Abstract

A 3D rigid assembly modeling technique is developed for stream of variation analysis (SOVA) in multi-station processes. An assembly process is modeled as a spatial indexed state transition dynamic system. The model takes into account product and process factors such as: part-to-fixture, part-to-part, and inter-station interactions, which represent the influences coming from both tooling errors and part errors. The incorporation of the virtual fixture concept (Huang et al., Proc. of 2006 ASME MSEC) and inter-station interaction leads to the generic, unified SOVA model formulation. An automatic model generation technique is also developed for surmounting difficulties in modeling based on first principles. It enhances the applicability in modeling complex assemblies. The developed SOVA methodology outperforms the current simulation based techniques in computation efficiency, not only in forward analysis of complex assembly systems (tolerance analysis, sensitivity analysis), but it is also more powerful in backward analysis (tolerance synthesis and dimensional fault diagnosis). The model is validated using industrial case studies and series of simulations conducted using standardized industrial software (3DCS Analyst).

1.
Ceglarek
,
D.
, and
Shi
,
J.
, 1995, “
Dimensional Variation Reduction for Automotive Body Assembly
,”
Manuf. Rev.
0896-1611,
8
(
2
), pp.
139
154
.
2.
Hu
,
S.
, and
Wu
,
S. M.
, 1992, “
Identifying Root Causes of Variation in Automobile Body Assembly Using Principal Component Analysis
,”
Trans. NAMRI/SME
1047-3025,
XX
, pp.
311
316
.
3.
Apley
,
D. W.
, and
Shi
,
J.
, 1998, “
Diagnosis of Multiple Fixture Faults in Panel Assembly
,”
ASME J. Manuf. Sci. Eng.
1087-1357,
120
(
4
), pp.
793
801
.
4.
Ding
,
Y.
,
Ceglarek
,
D.
, and
Shi
,
J.
, 2002, “
Design Evaluation of Multi-Station Manufacturing Processes by Using State Space Approach
,”
ASME J. Mech. Des.
1050-0472,
124
(
4
), pp.
408
418
.
5.
Shiu
,
B. W.
,
Apley
,
D.
,
Ceglarek
,
D.
, and
Shi
,
J.
, 2003, “
Tolerance Allocation for Sheet Metal Assembly Using Beam-Based Model
,”
IIE Trans.
0740-817X,
35
(
4
), pp.
329
342
.
6.
Ceglarek
,
D.
,
Huang
,
W.
,
Zhou
,
S.
,
Ding
,
Y.
,
Ramesh
,
K.
, and
Zhou
,
Y.
, 2004, “
Time-Based Competition in Manufacturing: Stream-of-Variation Analysis (SOVA) Methodology—Review
,”
Int. J. Flexible Manufact. System
,
16
(
1
), pp.
11
44
.
7.
Camelio
,
J. A.
, and
Hu
,
S. J.
, 2004, “
Multiple Fault Diagnosis for Sheet Metal Fixtures Using Designated Component Analysis
,”
ASME J. Manuf. Sci. Eng.
1087-1357,
126
(
1
), pp.
91
97
.
8.
Kong
,
Z.
,
Ceglarek
,
D.
, and
Huang
,
W.
, 2007, “
Multiple Fault Diagnosis Method in Multi-Station Assembly Processes Using Orthogonal Diagonalization Analysis
,”
Proceedings of 2005 ASME International Mechanical Engineering Congress and Exposition
, Orlando, Florida, November 5–11; ASME Trans. J. of Manuf. Sci. Eng., accepted.
9.
Huang
,
W.
, and
Ceglarek
,
D.
, 2002, “
Mode-Based Decomposition of Part Form Error by Discrete-Cosine-Accepted Transform With Implementation to Assembly and Stamping System With Compliant Parts
,”
CIRP Ann.
0007-8506,
51
(
1
), pp.
21
26
.
10.
Huang
,
W.
, 2004, “
Methodologies for Modeling and Analysis of Stream-of-Variation (SOVA) in Compliant and Rigid Assembly
,” Ph.D. thesis, University of Wisconsin-Madison, WI.
11.
Huang
,
W.
,
Ceglarek
,
D.
, and
Zhou
,
Z. G.
, 2004, “
Using Number-Theoretical Net Method (NT-Net) in Tolerance Analysis
,”
Int. J. Flexible Manufact. Systems
,
6
(
1
), pp.
65
90
.
12.
Huang
,
W.
, and
Ceglarek
,
D.
, 2005, “
Model Complexity Reduction in Stream of Variation for Compliant Sheet Metal Assembly
,”
9th CIRP Int. Seminar on Computer Aided Tolerancing
, Arizona, April, 11–12.
13.
Huang
,
W.
, and
Ceglarek
,
D.
, 2005, “
Statistical Modal Analysis Methodology for Form Error Modeling
,” revised,
IIE Trans., Quality & Reliability Engineering
, submitted.
14.
Huang
,
W.
,
Lin
,
J.
,
Bezdecny
,
M.
,
Kong
,
Z.
, and
Ceglarek
,
D.
, 2007, “
Stream-Of-Variation Modeling I: A Generic 3D Variation Model for Rigid Body Assembly in Single Station Assembly Processes
,” by in
Proc. of 2006 ASME MSEC; ASME Trans., Journal of Manufacturing Science and Engineering
, in press.
15.
Huang
,
W.
,
Phoomboplab
,
T.
, and
Ceglarek
,
D.
, 2006, “
Explicit Yield Model (EYM) for Tolerance Synthesis of Large Scale Complex Assemblies
,”
Proceedings of ASME MESC2006
, Paper No. MSEC2006-21074.
16.
Shalon
,
D.
,
Gossard
,
D.
,
Ulrich
,
K.
, and
Fitzpatrick
,
D.
, 1992, “
Representing Geometric Variations in Complex Structural Assemblies on CAD Systems
,”
ASME Advances in Design Automation
,
18th Annual ASME Design Automation Conference
, Scottsdale, AZ, Vol.
2
, pp.
121
132
.
17.
Shiu
,
B. W.
,
Ceglarek
,
D.
, and
Shi
,
J.
, 1996, “
Multi-Stations Sheet Metal Assembly Modeling and Diagnostics
,”
Trans. NAMRI/SME
1047-3025, Vol.
XXIV
, pp.
199
204
.
18.
Jin
,
J.
, and
Shi
,
J.
, 1999, “
State Space Modeling of Sheet Metal Assembly for Dimensional Control
,”
ASME J. Manuf. Sci. Eng.
1087-1357,
121
, pp.
756
762
.
19.
Mantripragada
,
R.
, and
Whitney
,
D. E.
, 1999, “
Modeling and Controlling Variation Propagation in Mechanical Assemblies Using State Transition Models
,”
IEEE Trans. Rob. Autom.
1042-296X,
15
(
1
), pp.
124
140
.
20.
Ceglarek
,
D.
,
Shi
,
J.
, and
Wu
,
S. M.
, 1994, “
A Knowledge-Based Diagnostic Approach for the Launch of the Autobody Assembly Process
,”
ASME J. Eng. Ind.
0022-0817,
116
(
4
), pp.
491
499
.
21.
Rong
,
Q.
,
Ceglarek
,
D.
, and
Shi
,
J.
, 2000, “
Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies
,”
ASME J. Manuf. Sci. Eng.
1087-1357,
122
(
4
), pp.
773
780
.
22.
Rong
,
Q.
,
Shi
,
J.
, and
Ceglarek
,
D.
, 2001, “
Adjusted Least Squares Approach for Diagnosis of Compliant Assemblies in the Presence of Ill-Conditioned Problems
,”
ASME J. Manuf. Sci. Eng.
1087-1357,
123
(
3
), pp.
453
461
.
23.
Fong
,
D. Y. T.
, and
Lawless
,
J. F.
, 1998, “
The Analysis of Process Variation Transmission With Multivariate Measurements
,”
Stat. Sin.
1017-0405,
8
, pp.
151
164
.
24.
Lawless
,
J. F.
,
Mackay
,
R. J.
, and
Robinson
,
J. A.
, 1999, “
Analysis of Variation Transmission in Manufacturing Processes—Part I
,”
J. Quality Technol.
0022-4065,
31
(
2
), pp.
131
142
.
25.
Agrawal
,
R.
,
Lawless
,
J. F.
, and
Mackay
,
R. J.
, 1999, “
Analysis of Variation Transmission in Manufacturing Processes—Part II
,”
J. Quality Technol.
0022-4065,
31
(
2
), pp.
143
154
.
26.
Zhou
,
Z.
,
Huang
,
W.
, and
Zhang
,
L.
, 2001, “
Sequential Algorithm Based on Number Theoretic Method for Statistical Tolerance Analysis and Synthesis
,”
ASME J. Manuf. Sci. Eng.
1087-1357,
123
(
3
), pp.
490
493
.
27.
Shiu
,
B. W.
,
Ceglarek
,
D.
, and
Shi
,
J.
, 1997, “
Flexible Beam-Based Modeling of Sheet Metal Assembly for Dimensional Control
,”
Trans. NAMRI/SME
1047-3025, Vol.
25
, pp.
49
54
.
28.
Shi
,
J.
, 2006, “
Stream of Variation Modeling and Analysis for Multistage Manufacturing Processes
,”
CRC Press
,
Boca Raton
, FL.
You do not currently have access to this content.