• 제목/요약/키워드: Acoustic study

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Underwater Acoustic Research Trends with Machine Learning: Active SONAR Applications

  • Yang, Haesang;Byun, Sung-Hoon;Lee, Keunhwa;Choo, Youngmin;Kim, Kookhyun
    • 한국해양공학회지
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    • 제34권4호
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    • pp.277-284
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    • 2020
  • Underwater acoustics, which is the study of phenomena related to sound waves in water, has been applied mainly in research on the use of sound navigation and range (SONAR) systems for communication, target detection, investigation of marine resources and environments, and noise measurement and analysis. The main objective of underwater acoustic remote sensing is to obtain information on a target object indirectly by using acoustic data. Presently, various types of machine learning techniques are being widely used to extract information from acoustic data. The machine learning techniques typically used in underwater acoustics and their applications in passive SONAR systems were reviewed in the first two parts of this work (Yang et al., 2020a; Yang et al., 2020b). As a follow-up, this paper reviews machine learning applications in SONAR signal processing with a focus on active target detection and classification.

동적 성대 모델을 이용한 후두 내 유동 및 음향장에 대한 수치 연구 (Computation of Laryngeal Flow and Sound through a Dynamic Model of the Vocal Folds)

  • 배영민;문영준
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2008년도 춘계학술대회논문집
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    • pp.21-24
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    • 2008
  • The present study numerically investigates the glottal airflow characteristics as well as acoustic features of phonation fully coupled with dynamic behavior of vocal folds. The vocal folds are described by a low-dimensional body-covered model characterized by bio-mechanical parameters such as glottal width, vocal folds stiffness, and subglottal pressure. The flow in the vocal tract is modeled as an incompressible, axisymmetric form of the Navier-Stokes equations (INS), while the acoustic field is predicted by the linearized perturbed compressible equations (LPCE). The computed result shows that a two-mass model of vocal folds is sufficient to reproduce temporal variations in oral airflow and glottis motion produced by female speakers. It is also found that i) the glottal width has a significant effect on the amplitude of glottal flow, and thus on the amplitude of acoustic wave in the vocal tract, ii) the vocal fold tension is the main control parameter for the fundamental frequency of phonation, iii) the subglottal pressure plays an appreciable role on reproduction of the self-sustained oscillation of vocal folds, and iv) the strength of pulsating airflow and vortical structures are primarily affected by glottal width and subglottal pressure, and are closely related to pitch, loudness, and voice quality. Finally, more comprehensive explanation about the difference between one- and two-mass models is presented with discussion of effectiveness of vocal folds oscillation and voice quality.

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직선 배열형 마이크로폰 어레이를 이용한 빔포밍 음향홀로그래픽법에 관한 연구 (A Study for Beamforming Acoustic Holographic Method Using Linear Arrayed Microphones)

  • 김천덕;심동연;장비;차경환;이채봉
    • 한국음향학회지
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    • 제19권3호
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    • pp.3-10
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    • 2000
  • 본 논문에서는 등간격으로 직선배열된 마이크로폰 어레이군으로 각 측정지점마다 빔패턴을 형성하고 이를 기준신호로 이용하여 각 마이크로폰들간의 신호와 크로스스펙트럼 알고리즘에 의하여 음원의 절대위치를 추정할 수 있는 빔포밍 음향홀로그래픽 시스템을 제안한다. 실음장 측정을 통하여 기준 마이크로폰을 사용하는 음향홀로그래픽법과 본 연구에서 제안한 방법을 동일 알고리즘으로 비교·검토한 결과, 약 20% 이상의 분해능 향상을 가져왔으며 제작한 시스템의 음장측정에 대한 유용성을 확인하였다.

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퇴적물속도측정기를 이용한 대한해협 사질퇴적물의 음향특성 (Acoustic Property of Sandy Sediment in the Korea Strait Using Sediment Sound Velocimeter)

  • 서영교;김대철
    • 한국음향학회지
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    • 제19권3호
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    • pp.77-85
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    • 2000
  • 사질퇴적물의 함량이 높은 대한해협 퇴적물에 대해 새로운 음파전달속도 측정 장비(sediment sound velocimeter)를 이용 음파전달속도와 물리적 성질을 측정하여, 연구지역의 지음향 및 물리적 특성을 제시하였다. 연구지역 퇴적물의 물성 및 음파전달속도 변화는 조직의 변화에 의해 크게 좌우되는 것으로 나타났다. 연구결과 음향 및 물성 값을 바탕으로 연구지역을 3개 지역(provinces; mid-shelf, shelf margin and trough)으로 구분할 수 있었으며, 이러한 결과는 탄성파 단면 분석을 통해 시스템 트랙과 퇴적계로 지역구분한 기존의 결과[14]와 잘 일치한다. 연구를 통해 새롭게 제시된 3개 지역의 지음향모델은 Briggs and Fischer[5]가 제시한 기존의 대한해협 지 음향모델의 수정모델로 제시한다.

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이산웨이블렛 변환기법을 이용한 부분방전종류의 신호특징추출에 관한연구 (A Study on Signal Feature Extraction of Partial Discharge Types Using Discrete Wavelet Transform Technique)

  • 박재준;전병훈;김진승;전현구;백관현
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2002년도 춘계학술대회 논문집 유기절연재료 전자세라믹 방전플라즈마 일렉트렛트 및 응용기술
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    • pp.170-176
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    • 2002
  • In this papers, we proposed the feature extraction method due to partial discharge type of transformers. For wavelet transform, Daubechie's filter is used, we can obtain wavelet coefficients which is used to extract feature of statistical parameters (maximum value, average value, dispersion, skewness, kurtosis) about acoustic emission signal generated from each partial discharge type. The defects which could occur in a transformer were simulated by using needle-plane electrode, IEC electrode and Void electrode. Also, these coefficients are used to identify signal of partial discharge type electrode fault in transformer. As a result, from compare of acoustic emission amplitude and acoustic average value, we are obtained results of IEC electrode> Void electrode> Needle-Plane electrode. otherwise, In case of skewness and kurtosis, we are obtained results of Needle-Plane electrode electrode> Void electrode> IEC electrode.

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소음저감을 위한 SRM 드라이브의 새로운 여자방식에 관한 연구 (A Study on Novel Excitation Method to Reduce Acoustic Noise in SRM Drive)

  • 문재원;오석규;안진우;황영문
    • 대한전기학회논문지:전기기기및에너지변환시스템부문B
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    • 제48권6호
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    • pp.287-293
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    • 1999
  • A new excitation method of switched reluctance motor drive is described in this paper. This excitation method produces reluctance torque by mutual action between two phases as well as conventional self reluctance torque due to two phase excitation at a time. In other words, the change of self inductance and mutual inductance are used to produce torque. This paper suggests the operational principle, the mechanism of torque product of switched reluctance motor with two phase excitation. The acoustic noise characteristics of two phase excitation method are described against that of conventional excitation method. The energy conversion ratio is increased because the next phase is excited following one phase excited at the two phase excitation method. Acoustic noise is lower than that of conventional SRM because one of the next two phase is excited already when torque develope.

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큰 반경의 원운동을 하는 점 음원에 의한 저주파수 스위싱 음장 분석 (Study on Low Frequency Swishing Sound Field by a Singularity in Circular Motion with Large Radius)

  • 이광세;정철웅
    • 한국소음진동공학회논문집
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    • 제24권7호
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    • pp.569-574
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    • 2014
  • In order to investigate low frequency swishing noise of wind turbines, acoustic source model using a singularity in circular motion is introduced to derive analytic solution of Lowson acoustic analogy in time domain. Results in time and frequency domains computed by the solution show apparent modulation of amplitude and frequency. The solution indicates that time histories of acoustic pressure at receiver points varied significantly according to receiver's directional location, even when the retarded time distributions are similar. However, the corresponding time-averaged spectra of sound pressure at the receiver locations where the retarded time distributions are almost same are not significantly different. It can be inferred from these results that the time-averaged sound pressure spectra which cannot take into account the detailed difference in the time-variation of wind turbine noise may not represent the sound quality of wind turbines due to its swishing. Finally, as an introduction of procedure to quantify low frequency swishing noise level, relative variation of overall sound pressure level is obtained using tonal low frequency noise model.

수치기법을 이용한 원심홴 소음의 음향학적 상사법칙 적용 (An Application of the Acoustic Similarity Law to Centrifugal Fan Noise by Numerical Calculation)

  • 전완호;이덕주
    • 소음진동
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    • 제9권5호
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    • pp.955-965
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    • 1999
  • Centrifugal fans are widely used and the noise generated by the these machines causes one of the most serious problems. In general, the centrifugal fan noise is often dominated by tones at BPF(blade passage frequency) and its higher harmonics. This is a consequence of the strong interaction between the flow discharged form the impeller and the cutoff in the casing. However, only a few researches have been carried out on predicting the noise because of the difficulty in obtaining detailed information about the flow field and casing effects on noise radiation. The objective of this study is to understand the generation mechanism of sound and to develop a prediction method for the unsteady flow field and the acoustic pressure field of a centrifugal fan. We assume that the impeller rotates with a constant angular velocity and the flow field of the impeller is incompressible and inviscid. So, a discrete vortex method (DVM) is used to model the centrifugal by the unsteady Bernoulli equation. Lowson's method is used to predict the acoustic source. A centrifugal impeller and wedge introduced by Weidemann are used in the numerical calculation and the results are compared with the experimental data. Reasonable results are obtained not only for the peak frequencies but also for the amplitudes of the tonal sound.

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AE 센서를 이용한 스커핑 손상의 감시 (Detecting of Scuffing Failure Using Acoustic Emission)

  • 조용주;김재환;김태완;조용주
    • Tribology and Lubricants
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    • 제18권5호
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    • pp.351-356
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    • 2002
  • The surfaces of machine components in sliding contact such as bearing, gears and pistons etc. frequently operate under the condition of mixed lubrication due to high load, high speed and slip. These machine components often undergo the inception of scuffing in practical application. The scuffing failure is a critical problem in modern machine components, especially for the requirement of high efficiency and small size. However, it is difficult to find a universal mechanism to explain all scuffing phenomena because there are so many factors affecting the onset of scuffing. In this study, scuffing experiments are conducted using Acoustic Emission(AE) measurement by an indirect sensing approach to detect scuffing failure. Acoustic Emission(AE) signal has been widely utilized to monitor the interaction at the friction interface. Using AE signals we can get an indication about the state of the friction processes, about the quality of solid and liquid layers on the contacting surfaces in real time. The FFT(Fast Fourier Transform) analyses of the AE signal are sued to understand the interfacial interaction and the relationship between the AE signal and the state of contact is presented.

밀폐된 용기 안에서 동시에 회전하는 디스크의 진동과 안정성에 관한 연구 (Vibrations and Stability of Flexible Corotating Disks in an Enclosure)

  • 강남철
    • 한국소음진동공학회논문집
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    • 제19권1호
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    • pp.76-84
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    • 2009
  • The vibration and stability of thin, flexible corotating disks in an enclosed compressible fluid is investigated analytically and compared with the results of a single rotating disk. The discretized dynamical system of the corotating disks is derived in the compact form of a classical gyroscopic system similar with a single disk. For the undamped system, coupled structure-acoustic traveling waves destabilize through mode coalescence leading to flutter instability. However, it is found that the flutter regions of the corotating disks are wider than those of a single disk. A detailed investigation of the effects of dissipation arising from acoustic or disk damping is also performed. Finally, in the presence of both acoustic and disk dampings, the instability regions are found and compared with those of a single disk. Although this study does not allow a radial clearance between the disk and the enclosure, the computational frame work of the problem can be expanded to the system having the radial clearance in an enclosure.