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Temperature Calibration Using Machine Learning Algorithms for Flexible Temperature Sensors. [PDF]
Kim UJ, Ahn JH, Lee JH, Lee CY.
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Structural analysis and multi-objective optimization of sealing structure for cryogenic liquid hydrogen triple-offset butterfly valve. [PDF]
Li S, Yin B, Wei C, Li W, Yang L.
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Adaptive input selection for thermal error compensation models
CIRP Annals, 2020Abstract The presented method selects optimal inputs for compensation models based on the Thermal Adaptive Learning Control methodology. The number of inputs and the individual inputs for each considered thermal error are automatically adapted. The intelligent combination of k-means clustering and Time Series Cluster Kernel enables the approach to ...
Nico Zimmermann +3 more
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Journal of manufacturing science and engineering, 2023
The implementation of precision machine tool thermal error compensation in edge-cloud-fog computing architecture has the potential to achieve high-efficiency and high-accuracy control of the thermal error.
Lin Zhang +4 more
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The implementation of precision machine tool thermal error compensation in edge-cloud-fog computing architecture has the potential to achieve high-efficiency and high-accuracy control of the thermal error.
Lin Zhang +4 more
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Thermal error compensation method for machine center
The International Journal of Advanced Manufacturing Technology, 2011High-speed machining (HSM) technology has become the most important application in metal cutting industries. However, overcome the positioning error is one of a great concern. The position error happens due to poor machine structure design and thermal expansion comes from cutting, especially when HSM is applied.
Ching-Wei Wu +3 more
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New ICA based thermal error compensation system
Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02., 2004Thermal error of machine tools is one of the most significant considerations on machining errors. One of the difficult issues in thermal error compensation system is to select appropriate temperature variables and to obtain accurate thermal error model.
null Dong Soo Lee +2 more
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Thermal displacement error compensation in temperature domain
Precision Engineering, 2015Abstract Thermal displacement errors are becoming more and more important in the precision engineering field where the specifications are ever increasing. This paper proposes a novel technique to compensate in-plane thermal displacement errors in a thin plate under a moving disturbance heat load.
Takeshi Morishima +3 more
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Research on Thermal Error Compensation Technology of CNC Machine Tool Under Real Cutting Condition
IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, 2021Improving machining accuracy is the ultimate goal of NC machine tool improvement. In the process of mass production, The dimension accuracy and process capability index (CPK) of parts are low, which is mainly affected by the thermal error of machine tool.
Jianguo Chen, Xichang Wang
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A Combined Error Model for Thermal Error Compensation of Machine Tools
Advanced Materials Research, 2013In this paper, a combined error model for thermal error compensation of machine tools is presented. Through the analysis of thermal error data of machine spindle at different temperatures, the error variation law is obtained. Experiments on the axial directional spindle deformation on a CNC machine center are conducted to build and validate the ...
Wei Wang, Jian Guo Yang
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