An interval-valued neutrosophic based MAIRCA method for sustainable material selection

被引:34
作者
Haq, Rana Sami Ul [1 ]
Saeed, Maryam [1 ]
Mateen, Noman [1 ]
Siddiqui, Faisal [1 ]
Ahmed, Sohail [1 ]
机构
[1] Air Univ, Aerosp & Aviat Campus, Kamra, Pakistan
关键词
Material selection; Multi-Criteria Decision Making (MCDM); Interval-Valued Neutrosophic Sets (IVNSs); Human-Powered Aircraft (HPA); Entropy; MAIRCA; MULTICRITERIA DECISION-MAKING; COMPLEX PROPORTIONAL ASSESSMENT; STEEL MATERIALS SELECTION; MECHANICAL DESIGN; MODEL; TOOL; IMPLEMENTATION; NORMALIZATION; OPTIMIZATION; PERFORMANCE;
D O I
10.1016/j.engappai.2023.106177
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A plethora of Multi-Criteria Decision-Making (MCDM) methods is available for selecting an optimal material for a design problem with quantitative measurements. However, little research has been conducted on material selection methods in an interval neutrosophic environment to address uncertainty. In this research paper, a unique framework is presented that combines Interval-Valued Neutrosophic Sets (IVNSs) with the entropy-MultiAtributive Ideal-Real Comparative Analysis (MAIRCA) framework with the aim of simultane-ously handling the objective criteria with crisp inputs and subjective criteria with ambiguous or uncertain information. To demonstrate the applicability of the proposed approach, a wing-spar of a Human-Powered Aircraft (HPA) is considered. At first, a panel of three subject experts makes judgments on the alternatives or criteria linguistically through IVNSs. Next, the skill level of each expert involved in the decision-making process is assessed using a novel weighting approach with linguistic information. After obtaining the objective criteria weights using the entropy weighting method, the performance of candidate materials for the HPA spar is evaluated using the MAIRCA method. The results indicate that S-glass70%-Epoxy Continuous Fibers, Ti-2Fe-3Al-10V and Al-7075 T6 are the top-ranked alternatives for spar application. The strong correlation of the proposed approach with other extant MCDM techniques demonstrates the reliability of the results obtained. In addition, the efficacy and practicality of the material selection tool is also validated with an outranking method in a simplified neutrosophic environment.
引用
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页数:14
相关论文
共 122 条
[11]   Novel Fuzzy Composite Indicators for Locating a Logistics Platform under Sustainability Perspectives [J].
Ayadi, Hana ;
Hamani, Nadia ;
Kermad, Lyes ;
Benaissa, Mounir .
SUSTAINABILITY, 2021, 13 (07)
[12]  
Badi I., 2018, DECIS MAK APPL MANAG, V1, DOI [10.31181/dmame1802016b, DOI 10.31181/DMAME1802016B]
[13]   Implementation of MCDM-Based Integrated Approach to Identifying the Uncertainty Factors on the Constructional Project [J].
Bagheri, Raana ;
Borouji, Zahra ;
Razavian, Seyed Behnam ;
Keshvari, Mohammad Mahdi ;
Sharifi, Farzad ;
Sharifi, Sara .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
[14]  
Bolturk E, 2018, WD SCI P COMP ENG, V11, P1026
[15]   A novel interval-valued neutrosophic AHP with cosine similarity measure [J].
Bolturk, Eda ;
Kahraman, Cengiz .
SOFT COMPUTING, 2018, 22 (15) :4941-4958
[16]   An integrated interval type-2 fuzzy sets and multiplicative half quadratic programming-based MCDM framework for calculating aggregated risk ranking results of failure modes in FMECA [J].
Boral, Soumava ;
Chaturvedi, Sanjay K. ;
Howard, Ian ;
Naikan, V. N. A. ;
McKee, Kristoffer .
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2021, 150 :194-222
[17]   A novel hybrid multi-criteria group decision making approach for failure mode and effect analysis: An essential requirement for sustainable manufacturing [J].
Boral, Soumava ;
Howard, Ian ;
Chaturvedi, Sanjay K. ;
McKee, Kristoffer ;
Naikan, V. N. A. .
SUSTAINABLE PRODUCTION AND CONSUMPTION, 2020, 21 :14-32
[18]   An integrated approach for fuzzy failure modes and effects analysis using fuzzy AHP and fuzzy MAIRCA [J].
Boral, Soumava ;
Howard, Ian ;
Chaturvedi, Sanjay K. ;
McKee, Kristoffer ;
Naikan, V. N. A. .
ENGINEERING FAILURE ANALYSIS, 2020, 108
[19]   A HYBRID LBWA - IR-MAIRCA MULTI-CRITERIA DECISION-MAKING MODEL FOR DETERMINATION OF CONSTRUCTIVE ELEMENTS OF WEAPONS [J].
Bozanic, Darko ;
Randelovic, Aca ;
Radovanovic, Marko ;
Tesic, Dusko .
FACTA UNIVERSITATIS-SERIES MECHANICAL ENGINEERING, 2020, 18 (03) :399-418
[20]   The Material Indices Method in the Sustainable Engineering Design Process: A Review [J].
Branowski, Bogdan ;
Zablocki, Marek ;
Sydor, Maciej .
SUSTAINABILITY, 2019, 11 (19)