Publicaciones (145) Publicaciones de MANUEL DOMÍNGUEZ GONZÁLEZ

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2026

  1. A comprehensive study of incremental input-to-state stability in echo state networks: Hyperparameter influence and stability promotion in reduced models

    Neurocomputing, Vol. 680

  2. Reduced-order echo state networks for model predictive control in industrial applications

    European Journal of Control, Vol. 90

2025

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

    Evolving Systems, Vol. 16, Núm. 1

  2. Adquisición de tráfico de red en demostrador de subestación eléctrica

    Jornadas de Automática, Núm. 46

  3. 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

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

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

  5. ESN Architectures for Industrial Process Modelling to Develop Digital Twins

    Communications in Computer and Information Science

  6. ESN with Delayed Inputs to Model Industrial Processes

    Communications in Computer and Information Science

  7. Educational platform for training in IEC 61499

    IFAC-PapersOnLine

  8. Embedded deep reservoir computing for modelling complex industrial systems

    Integrated Computer-Aided Engineering

  9. Modelado de sistemas industriales no lineales mediante SINDyc para la construcción de gemelos digitales

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

  10. Reduced Echo State Networks for Model Predictive Control of a Quadruple-Tank Process

    European Control Conference (Piscataway, N.J. Online), ECC

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. 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