Thermal displacement prediction model of SVR high-speed motorized spindle based on SA-PSO optimization

Thermal displacement prediction model of SVR high-speed motorized spindle based on SA-PSO optimization

In view of the problem that a lot of heat is generated inside the motorized spindle when it is working, which causes thermal errors and affects the processing quality, this paper optimizes the Support Vector Regression through the particle swarm algorithm to establish a thermal displacement model of...

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Bibliographic Details
Main Authors: Zhicheng Zhou, Ye Dai, Gang Wang, Shikun Li, Jian Pang, Shiqiang Zhan
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Case Studies in Thermal Engineering
Subjects:
High-speed motorized spindle
Particle swarm optimization
Support vector regression machine
Thermal displacement modeling
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X22007882

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http://www.sciencedirect.com/science/article/pii/S2214157X22007882

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