Trajectory Tracking of a 2-Degrees-of-Freedom Serial Flexible Joint Robot Using an Active Disturbance Rejection Controller Approach

This paper presents the development of an Active Disturbance Rejection Controller (ADRC) to address the trajectory tracking problem of a 2DOF (Degrees of Freedom) Serial Flexible Robot. The proposed approach leverages differential flatness theory to determine the system’s flat output, simplifying the trajectory tracking problem into a linear state feedback control with disturbance rejection. A set of a Generalized Proportional Integral Observer (GPIO) and Luenberger observers is employed to estimate the derivatives of the flat output and both internal and external disturbances in real time. The control law is experimentally validated on a 2DOF Serial Flexible Robot prototype developed by Quanser. Quantitative results demonstrate that the ADRC achieves superior performance compared to a partial state feedback control scheme, with a Mean Squared Error (MSE) as low as 1.0651 × 10−5 rad2 for trajectory tracking. The ADRC effectively suppresses oscillations, minimizes high-frequency noise and reduces saturation effects, even under external disturbances. These findings underscore the robustness and efficiency of the proposed method for underactuated flexible systems.

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Publication Details

Journal
Mathematics
Published
2024-12-18
DOI
https://doi.org/10.3390/math12243989
Citations
1
Primary Topic
Control Systems in Engineering
Type
article
Field-Weighted Citation Impact
0.21

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article

Trajectory Tracking of a 2-Degrees-of-Freedom Serial Flexible Joint Robot Using an Active Disturbance Rejection Controller Approach

E. G. Hernández-Martínez, Mario Ramírez‐Neria, Alejandro Toro-Ossaba, Juan C. Tejada et al.
1 citations
Mathematics
Control Systems in Engineering
0.21
article

Trajectory Tracking of a 2-Degrees-of-Freedom Serial Flexible Joint Robot Using an Active Disturbance Rejection Controller Approach

E. G. Hernández-Martínez, Mario Ramírez‐Neria, Alejandro Toro-Ossaba, Juan C. Tejada, Alexandro López-González, Gilberto Ochoa‐Ortega
article en
1 citations

Abstract

This paper presents the development of an Active Disturbance Rejection Controller (ADRC) to address the trajectory tracking problem of a 2DOF (Degrees of Freedom) Serial Flexible Robot. The proposed approach leverages differential flatness theory to determine the system’s flat output, simplifying the trajectory tracking problem into a linear state feedback control with disturbance rejection. A set of a Generalized Proportional Integral Observer (GPIO) and Luenberger observers is employed to estimate the derivatives of the flat output and both internal and external disturbances in real time. The control law is experimentally validated on a 2DOF Serial Flexible Robot prototype developed by Quanser. Quantitative results demonstrate that the ADRC achieves superior performance compared to a partial state feedback control scheme, with a Mean Squared Error (MSE) as low as 1.0651 × 10−5 rad2 for trajectory tracking. The ADRC effectively suppresses oscillations, minimizes high-frequency noise and reduces saturation effects, even under external disturbances. These findings underscore the robustness and efficiency of the proposed method for underactuated flexible systems.

MathematicsVol. 12(24)
Universidad Iberoamericana (MX), EIA University (CO), Polytechnic University of the Valley of Mexico (MX)
Universidad Iberoamericana Ciudad de México
Openalex Percentile: Top 49%
Control Systems in Engineering
0.21
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Trajectory Tracking of a 2-Degrees-of-Freedom Serial Flexible Joint Robot Using an Active Disturbance Rejection Controller Approach — E. G. Hernández-Martínez, Mario Ramírez‐Neria, et al. · Mathematics (2024) | TGRS Research Map | TGRS