• 제목/요약/키워드: Fourier Frequency

검색결과 1,296건 처리시간 0.026초

Numerical study of anomaly detection under rail track using a time-variant moving train load

  • Chong, Song-Hun;Cho, Gye-Chun;Hong, Eun-Soo;Lee, Seong-Won
    • Geomechanics and Engineering
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    • 제13권1호
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    • pp.161-171
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    • 2017
  • The underlying ground state of a railway plays a significant role in maintaining the integrity of the overlying concrete slab and ultimately supporting the train load. While effective nondestructive tests have been used to evaluate the rail track system, they can only be performed during non-operating time due to the stress wave generated by active sources. In this study, finite element numerical simulations are conducted to investigate the feasibility of detecting unfavorable substructure conditions by using a moving train load. First, a train load module is developed by converting the train load into time-variant equivalent forces. The moving forces based on the shape functions are applied at the nodes. A parametric study that takes into account the bonding state and the train class is then performed. All the synthetic signals obtained from numerical simulations are analyzed at the frequency domain using a Fast Fourier transform (FFT) and at the time-frequency domain using a Short-Time Fourier transform (STFT). The presence of a void condition amplifies the acceleration amplitude and the vibration response. This study confirms the feasibility of using a moving train load to systematically evaluate a rail track system.

SLM 기반의 OFDM 통신 시스템을 위한 계산 복잡도 저감 기법 (A Computational Complexity Reduction Scheme for SLM Based OFDM Communication Systems)

  • 조수범;현광민;박상규
    • 인터넷정보학회논문지
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    • 제13권2호
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    • pp.13-20
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    • 2012
  • OFDM (Orthogonal Frequency Division Multiplexing) 시스템에서 SLM (Selected Mapping)은 전송신호의 왜곡 없이 PAPR (Peak-to-Average Power Ratio)을 효율적으로 줄일 수 있는 기법이다. 하지만, 충분한 후보 OFDM 신호를 생성하기 위해서는 많은 양의 IFFT (Inverse Fast Fourier Transform) 연산을 필요로 하고, 이는 SLM 기법을 매우 복잡하게 만든다. 따라서 본 논문에서는 첫 번째 후보 OFDM 신호를 변환하여 나머지 IFFT 연산들을 대체하는 새로운 SLM 기법을 제안한다. 제안된 기법은 기존의 SLM 기법과 비교하여 거의 같은 PAPR 저감 성능을 보임과 동시에 계산 복잡도는 크게 감소 시킬 수 있다.

주파수 영역에서 잡음 제거를 위한 고속 적응 디지털 필터 설계 (Design of the fast adaptive digital filter for canceling the noise in the frequency domain)

  • 이재경;윤달환
    • 대한전자공학회논문지SP
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    • 제41권3호
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    • pp.231-238
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    • 2004
  • 주파수 영역에서의 적응 신호처리는 입력의 자기 상관 행렬에 이산 퓨리에 변환(DFT Discrete Fourier Transform)을 이용할 때 거의 대각선화 되는 특성으로 인해 시간영역 적응필터보다 주파수 영역 적응 필터가 빠르게 적응한다. 본 논문에서는 변형된 이산 퓨리에 변환(MDFT: modified DFT)을 이용하여 주파수 영역 적응 필터를 설계함으로써 안정한 수렴 속도를 갖는 잡음 제거 시스템을 제안한다. 제안한 구조는 MDFT를 이용하여 연산수를 최소화하며, 안정한 수렴을 유지하면서 블록 없는 처리를 할 수 있고, 최적의 수렴 속도를 위해 입력 자기 상관 행렬에 MDFT를 사용해 근사적으로 대각화 시키고 시간적으로 변하는 스텝 크기를 정규화 하는 고속 적응 잡음 제거(HANR: high speed adaptive noise reduction) 알고리즘이다. HANR 알고리즘을 적용한 필터는 DFT변환법을 사용한 LMS방법(non-proposed)보다 30%정도의 속도 개선이 있다.

Enhanced Startup Diagnostics of LCL Filter for an Active Front-End Converter

  • Agrawal, Neeraj;John, Vinod
    • Journal of Power Electronics
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    • 제18권5호
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    • pp.1567-1576
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    • 2018
  • The reliability of grid-connected inverters can be improved by algorithms capable of diagnosing faults in LCL filters. A fault diagnostic method during inverter startup is proposed. The proposed method can accurately generate and monitor information on the peak value and the location of the peak frequency component of the step response of a damped LCL filter. To identify faults, the proposed method compares the evaluated response with the response of a healthy higher-order damped LCL filter. The frequency components in the filter voltage response are first analytically obtained in closed form, which yields the expected trends for the filter faults. In the converter controller, the frequency components in the filter voltage response are computed using an appropriately designed fast Fourier transform and compared with healthy LCL response parameters using a finite state machine, which is used to sequence the proposed startup diagnostics. The performance of the proposed method is validated by comparing analytical results with the simulation and experimental results for a three-phase grid-connected inverter with a damped LCL filter.

Signal processing method of bubble detection in sodium flow based on inverse Fourier transform to calculate energy ratio

  • Xu, Wei;Xu, Ke-Jun;Yu, Xin-Long;Huang, Ya;Wu, Wen-Kai
    • Nuclear Engineering and Technology
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    • 제53권9호
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    • pp.3122-3125
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    • 2021
  • Electromagnetic vortex flowmeter is a new type of instrument for detecting leakage of steam generator, and the signal processing method based on the envelope to calculate energy ratio can effectively detect bubbles in sodium flow. The signal processing method is not affected by changes in the amplitude of the sensor output signal, which is caused by changes in magnetic field strength and other factors. However, the detection sensitivity of the electromagnetic vortex flowmeter is reduced. To this end, a signal processing method based on inverse Fourier transform to calculate energy ratio is proposed. According to the difference between the frequency band of the bubble noise signal and the flow signal, only the amplitude in the frequency band of the flow signal is retained in the frequency domain, and then the flow signal is obtained by the inverse Fourier transform method, thereby calculating the energy ratio. Using this method to process the experimental data, the results show that it can detect 0.1 g/s leak rate of water in the steam generator, and its performance is significantly better than that of the signal processing method based on the envelope to calculate energy ratio.

Frequency analysis of GPS data for structural health monitoring observations

  • Pehlivan, Huseyin
    • Structural Engineering and Mechanics
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    • 제66권2호
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    • pp.185-193
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    • 2018
  • In this study, low- and high-frequency structure behaviors were identified and a systematic analysis procedure was proposed using noisy GPS data from a 165-m-high tower in ${\dot{I}}stanbul$, Turkey. The raw GPS data contained long- and short-periodic position changes and noisy signals at different frequencies. To extract the significant results from this complex dataset, the general structure and components of the GPS signal were modeled and analyzed in the time and frequency domains. Uncontrolled jumps and deviations involving the signal in the time domain were pre-filtered. Then, the signal was converted to the frequency domain after applying low- and high-pass filters, and the frequency and periodic component values were calculated. The spectrum of the tower motion obtained from the filtered GPS data had dominant peaks at a low frequency of $1.15572{\times}10-4Hz$ and a high frequency of 0.16624 Hz, consistent with two equivalent GPS datasets. Then, the signal was reconstructed using inverse Fourier transform with the dominant low frequency values to obtain filtered and interpretable clean signals. With the proposed sequence, processing of noisy data collected from the GPS receivers mounted very close to the structure is effective in revealing the basic behaviors and features of buildings.

Pass-by계측과 NCPX계측에 의한 주파수 별 음압 예측 모델 개발에 관한 연구 (A Study on Development of the Prediction Model Related to the Sound Pressure in Terms of Frequencies, Using the Pass-by and NCPX Method)

  • 김도완;문성호;안덕순;손현장
    • 한국도로학회논문집
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    • 제15권6호
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    • pp.79-91
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    • 2013
  • PURPOSES : The methods of measuring the sound from the noise source are Pass-by method and NCPX (Noble Close Proximity) method. These measuring methods were used to determine the linkage of TAPL (Total Acoustic Pressure Level) and SPL (Sound Pressure Level) in terms of frequencies. METHODS : The frequency analysis methods are DFT (Discrete Fourier Transform) and FFT (Fast Fourier Transform), CPB (Constant Percentage Bandwidth). The CPB analysis was used in this study, based on the 1/3 octave band option configured for the frequency analysis. Furthermore, the regression analysis was used at the condition related to the sound attenuation effect. The MPE (Mean Percentage Error) and RMSE (Root Mean Squared Error) were utilized for calculating the error. RESULTS : From the results of the CPB frequency analysis, the predicted SPL along the frequency has 99.1% maximum precision with the measured SPL, resulting in roughly 1 dB(A) error. The TAPL results have precision by 99.37% with the measured TAPL. The predicted TAPL results at this study by using the SPL prediction model along the frequency have the maximum precision of 98.37% with the vehicle velocity. CONCLUSIONS : The Predicted SPL model along the frequency and the TAPL result by using the predicted SPL model have a high level of accuracy through this study. But the vehicle velocity-TAPL prediction model from the previous study by using the log regression analysis cannot be consistent with the TAPL result by using the predicted SPL model.

도약 FM/BFSK 시스템에서 블라인드 도약 위상 추정기 (A Blind Hopping Phase Estimator in Hopped FM/BFSK Systems)

  • 성진숙;정민아;김경호;이성로
    • 한국통신학회논문지
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    • 제39C권7호
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    • pp.573-581
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    • 2014
  • 본 논문에서는 주파수 도약 대역확산 시스템에서 도약에 대한 사전 정보 없이 수신신호를 복조 할 수 있는 도약 위상 추정기를 제안하였다. 복조 과정은 첫째 샘플링 된 수신 신호를 DFT(Discrete Fourier Transform)를 한 후 도약 대역 내에 존재하는 신호 중 가장 큰 크기를 갖는 주파수 성분을 선택한다. 둘째 검출된 신호는 차곱 과정과 다운샘플링을 통하여 기저대역신호로 변환된 후 도약위상 추정기에서 도약 주파수에 의해서 발생된 도약 위상을 추정한다. 제안된 위상 추정기의 수학적 모델에 대한 성능 분석을 위해 확률밀도함수 및 분산 성능을 구하고 모의실험 결과와 비교하여 잘 일치함을 확인하였다.

농업용 트랙터의 과도 진동 분석 (Transient Vibration Analysis of an Agricultural Tractor)

  • 김용준;김경욱
    • Journal of Biosystems Engineering
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    • 제26권6호
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    • pp.509-516
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    • 2001
  • This paper introduced some advantages of the time-frequency analysis of vibration and investigated, using the time-frequency transform, the characteristics of the transient motion of a tractor seat, which occurred during the tractor traversed over a rectangular obstacle on the flat surface. The characteristics of the short-time courier and wavelet transforms as time-frequency analysis methods were introduced and discussed to figure out which is more suitable to the analysis of the transient motions of agricultural tractors. Using each transform, transient vibration of a tractor seat was analyzed. Results of the analysis showed that the transient vibration of the seat was influenced by the natural frequencies of vertical mode of chassis, pitching mode of engine and pitching mode of cab of the tractor. The time sequence of the natural mode of tractor vibration was also revealed by the time-frequency analysis. The vibration path analysis by the time-frequency transform showed that the vibration energies transmitted from the front mounts to the seat were less than those from the rear mounts. The energy reduction ratios between the cab mounts and seat were also estimated to be about 72∼78%. The front mounts showed larger reduction than the rear mounts. However, the reduction difference between the right and left sides mounts was negligibly small. The short time Fourier transform was found to be a proper method for investigating the transient motions of farm machines and their effects on the ride vibration.

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재배치 시간-주파수 해석을 이용한 슬라이더 공기베어링의 비정상 거동 연구 (Study on the Nonstationary Behavior of Slider Air Bearing Using Reassigned Time -frequency Analysis)

  • 정태건
    • 한국소음진동공학회논문집
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    • 제16권3호
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    • pp.255-262
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    • 2006
  • Frequency spectrum using the conventional Fourier analysis gives adequate information about the dynamic characteristics of the slider air bearing for the linear and stationary cases. The intermittent contacts for the extremely low flying height, however, generate nonlinear and nonstationary vibration at the instant of contact. Nonlinear dynamic model should be developed to simulate the impulse response of the air bearing during slider-disk contact. Time-frequency analysis is widely used to investigate the nonstationary signal. Several time-frequency analysis methods are employed and compared for the slider vibration signal caused by the impact against an artificially induced scratch on the disk. The representative Wigner-Ville distribution leads to the severe interference problem by cross terms even though it gives good resolution both in time and frequency. The smoothing process improves the interference problem at the expense of resolution. In order to get the results with good resolution and little interference, the reassignment method is proposed. Among others the reassigned Gabor spectrogram shows the best resolution and readability with negligible interference.