A multicriteria decision-making method for additive manufacturing process selection

被引:10
|
作者
Ren, Diqian [1 ]
Choi, Jun-Ki [1 ]
Schneider, Kellie [2 ]
机构
[1] Univ Dayton, Dept Mech & Aerosp Engn, Dayton, OH 45469 USA
[2] Univ Dayton, Dept Engn Management Syst & Technol, Dayton, OH 45469 USA
关键词
Additive manufacturing; Multi-criteria decision making; Rapid investment casting; CERAMIC COMPONENTS; SUPPORT-SYSTEM; VIKOR METHOD; FUZZY AHP; DESIGN; TOPSIS; ENERGY; OPTIMIZATION; PROMETHEE; CRITERIA;
D O I
10.1108/RPJ-11-2021-0302
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Purpose Because of the significant differences in the features and requirements of specific products and the capabilities of various additive manufacturing (AM) solutions, selecting the most appropriate AM technology can be challenging. This study aims to propose a method to solve the complex process selection in 3D printing applications, especially by creating a new multicriteria decision-making tool that takes the direct certainty of each comparison to reflect the decision-maker's desire effectively. Design/methodology/approach The methodology proposed includes five steps: defining the AM technology selection decision criteria and constraints, extracting available AM parameters from the database, evaluating the selected AM technology parameters based on the proposed decision-making methodology, improving the accuracy of the decision by adopting newly proposed weighting scheme and selecting optimal AM technologies by integrating information gathered from the whole decision-making process. Findings To demonstrate the feasibility and reliability of the proposed methodology, this case study describes a detailed industrial application in rapid investment casting that applies the weightings to a tailored AM technologies and materials database to determine the most suitable AM process. The results showed that the proposed methodology could solve complicated AM process selection problems at both the design and manufacturing stages. Originality/value This research proposes a unique multicriteria decision-making solution, which employs an exclusive weightings calculation algorithm that converts the decision-maker's subjective priority of the involved criteria into comparable values. The proposed framework can reduce decision-maker's comparison duty and potentially reduce errors in the pairwise comparisons used in other decision-making methodologies.
引用
收藏
页码:77 / 91
页数:15
相关论文
共 50 条
  • [1] A decision support system for additive manufacturing process selection using a hybrid multiple criteria decision-making method
    Wang, Yuanbin
    Zhong, Ray Y.
    Xu, Xun
    [J]. RAPID PROTOTYPING JOURNAL, 2018, 24 (09) : 1544 - 1553
  • [2] A decision-making methodology integrated in product design for additive manufacturing process selection
    Liu, Wei
    Zhu, Zicheng
    Ye, Songhe
    [J]. RAPID PROTOTYPING JOURNAL, 2020, 26 (05) : 895 - 909
  • [3] A fuzzy multicriteria decision-making method for material selection
    Liao, TW
    [J]. JOURNAL OF MANUFACTURING SYSTEMS, 1996, 15 (01) : 1 - 12
  • [4] A FUZZY MULTICRITERIA DECISION-MAKING METHOD FOR FACILITY SITE SELECTION
    LIANG, GS
    WANG, MJJ
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1991, 29 (11) : 2313 - 2330
  • [5] A NEW ADDITIVE RATIO ASSESSMENT (ARAS) METHOD IN MULTICRITERIA DECISION-MAKING
    Zavadskas, Edmundas Kazimieras
    Turskis, Zenonas
    [J]. TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2010, 16 (02) : 159 - 172
  • [6] A FUZZY METHOD FOR MULTICRITERIA DECISION-MAKING
    TURUNEN, I
    JARVELAINEN, M
    DOHNAL, M
    [J]. ACTA POLYTECHNICA SCANDINAVICA-CHEMICAL TECHNOLOGY SERIES, 1984, (154): : 1 - 28
  • [7] Multicriteria decision-making in flight route selection
    Rolka, Leszek
    Mieszkowicz-Rolka, Alicja
    Drupka, Grzegorz
    [J]. AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2020, 92 (09): : 1377 - 1384
  • [8] STRATEGIC MULTICRITERIA DECISION-MAKING PROCESS IN AGRICULTURE
    Bogdanovic, Strahinja
    Hadzic, Miroljub
    [J]. EKONOMIKA POLJOPRIVREDA-ECONOMICS OF AGRICULTURE, 2019, 66 (01): : 89 - 106
  • [9] Hybrid multicriteria decision-making model for process selection for drinking water treatment
    Ozgur, Cihan
    Baris, Deniz
    Bekaroglu, Sehnaz Sule Kaplan
    [J]. ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 2024, 43 (04)
  • [10] A decision support method for evaluation and process selection of Additive Manufacturing
    Bikas, Harry
    Koutsoukos, Sotiris
    Stavropoulos, Panagiotis
    [J]. 52ND CIRP CONFERENCE ON MANUFACTURING SYSTEMS (CMS), 2019, 81 : 1107 - 1112