Compliant assembly variation analysis using component geometric covariance

被引:116
作者
Camelio, JA [1 ]
Hu, SJ
Marin, SP
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] Gen Motors R&D & Planning, Mfg Syst Res Lab, Warren, MI 48090 USA
来源
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME | 2004年 / 126卷 / 02期
关键词
D O I
10.1115/1.1644553
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Dimensional variation is one of the most critical issues in the design of assembled products. This is especially true for the assembly of compliant parts since clamping and joining during assembly may introduce additional variation due to part deformation and springback. This paper discusses the effect of geometric covariance in the calculation of assembly variation of compliant parts. A new method is proposed for predicting compliant assembly variation using the component geometric covariance. It combines the use of principal component analysis (PCA) and finite element analysis in estimating the effect of part/component variation on assembly variation. PCA is used to extract deformation patterns from production data, decomposing the component covariance into the individual contributions of these deformation patterns. Finite element analysis is used to determine the effect of each deformation pattern over the assembly variation. The proposed methodology can significantly reduce the computational effort required in variation analysis of compliant assemblies. A case study is presented to illustrate the methodology.
引用
收藏
页码:355 / 360
页数:6
相关论文
共 10 条
[1]  
[Anonymous], 1999, APPL MULTIVARIATE AN
[2]  
[Anonymous], THESIS BRIGHAM YOUNG
[3]   Modeling variation propagation of multi-station assembly systems with compliant parts [J].
Camelio, J ;
Hu, SJ ;
Ceglarek, D .
JOURNAL OF MECHANICAL DESIGN, 2003, 125 (04) :673-681
[4]  
Chase K. W., 1991, Research in Engineering Design, V3, P23, DOI 10.1007/BF01580066
[5]  
Ding Y., 2000, P 2000 JAP US S FLEX, P23
[6]  
HU SJ, 1992, TRANSACTIONS OF THE NORTH AMERICAN MANUFACTURING RESEARCH INSTITUTION OF SME, VOL 20, 1992, P311
[7]   PRINCIPAL COMPONENTS AND FACTOR-ANALYSIS .1. PRINCIPAL COMPONENTS [J].
JACKSON, JE .
JOURNAL OF QUALITY TECHNOLOGY, 1980, 12 (04) :201-213
[8]   TOLERANCES - THEIR ANALYSIS AND SYNTHESIS [J].
LEE, WJ ;
WOO, TC .
JOURNAL OF ENGINEERING FOR INDUSTRY-TRANSACTIONS OF THE ASME, 1990, 112 (02) :113-121
[9]   Variation simulation for deformable sheet metal assemblies using finite element methods [J].
Liu, SC ;
Hu, SJ .
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 1997, 119 (03) :368-374
[10]   Modeling and controlling variation propagation in mechanical assemblies using state transition models [J].
Mantripragada, R ;
Whitney, DE .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1999, 15 (01) :124-140