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Research on Thermal Error Modeling of CNC Machine Tool
Advanced Materials Research, 2010Four key temperature points of a CNC machine tool were obtained in this paper, and a thermal error model based on the four key temperature points was proposed by using based back propagation neural network. A thermal error compensation system was developed based on the proposed model, and which has been applied to the CNC machine tool in daily ...
Qian Jian Guo, Jian Guo Yang
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Research on Thermal Error Modeling of YK3610 Hobbing Machine
Advanced Materials Research, 2012Thermal error modeling. Neural network. Gear hobbing machine. Error compensation. Abstract. Four key thermal sources of YK3610 hobbing machine were selected in this paper, and a thermal error model based on the four temperature variables was proposed by using back propagation neural network.
Qian Jian Guo, Jian Guo Yang
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A Predictive Model of Spindle Thermal Error Based on DCGAN
2022 8th International Conference on Mechatronics and Robotics Engineering (ICMRE), 2022openaire +2 more sources
Statistical Estimation and Elimination of Thermal Network Model Errors
Journal of Heat Transfer, 1969A new approach is developed for estimating and correcting digital thermal network errors based upon achieving statistical reconciliation between model predictions and observed results. The development is preceded by a review of the general theory of thermal networks and the development of the canonical forms of networks and their error models ...
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A spatiotemporal global robust thermal error modeling method
Measurement Science and TechnologyAbstract Addressing the challenges in thermal error modeling for machine tools (MT) under varying ambient temperatures and varying spindle speeds (VAT-VSS), this paper proposes a spatiotemporal global robust thermal error modeling method (SG-RTM).
Yufeng Tang +4 more
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Thermal Error Modeling and Compensation Based on Gaussian Process Regression for CNC Machine Tools
Precision Engineering, 2022Honghan Ye, Enming Miao, Xinyuan Wei
exaly
Thermal error measurement and modelling in machine tools.
International Journal of Machine Tools and Manufacture, 2003R Ramesh, M.A Mannan, A.N Poo
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Thermal error modelling and compensation for a coordinate measuring machine
2000Doctor of Philosophy (PhD)
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Measurement: Journal of the International Measurement Confederation, 2023
Caijiang Lu, Guoqiang Fu
exaly
Caijiang Lu, Guoqiang Fu
exaly

