EXPERIMENTAL-DESIGN WITH FUZZY LEVELS

Authors
Citation
A. Lotfi et M. Howarth, EXPERIMENTAL-DESIGN WITH FUZZY LEVELS, Journal of intelligent manufacturing, 8(6), 1997, pp. 525-532
Citations number
8
Categorie Soggetti
Controlo Theory & Cybernetics","Engineering, Manufacturing","Computer Science Artificial Intelligence
ISSN journal
09565515
Volume
8
Issue
6
Year of publication
1997
Pages
525 - 532
Database
ISI
SICI code
0956-5515(1997)8:6<525:EWFL>2.0.ZU;2-X
Abstract
A novel technique is introduced for planning experimental design emplo ying fuzzy rule-based systems. The significant aspect of the proposed experimental design with fuzzy levels (EDFL) is assigning a membership function for each level of variable factors. Consequently, the design matrix and observed responses can be represented in a set of fuzzy ru les. Several examples are presented to clarify the proposed idea and t he results are compared with the conventional Taguchi methodology. We have specifically planned an L-18 orthogonal array EDFL for the solder paste printing stage of surface mount printed circuit board assembly to provide a model for the process and to optimize the selection of va riable factors.