• 제목/요약/키워드: noise detect

검색결과 963건 처리시간 0.028초

소규모 저속도 이상대 탐지를 위한 시추공 주시 토모그래피에서 잡음 영향 분석 (An Analysis of the Noise Influence on the Cross-well Travel-time Tomography to Detect a Small Scale Low Velocity Body)

  • 이두성
    • 지구물리와물리탐사
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    • 제14권2호
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    • pp.140-145
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    • 2011
  • 데이터에 포함된 잡음이 소규모 저속도 이상대 탐지를 위한 시추공 주시토모그래피에 미치는 영향을 분석하기 위하여, 터널모델에 대하여 유한차분 파선추적 법으로 기록의 초동주시를 산출하고 산출된 초동주시에 세 종류의 잡음과 잡음수준이 다른 네 종류의 백색 잡음을 첨가한 후 SIRT 반복역산 법으로 속도영상을 도출하였다. 첨가된 잡음의 세기가 터널로 인한 기록의 최대 예상 주시지연의 10% 정도인 속도영상에서 저속도 이상대가 정확하게 터널위치에 형성되었다. 그러나 터널의 위치에 산출된 속도는 상정된 속도모델의 속도와는 현저하게 다르며 배경 속도와 비슷하였다. 잡음이 결과영상에 미치는 영향은 무작위 잡음이 송신기나 수신기 종속적인 잡음보다 현저하게 적은 것으로 나타났다.

ICA와 DNN을 이용한 방송 드라마 콘텐츠에서 음악구간 검출 성능 (Performance of music section detection in broadcast drama contents using independent component analysis and deep neural networks)

  • 허운행;장병용;조현호;김정현;권오욱
    • 말소리와 음성과학
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    • 제10권3호
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    • pp.19-29
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    • 2018
  • We propose to use independent component analysis (ICA) and deep neural network (DNN) to detect music sections in broadcast drama contents. Drama contents mainly comprise silence, noise, speech, music, and mixed (speech+music) sections. The silence section is detected by signal activity detection. To detect the music section, we train noise, speech, music, and mixed models with DNN. In computer experiments, we used the MUSAN corpus for training the acoustic model, and conducted an experiment using 3 hours' worth of Korean drama contents. As the mixed section includes music signals, it was regarded as a music section. The segmentation error rate (SER) of music section detection was observed to be 19.0%. In addition, when stereo mixed signals were separated into music signals using ICA, the SER was reduced to 11.8%.

통계적모델을 이용한 원자로냉각재펌프 밀봉장치 성능감시 (Reactor Coolant Pump Seal Monitoring System Using Statistical Modeling Techniques)

  • 이송규;정장규;배종길;안상하
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2007년도 추계학술대회논문집
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    • pp.1386-1390
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    • 2007
  • This paper presents the equipment condition monitoring technology for the process or the equipment using statistical techniques. The equipment condition monitoring system consists of an empirical model to estimate the expected sensor values of process variables and a diagnose model to detect the abnormal condition and to identify the root source of the problem. The empirical model is constructed by the analysis of historic data. The diagnose model uses the sequential probability ratio test (SPRT) technique. The monitoring system was tested with real operating data acquired from the Reactor Coolant Pump Seal in the Nuclear Power Plant. It can detect the system degradation or failure at the early stage since it is able to catch the subtle deviation of process variables from normal condition.

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웨이브렛변환을 이용한 기어결함의 진단 (The Detection of Gear Failures Using Wavelet Transform)

  • 박성태;김재웅;양건국
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2002년도 추계학술대회논문집
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    • pp.617-622
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    • 2002
  • This paper presents that the Wavelet Transform can be used to detect the various local defects in a gearbos. Two types of defects which are broken tooth and localized wear, are experimented and the signals are collected by accerometer and analyzed. Because of the complecity of the signals acquired from sensor, it is needed to identify the interesting signal. The natural frequencies of shafts and the gear mesh frequency(GMF) is calculated theretically. DWT, CWT and the aplication are used to extract a gear-localized defect feature from the vibration signal of the gearbox with the defective gear. The results shows the transform is more effective to detect the failures than the Fourier Transform.

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질병 유발 독성 물질(산화아연 나노선) 검출 기술 개발 (Disease inducing material ; Zinc Oxide nanowire detection)

  • 유준석;박진성;장규환;이상명;나성수
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2014년도 춘계학술대회 논문집
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    • pp.81-82
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    • 2014
  • Recently it is often reported about toxic nanomaterials to organisms. In other words, it is called nanotoxicity, toxic nanomaterials have extremely toxic properties. Zinc oxide is widely used as a promising nanomaterials, but some researchers are warning that nanotype zinc oxide has nanotoxicity. One of typical zinc oxide materials is a zinc oxide nanowire, especially, there is no technique which is detecting a zinc oxide nanowire because of its geometric. In here, we use reduced graphene oxide in order to detect zinc oxide nanowire and use DNA immobilized cantilever sensor, we detect graphene wrapped zinc oxide nanowire. Detection of a zinc oxide nanowire is measured by shifting of cantilever's resonance frequency based on vibration theory. It is proved that cantilever sensor is valid for nanomaterial detection. We showed that detection of a zinc oxide nanowire is successful.

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스마트 시티에서의 이머전시 사운드 감지방법 (A Emergency Sound Detecting Method for Smarter City)

  • 조영임
    • 제어로봇시스템학회논문지
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    • 제16권12호
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    • pp.1143-1149
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    • 2010
  • Because the noise is the main cause for decreasing the performance at speech recognition, the place or environment is very important in speech recognition. To improve the speech recognition performance in the real situations where various extraneous noises are abundant, a novel combination of FIR and Wiener filters is proposed and experimented. The combination resulted in improved accuracy and reduced processing time, enabling fast analysis and response in emergency situations. Usually, there are many dangerous situations in our city life, so for the smarter city it is necessary to detect many types of sound in various environment. Therefore this paper is about how to detect many types of sound in real city, especially on CCTV. This paper is for implementing the smarter city by detecting many types of sounds and filtering one of the emergency sound in this sound stream. And then it can be possible to handle with the emergency or dangerous situation.

웨이블렛 변환의 위상 지도를 이용한 초기 피팅 결함을 갖는 기어의 상태 감시 (Condition Monitoring in a Gear with Initial Pitting Using Phase Map of Wavelet Transform)

  • 심장선;이상권
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2001년도 춘계학술대회논문집
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    • pp.590-595
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    • 2001
  • Vibration transient generated by developing localized fault in gear can be used as indicators of condition monitoring in a gear. In this paper, we propose the phase map for a fault signal using continuous wavelet transform to detect this vibration transient. Local fault induces the abrupt fluctuation of load exciting tooth and phase lag in the vibration signal measured on the gearbox. The relatively large fault like "tip breakage" easily can be detected by the clear fluctuation of exciting load. However, minor fault like "initial pitting" cannot be detected using the load fluctuation. To detect this kind of minor fault, the phase map for a fault signal is taken into account. The phase lag by minor fault is observed well in the phase map.

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전달오차를 이용한 기어고장진단: 해석 vs 실험적 방법론 (Diagnostics on Gear Faults Using Transmission Error : Simulation vs Experiment)

  • 박정호;하종문;최주호;박성호;윤병동
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2014년도 추계학술대회 논문집
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    • pp.499-502
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    • 2014
  • This paper presents a comparison study between simulation and experiment for fault diagnostics of a spur gear. In simulation, fault diagnostics using transmission error (TE) was performed and concluded to be valid. In a real experiment, however, it is not as easy to detect faults of gears using TE as in simulation. In this paper, after seeding the various faults like tooth crack of different length, tooth breakage and spalling in test rig, TE was calculated. Then, several signal processing techniques were performed to overcome the limitations of an experiment in detecting the fault signals of TE. After signal processing, we could detect the various faults of spur gears and different amplitude of TE sparks from cracks of different length. Then we discussed the difference between simulation and experment.

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KPFM을 통한 수은이온 검출 방법 (Mercury ion detection technique using KPFM)

  • 박찬호;장규환;이상명;유준석;나성수
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2014년도 추계학술대회 논문집
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    • pp.358-360
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    • 2014
  • For the several decades, various nanomaterials are broadly used in industry and research. With the growth of nanotechnology, the study of nanotoxicity is being accelerated. Particularly, mercury ion is widely used in real life. Because the mercury is representative high toxic material, it is highly recommended to detect the mercury ion. In previous reported work, thymine-thymine mismatches (T-T) capture mercury ion and create very stable base pair ($T-Hg^{2+}-T$). Here, we performed the high sensitive sensing method for direct label free detection of mercury ions and DNA binding using Kelvin Probe Force Microscope (KPFM). In this method, 30 base pairs of thymine (T-30) is used for mercury specific DNA binding ($T-Hg^{2+}-T$). KPFM is able to detect the mercury ion because there is difference between bare T-30 DNA and mercury mediated DNA ($T-Hg^{2+}-T$).

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광섬유센서를 이용한 유중방전 신호검출 (Discharge Signal Detection in Insulating Oil using Optical Fiber sensor)

  • 이준호;이종길;김상준;남진호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 E
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    • pp.2066-2068
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    • 1999
  • In this paper, an optical fiber sensor(OF sensor) utilizing the principal of Sagnac interferometer was proposed to detect the discharge signals which generated from needle-sphere electrode system in insulating oil. The performance of OF sensor was checked by sinusoidal calibration signal generated by PZT acuator at 198kHz. The detected discharge signals consisted of acoustic signal and the electrical noise. The noise signal could be removed by digital low pass filter. It was demonstrated that the OF sensor in this research had a possibility to detect the discharge signals in power apparatus.

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