Optimal Robot Motion Planning of Redundant Robots in Machining and Additive Manufacturing Applications

被引:23
|
作者
Beschi, Manuel [1 ]
Mutti, Stefano [1 ]
Nicola, Giorgio [1 ]
Faroni, Marco [1 ]
Magnoni, Paolo [1 ]
Villagrossi, Enrico [2 ]
Pedrocchi, Nicola [1 ]
机构
[1] Natl Res Council CNR, Inst Intelligent Ind Technol & Syst Adv Mfg STIIM, Via Corti 12, I-20133 Milan, Italy
[2] Danieli Automat, Instrumentat & Robot Dept, Via Stringher 4, I-33042 Buttrio, Italy
关键词
kino-dynamics motion planning; ant-colony optimization; advanced industrial applications; ANT COLONY OPTIMIZATION; PARAMETERS; REPAIR; STATE;
D O I
10.3390/electronics8121437
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper deals with the generation of optimal trajectories for industrial robots in machining and additive manufacturing applications. The proposed method uses an Ant Colony algorithm to solve a kinodynamic motion planning problem. It exploits the kinematic redundancy that is often present in these applications to optimize the execution of trajectory. At the same time, the robot kinematics and dynamics constraints are respected and robot collisions are avoided. To reduce the computational burden, the task workspace is discretized enabling the use of efficient network solver based on Ant Colony theory. The proposed method is validated in robotic milling and additive manufacturing real-world scenarios.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Decentralized and Centralized Planning for Multi-Robot Additive Manufacturing
    Poudel, Laxmi
    Elagandula, Saivipulteja
    Zhou, Wenchao
    Sha, Zhenghui
    JOURNAL OF MECHANICAL DESIGN, 2023, 145 (01)
  • [42] Motion planning for redundant multi-bodied planar kinematic snake robots
    Omar Itani
    Elie Shammas
    Nonlinear Dynamics, 2021, 104 : 3845 - 3860
  • [43] Motion planning method for visual servo redundant robots based on the vector analysis
    Luo, Xiang
    Shen, Jie
    Yan, Jingping
    Jiqiren/Robot, 2000, 22 (04): : 264 - 270
  • [44] A motion planning based approach for inverse kinematics of redundant robots: The kinematic roadmap
    Ahuactzin, Juan Manuel
    Gupta, Kamal
    Expert Systems with Applications, 14 (1-2): : 159 - 167
  • [45] Deterministic Motion Planning for Redundant Robots along End-Effector Paths
    Quispe, Ana Huaman
    Stilman, Mike
    2012 12TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 2012, : 785 - 790
  • [46] A motion planning based approach for inverse kinematics of redundant robots: the kinematic roadmap
    Ahuactzin, JM
    Gupta, K
    EXPERT SYSTEMS WITH APPLICATIONS, 1998, 14 (1-2) : 159 - 167
  • [47] Motion planning for redundant multi-bodied planar kinematic snake robots
    Itani, Omar
    Shammas, Elie
    NONLINEAR DYNAMICS, 2021, 104 (04) : 3845 - 3860
  • [48] Reducing the Optimization Problem for the Efficient Motion Planning of Kinematically Redundant Parallel Robots
    Niemann, Sebastian
    Kotlarski, Jens
    Ortmaier, Tobias
    Mueller-Schloer, Christian
    2013 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM): MECHATRONICS FOR HUMAN WELLBEING, 2013, : 618 - 624
  • [49] A motion planning based approach for inverse kinematics of redundant robots: The kinematic roadmap
    Ahuactzin, JM
    Gupta, K
    1997 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION - PROCEEDINGS, VOLS 1-4, 1997, : 3609 - 3614
  • [50] OPTIMAL POINT-TO-POINT MOTION CONTROL OF ROBOTS WITH REDUNDANT DEGREES OF FREEDOM
    FENTON, RG
    BENHABIB, B
    GOLDENBERG, AA
    JOURNAL OF ENGINEERING FOR INDUSTRY-TRANSACTIONS OF THE ASME, 1986, 108 (02): : 120 - 126