• 제목/요약/키워드: Acoustic Signal

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회전기계 결함신호 진단을 위한 신호처리 기술 개발 (Signal Processing Technology for Rotating Machinery Fault Signal Diagnosis)

  • 최병근;안병현;김용휘;이종명;이정훈
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2013년도 추계학술대회 논문집
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    • pp.331-337
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    • 2013
  • Acoustic Emission technique is widely applied to develop the early fault detection system, and the problem about a signal processing method for AE signal is mainly focused on. In the signal processing method, envelope analysis is a useful method to evaluate the bearing problems and Wavelet transform is a powerful method to detect faults occurred on rotating machinery. However, exact method for AE signal is not developed yet. Therefore, in this paper two methods which are Hilbert transform and DET for feature extraction. In addition, we evaluate the classification performance with varying the parameter from 2 to 15 for feature selection DET, 0.01 to 1.0 for the RBF kernel function of SVR, and the proposed algorithm achieved 94% classification accuracy with the parameter of the RBF 0.08, 12 feature selection.

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고주파 맥놀이 신호의 포락선 위상차를 이용한 음향식 헬멧자세추정 기법 (Helmet Tracking Techniques Using Phase Difference between Acoustic Beating Envelope which Wave Length is Longer than Audio Frequency)

  • 최경식;김상석;박찬흠;양준호
    • 한국군사과학기술학회지
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    • 제16권1호
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    • pp.27-33
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    • 2013
  • Helmet Mounted Display(HMD) has great advantages on the navigation and mission symbologies for the pilot's forward looking display and, therefore, has been remarkably drawing attention as the up coming display of the next generation aircraft. The essential technology to process the Line of Sight-Foward(LOS-F) data in real-time is to estimate exact helmet situation and position. In this paper, we research a acoustic helmet tracking technique. For the reason that mechanical acoustic noises might interfere with Helmet Tracking System(HTS) and unnecessary acoustic noises are inevitable when using acoustic technique, this approach has not been adapted. In order to overcome this problem. We propose that acoustic wave of which the wave length is longer than audio frequency and, especially, we used beating signal envelope which is composed of two close high frequency.

M형 CIP법을 이용한 3차원 음장해석에 관한 연구 (A Study of the Three-Dimension Acoustic Field Analysis using the Type-M CIP Method)

  • 이채봉;오성관
    • 융합신호처리학회논문지
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    • 제10권4호
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    • pp.220-224
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    • 2009
  • 본 연구에서는 유체역학 분야의 Yabe 박사 팀에 의해 제안된 CIP법을 이용한 3차원 시간영역 음장해석법의 정밀도에 대해서 자세한 검토를 하였다. 즉, 3차원 CIP 음장해석의 위상오차의 특성과 전파방향에 따른 오차를 명확히 하고, 본 수치 해석법의 유효성을 나타내었다. 다차원 CIP법으로는 M형, C형, A형이 있지만, 본 논문에서는 M형 CIP법을 이용한 음장해석의 정밀도에 대해 검토하였다. 또, 종래의 수치해석법으로 staggered-grid 모델을 이용한 FDTD법에 따른 계산결과와의 비교 검토를 하였다. 본 논문의 검토에 의해 같은 이산화조건에서는 CIP법이 FDTD법보다 해석법이 가진 분산성이 적고, CIP법으로 계산된 음압 파형이 FDTD법으로 계산된 음압 파형보다 변형이 적은 것을 알 수 있었다.

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다수의 음원을 사용한 공간의 소리 제어 방법론 (Spatial Manipulation of Sound using Multiple Sources)

  • 최정우;김양한;박영진
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 추계학술대회논문집
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    • pp.620-628
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    • 2005
  • Spatial control of sound is essential to deliver better sound to the listener's position in space. As it can be experienced in many listening environments, the quality of sound can not be manifested over every position in a hall. This motivates us to control sound in a region we select. The primary focus of the developed method has to do with the brightness and contrast of acoustic image in space. In particular, the acoustic brightness control seeks a way to increase loudness of sound over a chosen area, and the contrast control aims to enhance loudness difference between two neighboring regions. This enables us to make two different kinds of zone - the zone of quiet and the zone of loud sound - at the same time. The other perspective of this study is on the direction of sound. It is shown that we can control the direction of perceived sound source by focusing acoustic energy in wavenumber domain. To begin with, the proposed approaches are formulated for pure-tone case. Then the control methods are extended to a more general case, where the excitation signal has broadband spectrum. In order to control the broadband signal in time domain, an inverse filter design problem is defined and solved in frequency domain. Numerical and experimental results obtained in various conditions certainly validate that the acoustic brightness, acoustic contrast, direction of wave front can be manipulated for some finite region in space and time.

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Numerical Analysis of Acoustic Characteristics in Gas Turbine Combustor with Spatial Non-homogeneity

  • Sohn, Chae-Hoon;Cho, Han-Chang
    • Journal of Mechanical Science and Technology
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    • 제18권8호
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    • pp.1461-1469
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    • 2004
  • Acoustic characteristics in an industrial gas-turbine combustor are numerically investigated by a linear acoustic analysis. Spatially non-homogeneous temperature field in the combustor is considered in the numerical calculation and the characteristics are analyzed in view of acoustic instability. Acoustic analyses are conducted in the combustors without and with acoustic resonator, which is one of the acoustic-damping devices or combustion stabilization devices. It has been reported that severe pressure fluctuation frequently occurs in the adopted combustor, and the measured signal of pressure oscillation is compared with the acoustic-pressure response from the numerical calculation. The numerical results are in good agreement with the measurement data. In this regard. the phenomenon of pressure fluctuation in the combustor could be caused by acoustic instability. From the numerical results for the combustor with present acoustic resonators installed, the acoustic effects of the resonators are analyzed in the viewpoints of both the frequency tuning and the damping capacity. It is found that the resonators with present specifications are not optimized and thus, the improved specification or design is required.

FxLMS를 이용한 단일 센서기반 능동 반향음 제어 시스템 (A single sensor based active reflection control system using FxLMS algorithm)

  • 김재필;지유나;박영철;서영수
    • 한국음향학회지
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    • 제36권1호
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    • pp.57-63
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    • 2017
  • 본 논문에서는 FxLMS(Filtered-x Least Mean Square) 알고리즘을 이용한 단일 센서 기반의 능동 반향음 제어 알고리즘을 제안한다. 제안 알고리즘은 먼저 단일 센서 입력 신호로부터 입사음과 반향음을 분리하고, 분리된 신호들을 사용하여 반향음과 반대 위상을 갖는 제어 신호를 생성한다. 제어 신호는 센서 위치에서 반향음과 중첩되어 반향음의 음압을 감소시킨다. 적절한 신호 분리를 위해 반향 음향 경로와 제어 음향 경로가 필요하며 이는 swept sine 신호를 이용해 측정한 음향 응답으로부터 사전에 구할 수 있다. 효용성을 검증하기 위해 DSP(Digital Signal Processing) 보드를 사용하여 제안된 알고리즘을 실시간으로 구현하였으며, 공기 중 음향 덕트 환경에서 1 kHz 버스트 신호에 대해 반향음이 11.6 dB 감소함을 확인 하였다.

디지털음성명료도 향상을 위한 적응형 잡음제거 기법에 관한 연구 (A study on adaptive noise cancellation for enhancement of digital speech articulation)

  • 김수용;지석근
    • 한국정보통신학회논문지
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    • 제11권5호
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    • pp.961-968
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    • 2007
  • 오늘날, 우리는 어디엔가 엔제나 무전기 통신 장치를 사용할수 있다. 때때로, 우리는 음향잡음환경에서 장치를 사용하였다. 그 음향잡음은 통신장치에서 많은 문제를 만들었다. 음향잡음환경에서는, 말은 음성신호와 잡음신호 양쪽에 신호를 포함하고, 받았기 때문에 깨끗한 정보를 받기위해 보낼수가 없었다. 디지털필터는 바라는 신호를 얻기 위해 옮기는 잡음으로서 유용하였다. 방법의 하나는 자동적으로 맞추는 필터 파라미터로서 적응 잡음 망상조직으로 적응디지털필터를 사용하는 것이다. 본 논문은 두 적응필터 방법에 의하여 현실에서 음향잡음으로서 명료도 알고리즘의 번지라고 할 수가 있다. 하나는 두 입력 채널과 함께 적응잡음 망상조직이라 할 수 있고, 또 다른 것은 하나 입력 채널과 함께 스펙트럼 빼기필터이다. 이 실험의 결과는 제안된 필터로부터 스펙트럼 진폭필터는 움직이지 않는 잡음은 효력이 있는 동안 움직이는 것을 줄이기 위해 사용되어지는 것은 적응잡음망상조직으로 보여준다.

음향방출기법을 이용한 열교환기 누설검출시스템 개발 (Development of Leak Detection System of Heat Exchanger using Acoustic Emission Technique)

  • 이민래;이준현
    • 대한기계학회논문집A
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    • 제26권5호
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    • pp.864-871
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    • 2002
  • Acoustic emission(AE) technique has been applied to not only mechanical property testing but also on-line monitoring of the entire structure or a limit zone only. Although several AE devices have already been developed for on-line monitoring, the price of these systems is very high and it is difficult for the field to apply yet. In this study, we developed a specially designed PC-based leak detection system using A/D board. In this paper, AE technique has been applied to detect leak for heat exchanger by analyzing the characteristics of signal obtained from leak. It was confirmed that the characteristics of the signal generated by the turbulence of gas in the heat exchanger is narrow band signal having between 130-250kHz. Generally, the amplitude of leak signal is increased as the leak size increasing, but showed no significant change at frequency characteristic. Leak source location can be found by determining for the paint of highest signal amplitude by comparing with several fixed sensors. In this paper, AE results are compared with the PC-based leak detection system using A/D board.

음향방출 기술을 이용한 철근콘크리트 보의 휨 파괴 손상평가 (Damage Assessment of Reinforced Concrete Beams Under Flexural Failure Mode Using Acoustic Emission Testing)

  • 김다위;이성로;박원석
    • 한국안전학회지
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    • 제38권2호
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    • pp.36-43
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    • 2023
  • In this study, a four-point bending test was conducted to assess and detect the damage to reinforced concrete structures using the acoustic emission (AE) technique. Based on the crack investigation results, flexural failure was classified into four stages and compared with the characteristic analysis results of AE parameters. The parametric characterization indicated that the activity of the primary AE signal was high in the early stage, and that of the second signal increased after the flexural cracks stabilized. Because the secondary AE signal included noise generated by friction, parameter-based analysis for damage assessment was performed using the primary signal; the secondary signal was used as complement. The activity analyses of the primary and secondary signals effectively classified crack propagation; however, determining the macrocracks and yielding of reinforcing bars had certain limitations. Nevertheless, applying the damage index with cumulative AE energy is a complementary technique for detecting and assessing structure damage that well detects the occurrence of macrocracks.

광대역 FIR 빔형성기 파라미터 결정에 관한 연구 (A Study on the Determination of a Broadband FIR Beamformer Parameter)

  • 최영철;김승근;김시문;박종원;임용곤
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2004년도 학술대회지
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    • pp.386-389
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    • 2004
  • Beamforming for underwater acoustic communication is affected by the broadband feature of underwater acoustic communication signal, which has the low center frequency compared to the signal bandwidth. In this paper, the baseband equivalent array signal model is derived and we present computer simulation results for the broadband finite impulse response (FIR) beamformer performance according to the FIR filter order and the tap spacing. If the FIR filter order is increased above the optimum value, the beamformer performance is degraded. Also the tap spacing is related to the optimum FIR filter order.

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