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Adaptive feed-forward hysteresis compensation for piezoelectric actuators
Arnfinn Aas Eielsen1, Jan Tommy Gravdahl, Kristin Y Pettersen
1Department of Engineering Cybernetics, Norwegian University of Science and Technology, Trondheim, Norway. arnfinn.aas.eielsen@itk.ntnu.no
This study introduces an adaptive nonlinear hysteresis compensation scheme for piezoelectric actuators. The method significantly reduces positioning errors caused by hysteresis, improving accuracy for high-resolution tasks.
Area of Science:
- Engineering
- Materials Science
- Control Systems
Background:
- Piezoelectric actuators are crucial for high-resolution positioning.
- Hysteresis and creep nonlinearities degrade their accuracy.
- Accurate control is essential for precision applications.
Purpose of the Study:
- To develop an online adaptive nonlinear hysteresis compensation scheme.
- To address symmetric hysteretic responses in piezoelectric actuators.
- To improve the positioning accuracy of these actuators.
Main Methods:
- An online adaptive nonlinear compensation algorithm was developed.
- The scheme targets symmetric hysteretic behavior.
- It is designed for real-time implementation with low complexity.
Main Results:
- Experimental verification demonstrated the method's effectiveness.
- Hysteresis-induced error was reduced by over 90% compared to linear models.
- The compensation scheme proved successful in enhancing accuracy.
Conclusions:
- The proposed adaptive scheme effectively compensates for piezoelectric actuator hysteresis.
- This method offers a practical solution for improving precision in positioning systems.
- The low complexity makes it suitable for real-time control applications.
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