Reliability analysis of thermal error model based on DBN and Monte Carlo method-Reference-Cited by-同舟云学术

Reliability analysis of thermal error model based on DBN and Monte Carlo method

Published:2021-01 Issue: Volume:146 Page:107020
ISSN:0888-3270
Container-title:Mechanical Systems and Signal Processing
language:en
Short-container-title:Mechanical Systems and Signal Processing

Author:

Liu Kuo,Wu Jiakun,Liu Haibo^ORCID,Sun Mingjia,Wang Yongqing

Funder

National Natural Science Foundation of China

Northeastern University

LiaoNing Revitalization Talents Program

Youth Science and Technology Star of Dalian

Top and Leading Talents of Dalian

State Key Lab of Digital Manufacturing Equipment & Technology

Chinese Ministry of Education

Publisher

Elsevier BV

Subject

Computer Science Applications,Mechanical Engineering,Aerospace Engineering,Civil and Structural Engineering,Signal Processing,Control and Systems Engineering

Reference27 articles.

1. On-machine identification of rotary axis location errors under thermal influence by spindle rotation;Ibaraki;Precis. Eng.,2019

2. A model-based cooling strategy for motorized spindle to reduce thermal errors;Grama;Int. J. Mach. Tools Manuf.,2018

3. Physically based modeling method for comprehensive thermally induced errors of CNC machining centers;Liu;Int. J. Adv. Manuf. Technol.,2018

4. Comparison of accuracy stability using a thermal compensator and grating ruler;Liu;J. Braz. Soc. Mech. Sci. Eng.,2016

5. Design optimization and development of CNC lathe headstock to minimize thermal deformation;Mori;CIRP Annals-Manuf. Technol.,2009

Cited by 22 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An axial attention-BiLSTM-based method for predicting the migration of CNC machine tool spindle thermal error under varying working conditions;The International Journal of Advanced Manufacturing Technology;2023-12-11

2. Thermal error modelling for linear motor feed drive system considering multi-field coupling of electromagnetic-thermal-flow;Case Studies in Thermal Engineering;2023-11

3. Attention mechanism based multi-scale feature extraction of bearing fault diagnosis;Journal of Systems Engineering and Electronics;2023-10

4. An Axial Attention-BiLSTM-based method for predicting the migration of CNC machine tool spindle thermal error under varying working conditions;2023-08-21

5. New machine learning application platform for spatial–temporal thermal error prediction and control with STFGCN for ball screw system;Mechanical Systems and Signal Processing;2023-06