Predicting Assembly Dimensions with Functional Build: A Case Study Using DOE

When using the functional build approach to manufacturing validation during new product development, manufacturers use preproduction assemblies to evaluate whether components within an assembly may build dimensionally correct products. This approach allows some individual component characteristics to not meet their original design specifications, provided the resultant assembly meets its requirements. In applying this functional build methodology, manufacturers assume that the preproduction assemblies provide data representative of what the manufacturer will encounter in the regular production process. This paper evaluates the predictive validity of the functional build approach by utilizing a design of experiment to examine the effect of two factors—build fixture and method of attachment—in constructing functional build preproduction assemblies of stamped sheet metal components. The results confirm the importance of using assembly fixtures that closely resemble regular production processing.

[1]  Karl D. Majeske,et al.  Identifying Sources of Variation in Sheet Metal Stamping , 2003 .

[2]  Karen A. F. Copeland Design and Analysis of Experiments, 5th Ed. , 2001 .

[3]  Angus Jeang,et al.  Computer‐aided tolerance synthesis with statistical method and optimization techniques , 2001 .

[4]  Patrick C. Hammett,et al.  Using Flexible Criteria to Improve Manufacturing Validation During Product Development , 1999 .

[5]  Michael H. Kutner Applied Linear Statistical Models , 1974 .

[6]  Karl D. Majeske,et al.  Functional build: integrating automotive body-design and process-development , 1998, Annual Reliability and Maintainability Symposium. 1998 Proceedings. International Symposium on Product Quality and Integrity.

[7]  E. C. De Meter,et al.  Tolerance Analysis of Machining Fixture Locators , 1999 .

[8]  B. W. Shiu,et al.  The dimensional quality of sheet metal assembly with welding-induced internal stress , 2000 .

[9]  Amit Mitra,et al.  Statistical Quality Control , 2002, Technometrics.

[10]  Hassan Abdalla Concurrent engineering for global manufacturing , 1999 .

[11]  Karl D. Majeske,et al.  Evaluating Measurement Systems and Manufacturing Processes Using Three Quality Measures , 2002 .

[12]  Reimund Neugebauer,et al.  Phase reflection: a new solution for the detection of shape defects on car body sheets , 2000 .

[13]  Xiao-Rui Cao,et al.  CORRELATION ANALYSIS IN QUALITY CONTROL OF THE LIFT GATE ASSEMBLY LINE , 1993 .

[14]  J. Neter,et al.  Applied Linear Statistical Models (3rd ed.). , 1992 .

[15]  A. Weckenmann,et al.  Uncertainty of coordinate measurements on sheet-metal parts in the automotive industry , 2001 .

[16]  Karl D. Majeske,et al.  The functional build approach to tolerance development , 2000, IEEE Trans. Engineering Management.