Results 11 to 20 of about 8,584,927 (344)
Journal of Machine Engineering, 2023 New approaches, using machine learning to model the thermo-elastic machine tool error, often rely on machine internal data, like axis speed or axis position as input data, which have a delayed relation to the thermo-elastic error.
Christian Brecher +2 more
doaj +1 more source
Machine Learning and Artificial Intelligence in CNC Machine Tools, A Review
Sustainable Manufacturing and Service Economics, 2023 the research filed can be moved forward by reviewing and analysing recent achievements in published papers to offer innovative concepts and approaches in applications of artificial Intelligence and machine learning in CNC machine tools.
Mohsen Soori, B. Arezoo, Roza Dastres
semanticscholar +1 more source
Journal of Machine Engineering, 2023 The hollow embossing rolling of thin-walled high precision components like metallic bipolar half plates is characterized by narrow process windows. Here, the knowledge of interaction between forming machine, roll and process is crucial for the process ...
Martin Wagner +5 more
doaj +1 more source
Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review
International Journal of Production Research, 2021 Machine tools play a pivotal role in the manufacturing world since their performance significantly affects the product quality and production efficiency.
Chao Liu, P. Zheng, Xun Xu
semanticscholar +1 more source
A Review of Thermal Error Modeling Methods for Machine Tools
Applied Sciences, 2021 Thermal error caused by thermal deformation is one of the most significant factors influencing the accuracy of the machine tool. Compensation is a practical and efficient method to reduce the thermal error.
Yang Li +4 more
semanticscholar +1 more source
The Additive-Subtractive Process Chain - a Review
Journal of Machine Engineering, 2023 In recent years, metal additive manufacturing developed intensively and became a relevant technology in industrial production of highly complex and function integrated parts.
Hans-Christian Moehring +4 more
doaj +1 more source
Developing sensor signal-based digital twins for intelligent machine tools
Journal of Industrial Information Integration, 2021 Digital twins can assist machine tools in performing their monitoring and troubleshooting tasks autonomously from the context of smart manufacturing. For this, a special type of twin denoted as sensor signal-based twin must be constructed and adapted ...
Angkush Kumar Ghosh +3 more
semanticscholar +1 more source
Review of geometric error measurement and compensation techniques of ultra-precision machine tools
Light: Advanced Manufacturing, 2021 Inevitable machine motion errors change the cutting tool trajectory and degrade the machined surface quality. Compared to the mature error measurement technologies developed for traditional precision CNC machine tools, the increasing use of ultra ...
Zongchao Geng, Z. Tong, X. Jiang
semanticscholar +1 more source
In‐process image of machine tools – Transient‐thermal and dynamic simulation of moving structures
Engineering Reports, 2022 The aim of structural mechanics simulation is to better represent the working accuracy of machine tools. The visualization is done in process, that is, during the machine movement.
Tim Kreißl +3 more
doaj +1 more source
Operator Integrated – Concept for Manufacturing Intelligence
Journal of Machine Engineering, 2021 Increasing autonomy and sustainability are major goals in manufacturing. Main technological trends provide enablers for achieving these goals and need to be implemented and combined in manufacturing machinery in a suitable manner.
Konrad Wegener +5 more
doaj +1 more source