Results 11 to 20 of about 8,269,511 (303)

Machine Learning and Artificial Intelligence in CNC Machine Tools, A Review

open access: yesSustainable 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

Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review

open access: yesInternational 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

open access: yesApplied 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

Developing sensor signal-based digital twins for intelligent machine tools

open access: yesJournal 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

open access: yesLight: 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

Wear-adaptive optimization of in-process conditioning parameters during face plunge grinding of PcBN

open access: yesScientific Reports, 2022
Polycrystalline cubic boron nitride is a very hard material. Machining of this material is performed by grinding with diamond tools. Due to its high hardness, grinding tools are subjected to severe microscopic and macroscopic tool wear.
Berend Denkena   +2 more
doaj   +1 more source

Influence of the Support Structure on the Bandsawing Process when Separating LPBF Components from the Building Platform

open access: yesJournal of Machine Engineering, 2022
The method of laser powder bed fusion (LPBF) is an additive manufacturing process and allows great freedom of component geometry due to the layer-by-layer structure.
Hans-Christian Moehring   +4 more
doaj   +1 more source

Accuracy in Force Estimation Applied on a Piezoelectric Fine Positioning System for Machine Tools

open access: yesJournal of Machine Engineering, 2021
In order to improve the accuracy of machine tools, the use of additional active modules meeting the requirements of the “Plug & Produce” approach is focused.
Eckart Uhlmann   +4 more
doaj   +1 more source

Suitability of natural rocks as materials for cutting tools

open access: yesSN Applied Sciences, 2021
This study presents an investigation of the usability and suitability of natural rocks as cutting tool materials. Therefore, indexable inserts are manufactured from eight different rocks and two mono minerals in this study and are used for turning of an ...
Berend Denkena   +5 more
doaj   +1 more source

Increasing Resilience of Production Systems by Integrated Design

open access: yesApplied Sciences, 2021
The paper presents a framework for considering resilience as an integrated aspect in the design of manufacturing systems. The framework comprises methods for the assessment of resilience, supply chain and production planning, flexible execution and ...
Steffen Ihlenfeldt   +6 more
doaj   +1 more source

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