Digital twins for aircraft maintenance and operation: A systematic literature review and an IoT-enabled modular architecture

被引:16
|
作者
Bisanti, Giovanni Marco [1 ]
Mainetti, Luca [1 ]
Montanaro, Teodoro [1 ]
Patrono, Luigi [1 ]
Sergi, Ilaria [1 ]
机构
[1] Univ Salento, Dept Engn Innovat, Via Monteroni, I-73100 Lecce, Italy
关键词
Digital twin; IoT architecture; Service-oriented architecture; Aircraft operation and maintenance; Data-driven; Physics-based; IVHM; FRAMEWORK;
D O I
10.1016/j.iot.2023.100991
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Thanks to the rapid growth of the Industry 4.0 domain and the innovations brought by the Internet of Things paradigm, Digital Twins (DT) are increasingly gaining momentum in our society and various companies are moving towards their adoption in many application areas. One of them is the aerospace sector which has started to take advantage of their innovative services to enhance workers' daily duties. Although different works already proposed solutions to apply the Digital Twin to the industrial domain, the airspace area has not yet completely benefited from its advantages. Digital Twins carve out an important role in the entire aircraft lifecycle management, in particular they provide value in the maintenance process by gathering status information for optimizing aircraft operations. This article aims to comprehensively analyse, by applying the systematic mapping method, the current state of the art on Digital Twin technology applied to aircraft operation and maintenance. The results give an overview about the innovations that the Digital Twins can bring in the specific current state of the art, by highlighting the modelling approach used for building the DT, and the most important extracted common information related to the most frequently adopted tools and the covered subsystems. As a further important contribution to the research community, this work provides a comprehensive modular architecture that acts as a summarizing artifact able to serve all the analysed works and discusses the open issues by pointing out some interesting research directions, that could lead to new and interesting future works and collaborations.
引用
收藏
页数:14
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