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IIT Annual Academic Report Campaign

Course 2022 - 2023 - English Version


The information available of Dr.D.Antonio Muñoz San Roque since September 01, 2022 to August 31, 2023 is showed below.

This information will be used to develop the IIT Annual Academic Report and the Comillas Annual Report, so it is very important that it is correct and complete. All fields displayed in each reference must have information, unless otherwise stated (eg "Not Applicable"). Please, complete it. Also make sure the information is displayed in the correct section.

If you find any errors or missing information, please send an email by clicking here indicating the section and incorrect or missing information.

To send comments/suggestions/bugs... on the website, please click here.

To view the Spanish Version, click here.

To view the Full Version of the report, click here.


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Chapter 1. Organizational structure   [Expandir/Contraer | Expandir/Contraer]

  • 1.1 Management    Expandir/Contraer

      *Not applicable.
       
  • 1.2 Council    Expandir/Contraer

      *Not applicable.
       
  • 1.3 Area coordinators    Expandir/Contraer

      *Without information.
       
  • 1.4 Scientific advisory board    Expandir/Contraer

    • 1.5 Academic staff    Expandir/Contraer

        *Name: Antonio Muñoz San Roque
        Category: Professor
        Degree: Ph.D. in Industrial Engineering (Comillas)
        Electrical Engineer (Comillas)
        Areas of Interest: Time series forecasting. Machine learning. Application of Artificial Intelligence techniques to the operation and maintenance of industrial processes. Electricity markets analysis and optimal operation.
        ICAI Department: DEAC
         
    • 1.6 Associated academic staff    Expandir/Contraer

        *Not applicable.
         
    • 1.7 Pre- and postdoctoral fellows    Expandir/Contraer

        *Not applicable.
         
    • 1.8 Areas of Research    Expandir/Contraer

      • 1.8.1 MAC Coordinator
        *Without information.
         
      • 1.8.2 REDES Coordinator
        *Without information.
         
      • 1.8.3 RYE Coordinator
        *Without information.
         
      • 1.8.4 SADSE Coordinator
        *Without information.
         
      • 1.8.5 PCI Coordinator
        *Without information.
         
      • 1.8.6 ASF Coordinator
        *Without information.
         
      • 1.8.7 ASI Coordinator
        *Without information.
         
      • 1.8.8 BIO Coordinator
        *Without information.
         
      • 1.8.9 SMS Coordinator
        *Without information.
         
    • 1.9 Services staff    Expandir/Contraer

      • 1.9.1 Systems Administrator Staff
        *Not applicable.
         
      • 1.9.2 Administrative Staff
        *Not applicable.
         

    Chapter 2. Research   [Expandir/Contraer | Expandir/Contraer]

    • 2.1 Research Projects    Expandir/Contraer

      • 2.1.1 Research and develop projects
      • 2.1.1.1 Private funding
        *Abbreviated name: HADES_2022
        Project title: Development of a deterministic prediction model for residual demand curves in the secondary regulation market
        Funding entity: Endesa Medios y Sistemas S.L
        Start date: April 2022
        End date: December 2022
        Researcher(s): José Portela González, Antonio Muñoz San Roque, Alberto González Sánchez
        Description: The objective of the proposed collaboration is the development of a deterministic prediction model for residual demand curves in the secondary regulation market. The model will take into account the effect of existing regulatory regions as well as the adaptation to new regulatory changes.
         
        *Abbreviated name: CE_AIAM
        Project title: ENDESA Chair for applications of artificial intelligence to data-driven maintenance
        Funding entity: Endesa Generación, S.A
        Start date: January 2023
        End date: December 2026
        Researcher(s): Miguel Ángel Sanz Bobi, Antonio Muñoz San Roque, Francisco Javier Bellido López, Eugenio Francisco Sánchez Úbeda
        Description: The main goal of the Chair is to help ENDESA, in particular, and the energy sector in general, to take advantage of the opportunities offered by Artificial Intelligence by generating knowledge and disseminating it to society. Its main objectives are to investigate and share AI applications in the Maintenance and Management of generation assets to facilitate the energy transition towards a long-term sustainable model following the Sustainable Development Goals.
         
        *Abbreviated name: ENDESA_PROTECCIONES_2023
        Project title: Design and implementation of an algorithm for power line protection under high penetration of renewables
        Funding entity: Gas y Electricidad Generación S.A.
        Start date: April 2023
        End date: December 2023
        Researcher(s): Antonio Muñoz San Roque, Luis Rouco Rodríguez, Lukas Sigrist, José Portela González
        Description: The objective of this project is the design and implementation of an algorithm for the protection of power lines in conditions of high penetration of RES. The proposed algorithm is based on the application of Machine Learning techniques for the detection and classification of faults based on a set of fault scenarios obtained both from real records and through simulation.
         
      • 2.1.1.2 Public funding
        *Abbreviated name: RETOSCOL-RC4ALL-2020
        Project title: RC4ALL: Responsible consumption for all
        Funding entity: Ministerio de Ciencia e Innovación (MCI), Agencia Estatal de Investigación (AEI)
        Start date: May 2020
        End date: December 2023
        Researcher(s): Eugenio Francisco Sánchez Úbeda, Antonio Muñoz San Roque, José Portela González, Ignacio Navas Pascual, Francisco Rodríguez Cuenca
        Description: The main objective of the RC4ALL project (Responsible Consumption for All) is to develop a system that, based on the specific information on consumption per device of a relatively small number of representative customers and complementing it with information from external sources, is capable of generating personalized recommendations that improve the efficiency of consumption for the entire customer base of the company. Machine Learning and Big Data techniques will be used.

        Project Retos- Colaboración RTC2019-007380-3 funded by Ministerio de Ciencia e Innovación (MCI) and Agencia Estatal de Investigación (AEI)

         
        *Abbreviated name: RETOSINV-chronic-IoT-2020
        Project title: Development of movement behavior models of complex chronic patients
        Funding entity: Ministerio de Ciencia e Innovación (MCIN), Agencia Estatal de Investigación (AEI)
        Start date: June 2020
        End date: November 2023
        Researcher(s): Eugenio Francisco Sánchez Úbeda, Rafael Palacios Hielscher, Antonio Muñoz San Roque, José Portela González, Carlos Rodríguez-Morcillo García, Alejandro Polo Molina
        Description: The aim of this project, coordinated with Virgen del Rocío University Hospital (HUVR), is to investigate how the deterioration of mobility may reflect changes in the patient's clinical condition, and its degeneration in the domain of integrated care of complex chronic patient. To fulfill this objective, an IoT infrastructure and information system is developed. Based on the collected data on patients mobility, machine learning techniques are applied to create patterns capable of modeling and characterizing movement in the patients in order to explain aspects of the clinical evolution of patients.

        Project PID2019-110747RB-C22/ funded by MCIN/AEI/10.13039/501100011033

         
      • 2.1.2 Consultancy and technological support
      • 2.1.2.1 Private funding
        *Without information.
         
      • 2.1.2.2 Public funding
        *Without information.
         
      • 2.1.3 Services and analysis projects
      • 2.1.3.1 Private funding
        *Without information.
         
      • 2.1.3.2 Public funding
        *Without information.
         
    • 2.2 Publications    Expandir/Contraer

      • 2.2.1 Books
        *Without information.
         
      • 2.2.2 Chapters in books
        *Without information.
         
      • 2.2.3 Papers in Journals
        *Without information.
         
      • 2.2.4 Papers in Congress
        *Author(s): C. Álvarez-Romero, J.A. Rivas-González, C. Jiménez-de-Juan, A. Polo-Molina, E.F. Sánchez-Úbeda, C. Rodríguez-Morcillo, R. Palacios, J. Portela, A. Muñoz, C.L. Parra-Calderón, C. Hernández-Quiles
        Title: Evaluación de la movilidad de pacientes crónicos complejos mediante dispositivos de seguimiento para su valoración pronóstica
        Type: Poster
        Congress: XIX IBiS Researchers Forum
        City: Seville
        Country: Spain
        Date: 15-16 March 2023
        ISBN:
         
        *Author(s): A. Polo-Molina, E.F. Sánchez-Úbeda, J. Portela, R. Palacios, C. Rodríguez-Morcillo, A. Muñoz, C. Álvarez-Romero, C. Hernández-Quiles
        Title: Analyzing mobility patterns of complex chronic patients using wearable activity trackers: a machine learning approach
        Type: Communication
        Congress: 9th International Conference on Time Series and Forecasting - ITISE 2023
        City: Las Palmas de Gran Canaria
        Country: Spain
        Date: 12-14 July 2023
        ISBN:
         
        *Author(s): F. Rodríguez-Cuenca, E.F. Sánchez-Úbeda, J. Portela, A. Muñoz, V. Guizien, A. Veiga, A. Mateo
        Title: Probability density-based energy-saving recommendations for household refrigerating appliances
        Type: Communication
        Congress: 9th International Conference on Time Series and Forecasting - ITISE 2023
        City: Las Palmas de Gran Canaria
        Country: Spain
        Date: 12-14 July 2023
        ISBN:
         
      • 2.2.5 IIT Technical Documents
        *Without information.
         
      • 2.2.6 Other Publications
        *Without information.
         
    • 2.3 Software Products    Expandir/Contraer

      Chapter 3. Teaching   [Expandir/Contraer | Expandir/Contraer]

      • 3.1 Supervised Bachelor Theses at IIT    Expandir/Contraer

        • 3.1.1 Bachelor's Degree in Engineering for Industrial Technologies
          *Without information.
           
        • 3.1.2 Bachelor's Degree in Engineering in Telecommunications Technologies
          *Without information.
           
      • 3.2 Postgraduate Teaching    Expandir/Contraer

        • 3.2.1 Master Courses
        • 3.2.1.1 Official Master's Degree in Industrial Engineering (MII)
          *Without information.
           
        • 3.2.1.2 Official Master's Degree in Telecommunications Engineering (MIT)
          *Without information.
           
        • 3.2.1.3 Official Master's Degree in the Electric Power Industry (MEPI)
          *Without information.
           
        • 3.2.1.4 Master in Railway Systems (MSF)
          *Without information.
           
        • 3.2.1.5 Master in Project, Construction and Maintenance of High Voltage Electrical Transmission (On-line)
          *Without information.
           
        • 3.2.1.6 Master in Fire Protection Engineering (MIPCI)
          *Without information.
           
        • 3.2.1.7 MBA in the Global Energy Industry
          *Without information.
           
        • 3.2.1.8 Master's Degree in Smart Industry (MIC)
          *Without information.
           
        • 3.2.1.9 Master’s Degree in International Industrial Project Management
          *Without information.
           
        • 3.2.1.10 Master in Electricity Generation. Promotion, Technology and Operation (MGE) (On-line)
          *Without information.
           
        • 3.2.1.11 Master's Degree in Big Data Technologies and Advanced Analytics (MBD)
          *Without information.
           
        • 3.2.1.12 Master's Degree in Management Solutions (MCN)
          *Without information.
           
        • 3.2.1.13 Master's Degree in Smart Grids (MSG)
          *Without information.
           
        • 3.2.1.14 Master in Biomechanics Applied to Damage Assessment; Advanced Physical Therapy Techniques
          *Without information.
           
        • 3.2.1.15 Master in Mobility and Safety Engineering (MMS)
          *Without information.
           
        • 3.2.1.16 Master in Electrical Technology (MTE)
          *Without information.
           
        • 3.2.1.16 Master in smart agricultural industry and sustainability
          *Without information.
           
        • 3.2.1.17 Official Master's Degree in Biomechanics and Sports Physiotherapy
          *Without information.
           
        • 3.2.2 Master Theses supervised at IIT
        • 3.2.2.1 Official Master's Degree in Industrial Engineering (MII)
          *Without information.
           
        • 3.2.2.2 Official Master's Degree in Telecommunications Engineering (MIT)
          *Without information.
           
        • 3.2.2.3 Official Master's Degree in the Electric Power Industry (MEPI)
          *Without information.
           
        • 3.2.2.4 Erasmus Mundus International Master in Economics and Management of Network Industries (EMIN)
          *Without information.
           
        • 3.2.2.5 Master in Railway Systems (MSF)
          *Without information.
           
        • 3.2.2.6 MBA in the Global Energy Industry
          *Without information.
           
        • 3.2.2.7 Master in Fire Protection Engineering (MIPCI)
          *Without information.
           
        • 3.2.2.8 Master's Degree in Smart Industry (MIC)
          *Without information.
           
        • 3.2.2.9 Master’s Degree in International Industrial Project Management
          *Without information.
           
        • 3.2.2.10 Master's Degree in Big Data Technologies and Advanced Analytics (MBD)
          *Without information.
           
        • 3.2.2.11 Master in Electricity Generation. Promotion, Technology and Operation (MGE) (On-line)
          *Without information.
           
        • 3.2.2.12 Master's Degree in Management Solutions (MCN)
          *Without information.
           
        • 3.2.2.13 Master in Project, Construction and Maintenance of High Voltage Electrical Transmission (On-line)
          *Without information.
           
        • 3.2.2.15 Official Master's Degree in Engineering Research (MIMSI)
          *Without information.
           
        • 3.2.2.16 Master's Degree in Smart Grids (MSG)
          *Without information.
           
        • 3.2.2.17 Master in Biomechanics Applied to Damage Assessment; Advanced Physical Therapy Techniques
          *Without information.
           
        • 3.2.2.18 Master in Mobility and Safety Engineering (MMS)
          *Without information.
           
        • 3.2.2.19 Master in Electrical Technology (MTE)
          *Without information.
           
        • 3.2.2.20 Official Master's Degree in Biomechanics and Sports Physiotherapy
          *Without information.
           
        • 3.2.2.21 Master in Environment and Energy Transition
          *Without information.
           
      • 3.3 Other Academic Activities    Expandir/Contraer

        • 3.3.1 External Master Courses
          *Without information.
           
        • 3.3.2 Supervised Master Theses in other Universities
          *Without information.
           
        • 3.3.3 Developed Master Theses in other Universities
          *Without information.
           

      Chapter 4. Doctorate   [Expandir/Contraer | Expandir/Contraer]

      • 4.1 ICAI Engineers' Association PhD Scholarship    Expandir/Contraer

          *Without information.
           
      • 4.2 Training complements    Expandir/Contraer

          *Without information.
           
      • 4.3 Training activities    Expandir/Contraer

          *Without information.
           
      • 4.4 Doctoral Theses    Expandir/Contraer

        • 4.4.1 Comillas Submitted Theses
          *Without information.
           
        • 4.4.2 Submitted Theses in other Universities
          *Without information.
           
        • 4.4.3 Comillas Ongoing Theses
          *Title: Contribuciones al análisis y la previsión de los precios del petróleo
          Author: Pedro Moreno Alonso
          Supervisor(s): Antonio Muñoz San Roque
           
          *Title: Explainable Artificial Intelligence (XAI) Techniques based on Partial Derivatives
          Author: Jaime Pizarroso Gonzalo
          Supervisor(s): José Portela González and Antonio Muñoz San Roque
           

      Chapter 5. Other Activities   [Expandir/Contraer | Expandir/Contraer]

      • 5.1 EES-UETP    Expandir/Contraer

        • 5.2 International Exchanges    Expandir/Contraer

            *Without information.
             
        • 5.3 Visiting professors    Expandir/Contraer

            *Without information.
             
        • 5.4 Visiting students    Expandir/Contraer

            *Without information.
             
        • 5.5 Courses offered and coordinated to external companies and institutions    Expandir/Contraer

            *Without information.
             
        • 5.6 Conferences, Seminars, Roundtables and Workshops Contributions    Expandir/Contraer

            *Lecturer(s): David Alfaya Sánchez, José Portela González, Antonio Muñoz San Roque
            Title: Advances in Machine Learning
            Event: Seminario de Investigación GIIDA
            Funding entity: Grupo de Investigación en Innovación Docente y Analytics - GIIDA. Universidad Pontificia Comillas
            Type: Seminar
             
        • 5.7 Congress, Seminars and Journals Organization    Expandir/Contraer

            *Without information.
             
        • 5.8 Other Academic Activities Organization    Expandir/Contraer

            *Without information.
             
        • 5.9 Other Activities    Expandir/Contraer

            *Without information.
             

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