Hysteresis nonlinear law of piezoelectric ceramic actuator

[1] [1] FAN ZH B, DAI Y F, TIE G P, et al..Hysteresis characteristics of transverse piezoelectric driven deformable mirror and its closed-loop correction ［J］.Infrared and Laser Engineering, 2018, 47(10): 261-266.(in Chinese)

[2] [2] LI T SH. Research on Hysteresis Nonlinear Modeling and Control of Piezoelectric Ultra-precision Positioning Table ［D］.Yunnan: Kunming University of Science and Technology, 2018.(in Chinese)

[3] [3] RANGASAMY M. Nano technology: review ［J］.Journal of Applied Pharmaceutical Science, 2011, 1(2)8-16.

[4] [4] LI W, GAO S T, LU M CH, et al..Displacement measuring system for measuring atomicforce microscope ［J］.Opt. Precision Eng., 2012, 20(4): 796-802.(in Chinese)

[5] [5] KOMMERPALLI H K R.Design, modeling and optimization of pennsylvania ［J］.The Pennsylvania State University, 2010.

[6] [6] JIANG H B. Research on Hysteresis Nonlinear Modeling and Control Method for High Precision Positioning System ［D］.Zhejiang: Zhejiang Institute of Technology, 2017.(in Chinese)

[7] [7] LI D M, LI J, LI L, et al..Hysteresis modeling of piezoelectric ceramic driven micro-feed tool holder ［J］.Piezoelectric and Acoustic, 2018, 40(5): 776-779.(in Chinese)

[8] [8] QIN Y, TIAN Y, ZHANG D, et al..A novel direct inverse modeling approach for hysteresis compensation of piezoelectric actuator in feed forward applications ［J］. IEEE/ASME Transactions on Mechatronics, 2013, 18(3): 981-989.

[9] [9] RAKOTONDRABE M.Bocu-Wen modeling and inverse multiplicative structure to compensate hysteresis nonlinearity in piezoelectric actuators ［J］.IEEE Transactions on automation Science and Engineering, 2011, 8(2): 428-431.

[10] [10] FAN W, LIN Y Y, LI ZH SH.Hysteresis characteristics of piezoelectric ceramic actuators ［J］.Opt. Precision Eng., 2016, 24(5): 1112-1117.(in Chinese)

[11] [11] KLAUS K, PAVEL K. Compensation of complex hysteresis greep effects in piezoelectrically actuated systems—a new preisach modeling approach ［J］. IEEE Transaction on Automatic Control, 2009, 54(3): 537-550.

[12] [12] TAN U X, WIN T L, ANG W T. Modeling piezoelectric actuator hysteresis with singularity free prandtl-ishlinskii model ［J］.Proceeding of the 2006 IEEE International Conference on Robotics and BIomimetics, December 17-20, 2006: 251-256.

[13] [13] XU S A, JIN W, LIANG Y E, et al.. Modeling and linear compensation control of piezoelectric ceramic hysteretic neural networks ［J］.Journal of Transduction Technology, 2017, 30(12): 1884-1889.(in Chinese)

[14] [14] WANG ZH Y, JIA G X.Asymmetric hysteresis modeling and internal model control of piezoelectric ceramic actuators ［J］.Opt. Precision Eng., 2018, 26(10): 2485-2492.(in Chinese)

[15] [15] LIU D, FU JIA F.Adaptive internal model control design for positioning control of a piezoceramic actuator with rate-dependent hysteresis ［J］. Mechanical Engineering Journal, 2015, 2(6): 15-00190.

[16] [16] SONG ZH Q, LONG Y F, WANG K. Modeling and performance study of hysteresis system based on support vector machine ［J］.Computer Simulation, 2015, 32(3): 398-402.(in Chinese)

[17] [17] YANG X J, HU J W, LI T SH. Rate-dependent dynamic hysteresis modeling and parameter identification of piezoelectric micropositioning platform ［J］.Opt. Precision Eng., 2019, 27(3): 610-618..(in Chinese)

[18] [18] LIU H J, LIU J, YE F.An improved control method for giant magnetostrictive actuator ［J］.Journal of Harbin Institute of Technology, 2012, 44(9): 91-95.(in Chinese)

[19] [19] YANG L, LI J.Robust output feedback control with disturbance estimation for piezoelectric actuator ［J］.Neurocomputing, 2016, 173: 2129-2135.

[20] [20] ESCARENO J A, RAKOTONDRABE M, HABINEZA D. Backstepping-based robust-adaptive control of a nonlinear 2-DOF piezo actuator ［J］.Control Engineering Practice, 2015, 41: 57-71.

[21] [21] MENG A H, LIU CH L, CHEN W Y, et al.. Cerebellar neural network feedforward inverse compensation-fuzzy PID control of giant magnetostrictive actuator ［J］.Opt. Precision Eng., 2015, 23(3): 753-759.(in Chinese)

[22] [22] CENG L, LIU W, YANG C, et al..A neural-network-based controller for piezoelectric-actuated stick-slip devices ［J］. IEEE Transactions on Industria Electronics, 2017(99): 1-1.

[23] [23] HU L L, MI F W, JIN W Q, et al.. Open loopcontrol of fast steering mirror based on PI inverse model ［J］.Infrared and Laser Engineering, 2017, 46 (8): 0818001. (in Chinese)