• 제목/요약/키워드: orthogonal decomposition

검색결과 218건 처리시간 0.021초

Dynamic Synchronous Phasor Measurement Algorithm Based on Compressed Sensing

  • Yu, Huanan;Li, Yongxin;Du, Yao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권1호
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    • pp.53-76
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    • 2020
  • The synchronous phasor measurement algorithm is the core content of the phasor measurement unit. This manuscript proposes a dynamic synchronous phasor measurement algorithm based on compressed sensing theory. First, a dynamic signal model based on the Taylor series was established. The dynamic power signal was preprocessed using a least mean square error adaptive filter to eliminate interference from noise and harmonic components. A Chirplet overcomplete dictionary was then designed to realize a sparse representation. A reduction of the signal dimension was next achieved using a Gaussian observation matrix. Finally, the improved orthogonal matching pursuit algorithm was used to realize the sparse decomposition of the signal to be detected, the amplitude and phase of the original power signal were estimated according to the best matching atomic parameters, and the total vector error index was used for an error evaluation. Chroma 61511 was used for the output of various signals, the simulation results of which show that the proposed algorithm cannot only effectively filter out interference signals, it also achieves a better dynamic response performance and stability compared with a traditional DFT algorithm and the improved DFT synchronous phasor measurement algorithm, and the phasor measurement accuracy of the signal is greatly improved. In practical applications, the hardware costs of the system can be further reduced.

근거리 힘 계산의 새로운 고속화 방법 (A New Fast Algorithm for Short Range Force Calculation)

  • 안상환;안철오
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2006년 제4회 한국유체공학학술대회 논문집
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    • pp.383-386
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    • 2006
  • In this study, we propose a new fast algorithm for calculating short range forces in molecular dynamics, This algorithm uses a new hierarchical tree data structure which has a high adaptiveness to the particle distribution. It can divide a parent cell into k daughter cells and the tree structure is independent of the coordinate system and particle distribution. We investigated the characteristics and the performance of the tree structure according to k. For parallel computation, we used orthogonal recursive bisection method for domain decomposition to distribute particles to each processor, and the numerical experiments were performed on a 32-node Linux cluster. We compared the performance of the oct-tree and developed new algorithm according to the particle distributions, problem sizes and the number of processors. The comparison was performed sing tree-independent method and the results are independent of computing platform, parallelization, or programming language. It was found that the new algorithm can reduce computing cost for a large problem which has a short search range compared to the computational domain. But there are only small differences in wall-clock time because the proposed algorithm requires much time to construct tree structure than the oct-tree and he performance gain is small compared to the time for single time step calculation.

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Characterization of CFRP Laminates′Layups Using Through-Transmitting Ultrasound Waves

  • Im, Kwang-Hee;David K. Hsu;Cho, Young-Tae;Park, Jae-Woung;Sim, Jae-Ki;Yang, In-Young
    • Journal of Mechanical Science and Technology
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    • 제16권3호
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    • pp.292-301
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    • 2002
  • Ultrasound waves interact strongly with the orientation and sequence of the plies in a layup when propagating in the thickness direction of composite laminates. Also the layup orientation greatly influences its properties in a composite laminate. If the layup orientation of a ply is misaligned, it could result in the part being rejected and discarded. Now, most researchers cut a small coupon from the waste edge and use a microscope to optically verify the ply sequences on important parts. This may add a substantial cost to the production since the test is both labor intensive and performed after the part is cured. A nondestructive technique would be very beneficial, which could be used to test the part after curing and requires less time than the optical test. Therefore we have developed, reduced, and implemented a novel ply-by-ply vector decomposition model for composite laminates fabricated from unidirectional plies. This model decomposes the transmission of a linearly polarized ultrasound wave into orthogonal components through each ply of a laminate. High probability is found, by comparisons between the model and tests, in characterizing cured layups of the laminates by using the proposed method.

MIMO-OFDM 시스템에서 적응비트로딩 알고리즘의 성능평가 (Performance Analysis of Adaptive Bitloading Algorithm in MIMO-OFDM Systems)

  • 이민혁;변건식
    • 한국정보통신학회논문지
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    • 제10권4호
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    • pp.752-757
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    • 2006
  • 고속데이터 전송이 요구되는 경우, OFDM(Orthogonal Frequency Division Multiplexing)은 다중경로에 의해 발생되는 주파수 선택성 페이딩에 쉽게 대처할 수 있다는 장점 때문에 다양한 고속 무선 통신 시스템에 채택되어왔다. 본 논문에서는 최적의 적응 비트로딩 알고리즘을 제안하고, 이를 확인하기 위해 SISO(Single Input Single Output)-OFDM 시스템에 이 알고리즘을 적용하고 고정 변조를 사용하는 SISO-OFDM과 비교 분석 하였다. 특히 다중 경로페이딩 채널에서 채널을 알고 있는 경우, MIMO(Multiple Input Multiple Output) 시스템의 적응 비트로딩을 시험하기 위해, 특이치 분해(SVD : Singular Value Decomposition)를 사용하여 MIMO 채널을 SISO 채널로 병렬 분해하여, 제안한 적응비트로딩 알고리즘을 적용하였다. 시뮬레이션 결과, 적응 비트로딩 MIMO-OFDM 시스템은 SISO-OFDM 시스템 보다 BER 성능이 우수함을 확인하였다.

초음파 트랜스듀셔 투과법을 이용한 CFRP 복합적층판의 특성평가 (Characteristics Evaluation of CFRP Composite Laminates Using a Through-Transmission Method of Ultrasonic Transducers)

  • 임광희;나승우;강태식;김선규;김지훈;이현;박제웅;심재기;양인영
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 춘계학술대회논문집A
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    • pp.401-406
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    • 2001
  • When propagating the thickness direction of composite laminates ultrasound waves interacts strongly with the orientation and sequence of the plies in a layup. Also the layup orientation greatly influences its properties in a composite laminate. If one ply of the layup orientation is misaligned, it could result in the part being rejected and discarded. Now, most researchers cut a small coupon from the waste edge and use a microscope to optically verify the ply sequences on important parts. Those may add a substantial cost to the product since the test is both labor hard and performed after the part is cured. A nondestructive technique would be very beneficial, which could be used to test the part after curing and require less time than the optical test. Therefore we have developed, reduced, and implemented a novel ply-by-ply vector decomposition model for composite lam mates fabricated from unidirectional plies. This model decomposes the transmission of a linearly polarized ultrasound wave into orthogonal components through each ply of a laminate. It is found that a high probability shows between the model and tests developed in characterizing cured layups of the laminates.

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MJO의 다중스케일 분석을 통한 수십년 변동성 (A multi-scale analysis of the interdecadal change in the Madden-Julian Oscillation)

  • 이상헌;서경환
    • 대기
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    • 제21권2호
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    • pp.143-149
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    • 2011
  • A new multi-timescale analysis method, Ensemble Empirical Mode Decomposition (EEMD), is used to diagnose the variation of the MJO activity determined by 850hPa and 200hPa zonal winds from the National Centers for Environmental Prediction/National Center for Atmospheric Research (NCEP/NCAR) Reanalysis data for the 56-yr period from 1950 to 2005. The results show that MJO activity can be decomposed into 9 quasi-periodic oscillations and a trend. With each level of contribution of the quasi-periodic oscillation discussed, the bi-seasonal oscillation, the interannual oscillation and the trend of the MJO activity are the most prominent features. The trend increases almost linearly, so that prior to around 1978 the activity of the MJO is lower than that during the latter part. This may be related to the tropical sea surface temperature(SST). It is speculated that the interdecadal change in the MJO activity appeared in around 1978 is related to the warmer SST in the equatorial warm pool, especially over the Indian Ocean.

Monte Carlo simulation for the response analysis of long-span suspended cables under wind loads

  • Di Paola, M.;Muscolino, G.;Sofi, A.
    • Wind and Structures
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    • 제7권2호
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    • pp.107-130
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    • 2004
  • This paper presents a time-domain approach for analyzing nonlinear random vibrations of long-span suspended cables under transversal wind. A consistent continuous model of the cable, fully accounting for geometrical nonlinearities inherent in cable behavior, is adopted. The effects of spatial correlation are properly included by modeling wind velocity fluctuation as a random function of time and of a single spatial variable ranging over cable span, namely as a one-variate bi-dimensional (1V-2D) random field. Within the context of a Galerkin's discretization of the equations governing cable motion, a very efficient Monte Carlo-based technique for second-order analysis of the response is proposed. This procedure starts by generating sample functions of the generalized aerodynamic loads by using the spectral decomposition of the cross-power spectral density function of wind turbulence field. Relying on the physical meaning of both the spectral properties of wind velocity fluctuation and the mode shapes of the vibrating cable, the computational efficiency is greatly enhanced by applying a truncation procedure according to which just the first few significant loading and structural modal contributions are retained.

참조 벡터의 직교화 방법을 이용한 부분공간 간섭 정렬 (Subspace Interference Alignment by Orthogonalization of Reference Vectors)

  • 서종필;김현수;이윤주;권동승;김지형;정재학
    • 한국통신학회논문지
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    • 제35권1A호
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    • pp.54-61
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    • 2010
  • 본 논문에서는 셀룰러 환경에서 셀 간 간섭을 완화시키기 위한 부분공간 간섭 정렬 방법을 실제 시스템에 적용할 때 발생하는 채널 분리 오차와 채널 추정 오차에 따른 성능 열화를 개선시키기 위한 수신단 직교화를 통한 간섭 정렬 방법을 제안하였다. 제안된 방법은 셀 마다 서로 직교하는 참조 벡터를 사용함으로써 채널 분리 오차와 채널 추정 오차에 인해 남아있는 간섭신호를 줄여준다. 전산 모의 실험을 통해 채널 추정 오차가 발생하는 환경에서 제안된 방법을 통해 기존의 방법에 비해 향상된 합용량을 얻을 수 있었다.

Experimental analysis of the aerodynamic characteristics of a rectangular 5:1 cylinder using POD

  • Cardenas-Rondon, Juan A.;Ogueta-Gutierrez, Mikel;Franchini, Sebastian;Gomez-Ortega, Omar
    • Wind and Structures
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    • 제34권1호
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    • pp.29-42
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    • 2022
  • Following the BARC initiative, wind tunnel measurements have been performed on a 5:1 rectangular cylinder. Pressure distribution has been measured in several sections, checking the two-dimensionality of the flow around the model. Mean values compare well with previous data. These measurements have been processed using the standard Proper Orthogonal Decomposition (POD) and the snapshot POD to obtain phase-resolved cycles. This decomposition has been used to analyze the characteristics of the flow around the cylinder, in particular, the behavior of the recirculation bubble in the upper/lower surfaces. The effect of the angle of attack, the turbulence intensity and the Reynolds number has been studied. First and second modes extracted from POD have been found to be related to the reattachment of the flow in the upper surface. Increasing the angle of attack is related to a delay in the reattachment position, while an increase in turbulence intensity makes the reattachment point to move towards the windward face.

비선형 감마 곡선 알고리즘 개선을 위한 구간 분할 다항식 곡선 접합 (The Segmented Polynomial Curve Fitting for Improving Non-linear Gamma Curve Algorithm)

  • 장정훈;조호상;장원우;강봉순
    • 융합신호처리학회논문지
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    • 제12권3호
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    • pp.163-168
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    • 2011
  • 본 논문은 감마보정을 위한 비선형 곡선 알고리즘의 개선에 관한 연구이다. 기존의 비선형 감마 곡선 생성 방법은 Gauss-Jordan 역행렬을 적용한 최소 자승 다항식(Least Square Polynomial)을 사용하였다. 이 방법은 다항식 계수 값 계산 과정 중 고차행렬의 역행렬 연산에서 $10^{-11}$ 이하의 매우 작은 값은 절단함으로써 곡선접합의 정밀도가 감소된다. 또한 입력으로 사용되는 샘플 포인트가 10-bit 기준으로 0~1023의 밝기 값에 대하여 고루 분포되어있는 경우에만 정확한 동작이 가능하다. 본 논문은 이러한 기존 알고리즘의 단점을 보완하기 위하여, 고차 다항식의 계수 값을 반데몬드 행렬(Vandemond Matrix)에 SVD분해(Singular Value Decomposition)와 QR분해법(QR Decomposition)을 적용하여 행렬의 고유치와 직교성분만으로 연산하였다 또한, 입력 데이터의 구간을 분할하여 각 구간의 다항식을 생성하고, 새롭게 생성된 다항식을 이용하여 곡선 접합을 수행하도록 하였다. 입력 데이터와 곡선 접합결과의 평균제곱오차(Mean Square Error: MSE)와 표준편차(Standard Deviation: STD)를 통한 오차율 비교 결과 최하위 비트(Least Significant Bit: LSB) 에러 범위에서 MSE가 약 $10^{-9}$ 이고 STD는 약 $10^{-5}$로 정밀도가 향상되었다.