Nonlinear robust adaptive precision motion control of motor servo systems with unknown actuator backlash compensation
Shusen Yuan1, Wenxiang Deng1, Xianglong Liang1
1School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China.
This study presents an adaptive controller for precise motor servo systems, effectively managing uncertainties and actuator backlash. The method ensures system stability and superior performance through real-time parameter adaptation and disturbance estimation.
Area of Science:
- Robotics and Control Systems
- Mechanical Engineering
- Mechatronics
Background:
- Motor servo systems often face challenges with modeling uncertainties and actuator backlash, hindering precise motion control.
- Existing control strategies may struggle with unknown parameters and disturbance bounds, limiting practical application.
Purpose of the Study:
- To develop a robust and adaptive control strategy for high-precision motion control in motor servo systems.
- To address challenges posed by modeling uncertainties and unknown actuator backlash in real-time.
- To enhance the engineering practicability of controllers by enabling automatic estimation of disturbance bounds.
Main Methods:
- A synthesized adaptive law combined with a continuous nonlinear robust term is employed.
- An adaptive technique is utilized to update unknown actuator backlash parameters in real-time.
- A backlash inverse function is incorporated to eliminate the backlash effect.
- The controller automatically estimates the disturbance upper bound through an adaptive law.
Main Results:
- The proposed controller demonstrates effective handling of parameter uncertainties and system disturbances.
- Real-time adaptation of actuator backlash parameters and elimination of backlash effects were achieved.
- The controller successfully estimated unknown disturbance bounds, improving practical applicability.
- Theoretical analysis confirmed perfect asymptotic stability, even with unmodeled dynamics.
Conclusions:
- The presented adaptive control method offers superior performance and robustness for motor servo systems.
- The approach effectively compensates for modeling uncertainties and unknown actuator backlash.
- The controller's ability to self-estimate disturbance bounds enhances its engineering value and applicability.
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