term Load Forecasting Approach in Smart Grid With Clustering and Consumption Pattern Recognition. IEEE Access 9 (2021)
Mohamed Massaoudi, Haitham Abu-Rub, Shady S. Refaat, Ines Chihi, Fakhreddine S. Oueslati
Deep Learning in Smart Grid Technology: A Review of Recent Advancements and Future Prospects. IEEE Access 9 (2021)
Ahmad Darwish, Graeme Coapes, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat
PD Signal Attenuation in 550-kV GIS: Impact of Different Barriers on the Propagation of Electromagnetic Waves. IEEE Trans. Instrum. Meas. 70 (2021)
Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin
On the Impact of Control Center Allocation on Power-Communication Network Vulnerability. ISGT-Europe (2021)
Khaled Rayane, Atallah Benalia, Shady S. Refaat, Mohamed Trabelsi, Kamel Guesmi, Haitham Abu-Rub
An Effective Super-Twisting Control of a Standalone PUC5 Inverter. IECON (2020)
Ahmed Lakhdar Kouzou, Abdelbasset Krama, Shady S. Refaat, Haitham Abu-Rub
Selective Harmonic Elimination PWM For a Cascaded Multi-level Inverter. ICIT (2020)
Md Rashid Hussain, Qasim Khan, Asfar Ali Khan, Shady S. Refaat, Haitham Abu-Rub
Dielectric Performance of Magneto-Nanofluids for Advancing Oil-Immersed Power Transformer. IEEE Access 8 (2020)
Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin
Stochastic Geometry Model for Interdependent Cyber-Physical Communication-Power Networks. ICC (2020)
Ameema Zainab, Ali Ghrayeb, Mahdi Houchati, Shady S. Refaat, Haitham Abu-Rub
Performance Evaluation of Tree-based Models for Big Data Load Forecasting using Randomized Hyperparameter Tuning. IEEE BigData (2020)
Dabeeruddin Syed, Haitham Abu-Rub, Shady S. Refaat, Le Xie
Detection of Energy Theft in Smart Grids using Electricity Consumption Patterns. IEEE BigData (2020)
Abdelbasset Krama, Shady S. Refaat, Haitham Abu-Rub
A Robust Second-Order Sliding Mode Control of Sensorless Five Level Packed U Cell Inverter. IECON (2020)
Ameema Zainab, Shady S. Refaat, Othmane Bouhali
Ensemble-Based Spam Detection in Smart Home IoT Devices Time Series Data Using Machine Learning Techniques. Inf. 11 (7) (2020)
Dabeeruddin Syed, Shady S. Refaat, Othmane Bouhali
Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption. Inf. 11 (7) (2020)
Mohamed Massaoudi, Shady S. Refaat, Ines Chihi, Mohamed Trabelsi, Haitham Abu-Rub, Fakhreddine S. Oueslati
Short-Term Electric Load Forecasting Based on Data-Driven Deep Learning Techniques. IECON (2020)
Saad Khadar, Abdellah Kouzou, Shady S. Refaat, Haitham Abu-Rub
Real-Time Digital Simulation for Sensorless Control Scheme based on Reduced-Order Sliding Mode Observer for Dual Star Induction Motor. IECON (2020)
Sondes Gharsellaoui, Majdi Mansouri, Mohamed Trabelsi, Mohamed Faouzi Harkat, Shady S. Refaat, Hassani Messaoud
Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems. IEEE Access 8 (2020)
Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Fakhreddine S. Oueslati
PV Power Forecasting Using Weighted Features for Enhanced Ensemble Method. CoRR (2019)
Sondes Gharsellaoui, Majdi Mansouri, Shady S. Refaat, Haitham Abu-Rub, Hassani Messaoud
Enhanced Machine Learning Approaches for Diagnosing Building Systems. IINTEC (2019)
Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Fakhreddine S. Oueslati
A Novel Approach Based Deep RNN Using Hybrid NARX-LSTM Model For Solar Power Forecasting. CoRR (2019)
Dabeeruddin Syed, Shady S. Refaat, Haitham Abu-Rub, Othmane Bouhali, Ameema Zainab, Le Xie
Averaging Ensembles Model for Forecasting of Short-term Load in Smart Grids. IEEE BigData (2019)
Mohamed Massaoudi, Ines Chihi, Lilia Sidhom, Mohamed Trabelsi, Shady S. Refaat, Fakhreddine S. Oueslati
Enhanced Evolutionary Symbolic Regression Via Genetic Programming for PV Power Forecasting. CoRR (2019)
Ameema Zainab, Shady S. Refaat, Dabeeruddin Syed, Ali Ghrayeb, Haitham Abu-Rub
Faulted Line Identification and Localization in Power System using Machine Learning Techniques. IEEE BigData (2019)
Ahmad Darwish, Shady S. Refaat, Hamid A. Toliyat, Haitham Abu-Rub
On the Electromagnetic Wave Behavior Due to Partial Discharge in Gas Insulated Switchgears: State-of-Art Review. IEEE Access 7 (2019)
Mohamed Trabelsi, Hasan Komurcugil, Shady S. Refaat, Haitham Abu-Rub
Model predictive control of packed U cells based transformerless single-phase dynamic voltage restorer. ICIT (2018)
Shady S. Refaat, Haitham Abu-Rub, Mohamed Trabelsi, Amira Mohamed
Reliability evaluation of smart grid system with large penetration of distributed energy resources. ICIT (2018)
Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed, Mohamed Trabelsi
Investigation into the effect of unbalanced supply voltage on detection of stator winding turn fault in PMSM. ICIT (2017)
Shady S. Refaat, Amira Mohamed, Haitham Abu-Rub
Big data impact on stability and reliability improvement of smart grid. IEEE BigData (2017)
Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed
Transient stability impact of large-scale photovoltaic system on electric power grids. ISGT (2017)
Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed
Big data, better energy management and control decisions for distribution systems in smart grid. IEEE BigData (2016)
Shady S. Refaat, Haitham Abu-Rub
ANN-based diagnosis of incipient stator winding turn faults for three-phase induction motors in the presence of unbalanced supply voltage. IECON (2015)
Shady S. Refaat, Haitham Abu-Rub, Mohamed S. Saad, Atif Iqbal
Open and closed-loop motor control system with incipient broken rotor bar fault detection using current signature. IECON (2014)