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)

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)