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A design model of FBS based on interval-valued Pythagorean fuzzy sets

层次分析法 计算机科学 公理化设计 模棱两可 产品设计 数据挖掘 集合(抽象数据类型) 过程(计算) 可靠性工程 工程类 人工智能 工业工程 产品(数学) 运筹学 数学 制造工程 操作系统 精益制造 程序设计语言 几何学
作者
Yuhan Luo,Minna Ni,Feng Zhang
出处
期刊:Advanced Engineering Informatics [Elsevier BV]
卷期号:56: 101957-101957 被引量:9
标识
DOI:10.1016/j.aei.2023.101957
摘要

The FBS (Function-Behaviour-Structure) model is a research model that stimulates creative thinking of designers in the design process. In order to reduce the influence of user requirement ambiguity on design results in the product design process and improve the accuracy of user requirements in the function-behavior-structure (FBS) design model, this paper proposes an interval-valued Pythagorean fuzzy set-based FBS model integrating AHP and HOQ methods. Firstly, the design model will use IVPF-AHP method to study user requirements and use interval-valued Pythagorean linguistic terms to replace the traditional scoring method of AHP to get the weight of each user requirement. Secondly, the conversion between user requirements and functions will be realized by IVPF-HOQ method, which converts customer requirements into functional characteristics and calculates the weights of each functional characteristic. Finally, the design focus will be filtered according to the order of importance of the functional characteristics, which will be used as functions to guide the development of the FBS model. In this paper, the feasibility and effectiveness of the proposed method will be verified by an application example of a hand-held fluorescence spectrometer. The results show that the proposed FBS model can effectively reduce the subjectivity and ambiguity in the decision-making process, improve the accuracy and information richness of user requirements, and effectively highlight the focus of the design study. The innovation of the proposed method is to provide a more objective and accurate innovative design method for user requirements through the integration of AHP, HOQ and FBS to effectively explore and analyze user requirements. The use of IVPFS to deal with fuzzy information in the design process in a more flexible manner can reduce the ambiguity of requirements when user data is small, and effectively improve the limitations of the FBS design model which is more subjective.
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