• Title/Summary/Keyword: AE signal

Search Result 502, Processing Time 0.03 seconds

Detection of Main Spindle Bearing Defects in Machine Tool by Acoustic Emission Signal via Neural Network Methodology (AE 신호 및 신경회로망을 이용한 공작기계 주축용 베어링 결함검출)

  • 정의식
    • Journal of the Korean Society of Manufacturing Technology Engineers
    • /
    • v.6 no.4
    • /
    • pp.46-53
    • /
    • 1997
  • This paper presents a method of detection localized defects on tapered roller bearing in main spindle of machine tool system. The feature vectors, i.e. statistical parameters, in time-domain analysis technique have been calculated to extract useful features from acoustic emission signals. These feature vectors are used as the input feature of an neural network to classify and detect bearing defects. As a results, the detection of bearing defect conditions could be sucessfully performed by using an neural network with statistical parameters of acoustic emission signals.

  • PDF

Realization of Communication and Sensor Signal Processing Technique for Condition Monitoring of Check Valve (Check Valve 상태감시를 위한 통신 및 센서신호처리 기능 구현)

  • Jeon, Jeong-Seop;Jo, Jae-Geun;Kim, Jeong-Su;Yu, Jun
    • Proceedings of the KIEE Conference
    • /
    • 2003.11b
    • /
    • pp.223-226
    • /
    • 2003
  • This paper presents a realization of sensor signal processing(noise filtering) and Fieldbus based communication for condition monitoring of check valve. we first acquired the AE(Acoustic Emission) sensor data at the KAERI check valve test loop, and their frequencies were analyzed to find the informative band. To reject background noises, bandpass filters have been designed. Also, to send the processed data to a remote site, wired communication facility has been realized via DeviceNet.

  • PDF

PRML Detection Method Using PRSNR (부분응답 신호대잡음비를 이용한 PRML 검출 방법)

  • Park Ae-Kyung;Lee Jae-Jin
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.31 no.9C
    • /
    • pp.840-845
    • /
    • 2006
  • This paper presents a partial response maximum likelihood (PRML) detection method using partial response signal-to-noise ratio (PRSNR) that evaluates the signal quality of asymmetric optical recording channel. It is confirmed that the equalizer maximizing the PRSNR value can be most properly adapted to the asymmetric optical recording channel. The proposed PRML detection using this result has 1.8dB SNR gain at $8.5{\times}10-5$ bit error rate compared to PRML detection using typical adaptive equalizer.

Diagonoses of Power Transformer Using Acoustic Emission Techniques (음향기술을 이용한 전력용 변압기 예방진단)

  • Hwang, S.J.;Kwak, H.R.;Jeon, H.J.;Kim, J.C.;Park, J.W.;Choi, S.A.
    • Proceedings of the KIEE Conference
    • /
    • 1992.07b
    • /
    • pp.938-941
    • /
    • 1992
  • This paper presents an acoustic emission(AE) technique using ultrasonic sensors to diagonize power transformers. Conventional methods detect and measure the electrical signal of the partial discharge(PD) of transformers in operation. The proposed techniques measures the acoustic signal generated by the partial discharge, and counts the number of the waveforms above a threshold to diagonize transformers. Experiments showed that the proposed method improved diagonosis capability over the conventional PD method.

  • PDF

Simulation of 3QMAS NMR Spectra for Mordenite with the Point Charge Model

  • chae, Seen-Ae;Han, Oc-Hee
    • Journal of the Korean Magnetic Resonance Society
    • /
    • v.9 no.1
    • /
    • pp.67-73
    • /
    • 2005
  • $^{27}AI$ triple quantum magic angle spinning (3QMAS) NMR spectra of several mordenite (MOR) sample were simulated with the point charge model method and compared with experimental 3QMAS spectra. Signal positions from different tetrahedral (T) sites in 3QMAS spectra are mainly governed by local structures of T sites such as T-O-T angles and T-O bond lengths. When preparation methods, cations in addition to Si/Al rations vary, the local structures of T sites in MOR change enough to alter signal patterns in 3QMAS of MOR. This inhibits to study the of Al distribution variation over 4 different T sites in mordenite during process such as dealumination by 3QMAS spectra.

  • PDF

Acoustic Emission Monitoring Fine Wire Drawing Process (와이어 인발가공에 있어서 음향방출 발생 특성)

  • 이완규
    • Journal of the Korean Society of Manufacturing Technology Engineers
    • /
    • v.5 no.1
    • /
    • pp.43-50
    • /
    • 1996
  • From a manufacturing standpoint it would be desirable to monitor the degradation of drawing die, that is essential for the maintenance of die quality, the evaluation of product integrity and the reducing scrap. Acoustic emission is powerful method in monitoring fine wire drawing process, especially in detecting the die fracture at early stage. Experiments also suggested that acoustic emission sigals contained valuable information regarding the stage of a drawing process such as the surface appearance of products and the condition of lubrication. These informations are AE monitoring techniques a possible tool in monitoring the drawing process operation. In order to approach this, this paper discusses the nature of acoustic emission signal presented which illustrate the effects of wire and die material, lubricants, and drawing speed on the generation and the mean voltage level of acoustic emission signal. From these experimental, results, we understanded controlling factors of acoustic emission generation.

  • PDF

Development of Diagnostic Expert System for Rotating Machinery with Journal Bearing (저어널 베어링으로 지지된 회전축의 이상상태 진단을 위한 진단전문가 시스템의 개발)

  • 유송민;김영진;박상신
    • Tribology and Lubricants
    • /
    • v.17 no.3
    • /
    • pp.244-250
    • /
    • 2001
  • A rotating axis diagnostic system supported with journal bearing has been established that has been widely used in the industry. In order to measure the most sensitive signals that would be generated in the abnormal operation, sensors which measure AE(acoustic emission), gap and acceleration have been attached at the various location on the experimental apparatus. Data were obtained in the steady state operational condition of the system which was verified through the empirical measurement. Notable discrepancies were observed in RMS acceleration signal which could be utilized to predict the undesirable operational condition of the system.

CONSTRUCTION OF 21CM COSMIC RADIO ANTENNA (21CM 우주전파 수신용 안테나의 제작)

  • Park, Jong-Ae;Yang, Jong-Man;Han, Seok-Tae;Park, Yong-Seon
    • Publications of The Korean Astronomical Society
    • /
    • v.8 no.1
    • /
    • pp.1-15
    • /
    • 1993
  • We made a pyramidal horn antenna system for 21cm cosmic radio wave. The antenna system has a rectangular waveguide with $TE_{10}$ mode and a copper probe to detect the electromagnetic wave in waveguide. The parameters of the probe are obtained by experiments using two waveguides. Pyramidal horn antenna is designed to get a gain of 20dB. The size of the aperture of this horn is $94cm{\times}74cm$. The beam width of half power is about $14.7^{\circ}$ for the frequency of 1.4GHz. The horn is made of aluminum plate with a thickness of 2mm. The signal from horn and waveguide is amplified in a receiver system and is converted into DC in the detecter. The intensity of the signal is recorded on a chart recorder. We observed the sun using this simple radio telescope and obtained the brightness temperature of $2.2{\times}10^5K$, which indicates that the sun is quiet at 21cm.

  • PDF

The Design and Construction of AES-LEED System and the Study of Ni/Pt(111) System (AES-LEED 장치의 설계 및 제작과 Ni/Pt(111)계에 관한 연구)

  • Lee, Sun-Bo;Bu, Jin-Hyo;Lee, Seong-Yong;Park, Jong-Yun;Gwak, Hyeon-Tae
    • Journal of the Korean Vacuum Society
    • /
    • v.2 no.2
    • /
    • pp.145-151
    • /
    • 1993
  • Ultra High Vacuum chamber for surface analysis and a series of AES-LEED controllers for LEED optics was designed and constructed. Electron energy resolution of LEED optics was tested. On the basis of the layer by layer mode, thickness of evaporated Ni on Pt(111) was calculated from the Auger signal ratio.

  • PDF

The Frequency Characteristics of Elastic Wave by Crack Propagation of SiC/SiC Composites

  • Kim, J.W.;Nam, K.W.
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2012.10a
    • /
    • pp.110-114
    • /
    • 2012
  • We studied on the nondestructive evaluation of the elastic wave signal of SiC ceramics and SiC/SiC composite ceramics under monotonic tensile loading. The elastic wave signal of cross and unidirectional SiC/SiC composite ceramics were obtained by pencil lead method and bending test. It was applied for the time-frequency method which used by the discrete wavelet analysis algorithm. The time-frequency analysis provides time variation of each frequency component involved in a waveform, which makes it possible to evaluate the contribution of SiC fiber frequency. The results were compared with the characteristic of frequency group from SiC slurry and fiber. Based on the results, if it is possible to shift up and design as a higher frequency group, we will can make the superior material better than those of exiting SiC/SiC composites.

  • PDF