Modular Multilevel Converter Circulating Current Reduction Using Model Predictive Control. - Lazhar Ben-Brahim; Adel Gastli; Mohamed Trabelsi 001; Khalid A. Ghazi; Mahdi Houchati; Haitham Abu-Rub (IEEE Trans. Ind. Electron., 2016)

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)

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)

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)

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)

A Novel Optimal Wireless Thermal Sensor Placement Approach for Large Commercial Buildings. - Mahdi Houchati; Aymen Omri; Hussam Kanaan; Aiman Erbad; Muhammad Ibrar; Juan M. Corchado; Sergio Márquez Sánchez (ISNCC, 2023)

An Improved Distributed Computing Time-Series Short-term Load Forecasting Pipeline for MV Transmission Planning. - Hussam Kanaan; Maria Sainz-Ezkerra Galarraga; Mahdi Houchati; Javier Ontañon Ruiz; Santiago Bañales Lopez; Miguel Rodriguez Asensio (ISNCC, 2023)

Data Driven DRL Model For Home-Energy Control. - Mariam Fliss R.; Mahdi Houchati; Arantxa Ortiz Marina; Santiago Bañales Lopez (ISNCC, 2023)

REED: Enhanced Resource Allocation and Energy Management in SDN-Enabled Edge Computing-Based Smart Buildings. - Muhammad Ibrar; Aiman Erbad; Mohammed Abegaz; Aamir Akbar; Mahdi Houchati; Juan M. Corchado (IWCMC, 2023)