MULTI-ROBOT PATH PLANNING FOR COOPERATIVE 3D PRINTING

被引:0
|
作者
Elagandula, Saivipulteja [1 ]
Poudel, Laxmi [2 ]
Sha, Zhenghui [2 ]
Zhou, Wenchao [2 ]
机构
[1] Univ Arkansas, Dept Comp Sci & Comp Engn, Fayetteville, AR 72701 USA
[2] Univ Arkansas, Dept Mech Engn, Fayetteville, AR 72701 USA
基金
美国国家科学基金会;
关键词
Cooperative 3D Printing; Additive Manufacturing; Manufacturing Scheduling; Path Planning; Conflict-Based Search; CONFLICT-BASED SEARCH; ALGORITHM;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Cooperative 3D printing (C3DP) is an emerging technology that employs multiple mobile 3D printers to work together on printing the desired part cooperatively for better scalability and more flexibility. In our previous work we developed a chunker, a geometric partition tool, to divide a part into smaller chunks and a computational framework to automatically generate schedules for collision-free printing. However, the framework can only generate print schedules for one print job. To schedule multiple robots to print multiple jobs, job assignment and path planning for robots to move between jobs also needs to be considered. In this paper, we apply the previously developed framework to generate print schedules for multiple jobs concurrently, and then developed a new approach to combine the independent print schedules with two heuristic methods: 1) Job by Job heuristics and 2) Row by Row heuristics. Once a single schedule is generated using one of the two heuristics, the conflict-based search algorithm is used to find the optimal path for robots to move from one print location to next. A case study is conducted where three different jobs are concurrently scheduled on a floor with four available printing robots. The results validate the utility of the proposed approach in generating viable print schedules with collision-free path planning.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] COMPUTATIONAL DESIGN OF SCHEDULING STRATEGIES FOR MULTI-ROBOT COOPERATIVE 3D PRINTING
    Poudel, Laxmi
    Zhou, Wenchao
    Sha, Zhenghui
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2019, VOL 1, 2020,
  • [2] Multi-Robot Hybrid Coverage Path Planning for 3D Reconstruction of Large Structures
    Almadhoun, Randa
    Taha, Tarek
    Seneviratne, Lakmal
    Zweiri, Yahya
    [J]. IEEE ACCESS, 2022, 10 : 2037 - 2050
  • [3] Cooperative multi-robot path planning using differential evolution
    Chakraborty, Jayasree
    Konar, Amit
    Jain, L. C.
    Chakraborty, Uday K.
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2009, 20 (1-2) : 13 - 27
  • [4] Cooperative simulated annealing for path planning in multi-robot systems
    Sánchez-Ante, G
    Ramos, F
    Frausto, J
    [J]. MICAI 2000: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2000, 1793 : 148 - 157
  • [5] Cooperative multi-robot path planning by heuristic priority adjustment
    Regele, Ralf
    Levi, Paul
    [J]. 2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, 2006, : 5954 - +
  • [6] Distributed Cooperative Multi-Robot Path Planning Using Differential Evolution
    Chakraborty, Jayasree
    Konar, Armt
    Chakraborty, Uday K.
    Jain, L. C.
    [J]. 2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 718 - +
  • [7] Optimal Path Planning in Cooperative Heterogeneous Multi-robot Delivery Systems
    Mathew, Neil
    Smith, Stephen L.
    Waslander, Steven L.
    [J]. ALGORITHMIC FOUNDATIONS OF ROBOTICS XI, 2015, 107 : 407 - 423
  • [8] Simulation Environment for Multi-robot Cooperative 3D Target Perception
    Dias, Andre
    Almeida, Jose
    Dias, Nuno
    Lima, Pedro
    Silva, Eduardo
    [J]. SIMULATION, MODELING, AND PROGRAMMING FOR AUTONOMOUS ROBOTS (SIMPAR 2014), 2014, 8810 : 98 - 109
  • [9] Multi-Robot Task Allocation Framework with Integrated Risk-Aware 3D Path Planning
    Bai, Yifan
    Lindqvist, Bjorn
    Karlsson, Samuel
    Kanellakis, Christoforos
    Nikolakopoulos, George
    [J]. 2022 30TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2022, : 481 - 486
  • [10] Optimal distributed planning of multi-robot placement on a 3D truss
    Yun, Seung-kook
    Rus, Daniela
    [J]. 2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9, 2007, : 1371 - 1376