Practical Aspects of Hammerstein Models for Nonstationary and Nonlinear Processes
Karol Koniuszewski , Paweł Domański
AbstractPractical experience shows that in real modeling situations an engineer has to cope with several issues associated with non-stationary behavior, nonlinearities, data deficiencies and identification process limitations caused by technology. The paper presents observations and practical solutions developed in such a situation. The goal of the modeling is to derive nonlinear model that captures most of the process characteristics and can be a base for process simulations and further design of alternative control structures. The model under consideration is of Hammerstein type. Proposed modified structure covers process nonlinearities and has embedded self-adaptation mechanism enabling satisfactory operation in non-stationary environment.
|Publication size in sheets||0.5|
|Book||Szewczyk Roman, Kaliczyńska Małgorzata, Zieliński Cezary: Challenges in Automation, Robotics and Measurement Techniques. Proceedings of AUTOMATION-2016, March 2-4, 2016, Warsaw, Poland, Advances in Intelligent Systems and Computing, vol. 440, 2016, Springer International Publishing, ISBN 978-3-319-29356-1, [978-3-319-29357-8], 919 p., DOI:10.1007/978-3-319-29357-8|
|project||Development of methodology of control, decision support and production management. Project leader: Zieliński Cezary,
, Phone: 5102, start date 19-05-2015, end date 31-12-2016, 504/02233/1031, Completed
|Score|| = 15.0, 27-03-2017, BookChapterSeriesAndMatConf|
= 15.0, 27-03-2017, BookChapterSeriesAndMatConf
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