Publications (106)

2022

  1. Remote training in cybersecurity for industrial control systems

    IFAC-PapersOnLine

  2. Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network

    Communications in Computer and Information Science

  3. Overview and future trends of control education

    IFAC-PapersOnLine

  4. Armario para la formación en automatización y control de subestaciones eléctricas de tracción

    XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)

  5. Design of Platforms for Experimentation in Industrial Cybersecurity

    Applied Sciences (Switzerland), Vol. 12, Núm. 13

  6. Demostradores para la formación en digitalización de la industria coord.

    Premios a la innovación en la enseñanza, Núm. 21, pp. 65-116

2021

  1. Virtual sensor for probabilistic estimation of the evaporation in cooling towers

    Integrated Computer-Aided Engineering, Vol. 28, Núm. 4, pp. 369-381

  2. Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings

    IEEE Transactions on Smart Grid, Vol. 12, Núm. 3, pp. 2722-2731

  3. Evaluation of feature learning for anomaly detection in network traffic

    Evolving Systems, Vol. 12, Núm. 1, pp. 79-90

  4. Environment for education on Industry 4.0

    IEEE Access

2020

  1. Development of a Remote Industrial Laboratory for Automatic Control based on Node-RED

    IFAC-PapersOnLine

  2. Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network

    Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, pp. 155-166

  3. Feature extraction from building submetering networks using deep learning

    Sensors (Switzerland), Vol. 20, Núm. 13, pp. 1-21

  4. Estimating cooling production and monitoring efficiency in chillers using a soft sensor

    Neural Computing and Applications, Vol. 32, Núm. 23, pp. 17291-17308

  5. Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees

    IEEE Access, Vol. 8, pp. 212818-212836

  6. Development of a Remote Industrial Laboratory for Automatic Control based on Node-RED

    IFAC-PapersOnLine, Vol. 53, Núm. 2, pp. 17210-17215

2019

  1. Data-driven tool for monitoring of students performance

    IFAC-PapersOnLine

  2. Comparison of network intrusion detection performance using feature representation

    Communications in Computer and Information Science

  3. A deep learning approach for fusing sensor data from screw compressors

    Sensors (Switzerland), Vol. 19, Núm. 13

  4. A data-driven approach for enhancing the efficiency in chiller plants: A hospital case study

    Energies, Vol. 12, Núm. 5