Identification of cascade systems with backlash

This article deals with identification of cascade dynamic systems including backlash. A new form of backlash description is leading to mathematical models of the cascade system with output backlash and the sandwich system with internal backlash, which have all the model parameters separated. The identification based on these models is solved as a quasi-linear problem using iterative algorithms with internal variable estimation. More illustrative examples are included.

[1]  Han-Fu Chen,et al.  Identification of Wiener systems with nonlinearity being piecewise-linear function , 2007, Science in China Series F: Information Sciences.

[2]  Jozef Vörös,et al.  Modeling and identification of Wiener systems with two-segment nonlinearities , 2003, IEEE Trans. Control. Syst. Technol..

[3]  Gang Tao,et al.  Adaptive control of systems with unknown non‐smooth non‐linearities , 1997 .

[4]  Er-Wei Bai,et al.  Identification of linear systems with hard input nonlinearities of known structure , 2002, Autom..

[5]  D. S. Bernstein,et al.  Subspace identification for non-linear systems with measured-input non-linearities , 2005 .

[6]  G. Dauphin-Tanguy,et al.  Robust Fault Diagnosis by Using Bond Graph Approach , 2007, IEEE/ASME Transactions on Mechatronics.

[7]  Huang Yi.  Identification of Wiener systems with nonlinearity being piecewise-linear function , 2008 .

[8]  Feng Ding,et al.  Identification of Hammerstein nonlinear ARMAX systems , 2005, Autom..

[9]  Dan Fan,et al.  Identification for disturbed MIMO Wiener systems , 2009 .

[10]  Kamal Medjaher,et al.  Backlash fault detection in mechatronic system , 2007 .

[11]  Jozef Vörös,et al.  Parameter identification of discontinuous hammerstein systems , 1997, Autom..

[12]  Akira Sano,et al.  Identification of a dynamical system with input nonlinearity , 1999 .

[13]  Jozef Vörös,et al.  Parameter identification of Wiener systems with multisegment piecewise-linear nonlinearities , 2007, Syst. Control. Lett..

[14]  Zygmunt Hasiewicz,et al.  On Nonparametric Identification of Wiener Systems , 2007, IEEE Transactions on Signal Processing.

[15]  Fang Haitao,et al.  Identification of Wiener systems with nonlinearity being piecewise-linear function , 2008 .

[16]  Han-Fu Chen,et al.  IDENTIFICATION FOR WIENER SYSTEMS WITH INTERNAL NOISE* , 2008, J. Syst. Sci. Complex..

[17]  Fouad Giri,et al.  An Analytic Geometry Approach to Wiener System Frequency Identification , 2009, IEEE Transactions on Automatic Control.

[18]  Er-Wei Bai,et al.  Identification of a modified Wiener-Hammerstein system and its application in electrically stimulated paralyzed skeletal muscle modeling , 2009, Autom..

[19]  Frank L. Lewis,et al.  Neural net backlash compensation with Hebbian tuning using dynamic inversion , 2001, Autom..

[20]  Tore Hägglund.  Automatic on-line estimation of backlash in control loops , 2007 .

[21]  Martin Kozek,et al.  Identification of Wiener models using optimal local linear models , 2008, Simul. Model. Pract. Theory.

[22]  Fouad Giri,et al.  Identification of Hammerstein systems in presence of hysteresis-backlash and hysteresis-relay nonlinearities , 2008, Autom..

[23]  Leonid Fridman,et al.  Backlash phenomenon observation and identification in electromechanical system , 2007 .

[24]  Xiao-Li Hu,et al.  Recursive identification for Wiener systems using Gaussian inputs , 2008 .

[25]  Jietae Lee,et al.  Step and pulse response methods for identification of wiener processes , 2006 .

[26]  Mattias Nordin,et al.  Controlling mechanical systems with backlash - a survey , 2002, Autom..

[27]  Petar V. Kokotovic,et al.  Adaptive control of systems with unknown output backlash , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[28]  Yury Orlov,et al.  Nonlinear H∞-Output Regulation of a Nonminimum Phase Servomechanism With Backlash , 2007 .

[29]  Andrzej Janczak,et al.  Instrumental variables approach to identification of a class of MIMO Wiener systems , 2007 .

[30]  Per-Olof Gutman,et al.  New models for backlash and gear play , 1997 .

[31]  Le Yi Wang,et al.  Identification Input Design for Consistent Parameter Estimation of Linear Systems With Binary-Valued Output Observations , 2008, IEEE Transactions on Automatic Control.

[32]  Feng Ding,et al.  Auxiliary model-based least-squares identification methods for Hammerstein output-error systems , 2007, Syst. Control. Lett..

[33]  Ludwig Braun,et al.  Adaptive control systems , 1959 .

[34]  Grzegorz Mzyk,et al.  A Censored Sample Mean Approach to Nonparametric Identification of Nonlinearities in Wiener Systems , 2007, IEEE Transactions on Circuits and Systems II: Express Briefs.

[35]  Gang Tao,et al.  Adaptive control of system with unknown output backlash , 1995 .

[36]  Vito Cerone,et al.  Bounding the parameters of linear systems with input backlash , 2007, Proceedings of the 2005, American Control Conference, 2005..

[37]  Han-Fu Chen,et al.  Recursive identification for Wiener model with discontinuous piece-wise linear function , 2006, IEEE Transactions on Automatic Control.

[38]  S. Hwang,et al.  Iterative Identification of Continuous-Time Hammerstein and Wiener Systems Using a Two-Stage Estimation Algorithm , 2009 .

[39]  A. Sano,et al.  Identification-Based Predistortion Scheme for High Power Amplifiers , 2003, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[40]  Alfonso Baños,et al.  Input-output stability of systems with backlash , 2006, Autom..

[41]  Gang Tao,et al.  Adaptive control of systems with backlash , 1993, Autom..