Noise reduction of continuous recorded laser AE waveform by time-frequency analysis

被引:1
作者
Ito, Kaita [1 ]
Enoki, Manabu [1 ]
机构
[1] Univ Tokyo, Sch Engn, Dept Mat Engn, Tokyo 1138656, Japan
关键词
acoustic emission; laser acoustic emission method; continuous recording; time-frequency analysis;
D O I
10.2320/jinstmet.71.1061
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
A laser AE method is non-contact measurement of AE by using laser interferometer sensor. However, the sensitivity of laser interferometer is lower than conventional piezoelectric sensor. In this study, a method to improve signal-to-noise ratio of the output waveform of interferometer is investigated. A new system was developed to record and analyze the waveform continuously. Continuous waveform was transformed into time-frequency-magnitude data by short time Fourier transform (STFT) or wavelet transform. After noise component in this time-frequency magnitude data is cut, inverse STFT or WT is applied to obtain clear AE signals in time domain. Simulated AE signal generated by thermal stress of YAG laser pulse was analyzed and detection capability of AE event was improved compared to the conventional signal processing method.
引用
收藏
页码:1061 / 1065
页数:5
相关论文
共 7 条
[1]   Signal detection and noise suppression using a wavelet transform signal processor: Application to ultrasonic flaw detection [J].
Abbate, A ;
Koay, J ;
Frankel, J ;
Schroeder, SC ;
Das, P .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1997, 44 (01) :14-26
[2]   Non-contact measurement of acoustic emission in materials by laser interferometry [J].
Enoki, M. ;
Watanabe, M. ;
Chivavibul, P. ;
Kishi, T. .
SCIENCE AND TECHNOLOGY OF ADVANCED MATERIALS, 2000, 1 (03) :157-165
[3]   Acquisition and analysis of continuous acoustic emission waveform for classification of damage sources in ceramic fiber mat [J].
Ito, Kaita ;
Enoki, Manabu .
MATERIALS TRANSACTIONS, 2007, 48 (06) :1221-1226
[4]   Evaluation of thermal deformation process of nickel based active composites by laser AE technique [J].
Nishinoiri, S ;
Enoki, M ;
Mochizuki, T ;
Asanuma, H .
MATERIALS TRANSACTIONS, 2004, 45 (02) :257-263
[5]  
Patterson D. A., 1988, SIGMOD Record, V17, P109, DOI 10.1145/971701.50214
[6]   Fracture behavior of ceramic coatings during thermal cycling evaluated by acoustic emission method using laser interferometers [J].
Watanabe, M ;
Enoki, M ;
Kishi, T .
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2003, 359 (1-2) :368-374
[7]   Evaluation of microfracture location at elevated temperature by four-channel AE measurements using laser interferometer [J].
Watanabe, M ;
Enoki, M ;
Kishi, T .
JOURNAL OF MATERIALS SCIENCE LETTERS, 2003, 22 (15) :1091-1093