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  • About eBiltegia  
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    •   About eBiltegia
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    •   Mondragon Unibertsitatea's Institutional Policy on Open Access to scientific documents and teaching materials
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    •   eBiltegia Digital Preservation Guidelines
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Low Cost Photonic Sensor for in-Line Oil Quality Monitoring: Methodological Development Process towards Uncertainty Mitigation 

Etxeberria, Leire (MDPI AG, 2018)
Lubricant and hydraulic fluid ageing impacts the performance of the machines, gears, transmissions or automatisms where they are being used. This manuscript describes the work accomplished for bringing an innovative ...
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Data-Driven Fault Diagnosis for Electric Drives: A Review 

Gonzalez-Jimenez, David; del-Olmo, Jon; Poza, Javier; Garramiola, Fernando; Madina, Patxi (MDPI, 2021)
The need to manufacture more competitive equipment, together with the emergence of the digital technologies from the so-called Industry 4.0, have changed many paradigms of the industrial sector. Presently, the trend has ...
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A novel machine learning‐based methodology for tool wear prediction using acoustic emission signals 

Saez de Buruaga, Mikel; Badiola, Xabier; Vicente, Javier (MDPI, 2021)
There is an increasing trend in the industry of knowing in real-time the condition of their assets. In particular, tool wear is a critical aspect, which requires real-time monitoring to reduce costs and scrap in machining ...
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A Diagnostics Framework for Underground Power Cables Lifetime Estimation Under Uncertainty 

Aizpurua Unanue, Jose Ignacio; Garro, Unai; Muxika Olasagasti, Eñaut; Mendicute, Mikel (IEEE, 2020)
Power cables are critical assets for the reliable operation of the grid. The cable lifetime is generally estimated from the conductor temperature and associated lifetime reduction. However, these tasks are intricate due ...

Comparative analysis and evaluation of ageing forecasting methods for semiconductor devices in online health monitoring 

Villalobos Cano, Adrian; Barrutia, Iban; Peña Alzola, Rafael; Dragicevic, Tomislav; Aizpurua, José I. (Elsevier, 2025)
Semiconductor devices, especially MOSFETs (Metal–oxide–semiconductor field-effect transistor), are crucial in power electronics, but their reliability is affected by ageing processes influenced by cycling and temperature. ...
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Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study 

Aizpurua Unanue, Jose Ignacio; Penalba, Markel; Barrenetxea, Manex; Muxika Olasagasti, Eñaut (Elsevier Ltd., 2022)
The energy transition towards resilient and sustainable power plants requires moving from periodic health assessment to condition-based lifetime planning, which in turn, creates new challenges and opportunities for health ...

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AuthorAizpurua Unanue, Jose Ignacio (2)Muxika Olasagasti, Eñaut (2)6679c4658867422c7252828c3b1fe187 (1)6e20a9ca-20ca-4f1c-afde-e4f2001025b0 (1)Aizpurua, José I. (1)Badiola, Xabier (1)Barrenetxea, Manex (1)del-Olmo, Jon (1)Dragicevic, Tomislav (1)e43a8abd-cff5-4410-ad71-fb4c0bed5757 (1)... View MoreSubject
condition monitoring (6)
uncertainty (2)acoustic emission (1)cable diagnostics (1)data-driven (1)dynamic thermal rating (1)electric drive (1)electric traction (1)fault detection (1)Fault diagnosis (1)... View MoreDate Issued2021 (2)2018 (1)2020 (1)2022 (1)2025 (1)Has File(s)
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