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
相关论文
共 50 条
  • [21] Design and Implementation of Integrated Case Packer based on High Speed Pick-and-Place Robot
    Mei, Jiangping
    Yu, Dongxing
    Cheng, Xingquan
    MANUFACTURING SCIENCE AND MATERIALS ENGINEERING, PTS 1 AND 2, 2012, 443-444 : 121 - 126
  • [22] Dynamic Error Modeling and Compensation in High Speed Delta Robot Pick-and-Place Process
    Cheng, Hongtai
    Zhang, Zhifei
    Li, Wei
    2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 36 - 41
  • [23] Queuing theory based part-flow estimation in a pick-and-place task with a multi-robot system
    Huang, Yanjiang
    Chiba, Ryosuke
    Arai, Tamio
    Ueyama, Tsuyoshi
    Zhang, Xianmin
    Ota, Jun
    JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING, 2018, 12 (02):
  • [24] Pick-and-place robot handles nanofibres
    不详
    SENSOR REVIEW, 2008, 28 (01) : 80 - 81
  • [25] Control of a novel linear-rotary actuator for high-speed pick-and-place application
    Teo, T.J. (tjteo@simtech.a-star.edu.sg), 1600, Institution of Engineers (Australia) (11):
  • [26] Design Analysis and Dynamic Modeling of a High-Speed 3T1R Pick-and-Place Parallel Robot
    Wu, Guanglei
    Bai, Shaoping
    Hjornet, Preben
    RECENT ADVANCES IN MECHANISM DESIGN FOR ROBOTICS, 2015, 33 : 285 - 295
  • [27] Advance Planning in Sequential Pick-and-Place Tasks
    Hesse, Constanze
    Deubel, Heiner
    JOURNAL OF NEUROPHYSIOLOGY, 2010, 104 (01) : 508 - 516
  • [28] Robot set to grab pick-and-place work
    不详
    PROFESSIONAL ENGINEERING, 1999, 12 (21) : 48 - 48
  • [29] Comparative analysis of pick & place strategies for a multi-robot application
    Humbert, G.
    Pham, M. T.
    Brun, X.
    Guillemot, M.
    Noterman, D.
    PROCEEDINGS OF 2015 IEEE 20TH CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (ETFA), 2015,
  • [30] Utilizing internal state in multi-robot coordination tasks
    Jones, C
    Mataric, MJ
    PROCEEDING OF THE NINETEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE SIXTEENTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, : 958 - 959