Publications (10) Unai Izagirre Aizpitarte publications View referenced research data.

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2025

  1. An interpretable operational state classification framework for elevators through convolutional neural networks

    Computer-Aided Civil and Infrastructure Engineering, Vol. 40, Núm. 17, pp. 2464-2479

  2. Novel automated interactive reinforcement learning framework with a constraint-based supervisor for procedural tasks

    Knowledge-Based Systems, Vol. 309

  3. Step-time measurement: A scalable sub-cycle time defining methodology for anomaly detection and predictive maintenance in sequential production lines

    Journal of Manufacturing Systems, Vol. 83, pp. 1-11

2023

  1. Best Practice Data Sharing Guidelines for Wind Turbine Fault Detection Model Evaluation

    Energies, Vol. 16, Núm. 8

2022

  1. A practical and synchronized data acquisition network architecture for industrial robot predictive maintenance in manufacturing assembly lines

    Robotics and Computer-Integrated Manufacturing, Vol. 74

  2. Active Power Optimization of a Turning Process by Cutting Conditions Selection: A Q-Learning Approach

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

2021

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

    Robotics and Computer-Integrated Manufacturing, Vol. 67

2020

  1. A methodology and experimental implementation for industrial robot health assessment via torque signature analysis

    Applied Sciences (Switzerland), Vol. 10, Núm. 21, pp. 1-14

  2. 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

2016

  1. Diseño de un banco de pruebas híbrido para la investigación de seguridad y resiliencia en redes industriales

    Actas de la jornadas nacionales de investigación en ciberseguridad: Granada, 15, 16 y 17 de Junio de 2016 (Universidad de Granada), pp. 3-10