Collision-Free Route Planning for Multiple AGVs in an Automated Warehouse Based on Collision Classification

被引:102
作者
Zhang, Zheng [1 ]
Guo, Qing [1 ]
Chen, Juan [1 ]
Yuan, Peijiang [2 ]
机构
[1] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China
[2] Beihang Univ, Intelligent Technol & Robot Res Ctr, Beijing 100191, Peoples R China
关键词
Multiple AGVs; route planning; time window; the status of AGV; collision classification; GUIDED VEHICLES; DEADLOCK; SYSTEMS; PATH;
D O I
10.1109/ACCESS.2018.2819199
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An automated warehouse system contains a number of materials, workstations, and multiple Automated Guided Vehicles (AGVs). The automated warehouse is server-controlled. This paper proposes a collision-free routing method for AGVs based on collision classification. This method can deal with collisions arising in the automated warehouse. It first divides the warehouse environment into five areas, and then performs route planning. In this paper, the environment map for AGVs is described by using the grid method. The initial route of each task is predetermined by improved Dijkstra's algorithm. The server detects the potential collisions by comparing each workstation's ID and corresponding time window in every route. This paper presents four collision classifications and three solutions. Based upon the analyses and experiments, we select the corresponding solution for each type of collision. Presented case studies demonstrate the efficiency of the proposed collision-free route planning approach.
引用
收藏
页码:26022 / 26035
页数:14
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