Modeling of textile manufacturing processes using intelligent techniques: a review

He, Zhenglei; Xu, J.; Tran, Kim-Phuc; Thomassey, Sebastien; Zeng, Xianyi; Yi, C. H.

Type de document :

Article dans une revue scientifique: Article de synthèse/Review paper

DOI :

10.1007/s00170-021-07444-1

URL permanente :

http://hdl.handle.net/20.500.12210/84925

Titre :

Modeling of textile manufacturing processes using intelligent techniques: a review

Auteur(s) :

He, Zhenglei [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
École nationale supérieure des arts et industries textiles [ENSAIT]
Xu, J. [Auteur]
Tran, Kim-Phuc [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
École nationale supérieure des arts et industries textiles [ENSAIT]
Thomassey, Sebastien [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
École nationale supérieure des arts et industries textiles [ENSAIT]
Zeng, Xianyi [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
École nationale supérieure des arts et industries textiles [ENSAIT]
Yi, C. H. [Auteur]

Titre de la revue :

The International Journal of Advanced Manufacturing Technology

Nom court de la revue :

Int. J. Adv. Manuf. Technol.

Numéro :

Pagination :

Date de publication :

2021-07-08

ISSN :

0268-3768

Mot(s)-clé(s) en anglais :

Artificial intelligence
Manufacturing
Textile
Model
Process
Review

Discipline(s) HAL :

Sciences de l'ingénieur [physics]

Résumé en anglais : [en]

As the need for quickly exploring a textile manufacturing process is increasingly costly along with the complexity in the process. The development of manufacturing process modeling has attracted growing attention from the ...
Lire la suite >As the need for quickly exploring a textile manufacturing process is increasingly costly along with the complexity in the process. The development of manufacturing process modeling has attracted growing attention from the textile industry. More and more researchers shift their attention from classic methods to the intelligent techniques for process modeling as the traditional ones can hardly depict the intricate relationships of numerous process factors and performances. In this study, the literature investigating the process modeling of textile manufacturing is systematically reviewed. The structure of this paper is in line with the procedure of textile processes from yarn to fabrics, and then to garments. The analysis and discussion of the previous studies are conducted on different applications in different processes. The factors and performance properties considered in process modeling are collected in comparison. In terms of inputs’ relative importance, feature selection, modeling techniques, data distribution, and performance estimations, the considerations of the previous studies are analyzed and summarized. It is also concluded the limitations, challenges, and future perspectives in this issue on the basis of the summaries of more than 130 related articles from the point of views of textile engineering and artificial intelligence.Lire moins >

Langue :

Anglais

Comité de lecture :

Oui

Audience :

Internationale

Vulgarisation :

Non

Établissement(s) :

Université de Lille
ENSAIT
Junia HEI

Collections :

Génie des matériaux textiles (GEMTEX) - ULR 2641

Date de dépôt :

2023-06-20T11:51:19Z
2024-03-25T12:02:40Z

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Numéro de version	Lien	Date de modification
2	20.500.12210/84925*	2024-03-25T11:56:53Z
1	20.500.12210/84925.1	2023-06-20T11:51:19Z

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