• 제목/요약/키워드: Transform Domain Analysis

검색결과 329건 처리시간 0.022초

Wavelet 변환을 이용한 분산성 판파의 군속도와 음원 위치 결정 (Determination of the Group Velocity and Source Location of Dispersive Plate Waves using Wavelet Transform)

  • 장영수;정현조
    • 대한기계학회논문집A
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    • 제24권4호
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    • pp.1024-1031
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    • 2000
  • The plate waves propagating in thin plates have dispersive nature showing the dependence of velocities on the frequency. Wavelet transform (WT) using Gabor function can be used to analyze the dispersive waves in the time-frequency domain, and then to find the arrival time of the waves propagating in the plate. Plate waves in the aluminum plate of 3 mm thickness were identified and generated by pencil lead breaks and the lowest order symmetric ($S_o$) and antisymmetric ($A_o$) modes were analyzed by the WT method. The measured group velocities agreed very well with theoretical predictions in the frequency range of 50-400 kHz. The pencil breaks were also used to simulate acoustic emission sources in the plate, and the source location algorithm using the wavelet transform of dispersive plate waves was found to give accurate results.

이산 웨이블릿 변환을 이용한 형단조 공정의 예비성형용 금형 설계에 관한 연구 (A Study on the Blocker Design of Closed Die Forging with Discrete Wavelet Transform)

  • 한상훈;임성한;오수익
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2003년도 춘계학술대회논문집
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    • pp.27-33
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    • 2003
  • In closed-die forging process, blocker has been used to fill and distribute metal well in finisher die. Generally, the blocker shape was determined by an expert with many experiences. However, the manual blocker design process takes much time and efforts, so various automatic methods for the blocker design process have been suggested for the last three decades. The method with filtering in FFT (Fast Fourier Transform) for the blocker design provides general solution than other methods. But, due to the properties of FFT in time-frequency domain, this method has some drawbacks such as long calculation time, difficulty of local control and additional boundary process after filtering. In this study, DWT (Discrete Wavelet Transform), which is more flexible and is more wildly used than FFT, is applied to the blocker design. The method with filtering in DWT is very proper to design blocker in both 2-D and 3-D shapes. To verify the efficiency of this method, blockers of some models are designed and the results show that blocker design with DWT is effective fer the blocker designs

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웨이브릿 변환과 인공신경망 기법을 이용한 소형 왕복동 압축기의 상태 분류 (Condition Classification for Small Reciprocating Compressors Using Wavelet Transform and Artificial Neural Network)

  • 임동수;양보석;안병하;;김동조
    • 동력기계공학회지
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    • 제7권2호
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    • pp.29-35
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    • 2003
  • The monitoring and diagnostics of the rotating machinery have been received considerable attention for many years. The objectives are to classify the machinery condition and to find out the cause of abnormal condition. This paper describes a classification method of diagnosing the small reciprocating compressor for refrigerators using the artificial neural network and the wavelet transform. In order to extract salient features, the wavelet transform are used from primary noise signals. Since the wavelet transform decomposes raw time-waveform signals into two respective parts in the time space and frequency domain, more and better features can be obtained easier than time-waveform analysis. In the training phase for classification, self-organizing feature map(SOFM) and learning vector quantization(LVQ) are applied, and the accuracies of them ate compared with each other. This paper is focused on the development of an advanced signal classifier to automatize the vibration signal pattern recognition. This method is verified by small reciprocating compressors, for refrigerator and normal and abnormal conditions are classified with high flexibility and reliability.

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이산 웨이블릿 변환을 이용한 형단조 공정의 예비성형용 금형 설계 (Blocker Design of Closed Die Forging with Wavelet Transform)

  • 한상훈;임성한;오수익
    • 소성∙가공
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    • 제12권4호
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    • pp.277-283
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    • 2003
  • In a closed-die forging process, blocker has been used to fill and distribute metal well in finisher die. Generally, the blocker shape was determined by an expert with many experiences. However, the manual blocker design process takes much time and efforts, so various automatic methods for the blocker design process have been suggested for the last three decades. The method with filtering in FFT (Fast Fourier Transform) for the blocker design provides general solution than other methods. But. due to the properties of FFT in time-frequency domain, this method has some drawbacks such as long calculation time, difficulty of local control and additional boundary process after filtering. In this study. DWT (Discrete Wavelet Transform), which is more flexible and is more wildly used than FFT, is applied to the blocker design. The method with filtering in DWT is very proper to design blocker in both 2-D and 3-D shapes. To verify the efficiency of this method, blockers of some models are designed and the results show that blocker design with DWT is effective for the blocker designs.

열음향학적 불안정성 검출에 대한 개선된 힐버트-후앙 변환의 적용 (Applications of the improved Hilbert-Huang transform method to the detection of thermo-acoustic instabilities)

  • 차지형;김영석;고상호
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2012년도 제38회 춘계학술대회논문집
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    • pp.555-561
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    • 2012
  • Empirical Mode Decomposition(EMD)을 통한 Hilbert Huang Transform(HHT)은 시간-주파수 영역분석 방법 중 하나로 기존의 다른 분석 방법에 비해 비선형, 비정상 신호를 해석 가능하다는 등 여러가지 이점이 있다. 그러나 인접한 주파수를 분별하기 힘들고 잡음에 취약하다는 결점이 있다고 알려져 있다. 본 논문에서는 HHT와 정상신호 분석에 효과적인 Short-Time Fourier Transform(STFT)을 비교하여 각 방법의 장 단점을 분석하고 Rijke 튜브 실험에서 얻은 열음향학적 불안정 데이터에 적용하여 잡음에 취약한 점을 보완한 Improved HHT와 비교한다. 그 결과, EMD를 이용한 Original HHT보다 EEMD를 이용한 Improved HHT가 잡음의 영향을 적게 받아 보다 정확한 신호분석이 가능하다는 것을 알 수 있었다.

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MDCT/IMDCT의 계산 복잡도를 개선하기 위한 효율적인 알고리즘 (An Efficient Algorithm for Improving Calculation Complexity of the MDCT/IMDCT)

  • 조양기;이원표;김희석
    • 대한전자공학회논문지SP
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    • 제40권6호
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    • pp.106-113
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    • 2003
  • Modified Discrete Cosine Transform (MDCT)와 역변환인 IMDCT는 서브밴드 및 변환 코딩 기법에서 시간 영역 에일리어징 제거(Time Domain Aliasing Cancellation)를 기반으로 하는 분석/합성 필터 뱅크로서 채택되고 있으며, MPEG 오디오 표준의 레이어-Ⅲ에서 가장 많은 연산 량을 필요로 한다 본 논문에서는 MDCT/IMDCT를 효율적으로 계산할 수 있는 새로운 알고리즘을 제안하였다. 제안한 알고리즘은 DCT를 이용하여 MDCT/IMDCT를 계산하는 알고리즘에 기반을 두고 있기 때문에, MDCT/IMDCT 계산을 위해 두 개의 DCT-Ⅱ를 이용한다. 더불어, 제안한 알고리즘은 4로 나누어지는 길이의 입력을 갖는 MDCT/IMDCT의 계산에도 적용할 수 있다. 제안한 알고리즘은 계산 복잡도 면에서 기존의 알고리즘들과 비교하여 적은 계산 량을 필요로 하며, 구조적인 면에서 병렬적인 구조로 나타낼 수 있기 때문에, VLSI 구현에 매우 적합하다.

사각형 유한요소망의 자동생성 (Automatic Mesh Generation with Quadrilateral Finite Elements)

  • 채수원;신보성;민중기
    • 대한기계학회논문집
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    • 제17권12호
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    • pp.2995-3006
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    • 1993
  • An automatic mesh generation scheme has been developed for finite element analysis with two-dimensional, quadrilateral elements. The basic strategies of the method are to transform the analysis domain into loops with key nodes and the loops are recursively subdivided into subloops with the use of best split lines. Finally by using the basic loop operators, the meshes are completed. In this algorithm an eight-node loop operator is proposed, which is useful in the area where the change of element size is large and the splitting criteria for subdividing the loops have also been modified to the existing algorithms. Lines, arcs, and cubic spline curves are used to define the boundaries of analysis domain. Sample meshes for several geometries are presented to demonstrate the robustness of the algorithm.

시간 영역 유한 차분법을 이용한 마이크로스트립 구조의 풀-웨이브 해석 (Full-Wave Analysis of Microstrip Structures by Time-Domain Finite Difference (TDFD) Method)

  • 김동욱;홍성철;이기로
    • 전자공학회논문지A
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    • 제29A권7호
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    • pp.31-38
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    • 1992
  • In this paper, numerical analysis package using Time-Domain Finite Difference (TDFD) method is developed to solve the initial value problem of Maxwell's equation and applied to several microstrip structures. TDFD allows us to show graphically the evolution of the crosswalk between microstrip lines. Moreover, we can obtain transmission line parameters and scattering parameters through Fourier transform of TDFD results in easy and efficient ways. TDFD is successfully applied to :1) wide band electromagnetic wave propagation along the single microstrip line, 2) crosswalk analysis between two microstrip lines, and 3) three metal line side-coupled filter. Our results show much better agreement with other theoretical experimental results reported in the literature. Thus we expect that TDFD is very useful to designing MMIC(Monolithic Microwave Integrated Circuit).

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RLSA 설계를 위한 주기적으로 배열된 슬롯을 통한 결합의 효율적인 해석 (Efficient Analysis of Couplings through Periodically Arranged Slots in a Radial Line Slot Antenna)

  • 이중원;김용훈;박종국;남상욱
    • 한국전자파학회논문지
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    • 제12권6호
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    • pp.931-939
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    • 2001
  • DBS(Direct Broadcast Satellite) 수신용 radial-line slot antenna(RLSA)의 설계를 위한 슬롯을 통한 결합 특성을 해석하였다. RLSA에서 이미 제안된, narrow wall이 주기 경계 조건(periodic boundary condition)을 만족시키고 wide wall에 슬롯이 주기적으로 배열되어 있는 구형 도파관 모델을 이용하였다. 자장 적분 방정식과 필요한 그린 함수를 유도하여 모멘트 법으로 풀었다. 이때 수치 해석의 효율을 극대화하고 그린 함수에 의한 특이점 문제를 해결하기 위해 entire domain 기저 함수와 sub-domain 기저 함수를 모두 사용하였다. 한편 그린 함수를 빠르게 계산하기 위한 가속화 방법으로 구형 도파관 영역은 Ewald합 기법을, 반공간 영역은 Shanks 변환을 이용하였다. 시뮬레이션 결과로부터 RLSA의 설계에 이용되는 다양한 변수들이 결합에 미치는 영향을 예측할 수 있었다.

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지진관측자료의 효과적인 활용에 관한 고찰 (Best Use of the Measured Earthquake Data)

  • 연관희;박동희;김성주;최원학;장천중
    • 한국지진공학회:학술대회논문집
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    • 한국지진공학회 2001년도 추계 학술발표회 논문집 Proceedings of EESK Conference-Fall 2001
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    • pp.36-43
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    • 2001
  • In Korea, we are absolutely short of earthquake data in good quality from moderate and large earthquakes, which are needed fur the study of strong ground motion characteristics. This means that the best use of the available data is needed far the time being. In this respect, several methods are suggested in this paper, which can be applied in the process of data selection and analysis. First, it is shown that the calibration status of seismic stations can be easily checked by comparing the spectra from accelerometer and velocity sensor both of which are located at the same location. Secondly, it is recommended that S/N ratio in the frequency domain should be checked before discarding the data by only look of the data in time domain. Thirdly, the saturated earthquake data caused by ground motion level exceeding the detection limit of a seismograph are considered to see if such data can be used for spectrum analysis by performing numerical simulation. The result reveals that the saturated data can still be used within the dominant frequency range according to the levels of saturation. Finally, a technique to minimize the window effect that distorts the low frequency spectrum is suggested. This technique involves detrending in displacement domain once the displacement data are obtained by integration of low frequency components of the original data in time domain. Especially, the low frequency component can be separated by using discrete wavelet transform among many alternatives. All of these methods mentioned above may increase the available earthquake data and frequency range.

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