An Operator-based Nonlinear Vibration Control System Using a Flexible Arm with Shape Memory Alloy

In the past, arms used in the fields of industry and robotics have been designed not to vibrate by increasing their mass and stiffness. The weight of arms has tended to be reduced to improve speed of operation, and decrease the cost of their production. Since the weight saving makes the arms lose their stiffness and therefore vibrate more easily, the vibration suppression control is needed for realizing the above purpose. Incidentally, the use of various smart materials in actuators has grown. In particular, a shape memory alloy (SMA) is applied widely and has several advantages: light weight, large displacement by temperature change, and large force to mass ratio. However, the SMA actuators possess hysteresis nonlinearity between their own temperature and displacement obtained by the temperature. The hysteretic behavior of the SMA actuators affects their control performance. In previous research, an operator-based control system including a hysteresis compensator has been proposed. The vibration of a flexible arm is dealt with as the controlled object; one end of the arm is clamped and the other end is free. The effectiveness of the hysteresis compensator has been confirmed by simulations and experiments. Nevertheless, the feedback signal of the previous designed system has increased exponentially. It is difficult to use the system in the long-term because of the phenomenon. Additionally, the SMA actuator generates and radiates heat because electric current passing through the SMA actuator provides heat, and strain on the SMA actuator is generated. With long-time use of the SMA actuator, the environmental temperature around the SMA actuator varies through radiation of the heat. There exists a risk that the ambient temperature change dealt with as disturbance affects the temperature and strain of the SMA actuator. In this research, a design method of the operator-based control system is proposed considering the long-term use of the system. In the method, the hysteresis characteristics of the SMA actuator and the temperature change around the actuator are considered. The effectiveness of the proposed method is verified by simulations and experiments.

[1]  Martin Brokate,et al.  Wellposedness of kinematic hardening models in elastoplasticity , 1998 .

[2]  Quan Wang,et al.  Nonlinear aero-thermal flutter postponement of supersonic laminated composite beams with shape memory alloys , 2016 .

[3]  Akira Inoue,et al.  Robust stability of nonlinear plants with a non-symmetric Prandtl-Ishlinskii hysteresis model , 2010, Int. J. Autom. Comput..

[4]  Gregory D. Buckner,et al.  Actuation and Control Strategies for Miniature Robotic Surgical Systems , 2005 .

[5]  Mingcong Deng,et al.  Operator-based nonlinear temperature control experiment for microreactor group actuated by Peltier devices , 2016, Int. J. Autom. Comput..

[6]  Li Zhang,et al.  Iterative learning control for flexible manipulator using fourier basis function , 2015, Int. J. Autom. Comput..

[7]  Mingcong Deng,et al.  System Design for Nonlinear Plants Using Operator-Based Robust Right Coprime Factorization and Isomorphism , 2011, IEEE Transactions on Automatic Control.

[8]  Akira Inoue,et al.  Sensorless Anti-swing Robust Nonlinear Control for Travelling Crane System Using SVR with Generalized Gaussian Function and Robust Right Coprime Factorization , 2011 .

[9]  Jim Euchner Design , 2014, Catalysis from A to Z.

[10]  Akira Yanou,et al.  Operator-Based Vibration Control System Design of a Flexible Arm Using an SMA Actuator with Hysteresis , 2012 .

[11]  M. Shakeri,et al.  Nonlinear dynamics of SMA-fiber-reinforced composite beams subjected to a primary/secondary-resonance excitation , 2015 .

[12]  Xinkai Chen,et al.  Robust control for the uncertain systems preceded by hysteresis and disturbances , 2007, 2007 IEEE 22nd International Symposium on Intelligent Control.

[13]  Akira Inoue,et al.  Operator-based nonlinear feedback control design using robust right coprime factorization , 2006, IEEE Transactions on Automatic Control.

[14]  Zoubeida Ounaies,et al.  A hysteresis model for piezoceramic materials , 1999 .

[15]  Guanjun Bao,et al.  A method to implement biomimetic control for a SMA springs array , 2015, 2015 IEEE International Conference on Robotics and Biomimetics (ROBIO).

[16]  Akira Inoue,et al.  Operator-Based Framework for Fault Diagnosis in Nonlinear Tracking Control Systems , 2006 .

[17]  Min Tan,et al.  Sliding Mode Control for Flexible-link Manipulators Based on Adaptive Neural Networks , 2018, Int. J. Autom. Comput..

[18]  L. Brinson One-Dimensional Constitutive Behavior of Shape Memory Alloys: Thermomechanical Derivation with Non-Constant Material Functions and Redefined Martensite Internal Variable , 1993 .

[19]  M. Shakeri,et al.  An analytical approach for nonlinear vibration and thermal stability of shape memory alloy hybrid laminated composite beams , 2013 .

[20]  Shuhui Bi,et al.  Robust Stability and Tracking for Operator-Based Nonlinear Uncertain Systems , 2015, IEEE Transactions on Automation Science and Engineering.

[21]  Chao-Chao Chen,et al.  Comprehensive shape control technology for CSP hot strip mills , 2015, Int. J. Autom. Comput..

[22]  Akira Yanou,et al.  Stable robust feedback control system design for unstable plants with input constraints using robust right coprime factorization , 2007 .

[23]  Jaydev P. Desai,et al.  Design, development, and evaluation of an MRI-guided SMA spring-actuated neurosurgical robot , 2015, Int. J. Robotics Res..

[24]  Mingcong Deng,et al.  Operator-Based Nonlinear Control Systems: Design and Applications , 2014 .

[25]  Mahdi Bodaghi,et al.  On the free vibration of thermally pre/post-buckled shear deformable SMA hybrid composite beams , 2013 .

[26]  Akira Inoue,et al.  Networked non-linear control for an aluminum plate thermal process with time-delays , 2008, Int. J. Syst. Sci..

[27]  Chiang-Ju Chien,et al.  On the current error based sampled-data iterative learning control with reduced memory capacity , 2015, Int. J. Autom. Comput..

[28]  Quan Wang,et al.  Nonlinear thermo-inertial instability of functionally graded shape memory alloy sandwich plates , 2015 .

[29]  Guanrong Chen,et al.  Robust right coprime factorization and robust stabilization of nonlinear feedback control systems , 1998, IEEE Trans. Autom. Control..