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Erschienen in: Soft Computing 8/2023

17.03.2023 | Application of soft computing

A practical study of active disturbance rejection control for rotary flexible joint robot manipulator

verfasst von: Hazrat Bilal, Baoqun Yin, Muhammad Shamrooz Aslam, Zeeshan Anjum, Avinash Rohra, Yizhen Wang

Erschienen in: Soft Computing | Ausgabe 8/2023

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Abstract

This research presents a practical study of active disturbance rejection control law (ADRC) for the control of robotic manipulators in the presence of uncertainties. The control objective of the proposed control law is to track the trajectory accurately and rejects the disturbance caused by robotic manipulators. First, Euler Lagrange’s equations are used to model the dynamic behavior of a rotary flexible joint manipulator system (RFJMS). Secondly, the ADRC is designed for the rejection of lump disturbances (modeling uncertainties, nonlinearities, and external disturbances) of the manipulator; to estimate the lump disturbances a fifth-order extended state observer is constructed. Furthermore, a state error feedback control law with disturbance compensation is designed, which needs only a few control parameters to be adjusted. Furthermore, we demonstrate the robustness and effectiveness of the proposed control law by comparing the experimental results with those of LQR and PID. Experimental results show that high precision position control as well as vibration suppression can be achieved with the proposed controller, which is superior to LQR and PID controllers. In spite of uncertainties and nonlinearity of the flexible joint, QUANSER's RFJMS exhibits excellent tracking behavior and disturbance rejection.

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Metadaten
Titel
A practical study of active disturbance rejection control for rotary flexible joint robot manipulator
verfasst von
Hazrat Bilal
Baoqun Yin
Muhammad Shamrooz Aslam
Zeeshan Anjum
Avinash Rohra
Yizhen Wang
Publikationsdatum
17.03.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 8/2023
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-023-08026-x

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