JOURNAL ARTICLE

Adaptive inverse control for piezoelectric actuator based on hysteresis model

Abstract

A major deficiency of piezoelectric actuators is that their open-loop control accuracy is seriously limited by hysteresis. In this paper, a novel mathematical model is proposed to describe hysteresis precisely. Based on the hysteresis model, an adaptive inverse control approach is presented for reducing hysteresis. The weights of the main hysteresis loop are identified by using LMS algorithm. The realization of an inverse feedforward controller for the linearization of a piezoelectric actuator is formulated. Experiments were performed on a micro-positioning system driven by piezoelectric actuators. The experimental results demonstrate that the positioning precision is noticeably improved in open-loop operation compared to the conventional open-loop control without any compensation.

Keywords:
Control theory (sociology) Hysteresis Feed forward Actuator Inverse Linearization Compensation (psychology) Loop (graph theory) Realization (probability) Controller (irrigation) Open-loop controller Piezoelectricity Computer science Control engineering Engineering Control (management) Mathematics Physics Closed loop Nonlinear system Acoustics Artificial intelligence

Metrics

7
Cited By
1.89
FWCI (Field Weighted Citation Impact)
9
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Piezoelectric Actuators and Control
Physical Sciences →  Engineering →  Control and Systems Engineering
Shape Memory Alloy Transformations
Physical Sciences →  Materials Science →  Materials Chemistry
Magnetic Properties and Applications
Physical Sciences →  Materials Science →  Electronic, Optical and Magnetic Materials
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