Analytical Mode Decomposition with Hilbert Transform for Modal Parameter Identification of Buildings under Ambient Vibration
A new analytical mode decomposition method in combination with the conventional random decrement technique is proposed for modal parameter identification under ambient vibration. The random decrement technique is used to extract the free vibration information from ambient vibration including closely-spaced modes. The analytical mode decomposition is developed with Hilbert transform to decompose the extracted free vibration with closely spaced natural frequencies into a series of modal responses from which modal parameters are evaluated. Emphasis in this study is placed on the characterization of frequency resolution, time duration effect, identification accuracy, and experimental validation of the new method. An energy error index is introduced and defined as the ratio between the squared modal response error and the exact modal energy over the response duration, accounting for the effects of both response amplitude and phase. Parametric studies with a 2-story building demonstrated a reduction of the energy error index from 88% with ambient vibration to 7.5% with 20-s free vibration, corresponding to a natural frequency space index of 0.033. The maximum error of the identified frequencies in all cases is less than 1%. At a frequency space index of 0.05, the energy error indices are less than 20% and 5% using 1-s and 7-s free vibration, respectively. The new method is then validated with shake table testing of a 3-story building frame installed with a tuned mass damper, and applied to a 36-story shear building with a 4-story light appendage with closely spaced modes. Both experiments and simulations showed high accuracy and effectiveness of the new method for building system identification from ambient vibration even when 5% noise.
Z. Wang and G. Chen, "Analytical Mode Decomposition with Hilbert Transform for Modal Parameter Identification of Buildings under Ambient Vibration," Engineering Structures, vol. 59, pp. 173-184, Elsevier, Feb 2014.
The definitive version is available at https://doi.org/10.1016/j.engstruct.2013.10.020
Civil, Architectural and Environmental Engineering
Keywords and Phrases
Ambient Vibration; Analytical Mode Decomposition; Closely Spaced Modes; Hilbert Transform; Random Decrement Technique; System Identification; Buildings; Modal Analysis; Natural Frequencies; Identification (Control Systems); Accuracy Assessment; Amplitude; Damping; Dynamic Analysis; Dynamic Response; Earthquake Engineering; Error Analysis; Experimental Study; Identification Method; Model Test; Multistorey Building; Parameterization; Shaking Table Test; Structural Analysis; Structural Response
International Standard Serial Number (ISSN)
Article - Journal
© 2014 Elsevier, All rights reserved.