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Disturbance Observer-Based Force Estimation and Fault Detection for Robotic Manipulator in Radioactive Environments

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成果类型:
期刊论文
作者:
Liu, Huaimin;Wang, Xiangjiang;Chen, Liuyang
通讯作者:
Wang, X.
作者机构:
[Liu, Huaimin; Wang, Xiangjiang] Univ South China, Coll Resource Environm & Safety Engn, Hengyang 421001, Peoples R China.
[Chen, Liuyang] Univ South China, Dept Mech Engn, Hengyang 421001, Peoples R China.
通讯机构:
[Wang, X.] U
University of South China, China
语种:
英文
关键词:
Manipulators;Robot sensing systems;Observers;Estimation;Torque;Fault detection;Dynamics;Robotic manipulator;observer-based;force estimation;fault detection
期刊:
IEEE ACCESS
ISSN:
2169-3536
年:
2022
卷:
10
页码:
105303-105318
基金类别:
This work was supported by the Local Scientific and Technological Development of China's Central Government under Grant 2022ZYQ015.
机构署名:
本校为第一机构
院系归属:
机械工程学院
摘要:
Robotic systems with force sensing have great potential for use in radioactive environments. In this study, a modified observer-based method was developed to calculate the unknown external force without adding a redundant sensor and achieve the fault detection in the presence of a force sensor. A dynamic model of a serial robotic manipulator was built and the design procedure for a modified disturbance observer (MDO) was established. The output of observer was then used to suppress the disturbance and generate the fault signature. Moreover, the...

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