• 제목/요약/키워드: wavelet technique

검색결과 607건 처리시간 0.027초

SH(shear horizontal) 초음파를 이용한 압력용기용 재료의 피로손상 예측 (The Prediction of Fatigue Damage for Pressure Vessel Materials using Shear Horizontal Ultrasonic Wave)

  • 강용호;정용근;송정일
    • 한국정밀공학회지
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    • 제26권6호
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    • pp.90-96
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    • 2009
  • Ultrasonic method using SH(shear horizontal) wave has been developed to determine the surface damage in fatigued material. Fatigue damages based on propagation energy were analyzed by multi-regression analysis in interrupted fatigue test specimen including CrMoV and 12Cr alloy steel. From the test results, as the fatigue damage increased the propagation time of the launched waves increased and amplitude of wavelet decreased. Also, analysis for the waveform modulation showed a reliable estimation, with confidence limit of 97% for 12Cr steel and 95% for CrMoV steel, respectively. Therefore, It is thought that SH ultrasonic wave technique can be applied to determine fatigue damage of in-service component nondestructively.

진동신호를 이용한 기어체인의 고장진단 (Fault Diagnosis of Gear Chain Using Vibration Signal)

  • 배범원;최연선
    • 대한기계학회논문집A
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    • 제24권7호
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    • pp.1731-1739
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    • 2000
  • The Vibration signals of a gear driving system is often associated with gear tooth faults. Many studies have been done on the detection of impulsive vibration signals, which characterize the breaka ge of a gear tooth. Also, most of the studies on gear fault diagnosis are only about the fault existence at one gear-pair. This study concerns on the several possible faults of a geared motor that has three gear pairs. The measurement and analysis on the vibration signals of a running geared motor shows the relationship between the gear faults and the vibration signals. This study also shows that adaptive interference canceling technique can be appropriately applicable to detect which gear-pair has the fault, and that wavelet is better than spectrogram to figure out the gear fault.

표면SH파를 이용한 2.25Cr-1Mo강의 열화.손상 평가 (Nondestructive Evaluation for Degraded 2.25Cr-1Mo Steel though Surface SH-wave)

  • 김현묵;박익근;박은수;안형근;김정석
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2000년도 추계학술대회논문집A
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    • pp.280-285
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    • 2000
  • It is very important to evaluate the surface or subsurface microstructure because of their influences on mechanical properties of materials. Surface SH-wave which is horizontally polarized shear wave traveling along near surface and subsurface layer is an attractive technique for material evaluation. The destructive method is widely used for the estimation of material degradation but it has a great difficulty in preparing specimens from in-service industrial facilities. In this study, nondestructive evaluation for degraded structural materials used at high temperature though surface SH-wave method is discussed. 2.25Cr-1Mo steel specimens which were prepared by the isothermal aging heat treatment at $650^{\circ}$ were evaluated though ultrasonic nondestructive evaluation techniques investigating the change of sound velocity, attenuation coefficient and amplitude spectra. In addition, it has verified experimentally the frequency-dependence of attenuation coefficient though wavelet analysis method.

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전자파의 측정과 패턴인식 기법에 의한 부분방전 신호 검출 (The Detection of Partial Discharge Signal by the Measurement of an Electromagnetic Wave and Pattern Recognition Technique)

  • 김영노;김재철;서인철;전영재;김광화
    • 대한전기학회논문지:전력기술부문A
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    • 제51권6호
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    • pp.276-283
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    • 2002
  • This Paper Presents the method for detecting a partial discharge(PD) using an electromagnetic wave measured by an antenna. The various electromagnetic waves are measured in the laboratory and wavelet transform, which is provides a direct quantitative measure of spectral content in the time-frequency domain, are applied for identifying the property of electromagnetic waves. Also, the statistical method and self-organizing feature map(SOFM) are applied for the pattern recognition of electromagnetic waves. The proposed method is shown to be useful for detecting electromagnetic waves emitted for PD in test data.

Haar Wavelet Transform 전처리 기법을 적용한 PCA, LDA기법의 얼굴 인식 (Haar Wavelet Transform Preprocessing Technique to Face Recognition of PCA, LDA)

  • 이동훈
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2005년도 가을 학술발표논문집 Vol.32 No.2 (2)
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    • pp.832-834
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    • 2005
  • 얼굴 인식을 위한 주요 기법인 PCA, LDA에 의한 mapping기법은 조명조건의 미세한 변화에 민감한 특성을 가진다. 얼굴 인식 연구에 있어서 인식률의 향상뿐만 아니라 실용적인 얼굴 인식 시스템을 구현하기 위해서는 조명 변화를 최소화 시키는 전처리 과정이 중요한 고려사항이다. 따라서 본 논문에서는 조명의 변화를 최소화 할 수 있는 전처리 방법으로 Haar 웨이블렛 변환으로 얻어진 웨이블렛 계수공간의 조정 후 역변환을 통한 영상향상을 제안한다. 실험 결과 제안한 방법은 기존의 전처리 방법으로 널리 쓰이는 히스토그램 평활화 방법에 비해 우수한 성능을 나타내었을 뿐만 아니라 메모리 절감효과에 따른 처리속도 증가를 보였다.

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Robust 3D Wavelet Watermarking for Video

  • Jie Yang;Kim, Young-Gon;Lee, Moon-Ho
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2002년도 정기총회 및 학술대회
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    • pp.173-176
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    • 2002
  • This paper proposes a new approach for digital watermarking and secure copyright protection of video. the principal aim being to discourage illicit copying and distribution of copyrighted material. The method presented here is based on the three dimensional discrete wavelet transform of video scene. The watermark is a copyright information encoded in the form of a spread spectrum signal to ensure the system security and is embedded in the 3D DWT magnitude of video chunks. The performance of the presented technique is evaluated experimentally.

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최소자승법을 이용한 가변 윈도우 크기의 거리계전기법 (Distance Relay Technique based on Variable Window Length using Least Square Error Method)

  • 정호성;신명철;이복구;장성익;최인혁;조필훈
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 하계학술대회 논문집 A
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    • pp.226-228
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    • 2001
  • this paper presents the distance relay using wavelet transform and least square error method. Wavelet transform detect the faults in the high frequency region and remove the noises in the low frequency region. The variable window length LSE determine optimal window length to each fault case and estimate fault impedance very quickly.

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웨이브렛 변환을 이용한 시변 선형 시스템의 근사화 (Approximation of Linear Time-Varying System Using Wavelet Transform)

  • 이영석;김동옥;안대찬;서보희
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 하계학술대회 논문집 B
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    • pp.717-719
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    • 1997
  • This paper discusses approximate modelling of discrete-time linear time-varying system(LTVS). The wavelet transform is considered as a tool for representing and approximating a LTVS. The joint time-frequency properties of wave analysis are appropriate for describing the LTVS. Simulatly results is included to illustrate the popential application of the technique.

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비선형 비행 시스템을 위한 H 접근법 기반 적응 신경망 동적 표면 제어 (Adaptive Neural Dynamic Surface Control via H Approach for Nonlinear Flight Systems)

  • 유성진;최윤호
    • 제어로봇시스템학회논문지
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    • 제14권3호
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    • pp.254-262
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    • 2008
  • In this paper, we propose an adaptive neural dynamic surface control (DSC) approach with $H_{\infty}$ tracking performance for full dynamics of nonlinear flight systems. It is assumed that the model uncertainties such as structured and unstrutured uncertainties, and external disturbances influence the nonlinear aircraft model. In our control system, self recurrent wavelet neural networks (SRWNNs) are used to compensate the model uncertainties of nonlinear flight systems, and an adaptive DSC technique is extended for the disturbance attenuation of nonlinear flight systems. All weights of SRWNNs are trained on-line by the smooth projection algorithm. From Lyapunov stability theorem, it is shown that $H_{\infty}$ performance nom external disturbances can be obtained. Finally, we present the simulation results for a nonlinear six-degree-of-freedom F-16 aircraft model to confirm the effectiveness of the proposed control system.

웨이브렛을 이용한 선형 시변 시스템의 근사화기법에 관한 연구 (A Study on Approximation Method of Linear-Time-Varying System Using Wavelet)

  • 이영석;김동옥;서보혁
    • 전자공학회논문지T
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    • 제35T권1호
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    • pp.33-39
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    • 1998
  • 본 논문에서는 다해상도 해석이 가능한 웨이브렛 시리즈 기법[4,5]을 이용하여 시변 시스템 임펄스 응답의 근사화를 이룬다. 웨이브렛 시리즈 표현이 행렬 연산의 형태로 표현되고 이러한 행렬 표현 형식은 망의 구성을 가능하게 하며 웨이브렛의 계수가 가중치 행렬로 나타난다. 웨이브렛 계수의 최적값을 구하기 위해 웨이브렛 망을 출력 오차로부터 계수 행렬을 적절한 값으로 수렴시키는 학습 법칙을 온-라인으로 학습하며 이의 결과가 시스템의 결과에 추정함을 보인다.

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