Adaptive Predictive Control of Shape Memory Alloy (SMA) Actuator

被引:0
|
作者
Kannan, S. [1 ]
Giraud-Audine, C. [1 ]
Patoor, E. [1 ]
机构
[1] CNRS, Arts & Metiers Paristech, LPMM UMR 7554, F-57078 Metz, France
关键词
Shape Memory Alloy (SMA); Black-Box (BB) modelling; Laguerre functions; Adaptive Predictive Control;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An Adaptive Predictive control is proposed to control a Shape Memory Alloy (SMA) linear displacement actuator. A Black-Box (BB) model based on Laguerre orthogonal functions is used to identify the SMA needing only a limted set of parameters. A predictive controller was then implemented to control the SMA based on the recursive model and taking into account actuator limitations. Experiments proved that the predictive controller combined with efficient online identification strategy is able to robustly handle both nonlinearities and input constraints.
引用
收藏
页码:887 / 890
页数:4
相关论文
共 50 条
  • [21] Development of shape memory alloy (SMA) based actuator for remotely piloted vehicles (RPVs)
    Prasad, MH
    SMART MATERIALS, STRUCTURES, AND SYSTEM, PTS 1 AND 2, 2003, 5062 : 906 - 913
  • [22] Adaptive airfoil control system using shape memory alloy actuator for unmanned aerial vehicle
    Abdullah, E. J.
    Bil, C.
    Watkins, S.
    INCORPORATING SUSTAINABLE PRACTICE IN MECHANICS OF STRUCTURES AND MATERIALS, 2011, : 141 - 146
  • [23] Experimental evaluation of a shape memory alloy wire actuator with a modulated adaptive controller for position control
    Senthilkumar, P.
    Dayananda, G. N.
    Umapathy, M.
    Shankar, V.
    SMART MATERIALS AND STRUCTURES, 2012, 21 (01)
  • [24] Identification of Dynamics and Hysteresis of Shape Memory Alloy (SMA) Actuator using Laguerre Filters
    Kannan, S.
    Giraud-Audine, C.
    Patoor, E.
    2008 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-5, 2008, : 369 - 374
  • [25] Adaptive Neural Preisach Model and Model Predictive Control of Shape Memory Alloy Actuators
    Srivastava, Amit
    Ward, Christopher
    Patel, Rajni V.
    2017 IEEE INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2017, : 1179 - 1184
  • [26] Adaptive backstepping sliding mode controller for a shape memory alloy actuator
    Li X.-G.
    Zhang B.
    Zhao X.-G.
    Zhang D.-H.
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2020, 37 (01): : 137 - 146
  • [27] Modeling and tracking control system of shape memory alloy actuator
    Ren, B. Y.
    Chen, B. Q.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCE AND INFORMATION IN ENGINEERING CONFERENCE, VOL 1, PTS A-C, 2008, : 1847 - 1853
  • [28] Tracking Control of an Antagonistic Shape Memory Alloy Actuator Pair
    Moallem, M.
    Tabrizi, V. A.
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2009, 17 (01) : 184 - 190
  • [29] Deflection control of a ferromagnetic shape memory alloy micro actuator
    Sato, Takao
    Namazu, Takahiro
    Araki, Nozomu
    Yoshiki, Keisuke
    Inoue, Shozo
    Konishi, Yasuo
    ICIC Express Letters, 2011, 5 (8 A): : 2517 - 2522
  • [30] Modeling, simulation, and optimal control of a shape memory alloy actuator
    Bendame, Mohamed
    JOURNAL OF COUPLED SYSTEMS AND MULTISCALE DYNAMICS, 2014, 2 (03) : 126 - 136