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Time Series Based Structural Damage Detection Algorithm Using Gaussian Mixtures Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, a time series based detection algorithm is proposed utilizing the Gaussian Mixture Models. The two critical aspects of damage diagnosis that are investigated are detection and ...
Derivation of a Damage Sensitive Feature Using the Haar Wavelet Transform
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, a damage sensitive feature based on the wavelet transform of the vibration signal is derived. The theoretical aspects of wavelet decomposition of vibration signals are presented. ...
Use of Wavelet-Based Damage-Sensitive Features for Structural Damage Diagnosis Using Strong Motion Data
Publisher: American Society of Civil Engineers
Abstract: This paper introduces three wavelet-based damage-sensitive features (DSFs) extracted from structural responses recorded during earthquakes to diagnose structural damage. Because earthquake excitations are nonstationary, ...
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