Title :
Research on monitoring technology of bolt tightness degree based on wavelet analysis
Author :
Bao, Peng-Yu ; Yuan, Mei ; Fu, Zhong
Author_Institution :
Dept. of Autom. Sci. & Electr. Eng., BeiHang Univ., Beijing, China
Abstract :
Wavelet analysis is a newly emerging signal processing method. Because of its time-frequency resolution property, it can be used to analyze the frequency spectrum of non-stationary signal in the field of structural health monitoring. This article constructs the feather vector by using wavelet packet energy. By using the feature element in feather vector, the Loose Factor (LF) is constructed to detect the bolt tightness degree. This article proposed the method of `Loose Factor + Redundancy and Tolerance (LFRT)´ and used it to eliminate the misjudgment because of the noise, and the accuracy is improved. Taking the advantage of the correlation between wavelet packet feather vector and frequency band of subspace, this article improved the Loose Factor and proposed the concept of Relative Loose Factor (RLF). Using RLF to detect the bolt tightness degree, the disadvantage of LFRT that needs multi-channels is solved, and the efficiency is improved. Through the analysis of the experimental results, the variation law of Lamb wave frequency band along with the changing of bolt loose degree is discovered. The experiment results verified that the law is correct.
Keywords :
condition monitoring; fasteners; signal processing; structural engineering; surface acoustic waves; time-frequency analysis; wavelet transforms; Lamb wave frequency band; bolt tightness degree; frequency spectrum; loose factor + redundancy and tolerance; monitoring technology; nonstationary signal; relative loose factor; signal processing method; structural health monitoring; time-frequency resolution property; wavelet analysis; wavelet packet energy; Energy resolution; Fasteners; Feathers; Monitoring; Signal analysis; Signal processing; Signal resolution; Time frequency analysis; Wavelet analysis; Wavelet packets; SHM; feather vector; frequency sub-band; wavelet packet;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274057