Publications by the researcher in collaboration with Mikel Cuesta Zabaljauregui (8)
2023
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A meta-learning strategy based on deep ensemble learning for tool condition monitoring of machining processes
17th CIRP Conference on Intelligent Computation in Manufacturing Engineering
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Monitorización de estado de la herramienta en mecanizado mediante redes neuronales residuales robustas
Congreso de Fabricación Avanzada y Máquinas-herramienta 2023 (23CMH). Donostia-San Sebastian, 25-27 de octubre, 2023
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Optimal Manufacturing Configuration Selection: Sequential Decision Making and Optimization using Reinforcement Learning
Procedia CIRP
2022
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Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation
International Journal of Computer Integrated Manufacturing, Vol. 35, Núm. 2, pp. 203-227
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Surface roughness assessment on hole drilled through the identification and clustering of relevant external and internal signal statistical features
CIRP Journal of Manufacturing Science and Technology, Vol. 36, pp. 143-157
2020
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Estimación cualitativa de la rugosidad mediante algoritmos de aprendizaje automático en una operación de taladrado
Revista DYNA, Vol. 95, Núm. 5, pp. 487-491
2019
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Drilling test data from new and worn bits
Mondragon Unibertsitatea. Goi Eskola Politeknikoa
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The capacity of statistical features extracted from multiple signals to predict tool wear in the drilling process
International Journal of Advanced Manufacturing Technology, Vol. 102, Núm. 5-8, pp. 2133-2146