Position control of SMA actuators with internal electrical resistance feedback

被引:5
作者
Ma, N [1 ]
Song, G [1 ]
Lee, HJ [1 ]
机构
[1] Univ Houston, Dept Engn Mech, Houston, TX 77204 USA
来源
SMART STRUCTURES AND MATERIALS 2003: MODELING, SIGNAL PROCESSING, AND CONTROL | 2003年 / 5049卷
关键词
shape memory alloy; position control; electrical resistance feedback; hysteresis; neural network modeling;
D O I
10.1117/12.484059
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Ibis paper presents the development of a position control system for a shape memory alloy (SMA) wire actuator using the electrical resistance feedback. It is commonly known that an SMA actuator is highly nonlinear and a position sensor is often required to achieve a stable and accurate positioning. And this position sensor often contributes a large portion of the system cost. To eliminate the position sensor in an MA actuator system, a novel control theme is proposed by utilizing the actuator's electrical resistance feedback. With an SMA wire test setup, the relationship between the electrical resistance and the displacement is experimentally investigated. However, this relationship is highly nonlinear, and a neural network is employed to model this relationship and predicts the position of the actuator using only its electrical resistance information. To enable feedback control of the SMA wire actuator using only its electrical resistance, a Proportional-Integral-derivative (PID) controller is used. Feedback control experiments are performed and the results demonstrate that the proposed position control system achieves a good control performance without using a position sensor.
引用
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页码:46 / 55
页数:10
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