An improved adaptive position tracking strategy for automatic shift actuator with uncertain parameters.
Chengqiang Yin1, Shuai Wang2, Jie Gao1
1School of Machinery and Automation, Weifang University, Weifang, 261061, China.
Scientific Reports
|April 24, 2024
Summary
This study introduces an improved adaptive control strategy for electromechanical clutch actuators, enhancing gear position control precision and convergence speed using finite time theory. The method ensures accurate tracking and rapid system response for challenging control applications.
Area of Science:
- Control Engineering
- Mechatronics
- Automotive Systems
Background:
- Precise gear position control is difficult due to system nonlinearity, parameter uncertainty, and external disturbances.
- Traditional adaptive control methods face limitations in achieving high-speed convergence and precision.
Purpose of the Study:
- To develop an improved adaptive control strategy for electromechanical clutch actuators.
- To enhance position tracking precision and convergence rate for gear control systems.
- To address challenges posed by nonlinearity and uncertainty in clutch systems.
Main Methods:
- A theoretical model of the electromechanical clutch actuator system was established.
- An enhanced adaptive controller was designed incorporating finite time theory and a power function in the virtual control.
- A parameter update rate was integrated into the control action.
Main Results:
- The stability of the proposed control system was theoretically proven.
- Matlab simulations demonstrated the effectiveness of the finite time-based adaptive control.
- Experimental tests confirmed accurate position tracking and fast convergence speed.
Conclusions:
- The proposed finite time-based adaptive control strategy significantly improves electromechanical clutch position control.
- The method achieves satisfactory performance with enhanced accuracy and speed compared to traditional approaches.
- This research offers a robust solution for precise gear position control in dynamic environments.
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