Abstract
Piezoelectric actuator, which is widely used in micro-/nano-manipulation, often demonstrates nonlinear rate-dependent hysteresis characteristics. This paper proposes a Bouc-Wen model based inverse hysteresis compensator for rate-dependent hysteresis in PZT. The classical Bouc-Wen model for hysteresis is introduced firstly, then the identification of the parameters through the particle swarm optimization (PSO) method is conducted. A novel modified inverse Bouc-Wen model is proposed and verified through experiment. The proposed modified inverse Bouc-Wen model with a parametric selector constructs a real-time online rate-dependent compensator for handling PZT's hysteresis. During experiments of tracking multi-frequency composed of signals, the rate-dependent hysteresis of the PZT can be consistently compensated. The experimental results show that the proposed open loop hysteresis canceling method greatly improves the PZT's tracking control accuracy.
Original language | English |
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Pages (from-to) | 47-54 |
Number of pages | 8 |
Journal | Robotics and Computer-Integrated Manufacturing |
Volume | 30 |
Issue number | 1 |
DOIs | |
Publication status | Published - 1 Jan 2014 |
Externally published | Yes |
Keywords
- Bouc-Wen model
- Control
- Hysteresis
- Piezoelectric actuator
ASJC Scopus subject areas
- Control and Systems Engineering
- Software
- General Mathematics
- Computer Science Applications
- Industrial and Manufacturing Engineering