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ORCIDShady S. Refaat
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2020 – today
- 2025
[j25]Mohammad AlShaikh Saleh
, Ali Ghrayeb, Shady S. Refaat, Haitham Abu-Rub, Sunil P. Khatri, Jörg Kammermann:
Attention-Enhanced AGRU Framework for Induction Motor Incipient Fault Diagnosis in Electric Vehicles. IEEE Trans. Instrum. Meas. 74: 1-17 (2025)- 2024
- [j24]Tareq Foqha, Samer Alsadi, Osama Omari, Shady S. Refaat:
Optimization Techniques for Directional Overcurrent Relay Coordination: A Comprehensive Review. IEEE Access 12: 1952-2006 (2024) - [j23]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: 1-10 (2024) - [c29]Md. Asif Abbas, Shady S. Refaat:
Adaptive Neuro-Fuzzy Based Incipient Fault Detection and Diagnosis for Three Phase Induction Motor. ICIT 2024: 1-6 - [c28]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: 1-5 - 2023
- [j22]Tareq Foqha, Samer Alsadi, Shady S. Refaat, Kais Abdulmawjood:
Experimental Validation of a Mitigation Method of Ferranti Effect in Transmission Line. IEEE Access 11: 15878-15895 (2023) - [c27]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: 752-756 - [c26]Mahmoud Abouyoussef, Muhammad Ismail, Shady S. Refaat:
Secure and Privacy-Preserving Networking Strategy for Dynamic Wireless Charging of EVs. SmartGridComm 2023: 1-6 - [c25]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: 1-6 - [c24]Jacob Sweeten, Abdulrahman Takiddin, Muhammad Ismail, Shady S. Refaat, Rachad Atat:
Cyber-Physical GNN-Based Intrusion Detection in Smart Power Grids. SmartGridComm 2023: 1-6 - 2022
- [j21]Kais Abdulmawjood, Samer Alsadi, Shady S. Refaat, Walid G. Morsi:
Characteristic Study of Solar Photovoltaic Array Under Different Partial Shading Conditions. IEEE Access 10: 6856-6866 (2022) - [j20]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): 3500-3511 (2022) - [c23]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: 1-6 - 2021
- [j19]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: 31684-31694 (2021) - [j18]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: 33498-33511 (2021) - [j17]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: 36571-36588 (2021) - [j16]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: 54558-54578 (2021) - [j15]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: 54992-55008 (2021) - [j14]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: 57372-57384 (2021) - [j13]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: 59564-59585 (2021) - [j12]Md Rashid Hussain, Shady S. Refaat, Haitham Abu-Rub:
Overview and Partial Discharge Analysis of Power Transformers: A Literature Review. IEEE Access 9: 64587-64605 (2021) - [j11]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: 73046-73059 (2021) - [j10]Kavita Singh, Mohammad Amir, Furkan Ahmad, Shady S. Refaat:
Enhancement of Frequency Control for Stand-Alone Multi-Microgrids. IEEE Access 9: 79128-79142 (2021) - [j9]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: 136593-136615 (2021) - [j8]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: 150330-150344 (2021) - [j7]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: 1-13 (2021) - [j6]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: 1-11 (2021) - [c22]Qasim Khan, Shady S. Refaat, Haitham Abu-Rub, Hamid A. Toliyat:
A Computational Model for Aging Dependability in Polymeric Cable Insulation. IECON 2021: 1-5 - [c21]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: 1-7 - [c20]Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin:
On the Impact of Control Center Allocation on Power-Communication Network Vulnerability. ISGT-Europe 2021: 1-6 - 2020
- [j5]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: 163316-163328 (2020) - [j4]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: 171892-171902 (2020) - [j3]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): 344 (2020) - [j2]Dabeeruddin Syed, Shady S. Refaat, Othmane Bouhali:
Privacy Preservation of Data-Driven Models in Smart Grids Using Homomorphic Encryption. Inf. 11(7): 357 (2020) - [c19]Dabeeruddin Syed, Haitham Abu-Rub, Shady S. Refaat, Le Xie:
Detection of Energy Theft in Smart Grids using Electricity Consumption Patterns. IEEE BigData 2020: 4059-4064 - [c18]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: 5332-5339 - [c17]Rachad Atat, Muhammad Ismail, Shady S. Refaat, Erchin Serpedin:
Stochastic Geometry Model for Interdependent Cyber-Physical Communication-Power Networks. ICC 2020: 1-6 - [c16]Ahmed Lakhdar Kouzou, Abdelbasset Krama, Shady S. Refaat, Haitham Abu-Rub:
Selective Harmonic Elimination PWM For a Cascaded Multi-level Inverter. ICIT 2020: 1145-1150 - [c15]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: 2412-2417 - [c14]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: 2418-2423 - [c13]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: 2565-2570 - [c12]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: 4869-4874
2010 – 2019
- 2019
- [j1]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: 75822-75836 (2019) - [c11]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: 2931-2938 - [c10]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: 2975-2981 - [c9]Sondes Gharsellaoui, Majdi Mansouri, Shady S. Refaat, Haitham Abu-Rub, Hassani Messaoud:
Enhanced Machine Learning Approaches for Diagnosing Building Systems. IINTEC 2019: 136-141 - [i3]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 abs/1910.09404 (2019) - [i2]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 abs/1910.10064 (2019) - [i1]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 abs/1910.10065 (2019) - 2018
- [c8]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: 1279-1284 - [c7]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: 1926-1931 - 2017
- [c6]Shady S. Refaat, Amira Mohamed, Haitham Abu-Rub:
Big data impact on stability and reliability improvement of smart grid. IEEE BigData 2017: 1975-1982 - [c5]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: 312-317 - [c4]Shady S. Refaat, Haitham Abu-Rub, Amira Mohamed:
Transient stability impact of large-scale photovoltaic system on electric power grids. ISGT 2017: 1-6 - 2016
- [c3]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: 3115-3120 - 2015
- [c2]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: 5328-5334 - 2014
- [c1]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: 774-780
Coauthor Index
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