TY - GEN
T1 - Optimization Design of Dynamic Stiffness of Rolling Bearings for High-Speed Electric Spindles Using the Box-Behnken Response Surface Method
AU - Wang, Xianming
AU - Zhao, Xinyi
AU - Zhang, Tianxiao
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
PY - 2024
Y1 - 2024
N2 - The dynamic stiffness of high-speed angular contact ball bearings has a direct effect on the precision and stability of machine tools, and numerous parameters influence the bearing stiffness under complex working conditions. This study aims to establish a quasi-static mechanical model and a stiffness model for angular contact ball bearings, taking into full consideration the effects of bearing load parameters, geometric parameters, and material parameters on bearing stiffness. To investigate the factors that predominantly affect the radial stiffness of the angular contact ball bearing 7009C, a single-factor experiment using the Plackett–Burman design was conducted. Subsequently, an efficient Box-Behnken design was employed to sample the four identified influential factors at the central point and edge center as sample points, and the sampling table was created. Furthermore, a multi-factor experiment was conducted using the response surface methodology to obtain optimal values for the design parameters, with the maximum radial stiffness as the optimization objective.
AB - The dynamic stiffness of high-speed angular contact ball bearings has a direct effect on the precision and stability of machine tools, and numerous parameters influence the bearing stiffness under complex working conditions. This study aims to establish a quasi-static mechanical model and a stiffness model for angular contact ball bearings, taking into full consideration the effects of bearing load parameters, geometric parameters, and material parameters on bearing stiffness. To investigate the factors that predominantly affect the radial stiffness of the angular contact ball bearing 7009C, a single-factor experiment using the Plackett–Burman design was conducted. Subsequently, an efficient Box-Behnken design was employed to sample the four identified influential factors at the central point and edge center as sample points, and the sampling table was created. Furthermore, a multi-factor experiment was conducted using the response surface methodology to obtain optimal values for the design parameters, with the maximum radial stiffness as the optimization objective.
KW - Angular contact ball bearings
KW - Box-Behnken response surface method
KW - Dynamic stiffness
KW - Optimization design
KW - Plackett–Burman design
UR - https://www.scopus.com/pages/publications/85199280065
U2 - 10.1007/978-981-97-0922-9_33
DO - 10.1007/978-981-97-0922-9_33
M3 - 会议稿件
AN - SCOPUS:85199280065
SN - 9789819709212
T3 - Mechanisms and Machine Science
SP - 517
EP - 538
BT - Advances in Mechanical Design - The Proceedings of the 2023 International Conference on Mechanical Design, ICMD 2023
A2 - Tan, Jianrong
A2 - Liu, Yu
A2 - Huang, Hong-Zhong
A2 - Yu, Jingjun
A2 - Wang, Zequn
PB - Springer Science and Business Media B.V.
T2 - International Conference on Mechanical Design, ICMD 2023
Y2 - 20 October 2023 through 22 October 2023
ER -