ROMANIAN JOURNAL OF INFORMATION SCIENCE AND
TECHNOLOGY
Volume 2, Number 3, 1999, 273 - 288
Detection of Abrupt Changes in Dynamical
Systems
Theodor D. POPESCU
Research Institute for Informatics, Bucharest, Romania
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Abstract.
The paper presents some
change detection techniques for dynamical systems, in both time and frequency domain. Some
performance evaluation results of these schemes by multiple simulation are also embodied.
A practical application concerning change detection of a structure subject to strong
seismic motion is included. The proposed approach combines high-order ARX model
identification with some statistical tests in frequency domain, known for their robustness
with respect to system undermodeling and variations in experimental conditions. |