Preisach model of SMA actuators using proportional relationship of major loop of hysteresis

Recently, there has been a high demand for smart actuators in the field of micro-machines. However, the control accuracy of smart actuators is currently limited due to their inherent hysteresis nonlinearity. The Preisach hysteresis model has emerged as an appropriate model for the behavior of many smart actuators, e.g., a shape memory alloy (SMA). Yet it is still not easy to construct a practical model of hysteresis using the classical Preisach model. Accordingly, the current paper proposes a new simple method for modeling the hysteresis nonlinearity of an SMA. Using only the proportional relationship of the major loop of hysteresis, the proposed method makes the computation of the Preisach model much easier. The modeling accuracy is demonstrated through experimentation and a comparison between the proposed model and the classic Preisach model.

[1]  Ping Ge,et al.  Tracking control of a piezoceramic actuator , 1996, IEEE Trans. Control. Syst. Technol..

[2]  David W. L. Wang,et al.  Preisach model identification of a two-wire SMA actuator , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[3]  Mayergoyz,et al.  Mathematical models of hysteresis. , 1986, Physical review letters.

[4]  Vincent Hayward,et al.  Constrained force control of shape memory alloy actuators , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[5]  Minoru Hashimoto,et al.  Development of electrically heated SMA active forceps for laparoscopic surgery , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[6]  S. Hirose,et al.  Mathematical model and experimental verification of shape memory alloy for designing micro actuator , 1991, [1991] Proceedings. IEEE Micro Electro Mechanical Systems.

[7]  Ciro Visone,et al.  Modelling and compensation of hysteresis for magnetostrictive actuators , 2001, 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Proceedings (Cat. No.01TH8556).

[8]  S. Majima,et al.  A control system to compensate the hysteresis by Preisach model on SMA actuator , 1998, MHA'98. Proceedings of the 1998 International Symposium on Micromechatronics and Human Science. - Creation of New Industry - (Cat. No.98TH8388).

[9]  Tadahiro Hasegawa,et al.  Modeling of shape memory alloy actuator and tracking control system with the model , 2001, IEEE Trans. Control. Syst. Technol..

[10]  David W. L. Wang,et al.  Modeling and L2-stability of a shape memory alloy position control system , 1998, IEEE Trans. Control. Syst. Technol..