Variation management by functional tolerance allocation and manufacturing process selection

The imperfections of the manufacturing process lead to functional characteristics degradation, and therefore product quality. To ensure a certain level of product quality, the synthesis of tolerance (tolerance design) aims to determine the acceptable limits of the characteristics of parts, assemblies... The allocation or synthesis of functional tolerances is an important step in the design process which takes place generally during the detailed design and greatly impacts the design of the manufacturing process, manufacturing and product control. That is why it is important, when functional tolerances are quantified, to take into account their impacts on the manufacturing cost and product quality. These two concepts (manufacturing cost and product quality) are usually considered as conflicting goals. The proposed approach aims to allocate the functional tolerances that provide the best ratio between functional performances and manufacturing cost. It is based on the “Key Characteristics” approach, developed by Boeing coupled with an activities approach. This optimization is carried out by a genetic algorithm. The process selection is performed by a constraint satisfaction algorithm. Finally, the impacts of process choices are assessed with the Monte Carlo simulation which calculates the behavior and quality of the resulting product.

[1]  Jean-Yves Dantan,et al.  Information modeling for variation management during the product and manufacturing process design , 2008 .

[2]  Alex Ballu,et al.  Geometrical reliability of overconstrained mechanisms with gaps , 2008 .

[3]  Anna C. Thornton Variation Risk Management Using Modeling and Simulation , 1999 .

[4]  R. N. Roth,et al.  Genetic algorithms in statistical tolerancing , 1999 .

[5]  Jean-Yves Dantan,et al.  Optimal adjustment of a machine tool for improving the geometrical quality of machined parts , 2005 .

[6]  Fehmi H'Mida Contribution à l'estimation des coûts en production mécanique : l'approche Entité Coût appliquée dans un contexte d'ingénierie intégrée , 2002 .

[7]  Genichi Taguchi,et al.  Taguchi on Robust Technology Development: Bringing Quality Engineering Upstream , 1992 .

[8]  Kenneth W. Chase,et al.  A survey of research in the application of tolerance analysis to the design of mechanical assemblies , 1991 .

[9]  Glen E. Johnson,et al.  Optimal tolerance allotment using a genetic algorithm and truncated Monte Carlo simulation , 1993, Comput. Aided Des..

[10]  Luc Mathieu,et al.  Integrated Design Method to Improve Producibility based on Product Key Characteristics and Assembly Sequences , 2001 .

[11]  M. F. Spotts Allocation of Tolerances to Minimize Cost of Assembly , 1973 .

[12]  Bernard Anselmetti,et al.  Synthesis of tolerances starting from a fuzzy expression of the functional requirements , 2003 .

[13]  Jean-Yves Dantan,et al.  An improved approach for automatic process plan generation of complex borings , 2006, Comput. Ind..