A Knowledge-based business model for small series fashion products by integrating customized innovative services in big data environment (Fashion Big Data Business Model)

Project Information

FBD_BModel

Grant agreement ID: 761122

DOI 10.3030/761122

Project closed

EC signature date 29 November 2017

Start date 1 December 2017

End date 28 February 2021

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Advanced manufacturing and processing

Total cost € 3 763 474,00

EU contribution € 3 747 374,00

Coordinated by

ECOLE NATIONALE SUPERIEURE ARTS INDUSTRIES TEXTILES
France

Deliverables

Demonstrators, pilots, prototypes (2)

Business Cases
SCPMS design methodology

Websites, patent fillings, videos etc. (5)

Mid Term Workshop in Milan
Project Website and Social Networks
Communication KIT: Logo, Presentation, Press release, Poster and Leaflet
Final Workshop
Project Video

Documents, reports (5)

Business Pilot Benchmarking
Report on data-based services
LCA Report
Report including market analysis, stakeholder analysis, survey results, supplier selection criteria list
Definition of consumer data requirements

Other (4)

Interfaces designed and developed for B2C and B2B gateways
Optimized FBD_BModel digital platform

Optimized FBD_BModel digital platform

Integrated FBD_BModel digital platform
Digital visualizations of products designed and developed

Publications

Conference proceedings (6)

A data-driven intelligent approach for generating garment ease using factor analysis-based multilayer perceptron neural networks

Author(s): Z. Wang, J. Wang, Y. Xing, X. Zeng, P. Bruniaux, C. Chi and M. Zhang
Published in: FLINS2020 – The 14th International FLINS Conference on Development of Artificial Intelligence Technology, 2020
Publisher: World Scientific

From big data mining to building of innovative business models in classical industries: a case study of fashion/textile supply chain

Author(s): X. Zeng
Published in: ISSAT International Conference on Data Science in Business, Finance and Industry, 2019
Publisher: University of Da Nang

Supplier Prediction in Fashion Industry Using Data Mining Technology

Author(s): N. Harale, S. Thomassey, X. Zeng
Published in: IESM2019 – Internationl Conference on Industrial Engineering and Systems Management, 2019
Publisher: University of Paris-Est

Supplier selection in data-driven fashion industry by using MCDM methods

Author(s): N. Harale, S. Thomassey, X. Zeng
Published in: 25th International Conference on Multiple Criteria Decision Making, 2019
Publisher: Istanbul Technical University

Garment fashion recommendation system for customized garment

Author(s): S. Sharma, L. Koehl, P. Bruniaux, X. Zeng
Published in: IESM2019 – Internationl Conference on Industrial Engineering and Systems Management, 2019
Publisher: University of Paris-Est

Customized garment fashion recommendation system using data mining techniques

Author(s): S. Sharma, L. Koehl, P. Bruniaux, X. Zeng
Published in: CSEIT 2019 – 6th International Conference on Computer Science, Engineering and Information Technology, 2019
Publisher: International Journal of Business Information Systems Strategies (IJBISS)

Peer reviewed articles (3)

Parametric design of garment pattern based on body dimensions

Author(s): Kaixuan Liu, Chun Zhu, Xuyuan Tao, Pascal Bruniaux, Xianyi Zeng
Published in: International Journal of Industrial Ergonomics, Issue 72, 2019, Page(s) 212-221, ISSN 0169-8141
Publisher: Elsevier BV
DOI: 10.1016/j.ergon.2019.05.012

Prediction of garment fit level in 3D virtual environment based on artificial neural networks

Author(s): Zhujun Wang, Jianping Wang, Xianyi Zeng, Shukla Sharma, Yingmei Xing, Shuo Xu, Li Liu
Published in: Textile Research Journal, 2021, Page(s) 004051752098752, ISSN 0040-5175
Publisher: SAGE Publications
DOI: 10.1177/0040517520987520

An interactive knowledge-based recommender system for fashion product design in the big data environment

Author(s): Min Dong, Xianyi Zeng, Ludovic Koehl, Junjie Zhang
Published in: Information Sciences, Issue 540, 2020, Page(s) 469-488, ISSN 0020-0255
Publisher: Elsevier BV
DOI: 10.1016/j.ins.2020.05.094

Thesis and dissertations (2)

Implementation of a garment and fashion interactive design system towards co-design platform shared with consumers designers and manufacturers Implementation of a garment and fashion interactive design system towards co-design platform shared with consumers designers and manufacturers

Author(s): S. Sharma
Published in: Doctoral thesis at Centrale Lille, 2020
Publisher: Centrale Lille

Development of the Supply Chain and Production Management System (SCPMS) for small series garments and textile products

Author(s): N. Harale
Published in: Doctoral thesis at Centrale Lille, 2020
Publisher: Centrale Lille

Book chapters (1)

Neue Szenarien der Wertschöpfung für Geschäftsmodelle in der Textilwirtschaft

Author(s): Marcus Winkler, Dieter Stellmach, Meike Tilebein
Published in: Logistik im Wandel der Zeit – Von der Produktionssteuerung zu vernetzten Supply Chains - Festschrift für Wolfgang Kersten zum 60. Geburtstag, Issue 01.04.2019, 2019, Page(s) 601-626, ISBN 978-3-658-25411-7
Publisher: Springer Fachmedien Wiesbaden
DOI: 10.1007/978-3-658-25412-4_28

Monographic books (1)

Supply network configuration for small series, high-cost production: Exploring the European textile and apparel industry context

Author(s): Sara Harper
Published in: Skrifter från Högskolan i Borås, ISSN 0280-381X, 2020
Publisher: Swedish School of Textiles, University of Borås