• Title/Summary/Keyword: Continuous wavelet transform

Search Result 116, Processing Time 0.025 seconds

Application of Directional Wavelet to Ocean Wave Image Analysis (방향 웨이브렛을 적용한 해양파 이미지 분석)

  • Kwon S. H.;Lee H. S.;Park J. S.;Ha M. K.
    • Proceedings of the KSME Conference
    • /
    • 2002.08a
    • /
    • pp.377-380
    • /
    • 2002
  • This paper presents the results of a study investigating methods of interpretation of wave directionality based on wavelet transforms. Two-dimensional discrete wavelet was used for the analysis. The proposed scheme utilizes a single frame of ocean waves to detect their directionality. This fact is striking considering the fact that traditional methods require long time histories of ocean wave elevation measured at various locations. The developed schemes were applied to the data generated from numerical simulations and video images to test the efficiency of the proposed scheme in detecting the directionality of ocean waves.

  • PDF

Soft Sensor Design Using Image Analysis and its Industrial Applications Part 1. Estimation and Monitoring of Product Appearance (화상분석을 이용한 소프트 센서의 설계와 산업응용사례 1. 외관 품질의 수치적 추정과 모니터링)

  • Liu, J. Jay
    • Korean Chemical Engineering Research
    • /
    • v.48 no.4
    • /
    • pp.475-482
    • /
    • 2010
  • In this work, soft sensor based on image anlaysis is proposed for quantitatively estimating the visual appearance of manufactured products and is applied to quality monitoring. The methodology consists of three steps; (1) textural feature extraction from product images using wavelet transform, (2) numerical estimation of the product appearance through projection of the textural features on subspace, and (3) use of latent variables of textural features (i.e., numerical estimates of product appearance). The focus of this approach is on the consistent and quantitative estimation of continuous variations in visual appearance rather than on classification into discrete classes. This approach is illustrated through the application to the estimation and monitoring of the appearance of engineered stone countertops.

Non-stationary signal analysis by Continuous Wavelets Transform (웨이브렛 변환을 이용한 비정상 신호의 순간 주파수 결정)

  • Cho, Ig-hyun;Lee, In-Soo;Yoon, Dong-han
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
    • /
    • v.2 no.2
    • /
    • pp.29-36
    • /
    • 2009
  • The analysis of Radar signal, telecommunication, bioengineering, seismic, and acoustic signal is consist of the Non-stationary signal which has non-linear phase variation. Non-stationary signal means that the physical properties of signal depend on time variation and the instantaneous frequency represents physical property of these type of signal. Thus estimation of the instantaneous frequency of non-stationary signal is important subject in signal processing. In this work, the instantaneous frequency analysis method utilizing continuous wavelets transform is represented and compared with Hilbert Transform method.

  • PDF

Multicracks identification in beams based on moving harmonic excitation

  • Chouiyakh, Hajar;Azrar, Lahcen;Alnefaie, Khaled;Akourri, Omar
    • Structural Engineering and Mechanics
    • /
    • v.58 no.6
    • /
    • pp.1087-1107
    • /
    • 2016
  • A method of damage detection based on the moving harmonic excitation and continuous wavelet transforms is presented. The applied excitation is used as a moving actuator and its frequency and speed parameters can be adjusted for an amplified response. The continuous wavelet transforms, CWT, is used for cracks detection based on the resulting amplified signal. It is demonstrated that this identification procedure is largely better than the classical ones based on eigenfrequencies or on the eigenmodes wavelet transformed. For vibration responses, free and forced vibration analyses of multi-cracked beams are investigated based on both analytical and numerical methodological approaches. Cracks are modeled through rotational springs whose compliances are evaluated using linear elastic fracture mechanics. Based on the obtained forced responses, multi-cracks positions are accurately identified and the CWT identification can be highly improved by adjusting the frequency and the speed excitation parameters.

Control of Turbulent Curved Channel Flow for Drag Reduction (항력저감을 위한 굽은 난류채널 유동제어)

  • Choe, Jeong-Il;Seong, Hyeong-Jin
    • Transactions of the Korean Society of Mechanical Engineers B
    • /
    • v.26 no.9
    • /
    • pp.1302-1310
    • /
    • 2002
  • A direct numerical simulation in turbulent curved channel flow is performed. The drifting Taylor-Gortler vortices are identified by applying a conditional averaging. A new algorithm is proposed based on the wavelet transform of the wall information. A continuous wavelet transform with Marr wavelets is employed to decompose the flow signals at a chosen length scale. An active cancellation is applied to attenuate the Taylor-Gortler vortices and to reduce the wall skin friction.

Fault Location in Combined Transmission Systems Using Wavelet Transform (웨이브렛 변환을 이용한 혼합송전계통에서의 Fault Location)

  • Jung, Chae-Kyun;Hong, Dong-Suk;Lee, Jong-Beom
    • Proceedings of the KIEE Conference
    • /
    • 2001.05a
    • /
    • pp.226-229
    • /
    • 2001
  • The combined transmission lines with the underground power cables are continuously expanded in power systems. So the fault of combined transmission line is increased every year as the complication of underground transmission line. In this paper. traveling wave theory and DWT wavelet transform are used for fast and accurate detection of fault location at the combined transmission line. Traveling wave travels to each bus like surge and repeats reflection and transmission till transient signal is completely disappeared. When fault is occurred on overhead and underground tine, the fault location detecting algorithm was performed with using continuous peak value time-delay of traveling wave reflected from A bus.

  • PDF

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

  • 심장선;이상권
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2001.05a
    • /
    • pp.590-595
    • /
    • 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.

  • PDF

Improved Rayleigh Wave Velocity Measurement Technique for Early-age Concrete Monitoring (초기 재령 콘크리트의 모니터링을 위한 개선된 레일리파 속도 측정 기법)

  • Shin Sung-Woo;Yun Chung-Bang;Popovics John S.;Song Won-Joon
    • Proceedings of the Computational Structural Engineering Institute Conference
    • /
    • 2006.04a
    • /
    • pp.97-103
    • /
    • 2006
  • A modified one-sided measurement technique is proposed for Rayleigh wave (R-wave) velocity measurement in concrete. The scattering from heterogeneity may affect the waveforms of R-waves in concrete, which may make the R-waves dispersive. Conventional one-sided techniques do not consider the scattering dispersion of R-waves in concrete. In this study, the maximum energy arrival concept is adopted to determine the wave velocity by employing its continuous wavelet transform. Experimental study was performed to show the effectiveness of the proposed method. The present method is applied to monitor the strength development of early-age concrete. A series of experiments were performed on early-age concrete specimens with various curing conditions. Results reveal that the proposed method can be effectively used to measure the R-wave velocity in concrete structures and to monitor the strength development of early-age concrete.

  • PDF

Wideband Lamb wave analysis based on continuous wavelet transform

  • Shi, Lihua;Wang, Xinwei;Li, Gang;Zhang, Lingyan
    • Smart Structures and Systems
    • /
    • v.1 no.3
    • /
    • pp.257-266
    • /
    • 2005
  • In Lamb wave detection of damages in smart structures, the excitation pulse is usually designed as a narrow band burst wave for the convenience of analysis and recognition. However, the wideband excitation can excite more modes in plate/shell structure and thus provides extra information for changes of the structure. This paper presents a method that can extract information in wideband Lamb wave signals. By transforming the detected signals into various sub-frequency band, the measured signal can be converted to its equivalences of narrow band excitations, therefore, the information in different frequency bands can be acquired from a single test and in the same time the complicity of wideband signal can be simplified. Some test results are provided to verify this method.