Publications (136) MANUEL DOMÍNGUEZ GONZÁLEZ publications

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2025

  1. Adaptive model based on ESN for anomaly detection in industrial systems

    Evolving Systems, Vol. 16, Núm. 1

  2. Assessment and deployment of a LSTM-based virtual sensor in an industrial process control loop

    Neural Computing and Applications, Vol. 37, Núm. 17, pp. 10507-10519

  3. Conditioned fully convolutional denoising autoencoder for multi-target NILM

    Neural Computing and Applications, Vol. 37, Núm. 17, pp. 10491-10505

2024

  1. A PID Control Architecture Based on IEC 61499

    IFAC-PapersOnLine

  2. An Approach to Develop Digital Twins in Industry

    Sensors, Vol. 24, Núm. 3

  3. Deep Echo State Networks for Modelling of Industrial Systems

    Communications in Computer and Information Science

  4. Demostrador para el análisis de tráfico de red en subestaciones de tracción basadas en IEC61850

    Jornadas de Automática, Núm. 45

  5. Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder

    Integrated Computer-Aided Engineering, Vol. 31, Núm. 2, pp. 157-172

  6. Machine Learning Modeling in Industrial Processes for Visual Analysis

    Communications in Computer and Information Science

  7. Microstructural, durability and colorimetric properties of concrete coated with a controlled application of graphene oxide

    Journal of Building Engineering, Vol. 86

  8. Remote training platform for industrial control automation

    IFAC-PapersOnLine

2023

  1. Adaptive Model for Industrial Systems Using Echo State Networks

    Communications in Computer and Information Science

  2. Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation

    IFIP Advances in Information and Communication Technology

  3. Echo State Networks for anomaly detection in industrial systems

    IFAC-PapersOnLine

  4. Gemelo digital de una célula electro-neumática robotizada

    XLIV Jornadas de Automática: libro de actas: Universidad de Zaragoza, Escuela de Ingeniería y Arquitectura, 6, 7 y 8 de septiembre de 2023, Zaragoza

  5. Hands-on training in industrial cybersecurity for a multidisciplinary Master's degree

    IFAC-PapersOnLine

  6. Hierarchical Prediction in Incomplete Submetering Systems Using a CNN

    Communications in Computer and Information Science

  7. La automática: disciplina científica transversal oculta y transformadora : lección inaugural del Curso Académico 2023-2024, Campus de León

    Universidad de León

  8. NICEST - Master study proposal on Next generation Industrial Control Engineering for Sustainable water system Treatment

    36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS 2023

  9. Virtual Flow Meter for an Industrial Process

    Communications in Computer and Information Science