Optimal tolerance allocation based on fuzzy comprehensive evaluation and genetic algorithm

Citation
S. Ji et al., Optimal tolerance allocation based on fuzzy comprehensive evaluation and genetic algorithm, INT J ADV M, 16(7), 2000, pp. 461-468
Citations number
26
Categorie Soggetti
Engineering Management /General
Journal title
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
ISSN journal
02683768 → ACNP
Volume
16
Issue
7
Year of publication
2000
Pages
461 - 468
Database
ISI
SICI code
0268-3768(2000)16:7<461:OTABOF>2.0.ZU;2-J
Abstract
It is very important to know how to allocate tolerances economically for pa rts in a CAD/CAM system because this directly affects the machining costs o f the purrs. A nerv approach based on fuzzy comprehensive evaluation (FCE) and a genetic algorithm (GA) is presented to obtain a rational tolerance al location for the parts. First, the current methods for tolerance allocation are reviewed in detail. Then, FCE is used to evaluate the machinability of a part; a new optimal,model, which can fully exploit DFA (design for assem bly) and DFM (design for manufacturing), is established by combining the fu nctional sensitivity factors and machinability factors of purrs. A genetic algorithm (GA) is developed and used to optimise the above model. Finally, an actual example is used to verify the feasibility of the above method; th e computed result shows that the method can produce tolerance allocations e conomically and accurately.