Thermal deformation analysis of motorized spindle base on thermo-solid structure coupling theory

IF 1.7 4区 工程技术 Q3 MECHANICS Heat and Mass Transfer Pub Date : 2024-09-05 DOI:10.1007/s00231-024-03519-3
Yan Li, Kejun Wu, Nan Wang, Zhuo Wang, Wenqiang Li, Mohan Lei
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Abstract

Machining different types of complex parts requires changing speed of the motorized spindle to accommodate the various processes, resulting in temperature rise or decline and then causing thermal deformation of machine tool, which plays a significant impact on the machining accuracy of the parts. According to the Law of Conservation of Energy and Fourier's Law of Heat Conduction, the heat transfer mechanism of the motorized spindle is investigated. Based on the thermo-solid structure coupling theory, the analytic models of the temperature field and thermal deformation for the motorized spindle are established, and the thermal hysteresis phenomenon is explored by means of the case studies. The characteristic experiments were carried out under variable working conditions and the model parameters were identified using Genetic Algorithm (GA). The accuracy and effectiveness of the proposed models for predicting temperature and thermal deformation of the spindle are validated which is applicable to compensate the thermal errors. Moreover, compared with data-driven modeling approach, our study needs lesser data for parameter identification, greatly saving the computation time in modeling.

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基于热固耦合结构理论的电动主轴基座热变形分析
在加工不同类型的复杂零件时,需要改变电主轴的转速以适应各种加工过程,从而导致温度升高或降低,进而引起机床的热变形,这对零件的加工精度有很大影响。根据能量守恒定律和傅里叶热传导定律,研究了电主轴的传热机理。基于热固结构耦合理论,建立了电主轴的温度场和热变形解析模型,并通过实例研究探讨了热滞后现象。在不同工况下进行了特征实验,并利用遗传算法(GA)确定了模型参数。验证了所提模型在预测主轴温度和热变形方面的准确性和有效性,该模型可用于补偿热误差。此外,与数据驱动建模方法相比,我们的研究需要较少的数据来确定参数,大大节省了建模的计算时间。
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来源期刊
Heat and Mass Transfer
Heat and Mass Transfer 工程技术-力学
CiteScore
4.80
自引率
4.50%
发文量
148
审稿时长
8.0 months
期刊介绍: This journal serves the circulation of new developments in the field of basic research of heat and mass transfer phenomena, as well as related material properties and their measurements. Thereby applications to engineering problems are promoted. The journal is the traditional "Wärme- und Stoffübertragung" which was changed to "Heat and Mass Transfer" back in 1995.
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