Research on Importance Evaluation of Complex Product Parts Based on Multilayer Complex Network

The identification and evaluation of important parts play an important role in effective production arrangement and shortening the product development in the product design stage. In this paper, a complex product node importance evaluation method based on multilayer network is proposed to identify a...

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Vydáno v:Discrete dynamics in nature and society Ročník 2021; s. 1 - 19
Hlavní autoři: Yang, Weiming, Li, Congdong, Yu, Yinyun, Zhong, Mingsheng
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Hindawi 2021
John Wiley & Sons, Inc
Wiley
Témata:
Algorithms
Analytic hierarchy process
Decision making
Identification
Influence
Multilayers
Permanent magnets
Product design
Product development
Propagation
Research methodology
Iran
China
ISSN:1026-0226, 1607-887X
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Shrnutí:The identification and evaluation of important parts play an important role in effective production arrangement and shortening the product development in the product design stage. In this paper, a complex product node importance evaluation method based on multilayer network is proposed to identify and evaluate importance parts faster. First, a complex product design expression network based on “function behavior structure (FBS)” multilayer complex network is established. Second, the evaluation index system of important design parts for complex products based on multilayer network is constructed. Third, a three-parameter grey relational model based on the fuzzy analytic hierarchy process and the Gini coefficient method is proposed. Finally, this method is available and feasible through taking the large permanent magnet synchronous centrifugal unit as an example.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1026-0226
1607-887X
DOI:10.1155/2021/7185830