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Dr. Antonio Muñoz San Roque

Current position:
Research Area:
Association date:
AA25. D-500
Phone Number:
+34 91 542-2800 ext. 6255
Researcher ID:
Google Scholar ID:


Antonio Muñoz San Roque obtained the PhD (1996) and the MSc (1991) degrees in Electrical and Electronics Engineering from the Universidad Pontificia Comillas, Madrid. He joined the Institute for Research in Technology (IIT) in 1992 where he is now a research fellow in the Intelligent Systems Research Area. He is a Professor of the Electronics Department at the ICAI School of Engineering of the Universidad Pontificia Comillas. His areas of interest include the application of Artificial Intelligence and Machine Learning techniques to the monitoring and diagnosis of industrial processes, nonlinear time series forecasting and Data analytics and Machine Learning in electricity markets. At the IIT he became Deputy Director in 2002 and Director of the Institute from 2008 to 2010. In 2010 he was appointed as Vice-dean for Academic Affairs at the Engineering School until 2018, when he was elected as Dean.

Areas of interest:

Time series forecasting. Data mining. Application of artificial intelligence techniques to the monitoring and diagnosis of industrial processes. Analog electronics and digital signal processing.

Journal Publications


Conference Papers

Invited Conferences and Seminars

  • Chair in 2nd International Conference on Renewable Energy Research and Applications -ICRERA 2013 Program Chair. Universidad Pontificia Comillas e International Journal of Renewable Energy Research (IJRER). Madrid (Spain). Oct 2013.
  • Seminar "Applied forecasting". Universidad Pontificia Comillas. Madrid (Spain). Nov 2012.
  • Seminar "Applied forecasting". Universidad Pontificia Comillas. Madrid (Spain). Mar 2012.
  • Seminar "Predicción y análisis de datos en el ámbito del mercado eléctrico" Máster de Investigación en Tecnologías Industriales y de Telecomunicación. Universidad Miguel Hernández. Elche (Spain). Apr 2011.
  • Seminar "Applied forecasting". Universidad Pontificia Comillas. Madrid (Spain). Mar 2011.
  • Seminar "Técnicas de predicción". Universidad Pontificia Comillas. Madrid (Spain). Jun 2010.
  • Seminar "Redes Neuronales". Universidad Pontificia Comillas. Madrid (Spain). Mar 2010.
  • Seminar "Introducción a las Redes Neuronales Artificiales". Universidad Pontificia Comillas. Madrid (Spain). May 2009.
  • Conference "Modelos de predicción a corto plazo del precio del mercado eléctrico español" seminario de la Cátedra UAM-IIC de Aprendizaje Automático en Modelado y Predicción. Instituto de Ingeniería del Conocimiento (Universidad Autónoma de Madrid). Madrid (Spain). May 2009.
  • Presentation "Actividades de I+D+i en el IIT". International Council on Large Electric Systems (CIGRE). Madrid (Spain). Feb 2009.
  • Seminar "Técnicas de Predicción". Universidad Pontificia Comillas. Madrid (Spain). Jan 2009.
  • Seminar "Predicción de la demanda y precios de la electricidad" Aula de Investigación. Universidad Pontificia Comillas. Madrid (Spain). Oct 2008.
  • Seminar "Técnicas de predicción" Aula de Investigación. Universidad Pontificia Comillas. Madrid (Spain). Oct 2008.

Organization of Scientific Meetings

  • Organization of "Workshop DENISE: Distribución Energética Inteligente Segura y Eficiente". Instituto Investigación Tecnológica y Endesa. Madrid (Spain). Jul 2009.
  • Organization of "1984-2009: 25 años de Investigación Tecnológica en España". Instituto de Investigación Tecnológica (Universidad Pontificia Comillas de Madrid). Madrid (Spain). Jun 2009.

Media and Research Dissemination

Other Activities

  • Doctoral Defense Committee of Marcos Peirotén, R. de. «Short -term forecasting of electricit y prices: a hybrid methodolog y based on fundamental and statistical analysis». Universidad Pontificia Comillas. Madrid (Spain). Oct 2020.
  • Doctoral Defense Committee of Danesin, A. «Modelling and assessment of sutainability in transport policies». Universidad Pontificia Comillas. Madrid (Spain). Jul 2017.
  • Doctoral Defense Committee of Andrade Vieira, R.J. «Life centered maintenance: a new methodology for maintenance management and planning applied to wind turbines». Universidad Pontificia Comillas. Madrid (Spain). Sep 2015.