Fuzzy computer-aided design of process manufacturing facilities

A. C. Butler, S. S. Rao, S. R. LeClair

Research output: Contribution to journalArticle

1 Scopus citations

Abstract

Preliminary design of process manufacturing facilities involves, among other things, the synthesis of detailed layout designs. In current practice, this spatial design process is very labor-intensive and expensive. This paper describes a prototype CAD system which models design decision-making, providing a computable framework for automation. The CAD system performs auto-elicitation of an expert's judgment in the form of fuzzy sets using interactive computer graphics. These fuzzy sets are then used in a heuristic search process employing multi-objective, non-linear optimization. Designs synthesized by this fuzzy CAD system are comparable to those generated "by hand," and in some cases exceed a practitioner's design in quality. The CAD system, as presently constructed, provides multiple solutions. Conclusions and recommendations regarding processing speed and unrepresented heuristic content are made.

Original languageEnglish (US)
Pages (from-to)126-150
Number of pages25
JournalResearch in Engineering Design
Volume7
Issue number2
DOIs
StatePublished - Jun 1 1995

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Keywords

  • Computer-aided design
  • Facilities layout
  • Fuzzy
  • Preliminary design
  • Process manufacturing

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering
  • Engineering (miscellaneous)

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