Cloud-Based Cyber-Physical Robotic Mobile Fulfillment Systems: A Case Study of Collision Avoidance

被引:49
作者
Keung, K. L. [1 ]
Lee, C. K. M. [1 ]
Ji, P. [1 ]
Ng, Kam K. H. [2 ,3 ]
机构
[1] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Peoples R China
[2] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 639798, Singapore
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Delta NTU Corp Lab Cyber Phys Syst, Singapore 639798, Singapore
基金
新加坡国家研究基金会;
关键词
Robotic mobile fulfillment system; Cyber-physical systems; Internet of Things; collision avoidance; WIRELESS SENSOR NETWORKS; INDUSTRY; 4.0; SERVICE INNOVATION; COLONY ALGORITHM; TASK ALLOCATION; DIGITAL TWIN; BIG DATA; SECURITY; INTERNET; DESIGN;
D O I
10.1109/ACCESS.2020.2992475
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The rapid development and implementation of the Internet of Things (IoT) and Cyber-Physical Systems (CPS) in the engineering and manufacturing field have embraced a virtual identity to ensure nearly real-time adjustment. Warehouses are challenged to reassess its order fulfillment operations while simultaneously being provided with the opportunity to develop its own cloud-based CPS with the aid of IoT devices. Robotic Mobile Fulfillment System (RMFS) is a system controlling mobile robots, mobile storage rack, putaway and picking workstations, charging stations, and wireless communication infrastructure in the context of robotic-assisted warehouse. This paper addresses the value creation utilizing cloud-based CPS in RMFS. By providing an analysis of cloud services and IoT enhancement, theoretical concepts from the literatures are consolidated to solve the research que-stions on how RMFS offering better order fulfillment can gain benefits in terms of operational efficiency and system reliability. The paper also proposes a cloud-based CPS architecture, providing a comprehensive understanding on conflict avoidance strategy in the multi-layers multi-deeps warehouse layout. This research presents six conflict classifications in RMFS and provides a case study in the real-life context. Dock grid conflict is a new type of conflict appearing in multi-deeps RMFS. A scenario analysis with real customer orders is applied to present the collision detection and solution.
引用
收藏
页码:89318 / 89336
页数:19
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