Multi-robot coordination for high-speed pick-and-place tasks

被引:0
|
作者
Yu, Chao [1 ]
Liu, Xin-Jun [2 ,3 ,4 ]
机构
[1] Tsinghua Univ, Dept Mech Engn, Beijing 100084, Peoples R China
[2] Tsinghua Univ, State Key Lab Tribol, Dept Mech Engn, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Inst Mfg Engn, Dept Mech Engn, Beijing 100084, Peoples R China
[4] Tsinghua Univ, Beijing Key Lab Precis Ultraprecis Mfg Equipments, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-robot coordination; pick-and-place tasks; sorting algorithms; moving conveyor belt; DISPATCHING RULES; PERFORMANCE;
D O I
暂无
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper deals with the problem of multi-robot coordination in high-speed pick-and-place tasks. In order to solve the multi-robot coordination problem, the single-robot sorting algorithms need to be analyzed first. In most practical situations of high-speed pick-and-place tasks, the first-in-first-out(FIFO) rule is adopted as the sorting algorithms, which is verified to be inefficient in overload system. A novel method named the Second-Shortest-Sorting-Time (SSST) rule which is proved to be more efficient in overload system is proposed based on the Shortest-Sorting-Time (SST) rule. Multi-robot coordination is studied on the basis of the three sorting algorithms. Taking double-robot scenario as an example, the purpose is to arrange the position of two robots and find a proper combination of the multi-robot sorting algorithms for the items on a moving conveyor belt. Results obtained from the simulations show that SSST-SSST rule performs optimally for different tested instances. If the optimized sorting algorithm is used in practical application, the sorting rate can be significantly increased.
引用
收藏
页码:1743 / 1750
页数:8
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