Ekhi
Zugasti Uriguen
Investigador en el periodo 2017-2024
Publicaciones en las que colabora con Ekhi Zugasti Uriguen (12)
2024
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Towards a Probabilistic Fusion Approach for Robust Battery Prognostics
PHM Society European Conference
2023
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Best Practice Data Sharing Guidelines for Wind Turbine Fault Detection Model Evaluation
Energies, Vol. 16, Núm. 8
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Towards a Probabilistic Error Correction Approach for Improved Drone Battery Health Assessment
Proceeding of the 33rd European Safety and Reliability Conference
2022
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Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects
Applied Intelligence, Vol. 52, Núm. 10, pp. 10934-10964
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Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge
International Journal of Computer Integrated Manufacturing, Vol. 35, Núm. 12, pp. 1310-1334
2021
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Adaptable and explainable predictive maintenance: semi-supervised deep learning for anomaly detection and diagnosis in press machine data
Applied Sciences (Switzerland), Vol. 11, Núm. 16
2020
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Interpreting remaining useful life estimations combining explainable artificial intelligence and domain knowledge in industrial machinery
IEEE International Conference on Fuzzy Systems
2019
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A Big Data implementation of the MANTIS reference architecture for predictive maintenance
Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering, Vol. 233, Núm. 10, pp. 1361-1375
2018
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Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance
2018 5th International Conference on Control, Decision and Information Technologies, CoDIT 2018
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Null is not always empty: Monitoring the null space for field-level anomaly detection in industrial IoT environments
2018 Global Internet of Things Summit, GIoTS 2018
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Providing proactiveness: Data analysis techniques portfolios
The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance (River Publishers), pp. 145-238
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Success stories on real pilots
The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance (River Publishers), pp. 311-496