<abstract xmlns="http://www.w3.org/1999/xhtml"><p>A new approach to modeling and identification of discrete-time nonlinear dynamic systems with input backlash and output saturation nonlinearities is presented. The proposed three-block cascade mathematical model results from successive applications of the key-term separation principle. This provides special nonlinear model description that is linear in parameters. An iterative technique with internal variable estimation is proposed for estimation of all the model parameters based on measured input/output data and minimizing the least-squares criterion. Illustrative example of cascade system identification with backlash and saturation is included.</p></abstract>

A new approach to modeling and identification of discrete-time nonlinear dynamic systems with input backlash and output saturation nonlinearities is presented. The proposed three-block cascade mathematical model results from successive applications of the key-term separation principle. This provides special nonlinear model description that is linear in parameters. An iterative technique with internal variable estimation is proposed for estimation of all the model parameters based on measured input/output data and minimizing the least-squares criterion. Illustrative example of cascade system identification with backlash and saturation is included.

Identification of nonlinear block-oriented systems with backlash and saturation

Faculty of Electrical Engineering and Information Technology

Journal of Electrical Engineering

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

{"article-title":"Identification of nonlinear block-oriented systems with backlash and saturation"}

A new approach to modeling and identification of discrete-time nonlinear dynamic systems with input backlash and output saturation nonlinearities is presented....

Identification of nonlinear block-oriented systems with backlash and saturation

Online veröffentlicht: 13. Mai 2019

Seitenbereich: 138 - 144

Eingereicht: 11. Jan. 2019

DOI: https://doi.org/10.2478/jee-2019-0020

Schlüsselwörter
nonlinear systems, cascade models, identification, backlash, saturation

© 2019 Jozef Vörös, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Identification of nonlinear block-oriented systems with backlash and saturation

Online veröffentlicht: 13. Mai 2019

Seitenbereich: 138 - 144

Eingereicht: 11. Jan. 2019

DOI: https://doi.org/10.2478/jee-2019-0020

Schlüsselwörternonlinear systems, cascade models, identification, backlash, saturation

© 2019 Jozef Vörös, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Schlüsselwörter
nonlinear systems, cascade models, identification, backlash, saturation