JOURNAL ARTICLE

Design of Active Disturbance Rejection Control for Single-Link Flexible Joint Robot Manipulator

Abstract

This work presents the design of active disturbance rejection control (ADRC) strategy to position control of a single-Iink flexible joint robot manipulator. Two schemes of ADRC are presented, Linear Active Disturbance Rejection Controller (LADRC) and Nonlinear Active Disturbance Rejection Controller (NADRC). A comparison study in terms of transient performances, robustness characteristics and disturbance rejection capabilities has been made based on LADRC and NADRC. The robustness of both controllers is evaluated by measuring the amount of deviation in system performance due to uncertainty in system parameters, One issue with NADRC and LADRC is they include various parameters and unless they are properly tuned, will have an adverse effect on the estimation process and in turn, on the system performance. The particle swarm technique (PSO) has been selected as an optimal tuner to improve the estimation process and thereby, to enhance the system performance.

Keywords:
Active disturbance rejection control Control theory (sociology) Robustness (evolution) Control engineering Torque Engineering Particle swarm optimization Robust control Computer science Control system Nonlinear system State observer Control (management) Artificial intelligence

Metrics

45
Cited By
3.05
FWCI (Field Weighted Citation Impact)
14
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Control Systems Design
Physical Sciences →  Engineering →  Control and Systems Engineering
Iterative Learning Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced Control Systems Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering
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