Damage detection based on output-only measurements using cepstrum analysis and a baseline-free frequency response function curvature method

Abstract

Low-severity multiple damage detection relies on sensing minute deviations in the vibrational or dynamical characteristics of the structure. The problem becomes complicated when the reference vibrational profile of the healthy structure and corresponding input excitation, is unavailable as frequently experienced in real-life scenarios. Detection methods that require neither undamaged vibrational profile (baseline-free) nor excitation information (output-only) constitute state-of-art in structural health monitoring. Unfortunately, their efficacy is ultimately limited by non-ideal input excitation masking crucial attributes of system response such as resonant frequency peaks beyond first (few) natural frequency(ies) which can better resolve the issue of multiple damage detection. This study presents an improved frequency response function curvature method which is both baseline-free and output-only. It employs the cepstrum technique to eliminate [Formula: see text] decay of higher resonance peaks caused by the temporal spread of real impulse excitation. Long-pass liftering screens out the bulk of low-frequency sensor noise along with the excitation. With more visible resonant peaks, the cepstrum purified frequency response functions (regenerated frequency response functions) register finer deviation from an estimated baseline frequency response function and yield an accurate damage index profile. The simulation and experimental results on the beam show that the proposed method can successfully locate multiple damages of severity as low as 5%.

A novel index for vibration-based damage detection technique in laminated composite plates under forced vibrations: experimental study

“…An enhancement of frequency response function (FRF) curvature technique that is output-only and baseline-free was investigated. 28 In order to accurately analyze multiple damage positions in steel panels, this study proposed an output-only, baseline-free damage localization technique that combined the FRF curvature approach with the cepstrum methodology 28 and variational mode decomposition. 29 The FRF signal can be generated as a result of original input excitation, which might be used for the suggested methods for damage detection in a laminated composite plate.…”

Damage Identification of Rotating Blades Based on Fuzzy C-Means and Frequency Response Function Curvature Methods

“…An upgraded technique based on the finite element approach was proposed by Alshalal et al [5] for the identification of the extent of the damage for a simply supported steel beam via the frequency response function curvature and its position. Ayisha et al [6] presented an improved frequency response function curvature method which is both baseline-free and output-only. It employed the cepstrum technique to eliminate decay of higher resonance peaks caused by the temporal spread of real impulse excitation.…”