• Title/Summary/Keyword: Log interpolation

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Incorporation of Historical Data into GEV Distribution with EMA (GEV 분포와 역사 자료 이용 알고리즘 EMA의 접목)

  • Sung, Jang-Hyun;Kim, Young-Oh
    • Proceedings of the Korea Water Resources Association Conference
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    • 2008.05a
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    • pp.209-213
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    • 2008
  • 재현기간이 수백년 이상인 이상홍수의 초과확률을 추정하기 위해서는 재현기간 이상의 홍수자료를 이용해 내삽(interpolation)을 해야 하지만 현재 우리나라의 체계적(systematic) 관측자료 기간은 이에 훨씬 미치지 못한다. 따라서, 역사 자료(historical data)를 이용해 자료 길이를 확장하는 방법, 홍수자료에 비해 비교적긴 강우자료와 유출 모형에 의한 합성자료를 이용하는 방법 등이 사용되어 왔다. 본 연구에서는 역사 자료와 체계적 관측자료를 효율적으로 결합할 수 있는 EMA(Expected Moment Algorithm) 기법을 연구하였다. EMA는 Cohn 등(1997)에 의해 제안된 방법으로 미국의 공식 분포인 LP3(Log-Pearson type 3) 분포를 대상으로 반복 계산을 통해 매개변수를 추정하는 기법으로서 본 연구에서는 LP3 분포 대신에 최근 국내 홍수빈도해석 시 많이 쓰이고 있는 GEV(Generalized Extreme Value) 분포를 대상으로 EMA 절차를 이론적으로 유도하였다.

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Development of an Automatic Excitation Characteristics Measurement System of the Protective Relaying CT (보호계전기용 CT의 여자특성 자동측정 시스템 개발)

  • Kwon, Sung-Won;Kim, Mun-Seog;Kim, Jae-Young;Lee, Sung-Ha;Jung, Jae-Kap
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.868-869
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    • 2008
  • An automatic excitation characteristics measurement system for the protective relaying current transformer(CT) with accuracy of about 1 % has been developed. The system can be used up to 2 kV and 10 A at power frequency. The developed system can calculate the voltage and current at knee points of $30^{\circ}$ and $45^{\circ}$ tangents in accordance with IEEE standard by the interpolation in log scale. The excitation curve of the CT is plotted in auto-scale simultaneously with measuring rms voltage and current at the secondary of the CT.

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Study of Butterfly Valve Loss Coefficient Equation (버터플라이밸브 손실계수 표현식에 관한 연구)

  • Park, Jong-Ho;Park, Han-Yung
    • The KSFM Journal of Fluid Machinery
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    • v.14 no.4
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    • pp.31-37
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    • 2011
  • Linear curve or hyperbolic curve interpolation equations have been used to represent loss coefficient of butterfly valve according to a certain opening(for example, each 10 degree up to 90 degree) so far, and these equations are not precise and inconvenient to use with computer programming. Method of representing loss coefficient of butterfly valve using experiment data with several equations is presented and It is verified that log equation is most precise and convenient to use with computer programming in this research.

The Design of the IIR Differintegrator and its Application in Edge Detection

  • Jain, Madhu;Gupta, Maneesha;Jain, N.K.
    • Journal of Information Processing Systems
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    • v.10 no.2
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    • pp.223-239
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    • 2014
  • New IIR digital differintegrators (differentiator and integrator) with very minor absolute relative errors are presented in this paper. The digital integrator is designed by interpolating some of the existing integrators. The optimum value of the interpolation ratio is obtained through linear programming optimization. Subsequently, by modifying the transfer function of the proposed integrator appropriately, new digital differentiator is obtained. Simulation results demonstrate that the proposed differintegrator are a more accurate approximation of ideal ones, than the existing differintegrators. Furthermore, the proposed differentiator has been tested in an image processing application. Edges characterize boundaries and are, therefore, a problem of fundamental importance in image processing. For comparison purpose Prewitt, Sobel, Roberts, Canny, Laplacian of Gaussian (LOG), Zerocross operators were used and their results are displayed. The results of edge detection by some of the existing differentiators are also provided. The simulation results have shown the superiority of the proposed approach over existing ones.

Development and Validation of Predictive Models of Esherichia coli O157:H7 Growth in Paprika (파프리카에서 병원성 대장균의 성장예측 모델 개발 및 검증)

  • Yun, Hyejeong;Kim, Juhui;Park, Kyeonghun;Ryu, Kyoung-Yul;Kim, Byung Seok
    • Journal of Food Hygiene and Safety
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    • v.28 no.2
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    • pp.168-173
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    • 2013
  • This study was carried out to develop and validate predictive models of E. coli O157:H7 growth. Growth data of E. coli O157:H7 in Paprika were collected at 12, 24, 30 and $36^{\circ}C$. The population increased into 3.0 to 3.8 log10 CFU/g within 4 days, then continued to increase at a slower rate through 10 days of storage at $12^{\circ}C$. The lag time (LT) and maximum specific growth rate (SGR) obtained from each primary model was then modeled as a function of temperature using Davey and square root equations, respectively. For interpolation of performance evaluation, growth data for a mixture of E. coli O157:H7 were collected at time intervals in paprika incubated at the different temperatures, which was not used in model development. Results of model performance for interpolation data demonstrated that induced secondary models showed acceptable goodness of fit. Relative errors in the LT and SGR model for interpolation data (18 and $27^{\circ}C$) was 100%, which show acceptable goodness of fit and validated for interpolation. The primary and secondary models developed in this study can be used to establish tertiary models to quantify the effects of temperature on the growth of E. coli O157:H7 in paprika.

Improvement of Atmospheric Dispersion Assessment for Accidental Releases Using a Fuzzy Logic Inference Method (퍼지 논리 추론 방법을 이용한 사고시 대기확산 평가 개선)

  • Na, Man-Gyun;Sim, Young-Rok;Kim, Soong-Pyung
    • Journal of Radiation Protection and Research
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    • v.26 no.1
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    • pp.19-26
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    • 2001
  • In order to assess the atmospheric dispersion for the accidental releases of nuclear power plants, in calculating X/Q values in the XOQAR and PAVAN codes which are based on Reg. Guide 1.145, the X/Q and frequency values are plotted on log-normal paper. Starting with the highest X/Q value of this plot, the codes compare the slope of the line drawn from this point to every other point within an increment containing ten X/Q values. If there are fewer than ten values, only the number available are used. The coefficients that produce the line with the least negative slope are saved. The end point of this line is used as the next starting point, from which slopes to the points within the next increment, containing ten X/Q values, are compared. The X/Q values corresponding to the cumulative frequency values 0.5%, 5% or 50% are calculated to search for the $0{\sim}2$ hour X/Q value that tends to be a very conservative value. In this work, a fuzzy logic inference method is used for nonlinear interpolation of the X/Q values versus the cumulative frequency. The fuzzy logic inference method is known to be a food technique for nonlinear interpolation. The proposed method was applied to a potential accidential radioactive release of the Yonggwang nuclear power plant, which gives more realistic X/Q values.

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Performance Enhancement of Spline-based Edge Detection (스플라인 기법을 이용한 영상의 경계 검출 성능 개선)

  • 김영호;김진철;이완주;박규태
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.19 no.11
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    • pp.2106-2115
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    • 1994
  • As a pre processing for an edge detection process. edge preserving smoothing algorithm is proposed. For this purpose we used the interpolation method using B-spline basis function and scaling of digital images. By approximation of continuous function from descrete data using B-spline basis function. undetermined data between two sample can be computed. so that they smooth the surfaces of objects. Some edges having mainly low frequency components are detected using down scaling of the images. Edge maps from proposed pre processed images are hardly affected by the varying space constants($\sigma$) and threshold values used in detecting zero-crossing.

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GROUNDWATER RECHARGE ESTIMATION USING ARCGIS-CHLORIDE MASS BALANCE APPROACH

  • Lee Ju Young;Krishinamurshy Ganeshi
    • Water Engineering Research
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    • v.6 no.1
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    • pp.31-38
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    • 2005
  • Groundwater recharge is defined in an addition of water to groundwater reservoir. Recently, many people have been moving to the Edwards aquifer and urban and agricultural industry have been expending. Hydrologists and water planning managers concern about insufficient groundwater amounts and irrigation water price variability. In this paper, I focus on estimates of local recharge volumes and quantify preferential flow through GIS technique. Chloride Mass Balance (CMB) and hydrochemical components have been widely applied to recharge rate and evaluate flow paths. The CMB method is based on relationship between wet-dry chloride deposition data and Rainfall data. These data are manipulated using ArcGIS. Especially, hydrochemical concentration distribution is good index for groundwater residence times or flow paths such as $[Mg^{2+}]/[Ca^{2+}],[Cl]$ and log$([Ca^{2+}]+[Mg^{2+}])/[Na^+]$. Well information such as hydrological-hydrochemical data are imported into ArcGIS and manipulated by interpolation techniques. For each potentiometric surface and water quality, point data are converted to spatial data through each Kriging and Inverse Distance Weighted (IDW) techniques.

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Log-Polar Image Watermarking based on Invariant Centroid as Template (불변의 무게중심을 템플릿으로 이용한 대수-극 좌표계 영상 워터마킹 기법)

  • 김범수;유광훈;김우섭;곽동민;송영철;최재각;박길흠
    • Journal of KIISE:Computing Practices and Letters
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    • v.9 no.3
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    • pp.341-351
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    • 2003
  • Digital image watermarking is the method that can protect the copyright of the image by embedding copyright information, which is called watermark. Watermarking must have robustness to intentional or unintentional data changing, called attack. The conventional watermarking schemes are robust to waveform attacks such as image compression, filtering etc. However, they are vulnerable to geometrical attacks such as rotation, scaling, translation, and cropping. Accordingly, this paper proposes new watermarking scheme that is robust to geometrical attacks by using invariant centroid. Invariant centroid is the gravity center of a central area in a gray scale image that remains unchanged even when the image is attacked by RST including cropping and proposed scheme uses invariant centroids of original and inverted image as the template. To make geometrically invariant domain, template and angle compensated Log -Polar Map(LPM) is used. Then Discrete Cosine Transform(DCT) is performed and the watermark is embedded into the DCT coefficients. Futhermore, to prevent a watermarked image from degrading due to interpolation during coordinate system conversion, only the image of the watermark signal is extracted and added to the original image. Experimental results show that the proposed scheme is especially robust to RST attacks including cropping.

Image Character Recognition using the Mellin Transform and BPEJTC (Mellin 변환 방식과 BPEJTC를 이용한 영상 문자 인식)

  • 서춘원;고성원;이병선
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.17 no.4
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    • pp.26-35
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    • 2003
  • For the recognizing system to be classified the same or different images in the nature the rotation, scale and transition invariant features is to be necessary. There are many investigations to get the feature for the recognition system and the log-polar transform which is to be get the invariant feature for the scale and rotation is used. In this paper, we suggested the character recognition methods which are used the centroid method and the log-polar transform with the interpolation to get invariant features for the character recognition system and obtained the results of the above 50% differential ratio for the character features. And we obtained the about 90% recognition ratio from the suggested character recognition system using the BPEJTC which is used the invariant feature from the Mellin transform method for the reference image. and can be recognized the scaled and rotated input character. Therefore, we suggested the image character recognition system using the Mellin transform method and the BPEJTC is possible to recognize with the invariant feature for rotation scale and transition.