New Approach for Quality Function Deployment Using Linguistic Z-Numbers and EDAS Method

被引:25
作者
Mao, Ling-Xiang [1 ,2 ]
Liu, Ran [1 ]
Mou, Xun [1 ]
Liu, Hu-Chen [3 ,4 ]
机构
[1] Shanghai Univ, Sch Management, Shanghai 200444, Peoples R China
[2] Anhui Normal Univ, Sch Econ & Management, Wuhu 241002, Peoples R China
[3] China Jiliang Univ, Coll Econ & Management, Hangzhou 310018, Zhejiang, Peoples R China
[4] Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China
关键词
quality function deployment; linguistic Z-number; evaluation based on distance from average solution (EDAS); SWARA method; product development; MULTICRITERIA DECISION-MAKING; ARAS METHODS; TERM SETS; SELECTION; SWARA; QFD; DISTANCE; INTEGRATION; DESIGN;
D O I
10.15388/21-INFOR455
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Quality function deployment (QFD) is an effective product development and management tool, which has been broadly applied in various industries to develop and improve products or services. Nonetheless, when used in real situations, the traditional QFD method shows some important weaknesses, especially in describing experts' opinions, weighting customer requirements, and ranking engineering characteristics. In this study, a new QFD approach integrating linguistic Z-numbers and evaluation based on distance from average solution (EDAS) method is proposed to determine the prioritization of engineering characteristics. Specially, linguistic Z-numbers are adopted to deal with the vague evaluation information provided by experts on the relationships among customer requirements and engineering characteristics. Then, the EDAS method is extended to estimate the final priority ratings of engineering characteristics. Additionally, stepwise weight assessment ratio analysis (SWARA) method is employed to derive the relative weights of customer requirements. Finally, a practical case of Panda shared car design is introduced and a comparison is conducted to verify the feasibility and effectiveness of the proposed QFD approach. The results show that the proposed linguistic Z-EDAS method can not only represent experts' interrelation evaluation information flexibly, but also produce a more reasonable and reliable prioritization of engineering characteristics in QFD.
引用
收藏
页码:565 / 582
页数:18
相关论文
共 53 条
  • [11] The Framework for the Selection of Personnel Based on the SWARA and ARAS Methods Under Uncertainties
    Karabasevic, Darjan
    Zavadskas, Edmundas Kazimieras
    Turskis, Zenonas
    Stanujkic, Dragisa
    [J]. INFORMATICA, 2016, 27 (01) : 49 - 65
  • [12] SELECTION OF RATIONAL DISPUTE RESOLUTION METHOD BY APPLYING NEW STEP-WISE WEIGHT ASSESSMENT RATIO ANALYSIS (SWARA)
    Kersuliene, Violeta
    Zavadskas, Edmundas Kazimieras
    Turskis, Zenonas
    [J]. JOURNAL OF BUSINESS ECONOMICS AND MANAGEMENT, 2010, 11 (02) : 243 - 258
  • [13] Stochastic EDAS method for multi-criteria decision-making with normally distributed data
    Keshavarz Ghorabaee, Mehdi
    Amiri, Maghsoud
    Zavadskas, Edmundas Kazimieras
    Turskis, Zenonas
    Antucheviciene, Jurgita
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (03) : 1627 - 1638
  • [14] Keshavarz Ghorabaee M, 2016, INT J COMPUT COMMUN, V11, P358
  • [15] Multi-Criteria Inventory Classification Using a New Method of Evaluation Based on Distance from Average Solution (EDAS)
    Keshavarz Ghorabaee, Mehdi
    Zavadskas, Edmundas Kazimieras
    Olfat, Laya
    Turskis, Zenonas
    [J]. INFORMATICA, 2015, 26 (03) : 435 - 451
  • [16] A COMPARATIVE ANALYSIS OF THE RANK REVERSAL PHENOMENON IN THE EDAS AND TOPSIS METHODS
    Keshavarz-Ghorabaee, Mehdi
    Amiri, Maghsoud
    Zavadskas, Edmundas Kazimieras
    Turskis, Zenonas
    Antucheviciene, Jurgita
    [J]. ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2018, 52 (03) : 121 - 134
  • [17] Integrated building design technology based on quality function deployment and axiomatic design methods: A case study
    Lapinskiene, Vilune
    Motuziene, Violeta
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2021, 65
  • [18] Customer requirement-driven design method and computer-aided design system for supporting service innovation conceptualization handling
    Lee, Ching-Hung
    Chen, Chun-Hsien
    Lee, Yu-Chi
    [J]. ADVANCED ENGINEERING INFORMATICS, 2020, 45 (45)
  • [19] Weight Analysis based on ANP and QFD in Software Quality Evaluation
    Li, Kewen
    Zhang, Yu
    Liu, Wenying
    [J]. APPLIED MATHEMATICS & INFORMATION SCIENCES, 2014, 8 (02): : 793 - 798
  • [20] A New Method for Quality Function Deployment With Extended Prospect Theory Under Hesitant Linguistic Environment
    Liu, Hu-Chen
    Wu, Song-Man
    Wang, Ze-Ling
    Li, Xiao-Yang
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2021, 68 (02) : 442 - 451