Integrated thermal assembly using hierarchical kernel regression method

doi:10.1080/01691864.2019.1679252

	Integrated thermal assembly using hierarchical kernel regression method
	Su, Jianhua1 ; Chen, Bin 1,2; Liu, Chuankai 3; Yang, Xu1 ; Liu, Zhiyong1,2 ; Qiao, Hong1,2
刊名	ADVANCED ROBOTICS
	2019-10-17
页码	15
关键词	Hierarchical kernel regression integration thermal assembly model interference-fit
ISSN号	0169-1864
DOI	10.1080/01691864.2019.1679252
通讯作者	Su, Jianhua(jianhua.su@ia.ac.cn)
英文摘要	To design thermal fit parameters such as heating temperature and insertion force, it is generally necessary to conduct structural and thermal analyses, respectively. This study aims to build an integrated thermal assembly model to design the heating temperature and insertion force parameters simultaneously. A hierarchical multiple-kernel regression is proposed to map the two parameters and the thickness of the workpiece to the contact stress. Using the regression method, we can design the thermal fit parameters efficiently. The proposed model is validated experimentally based on two shaft-bearing assemblies. The results show that the model is capable of accurately predicting the contact stress in assembly.
资助项目	National Natural Science Foundation of China (NSFC)[91848109] ; National Natural Science Foundation of China (NSFC)[U1509212] ; Beijing Natural Science Foundation[4182068] ; National Science and Technology Major Project of Science and Technology of China[2014ZX04013011] ; Science andTechnology on Space Intelligent Control Laboratory[HTKJ2019KL502013]
WOS关键词	INTERFERENCE ; COMPENSATION ; OPTIMIZATION
WOS研究方向	Robotics
语种	英语
出版者	TAYLOR & FRANCIS LTD
WOS记录号	WOS:000490699700001
资助机构	National Natural Science Foundation of China (NSFC) ; Beijing Natural Science Foundation ; National Science and Technology Major Project of Science and Technology of China ; Science andTechnology on Space Intelligent Control Laboratory
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/26645]
专题	中国科学院自动化研究所
通讯作者	Su, Jianhua
作者单位	1.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing, Peoples R China 2.Univ Chinese Acad Sci, Beijing, Peoples R China 3.Beijing Aerosp Control Ctr, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Su, Jianhua,Chen, Bin,Liu, Chuankai,et al. Integrated thermal assembly using hierarchical kernel regression method[J]. ADVANCED ROBOTICS,2019:15.
APA	Su, Jianhua,Chen, Bin,Liu, Chuankai,Yang, Xu,Liu, Zhiyong,&Qiao, Hong.(2019).Integrated thermal assembly using hierarchical kernel regression method.ADVANCED ROBOTICS,15.
MLA	Su, Jianhua,et al."Integrated thermal assembly using hierarchical kernel regression method".ADVANCED ROBOTICS (2019):15.