A thermal error modeling method for CNC lathes based on thermal distortion decoupling and nonlinear programming

CNC lathes often use hydraulic systems or motors to lock the turret, which causes the turret to have a high temperature rise and a large thermal deformation. The traditional measuring method couples the thermal distortions of the spindle and the turret together, which is not conducive to establishin...

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Veröffentlicht in:International journal of advanced manufacturing technology Jg. 128; H. 5-6; S. 2599 - 2612
Hauptverfasser: Du, Hongyang, Jiang, Gedong, Tao, Tao, Hou, Ruisheng, Yan, Zongzhuo, Mei, Xuesong
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Springer London 01.09.2023
Springer Nature B.V
Schlagworte:
Accuracy
Advanced manufacturing technologies
Algorithms
Ambient temperature
CAE) and Design
Computer-Aided Engineering (CAD
Constraint modelling
Decoupling
Deformation
Distortion
Engineering
Heat
High temperature
Hydraulic equipment
Industrial and Production Engineering
Lathes
Machine tools
Manufacturing
Measurement methods
Mechanical Engineering
Media Management
Neural networks
Nonlinear programming
Numerical controls
Optimization
Original Article
Regression analysis
Spindles
Working conditions
Thermal error modeling
Nonlinear programming
Thermal distortion decoupling
CNC lathe
ISSN:0268-3768, 1433-3015
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Zusammenfassung:CNC lathes often use hydraulic systems or motors to lock the turret, which causes the turret to have a high temperature rise and a large thermal deformation. The traditional measuring method couples the thermal distortions of the spindle and the turret together, which is not conducive to establishing the thermal error model. To solve this problem, a new measuring method was used in this research to decouple the thermal linear and angular distortions of the spindle and the turret. In addition, constraints on the model coefficients were proposed by studying the effects of long-term and short-term variations in ambient temperature on the thermal deformation of machine tools, thus transforming the thermal deformation modeling of the spindle and turret into nonlinear programming problems. After building the thermal deformation models of the spindle and the turret, the thermal distortion model of the whole machine tool was obtained by combining them. Finally, three experiments were designed to verify the validity of the established models, and the models were compared with those established using conventional methods. The experimental results showed that the models built based on thermal distortion decoupling and nonlinear programming had higher accuracy and robustness.
Bibliographie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:0268-3768
1433-3015
DOI:10.1007/s00170-023-12038-0