共 49 条
An instantaneous frequency analysis method of stay cables
被引:11
作者:
Zhong, Rumian
[1
,2
]
Pai, P. Frank
[2
]
机构:
[1] South China Univ Technol, Sch Civil Engn & Transportat, Guangzhou, Guangdong, Peoples R China
[2] Univ Missouri, Dept Mech & Aerosp Engn, Columbia, MO 65211 USA
基金:
中国博士后科学基金;
关键词:
Instantaneous frequency;
time-frequency analysis;
conjugate-pair decomposition;
Hilbert-Huang transform;
structural health monitoring;
Bridge cables;
EMPIRICAL MODE DECOMPOSITION;
NONLINEAR-SYSTEM IDENTIFICATION;
TIME-SERIES ANALYSIS;
HILBERT TRANSFORM;
SIGNAL;
D O I:
10.1177/1461348419886450
中图分类号:
O42 [声学];
学科分类号:
070206 ;
082403 ;
摘要:
This paper presents and evaluates in detail a conjugate-pair decomposition method for tracking the instantaneous frequency of a vibration signal by processing only three (or more) most recent data points, and Probability Box theory was employed to obtain the uncertain probability distribution of instantaneous frequency. A composite cable-stayed bridge with large span, named as Guanhe Bridge, was selected as the engineering background; the proposed conjugate-pair decomposition method is verified and compared with Hilbert-Huang transform method using the measured dynamical data of structural health monitoring system. Moreover, the uncertain probability distribution of instantaneous frequency was discussed; the Probability Box also can be obtained. Results show that the identify results are close to each other using conjugate-pair decomposition and Hilbert-Huang transform, respectively; but the variance of conjugate-pair decomposition is less than Hilbert-Huang transform, and conjugate-pair decomposition requires only a few data points for sliding-window fitting to extract the instantaneous frequency, and the Probability Box of instantaneous frequency will be useful to evaluate safety and potential fatigue problems in the bridge cables.
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页码:263 / 277
页数:15
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