Prediction of Spindle Thermal Deformation and Displacement Using Back Propagation Neural Network

Bo-Lin Jian
Bo-Lin Jian
Yu-Syong Guo
Yu-Syong Guo
Chi-Hsien Hu
Chi-Hsien Hu
Li-Wei Wu
Li-Wei Wu

SENSORS AND MATERIALS, pp. 431.0-445.0, 2020.

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Abstract:

Over the years, machine tool manufacturers have moved steadily towards the enhancement of machining accuracy to improve the quality of finished products. In this study, the thermal deformation of a machine spindle, which has a profound effect on machining accuracy, was investigated. The temperatures of the front and rear spindle bearings,...More

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