An Integrated MCDM Model for Conveyor Equipment Evaluation and Selection in an FMC Based on a Fuzzy AHP and Fuzzy ARAS in the Presence of Vagueness

被引:55
|
作者
Huu-Tho Nguyen [1 ]
Dawal, Siti Zawiah Md [1 ]
Nukman, Yusoff [1 ]
Rifai, Achmad P. [1 ]
Aoyama, Hideki [2 ]
机构
[1] Univ Malaya, Fac Engn, Dept Mech Engn, Kuala Lumpur, Malaysia
[2] Keio Univ, Sch Integrated Design Engn, Tokyo, Japan
来源
PLOS ONE | 2016年 / 11卷 / 04期
关键词
MULTIPLE CRITERIA ASSESSMENT; MATERIAL HANDLING EQUIPMENT; ANALYTIC HIERARCHY PROCESS; DECISION-SUPPORT-SYSTEM; MACHINE-TOOL SELECTION; NETWORK PROCESS; MAKING MODEL; ALTERNATIVES; DESIGN; PRESERVATION;
D O I
10.1371/journal.pone.0153222
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The conveyor system plays a vital role in improving the performance of flexible manufacturing cells (FMCs). The conveyor selection problem involves the evaluation of a set of potential alternatives based on qualitative and quantitative criteria. This paper presents an integrated multi-criteria decision making (MCDM) model of a fuzzy AHP (analytic hierarchy process) and fuzzy ARAS (additive ratio assessment) for conveyor evaluation and selection. In this model, linguistic terms represented as triangular fuzzy numbers are used to quantify experts' uncertain assessments of alternatives with respect to the criteria. The fuzzy set is then integrated into the AHP to determine the weights of the criteria. Finally, a fuzzy ARAS is used to calculate the weights of the alternatives. To demonstrate the effectiveness of the proposed model, a case study is performed of a practical example, and the results obtained demonstrate practical potential for the implementation of FMCs.
引用
收藏
页数:26
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