Title :
Analysis of variability in the design of wood products under imprecision
Author :
Giachetti, Ronald E. ; Young, Robert E.
Author_Institution :
Manuf. Syst. Integration Div., Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA
Abstract :
The design and analysis of many products is performed with imprecisely known parameters, relationships, and environmental conditions. This is especially true for wood products which exhibit greater variability than most materials. Fuzzy set theory applied to the design and analysis of wood products is regarded as a promising approach for modeling the geometric and mechanical property variability. A fuzzy constraint model is used to analyze the design of a wood beam structure. The analysis is compared with a Monte-Carlo simulation and a root sum of squares analysis approach. The fuzzy set design approach compares favourably with these approaches and has several distinct advantages. It can model user preference as well as imprecision, it is computationally quick, and it better reduces the design space
Keywords :
concurrent engineering; constraint handling; decision support systems; fuzzy set theory; constraint satisfaction; decision support tool; fuzzy constraint model; fuzzy set theory; variability analysis; wood beam structure; wood products; Concurrent engineering; Fuzzy systems; Manufacturing systems; Mechanical factors; NIST; Performance analysis; Product design; Safety; Set theory; Solid modeling;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.619459