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
相关论文
共 50 条
  • [1] AN INTEGRATED FUZZY MCDM MODEL FOR EVALUATION AND SELECTION OF A SUITABLE TUGBOAT
    Balin, A.
    Sener, B.
    Demirel, H.
    INTERNATIONAL JOURNAL OF MARITIME ENGINEERING, 2019, 161 : A267 - A274
  • [2] AN INTEGRATED FUZZY AHP AND ARAS MODEL TO EVALUATE MOBILE BANKING SERVICES
    Ecer, Fatih
    TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2018, 24 (02) : 670 - 695
  • [3] Developing Fuzzy-AHP-Integrated Hybrid MCDM System of COPRAS-ARAS for Solving an Industrial Robot Selection Problem
    Goswami, Shankha Shubhra
    Behera, Dhiren Kumar
    INTERNATIONAL JOURNAL OF DECISION SUPPORT SYSTEM TECHNOLOGY, 2023, 15 (01)
  • [4] An integrated fuzzy MCDM approach for supplier evaluation and selection
    Karsak, E. Ertugrul
    Dursun, Mehtap
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 82 : 82 - 93
  • [5] An Intelligent Fuzzy MCDM Model Based on D and Z Numbers for Paver Selection: IMF D-SWARA-Fuzzy ARAS-Z Model
    Jovanovic, Stanislav
    Zavadskas, Edmundas Kazimieras
    Stevic, Zeljko
    Marinkovic, Milan
    Alrasheedi, Adel F.
    Badi, Ibrahim
    AXIOMS, 2023, 12 (06)
  • [6] Integrated enterprise system selection based on a fuzzy MCDM approach
    Setti, Meryem
    Janati Idrissi, Mohammed Abdou
    Khaled, Abdelilah
    2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA), 2015,
  • [7] Evaluation of an Apartment Selection Model by Integrating Fuzzy AHP and Fuzzy TOPSIS
    Luc M.H.
    Nguyen Q.V.
    Do Q.H.
    Van Trang T.
    International Journal of Fuzzy System Applications, 2022, 11 (01)
  • [8] A novel hybrid MCDM model based on fuzzy AHP and fuzzy TOPSIS for the most affected gas turbine component selection by the failures
    Balin, Abit
    Demirel, Hakan
    Alarcin, Fuat
    JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY, 2016, 15 (02): : 69 - 78
  • [9] Hospital service quality evaluation: an integrated model based on Pythagorean fuzzy AHP and fuzzy TOPSIS
    Melih Yucesan
    Muhammet Gul
    Soft Computing, 2020, 24 : 3237 - 3255
  • [10] Hospital service quality evaluation: an integrated model based on Pythagorean fuzzy AHP and fuzzy TOPSIS
    Yucesan, Melih
    Gul, Muhammet
    SOFT COMPUTING, 2020, 24 (05) : 3237 - 3255