A fuzzy multiobjective approach for minimization of injection molding defects

Authors
Citation
Kh. Tan et Mmf. Yuen, A fuzzy multiobjective approach for minimization of injection molding defects, POLYM ENG S, 40(4), 2000, pp. 956-971
Citations number
19
Categorie Soggetti
Material Science & Engineering
Journal title
POLYMER ENGINEERING AND SCIENCE
ISSN journal
00323888 → ACNP
Volume
40
Issue
4
Year of publication
2000
Pages
956 - 971
Database
ISI
SICI code
0032-3888(200004)40:4<956:AFMAFM>2.0.ZU;2-I
Abstract
This paper describes a fuzzy multiobjective optimization approach for deter mining the set-points of the injection molding processing parameters to min imize the defects formed on the molded parts. The severities of the defects are represented by membership functions using the fuzzy set theory. The mi nimization of these membership functions, which is a multiobjective optimiz ation problem, is transformed into a substitute problem. The preference fun ction in the substitute problem is original and is proposed specifically fo r characterizing the quality requirements of the injection molding defects. The formulated optimization problem is solved with design of experiments, in which the process behavior is approximated empirically by a set of quadr atic polynomials that car be easily optimized. Experimental results are pre sented to emphasis the workability of the proposed methodology.