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Input Shaping enhanced Active Disturbance Rejection Control for a twin rotor multi-input multi-output system (TRMS)
Xiaoyan Yang1, Jianwei Cui2, Dazhong Lao1
1School of Aerospace, Beijing Institute of Technology, Beijing 100081, PR China.
A new composite control method combining Active Disturbance Rejection Control (ADRC) and Input Shaping enhances trajectory tracking and disturbance rejection for two-DOF TRMS systems. This approach effectively handles system nonlinearities and coupling effects.
Area of Science:
- Robotics and Control Systems
- Mechanical Engineering
- Mechatronics
Background:
- Two-degree-of-freedom (2-DOF) systems like the Two-Link Robotic Manipulator System (TRMS) present challenges in trajectory tracking and disturbance rejection due to un-measurable states, modeling uncertainties, and unknown disturbance torques.
- Existing control strategies often require decoupling the system into subsystems, which can be complex and may neglect crucial coupling effects.
Purpose of the Study:
- To develop and validate a composite control strategy for a 2-DOF TRMS that achieves accurate trajectory tracking and robust disturbance rejection.
- To address system nonlinearities and complex coupling effects without explicit decoupling of the TRMS subsystems.
Main Methods:
- A composite control approach integrating Active Disturbance Rejection Control (ADRC) with feed-forward Input Shaping was designed for the 2-DOF TRMS.
- The controller derivation maintained the inherent coupling effects of the TRMS, avoiding the need for subsystem decoupling.
- The proposed control method was implemented on an experimental TRMS platform.
Main Results:
- Experimental validation demonstrated superior performance of the proposed composite ADRC and Input Shaping controller compared to traditional PID and standalone ADRC controllers.
- The controller achieved excellent set-point tracking behavior and effective disturbance rejection even under system nonlinearity and complex coupling conditions.
- The method proved effective in managing un-measurable states and uncertainties inherent in the TRMS.
Conclusions:
- The composite control strategy based on ADRC and Input Shaping offers a robust and effective solution for controlling 2-DOF TRMS.
- This approach successfully mitigates challenges posed by system nonlinearities, coupling effects, and external disturbances.
- The findings highlight the potential of this composite control for advanced robotic manipulator applications.
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