Cloud material handling systems: a cyber-physical system to enable dynamic resource allocation and digital interoperability

被引:4
|
作者
Aron C. [1 ]
Sgarbossa F. [1 ]
Ballot E. [2 ]
Ivanov D. [3 ]
机构
[1] Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology, Richard Birkelands vei 2B, Trondheim
[2] CGS - Centre de Gestion Scientifique, i3, UMR CNRS 9217, Mines Paris - PSL, 60 Bd St Michel, Paris
[3] Department of Business and Economics, Berlin School of Economics and Law (HWR Berlin), Badensche Straße 52, Berlin
关键词
Cyber-physical systems; Deep reinforcement learning; Digital interoperability; Material handling systems; Resilience; Sustainability;
D O I
10.1007/s10845-023-02262-6
中图分类号
学科分类号
摘要
The existing logistics practices frequently lack the ability to effectively handle disruptions. Recent research called for dynamic, digital-driven approaches that can help prioritise allocation of logistics resources to design more adaptive and sustainable logistics networks. The purpose of this study is to explore inter-dependencies between physical and digital assets to examine how cyber-physical systems could enable interoperability in logistics networks. The paper provides an overview of the existing literature on cyber-physical applications in logistics and proposes a conceptual model of a Cloud Material Handling System. The model allows leveraging the use of digital technologies to capture and process real-time information about a logistics network with the aim to dynamically allocate material handling resources and promote asset and infrastructure sharing. The model describes how cloud computing, machine learning and real-time information can be utilised to dynamically allocate material handling resources to product flows. The adoption of the proposed model can increase efficiency, resilience and sustainability of logistics practices. Finally, the paper offers several promising research avenues for extending this work. © The Author(s) 2023.
引用
收藏
页码:3815 / 3836
页数:21
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