Intelligent assistant system as a context-aware decision-making support for the workers of the future

被引:24
|
作者
Belkadi, Farouk [1 ]
Dhuieb, Mohamed Anis [2 ]
Aguado, Jose Vicente [3 ]
Laroche, Florent [1 ]
Bernard, Alain [1 ]
Chinesta, Francisco [3 ]
机构
[1] Ecole Cent Nantes, Lab Digital Sci Nantes, LS2N, UMR CNRS 6004, Nantes, France
[2] PerioSyst, F-92130 Paris, France
[3] Ecole Cent Nantes, Res Inst Civil Engn & Mech, GeM UMR CNRS 6183, Nantes, France
关键词
Context-awareness; Decision-aid system; Factory of the future; Knowledge management; PGD; DESIGN; FRAMEWORK; MANAGEMENT; SERVICE; MODEL;
D O I
10.1016/j.cie.2019.02.046
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The key role of information and communication technologies (ICT) to improve manufacturing productivity within the paradigm of factory of the future is often proved. These tools are used in a wide range of product lifecycle activities, from the early design phase to product recycling. Generally, the assistance tools are mainly dedicated to the management board and fewer initiatives focus on the operational needs of the worker at the shop-floor level. This paper proposes a context-aware knowledge-based system dedicated to support the actors of the factory by the right information at the right time and in the appropriate format regarding their context of work and level of expertise. Particularly, specific assistance functionalities are dedicated to the workers in charge of the machine configuration and the realization of manufacturing operations. PGD-based (Proper Generalized Decomposition) algorithms are used for real time simulation of industrial processes and machine configuration. At the conceptual level, a semantic model is proposedas key enablersfor the structuration of the knowledge-based system.
引用
收藏
页数:13
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