CLUSTER-ANALYSIS TO MINIMIZE SEQUENCE-DEPENDENT CHANGEOVER TIMES

Citation
Mr. Bowers et al., CLUSTER-ANALYSIS TO MINIMIZE SEQUENCE-DEPENDENT CHANGEOVER TIMES, Mathematical and computer modelling, 21(11), 1995, pp. 89-95
Citations number
8
Categorie Soggetti
Mathematics,Mathematics,"Computer Science Interdisciplinary Applications","Computer Science Software Graphycs Programming
ISSN journal
08957177
Volume
21
Issue
11
Year of publication
1995
Pages
89 - 95
Database
ISI
SICI code
0895-7177(1995)21:11<89:CTMSCT>2.0.ZU;2-9
Abstract
Cluster analysis is applied to reduce sequence dependent changeover ti mes among products in a manufacturing setting. A product grouping proc edure which aggregates like products with similar production and setup requirements forms the basis of a planning system designed to perform short-term scheduling at a particular manufacturing facility. Integra tion of the grouping technique served to implicitly minimize product c hangeover times and resulted in significantly improved schedules. When tested on randomly generated job sequencing problems, this grouping p rocedure generated good, near optimal solutions.