A Fault-Tolerant Method for Motion Planning of Industrial Redundant Manipulator

被引:96
作者
Li, Zhan [1 ]
Li, Chunxu [2 ]
Li, Shuai [2 ]
Cao, Xinwei [3 ]
机构
[1] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 611731, Peoples R China
[2] Swansea Univ, Coll Engn, Swansea SA1 8EN, W Glam, Wales
[3] Shanghai Univ, Shanghai 200444, Peoples R China
基金
中国国家自然科学基金;
关键词
Manipulators; Planning; Fault tolerant systems; Kinematics; Motion control; Redundancy; Joint failure; motion planning; redundant manipulator; DUAL NEURAL-NETWORK; EXPERIMENTAL-VERIFICATION; RESOLUTION; VELOCITY; SCHEME;
D O I
10.1109/TII.2019.2957186
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, industrial redundant manipulators have been playing important roles in manufacturing fields, such as welding and assembling, by performing repetitive and dull work. Such long-term industrial operations usually require redundant manipulators to keep good working conditions and maintain steadiness of joint actuation. However, some joints of redundant manipulators may fall into fault status after enduring long-period heavy manipulations, causing that the desired industrial tasks cannot be accomplished accurately. In this article, we propose a novel fault-tolerant method with simultaneous fault-diagnose function for motion planning and control of industrial redundant manipulators. The proposed approach is able to adaptively localize which joints run away from the normal state to be fault, and it can guarantee to finish the desired path tracking control even when these fault joints lose their velocity to actuate. Simulation and experiment results on a Kuka LBR iiwa manipulator demonstrate the efficiency of the proposed fault-tolerant method for motion control of the redundant manipulator.
引用
收藏
页码:7469 / 7478
页数:10
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