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Abstract
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- 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.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Keyword
- Frequency response
- Frequency-domain analysis
- Linear approximation
- Modeling
- Nonlinear systems
- TECHNOLOGY
- TEKNIKVETENSKAP
- Automatic control
- Reglerteknik
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- ref (subject category)
- art (subject category)
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- IEEE Transactions on Instrumentation and Measurement (Search for host publication in LIBRIS)
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- Lauwers, Lieve
- Schoukens, Johan
- Pintelon, Rik
- Enqvist, Martin, ...
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- ENGINEERING AND TECHNOLOGY
- ENGINEERING AND ...
- and Electrical Engin ...
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- Linköping University
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