4.7 Article

Smart robotic mobile fulfillment system with dynamic conflict-free strategies considering cyber-physical integration

期刊

ADVANCED ENGINEERING INFORMATICS
卷 42, 期 -, 页码 -

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.aei.2019.100998

关键词

Mobile robot control; Conflict-detection method with time window; A* algorithm with greedy best-first-search; Smart mobile robotic fulfillment system; Bi-directional robot path layout

资金

  1. Hong Kong Polytechnic University, Hong Kong
  2. Nanyang Technological University, Singapore
  3. Wuhan University of Technology, China
  4. Research Committee, The Hong Kong Polytechnic University, Hong Kong [ITS/275/16FX, K/H-ZM25]
  5. Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong [ITS/275/16FX, K/H-ZM25]
  6. Innovation and Technology Commission, The Government of the Hong Kong SAR, Hong Kong [ITS/275/16FX, K/H-ZM25]
  7. Delta Electronics Inc
  8. National Research Foundation (NRF) Singapore under the Corporate Laboratory @ University Scheme at Nanyang Technological University, Singapore [RCA-16/434, SCO-RP1]

向作者/读者索取更多资源

Smart mobile robots are deployed to the warehouse environments to improve the efficiency, because of its characteristics of high automation and flexibility characteristics. However, the trajectory planning is a great challenge especially when a number of mobile robotics operates in the warehouse simultaneously. This paper proposes a cyber-physical system model for smart robotic warehouse to implement the workflow data collection and procedure monitor. A decoupled method is presented to find a conflict-free path for the mobile vehicles in the warehouses, after distributing destinations to mobile robots to minimize the total travel distance. The improved A* algorithm is applied to find paths from the source node to the destination node for single mobile vehicle in the domain of smart logistics. Collisions are detected by comparing the occupying time window of each mobile vehicle. Three collision avoidance strategies are developed to solve the conflicts and the candidate path with the minimal completion time is selected as the final determined route. The contribution of the paper is to propose a CPS-enabled robotic warehouse with dynamic conflict-free strategy to self-configure the path to optimize warehouse operation efficiency.

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