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A Nonlinear Block Structure Identification Procedure using Frequency Response Function Measurements
Vrije Universiteit Brussel, Belgium.
Vrije Universiteit Brussel, Belgium.
Vrije Universiteit Brussel, Belgium.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2008 (English)In: IEEE Transactions on Instrumentation and Measurement, ISSN 0018-9456, E-ISSN 1557-9662, Vol. 57, no 10, 2257-2264 p.Article in journal (Refereed) Published
Abstract [en]

Based on simple Frequency Response Function (FRF) measurements, we give the user some guidance in the selection of an appropriate nonlinear block structure for the system to be modeled. The method consists in measuring the FRF using a Gaussian-like input signal and varying in a first experiment the root-mean-square (rms) value of this signal while maintaining the coloring of the power spectrum. Next, in a second experiment, the coloring of the power spectrum is varied while keeping the rms value constant. Based on the resulting behavior of the FRF, an appropriate nonlinear block structure can be selected to approximate the real system. The identification of the selected block-oriented model itself is not addressed in this paper. A theoretical analysis and two practical applications of this structure identification method are presented for some nonlinear block structures.

Place, publisher, year, edition, pages
IEEE Instrumentation and Measurement Society , 2008. Vol. 57, no 10, 2257-2264 p.
Keyword [en]
Frequency response, Frequency-domain analysis, Linear approximation, Modeling, Nonlinear systems
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-45500DOI: 10.1109/TIM.2008.920038OAI: oai:DiVA.org:liu-45500DiVA: diva2:266396
Note

© 2008 IEEE.

Available from: 2009-10-11 Created: 2009-10-11 Last updated: 2017-12-13

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