Publicaciones en colaboración con investigadores/as de Universidad de Mondragón/Mondragon Unibertsitatea (19)

2024

  1. Piecewise Modeling Based on Particle Swarm Optimization Algorithm Using Numerical Data

    IEEE International Conference on Fuzzy Systems

2023

  1. Few-shot incremental learning in the context of solar cell quality inspection

    Expert Systems with Applications, Vol. 228

  2. PMA models for nonlinear control: Nonlinear Damping and Limit-Cycle Induction for Reference Tracking

    IFAC-PapersOnLine

  3. Piecewise Control System Design Based on Modeling Algorithms Using Numerical Data

    ACM International Conference Proceeding Series

2021

  1. Anomaly detection and automatic labeling for solar cell quality inspection based on generative adversarial network

    Sensors, Vol. 21, Núm. 13

  2. Petri net implementation in programmable logic controllers: Methodology for development and validation

    SAMI 2021 - IEEE 19th World Symposium on Applied Machine Intelligence and Informatics, Proceedings

  3. Petri net-based semi-compiled code generation for programmable logic controllers

    Applied Sciences (Switzerland), Vol. 11, Núm. 15

  4. Towards manufacturing robotics accuracy degradation assessment: A vision-based data-driven implementation

    Robotics and Computer-Integrated Manufacturing, Vol. 67

2020

  1. ADAPT: An Automatic Diagnosis of Activity and Processes in auTomation environments

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. Defect detection on Polycrystalline solar cells using Electroluminescence and Fully Convolutional Neural Networks

    Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020

  3. Deflectometric data segmentation for surface inspection: A fully convolutional neural network approach

    Journal of Electronic Imaging, Vol. 29, Núm. 4

  4. Torque-based methodology and experimental implementation for industrial robot standby pose optimization

    International Journal of Advanced Manufacturing Technology, Vol. 111, Núm. 7-8, pp. 2065-2072

2019

  1. Deep Learning for Deflectometric Inspection of Specular Surfaces

    Advances in Intelligent Systems and Computing

  2. Deflectometric data segmentation based on fully convolutional neural networks

    Proceedings of SPIE - The International Society for Optical Engineering

  3. Fuzzy control systems: Past, present and future

    IEEE Computational Intelligence Magazine, Vol. 14, Núm. 1, pp. 56-68

  4. Performance degradation monitoring and quantification: A wastewater treatment plant case study

    Predictive Maintenance in Dynamic Systems: Advanced Methods, Decision Support Tools and Real-World Applications (Springer International Publishing), pp. 381-401

  5. Semi-automatic quality inspection of solar cell based on Convolutional Neural Networks

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  6. Towards cognitive cities in the energy domain

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 155-183

  7. Virtual commissioning of a robotic cell: An educational case study

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA