Implementation of Cognitive Digital Twins in Connected and Agile Supply Networks-An Operational Model

被引:33
|
作者
Kalaboukas, Kostas [1 ,2 ]
Rozanec, Joze [3 ,4 ,5 ]
Kosmerlj, Aljaz [3 ]
Kiritsis, Dimitris [6 ]
Arampatzis, George [1 ]
机构
[1] Tech Univ Crete, Sch Prod Engn & Management, Univ Campus, Akrotiri 73100, Chania, Greece
[2] Grp Maggioli Athens Branch, Andrea Papandredou 19, Maroussi 15124, Attica, Greece
[3] Jozef Stefan Inst, Jamova 39, Ljubljana 1000, Slovenia
[4] Qlector Doo, Rovsnikova 7, Ljubljana 1000, Slovenia
[5] Jozef Stefan Int Postgrad Sch, Jamova 39, Ljubljana 1000, Slovenia
[6] EPFL Ecole Polytech Fed Lausanne, Route Cantonale, CH-1015 Lausanne, Switzerland
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 09期
关键词
agile supply chains; cognitive digital twin; cognitive supply chains; cognitive manufacturing;
D O I
10.3390/app11094103
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Supply chain agility and resilience are key factors for the success of manufacturing companies in their attempt to respond to dynamic changes. The circular economy, the need for optimized material flows, ad-hoc responses and personalization are some of the trends that require supply chains to become "cognitive", i.e., able to predict trends and flexible enough in dynamic environments, ensuring optimized operational performance. Digital twins (DTs) is a promising technology, and a lot of work is done on the factory level. In this paper, the concept of cognitive digital twins (CDTs) and how they can be deployed in connected and agile supply chains is elaborated. The need for CDTs in the supply chain as well as the main CDT enablers and how they can be deployed under an operational model in agile networks is described. More emphasis is given on the modelling, cognition and governance aspects as well as on how a supply chain can be configured as a network of connected CDTs. Finally, a deployment methodology of the developed model into an example of a circular supply chain is proposed.
引用
收藏
页数:22
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