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Mostrando ítems 1-20 de 23

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    • An analytical approach to calculate stress concentration factors of machined surfaces 

      Perez Guisado, Ion; ARRAZOLA, PEDRO JOSE; Madariaga, Aitor; CUESTA ZABALAJAUREGUI, MIKEL; Soriano Moreno, Denis (Elsevier Ltd., 2021)
      Machining operations affect the properties of the final surface layer, and these can impact on its functional per- formance, particularly on fatigue behaviour. Among the properties of the machined surface, surface topography ...
    • The capacity of statistical features extracted from multiple signals to predict tool wear in the drilling process 

      Duo, Aitor; Basagoiti, Rosa; ARRAZOLA, PEDRO JOSE; Aperribay Zubia, Javier; CUESTA ZABALAJAUREGUI, MIKEL (Springer Verlag, 2019)
      Industrial processes are being developed under a new scenario based on the digitalisation of manufacturing processes.Through this, it is intended to improve the management of resources, decision-making, ...
    • Correcting distortions of thin-walled machined parts by machine hammer peening 

      CUESTA ZABALAJAUREGUI, MIKEL; Ortiz-de-Zarate, Gorka; Sáenz de Argandoña, Eneko; Soriano Moreno, Denis; ARRAZOLA, PEDRO JOSE (Elsevier, 2023)
      Thin-walled aerostructural components frequently get distorted after the machining process. Reworking to correct distortions or eventually rejecting parts significantly increases the cost. This paper proposes a new approach ...
    • Drilling test data from new and worn bits 

      Duo, Aitor; Basagoiti, Rosa; ARRAZOLA, PEDRO JOSE; Aperribay Zubia, Javier; CUESTA ZABALAJAUREGUI, MIKEL (2019)
      This directory contains the raw data acquired by Mondragon Unibertsitatea during the execution of drilling tests. These data were used to obtain the results presented in the article "The capacity of statistical features ...
    • Effect of cutting speed on the surface integrity of face milled 7050-T7451 aluminium workpieces 

      Pérez Guisado, Ion; Madariaga, Aitor; ARRAZOLA, PEDRO JOSE; CUESTA ZABALAJAUREGUI, MIKEL; Garay, Ainara (Elsevier Ltd., 2018)
      The guarantee of surface integrity has become a primary objective for researchers when analysing the reliability of machined aircraft aluminium alloy structural parts in high-speed machining. This work studies the effect ...
    • Effect of Post-Processing Treatment on Fatigue Performance of Ti6Al4V Alloy Manufactured by Laser Powder Bed Fusion 

      CUESTA ZABALAJAUREGUI, MIKEL; ARRAZOLA, PEDRO JOSE (MDPI, 2023)
      Fatigue properties of parts are of particular concern for safety-critical structures. It is well-known that discontinuities in shape or non-uniformities in materials are frequently a potential nucleus of fatigue failure. ...
    • Effect of Tool Geometry and LCO2 Cooling on Cutting Forces and Delamination when Drilling CFRP Composites Using PCD Tools 

      Rodríguez Bogajo, Iñigo; Soriano Moreno, Denis; Ortiz-de-Zarate, Gorka; CUESTA ZABALAJAUREGUI, MIKEL; ARRAZOLA, PEDRO JOSE (Elsevier, 2022)
      Lightweight materials like Carbon Fiber Reinforced Polymers (CFRPs) present certain challenges, mainly regarding the resultant surface integrity of the holes. Different techniques such as optimized tool geometries, machining ...
    • Enhancing surface integrity of A7050-T7451 aluminium alloy by pneumatic machine hammer peening 

      Madariaga, Aitor; CUESTA ZABALAJAUREGUI, MIKEL; Dominguez Romero, Erika; Garay, Ainara; Ortiz-de-Zarate, Gorka; ARRAZOLA, PEDRO JOSE (Elsevier Ltd., 2022)
      Aerostructures withstand cyclic mechanical loads and therefore, their design must fulfil surface integrity and fatigue strength requirements. This paper studies the effect of pneumatic machine hammer peening on surface ...
    • Estimación cualitativa de la rugosidad mediante algoritmos de aprendizaje automático en una operación de taladrado 

      Duo, Aitor; Dominguez Romero, Erika; Azpitarte-Aranzabal, Larraitz; Aperribay Zubia, Javier; CUESTA ZABALAJAUREGUI, MIKEL; Garay, Ainara; Basagoiti, Rosa; ARRAZOLA, PEDRO JOSE (Federación de Asociaciones de Ingenieros Industriales de España, 2020)
    • Experimental and FEM analysis of surface integrity when broaching Ti64 

      Ortiz-de-Zarate, Gorka; Madariaga, Aitor; Garay, Ainara; Azpitarte-Aranzabal, Larraitz; CUESTA ZABALAJAUREGUI, MIKEL; ARRAZOLA, PEDRO JOSE (Elsevier, 2018)
      The performance of aeronautic critical components is strongly dependent on its fatigue behavior, which is directly linked to their surface integrity condition. Broaching operation is a machining operation extensively used ...
    • Heat transferred to the workpiece based on temperature measurements by IR technique in dry and lubricated drilling of Inconel 718 

      CUESTA ZABALAJAUREGUI, MIKEL; ARRAZOLA, PEDRO JOSE; Aristimuño, Patxi Xabier; Garay, Ainara (Elsevier, 2016)
      In manufacturing aeronautical critical components, such as turbine discs commonly made of Inconel 718, surface integrity is crucial to ensure their fatigue life. Among the machining processes used, the drilling operation ...
    • Hole quality improvement in CFRP/Ti6Al4V stacks using optimised flow rates for LCO2 and MQL sustainable cooling/lubrication 

      rodriguez, Iñigo; ARRAZOLA, PEDRO JOSE; CUESTA ZABALAJAUREGUI, MIKEL (Elsevier, 2024)
      Carbon fibre reinforced polymer/titanium stacks (CFRP/Ti6Al4V) are employed in aeronautics due to their excellent weight-to-strength ratio and corrosion properties. However, these same material properties present challenges ...
    • Improving surface integrity when drilling CFRPs and Ti-6Al-4V using sustainable lubricated liquid carbon dioxide 

      rodriguez, Iñigo; ARRAZOLA, PEDRO JOSE; CUESTA ZABALAJAUREGUI, MIKEL (Elsevier, 2022)
      In the quest for decreasing fuel consumption and resulting gas emissions in the aeronautic sector, lightweight materials such as Carbon Fiber Reinforced Polymers (CFRPs) and Ti-6Al-4V alloys are being used. These materials, ...
    • A meta-learning strategy based on deep ensemble learning for tool condition monitoring of machining processes 

      Peralta Abadía, José Joaquín; CUESTA ZABALAJAUREGUI, MIKEL; Larrinaga, Felix (Elsevier, 2023)
      For Industry 4.0, tool condition monitoring (TCM) of machining processes aims to increase process efficiency and quality and lower tool maintenance costs. To this end, TCM systems monitor variables of interest, such as ...
    • Monitorización de estado de la herramienta en mecanizado mediante redes neuronales residuales robustas 

      Peralta Abadía, José Joaquín; CUESTA ZABALAJAUREGUI, MIKEL; Larrinaga, Felix (Cluster for Advanced & Digital Manufacturing, 2023)
      La monitorización del estado de la herramienta (TCM) tiene como objetivo mejorar la eficiencia del proceso, la calidad y los costos de mantenimiento de las herramientas mediante la supervisión de variables críticas como ...
    • Monitorización del estado de la herramienta en mecanizado mediante redes neuronales residuales robustas 

      Peralta Abadía, José Joaquín; CUESTA ZABALAJAUREGUI, MIKEL; Larrinaga, Felix (Dyna, 2024)
      La monitorización del estado de la herramienta (TCM) tiene como objetivo mejorar la eficiencia del proceso, la calidad y los costos de mantenimiento de las herramientas mediante la supervisión de variables críticas como ...
    • Optimal manufacturing configuration selection: sequential decision making and optimization using reinforcement learning 

      Peralta Abadía, José Joaquín; CUESTA ZABALAJAUREGUI, MIKEL; Larrinaga, Felix; ARRAZOLA, PEDRO JOSE (Elsevier, 2023)
      In manufacturing, different costs must be considered when selecting the optimal manufacturing configuration. Costs include manufacturing costs, material costs, labor costs, and overhead costs. Optimal manufacturing ...
    • OptiTwin: Data-Driven Machining Process Optimization Platform for SMEs 

      Peralta Abadía, José Joaquín; Larrinaga, Felix; CUESTA ZABALAJAUREGUI, MIKEL; Badiola, Xabier; Duo, Aitor; Olalde Mendia, Gorka (IEEE, 2024)
      The manufacturing industry is constantly seeking innovative solutions to optimize machining processes. However, there is a lack of efficient digital platforms that fully meet the flexibility, service composition, and ...
    • Prediction of Surface Roughness of SLM Built Parts after Finishing Processes Using an Artificial Neural Network 

      Soler Mallol, Daniel; Telleria, Martin; CUESTA ZABALAJAUREGUI, MIKEL; ARRAZOLA, PEDRO JOSE (MDPI, 2022)
      A known problem of additive manufactured parts is their poor surface quality, which influences product performance. There are different surface treatments to improve surface quality: blasting is commonly employed to improve ...
    • Sensitivity Analysis of Various Geometries of PCD and Cemented Tungsten Carbide Cutting Tools during the Milling of GFRP Composite 

      Soriano Moreno, Denis; CUESTA ZABALAJAUREGUI, MIKEL; ARRAZOLA, PEDRO JOSE (MDPI, 2022)
      Although much research has been carried out in the field of the milling of GFRP (Glass Fibre Reinforced Polymer) composites, the complexity of the process is such that it is still not mastered in many industrial cases. The ...

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