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A Compound Control Based on the Piezo-Actuated Stage with Bouc-Wen Model
Jiwen Fang1, Jia Wang1, Chong Li1
1School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China.
This study addresses piezoelectric actuator (PA) hysteresis in micro-positioning stages. A modified Bouc-Wen model and PSO optimization enable a fuzzy PID controller with feedforward compensation to effectively mitigate hysteresis errors.
Area of Science:
- Mechatronics
- Control Systems Engineering
- Materials Science
Background:
- Piezoelectric actuators (PAs) are crucial for micro-positioning stages.
- Hysteresis non-linearity in PAs introduces significant positioning errors.
- Existing models struggle to accurately capture PA hysteresis across different frequencies.
Purpose of the Study:
- To develop and validate a modified Bouc-Wen model for PA hysteresis.
- To implement a control strategy for compensating hysteresis non-linearity.
- To improve the accuracy of piezo-actuated stages.
Main Methods:
- A modified Bouc-Wen hysteresis model was developed, distinguishing between rate-independent and rate-dependent types.
- Particle Swarm Optimization (PSO) was used for accurate parameter identification of the hysteresis model.
- An inverse model feedforward compensator was designed and integrated with a fuzzy PID controller.
Main Results:
- The modified Bouc-Wen model effectively described PA hysteresis.
- PSO successfully identified model parameters for improved accuracy.
- The combined fuzzy PID controller and feedforward compensator significantly reduced hysteresis-induced errors.
Conclusions:
- The proposed control strategy demonstrates high efficacy in compensating for piezoelectric actuator hysteresis.
- Accurate modeling and advanced control techniques are vital for precision micro-positioning.
- This approach enhances the performance and reliability of piezo-actuated systems.
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