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Chunmiao Tian
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Publications (2)
Proceedings Article | 23 November 2022 Paper
Parametric modeling of CNC machine tool geometric errors based on low-order fourier polynomials
Zeping Ji, Chunmiao Tian, Geng Chen, Qiangqiang Ding, Biao Liu, Shijie Guo
Proceedings Volume 12454, 124540H (2022) https://doi.org/10.1117/12.2658257
KEYWORDS: Data modeling, Error analysis, Mathematical modeling, Optimization (mathematics), Performance modeling, Interferometers, Motion models, Motion analysis
Proceedings Article | 7 October 2022 Paper
Thermal error prediction of machine tool spindle based on WOA-Elman network
Chunmiao Tian, Zeping Ji, Guan Qiao, Biao Liu, Shijie Guo
Proceedings Volume 12344, 123441J (2022) https://doi.org/10.1117/12.2655663
KEYWORDS: Spindles, Temperature metrology, Error analysis, Thermal modeling, Neural networks, Sensors, Manufacturing, Optimization (mathematics), Data modeling, Thermal effects
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