Global Optimal Trajectory Planning of Mobile Robot Grinding for High-Speed Railway Body

被引:2
|
作者
Xu, Xiaohu [1 ]
Ye, Songtao [2 ]
Yang, Zeyuan [2 ,3 ]
Yan, Sijie [2 ]
Ding, Han [2 ]
机构
[1] Wuhan Univ, Inst Technol Sci, Wuhan 430072, Peoples R China
[2] Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
[3] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117576, Singapore
基金
国家重点研发计划;
关键词
Trajectory planning; Robot grinding; High-speed railway; OPTIMIZATION; MANIPULATORS;
D O I
10.1007/978-3-031-13835-5_44
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Reasonable machining trajectory planning could increase the robotic maneuverability and productivity, which is a research hotspot in the field of robotic grinding, especially for large complicated components. To overcome the machining area planning challenges, an optimal robotic machining trajectory planning approach is presented by creating the robot joint configuration model. To begin, a global trajectory planning approach based on the strong surface consistency of a high-speed railway body is proposed to ensure the continuity of robot motion and the optimal configuration. The high-speed railway body is then divided into different areas to ensure robotic accessibility. Finally, the simulation experiment is employed to obtain the appropriate robotic machining trajectory and working attitude, which effectively enhance robotic accessibility and vastly increase processing efficiency and surface quality in the actual robotic grinding of high-speed railway body.
引用
收藏
页码:485 / 496
页数:12
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