Antonio Muñoz San RoqueView profile
Professor
Dr. Antonio Muñoz San Roque is an Ordinary Professor at the Institute of Technological Research (IIT), affiliated with the Comillas Pontifical University, where he also serves as Director of the ICAI School of Engineering since 2018 and previously as Director of IIT since 2008. He teaches in the Department of Electronics, Automation, and Communications and conducts research in Intelligent Systems, focusing on the application of Artificial Intelligence and Machine Learning to industrial monitoring, time series forecasting, and electricity market analysis. His research interests include Machine Learning , Time Series Forecasting , Industrial Process Diagnosis , and Electricity Market Optimization . He applies advanced data analysis techniques to problems in energy systems, predictive maintenance, and smart grids, often combining statistical modeling with domain-specific engineering knowledge. The most recent publications highlight a strong trend in functional data forecasting , neural network interpretability , and energy market modeling . His work spans high-impact journals such as Energy , Applied Soft Computing , and IEEE Transactions on Power Systems , demonstrating consistent contributions to both theoretical methodologies and real-world industrial applications. Director of the award-winning work in the 'Axpo Iberia Award for the best Final Year Project 2023-24' He has advised numerous PhD students, including G. Mestre, J. Portela, and P. Moreno Alonso, and leads multiple industry-funded research projects with companies such as Endesa and Enel. His work integrates academic rigor with practical implementation, particularly in forecasting models for electricity markets and AI-driven industrial diagnostics. He is also involved in academic dissemination through seminars and conference organization, and has contributed to the development of training programs in machine learning for industry partners.
