@inproceedings{9cb5e0d166344ef295c98a139ec5d22c,
title = "Output-only modal parameter estimation of time-varying structures based on the support vector machine and vector time-dependent autoregressive models",
abstract = "This paper proposes a method of output-only modal identification of TV structures via combining the SVM and vector time-dependent autoregressive (VTAR) models for the cases of multiple outputs. Firstly, the formulation of the SVM-based modal estimator for the parameters of VTAR models is derived. Secondly, the bounded quadratic programming (QP) solution of SVM is introduced. Thirdly, the transformation from the estimated parameters to the modal parameters are presented. Finally, the proposed method a series numerical examples validate the proposed method.",
author = "Zhou, {S. D.} and Cao, {B. Y.} and L. Yu and L. Liu",
year = "2016",
language = "English",
series = "Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics",
publisher = "KU Leuven, Departement Werktuigkunde",
pages = "2885--2894",
editor = "Paul Sas and David Moens and {van de Walle}, Axel",
booktitle = "Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics",
note = "27th International Conference on Noise and Vibration Engineering, ISMA 2016 and International Conference on Uncertainty in Structural Dynamics, USD2016 ; Conference date: 19-09-2016 Through 21-09-2016",
}