• Title/Summary/Keyword: relative error

Search Result 1,550, Processing Time 0.025 seconds

Automatic Calibration of SWAT Model Using LH-OAT Sensitivity Analysis and SCE-UA Optimization Method (LH-OAT 민감도 분석과 SCE-UA 최적화 방법을 이용한 SWAT 모형의 자동보정)

  • Lee Do-Hun
    • Journal of Korea Water Resources Association
    • /
    • v.39 no.8 s.169
    • /
    • pp.677-690
    • /
    • 2006
  • The LH-OAT (Latin Hypercube One factor At a Time) method for sensitivity analysis and SCE-UA (Shuffled Complex Evolution at University of Arizona) optimization method were applied for the automatic calibration of SWAT model in Bocheong-cheon watershed. The LH-OAT method which combines the advantages of global and local sensitivity analysis effectively identified the sensitivity ranking for the parameters of SWAT model over feasible parameter space. Use of this information allows us to select the calibrated parameters for the automatic calibration process. The performance of the automatic calibration of SWAT model using SCE-UA method depends on the length of calibration period, the number of calibrated parameters, and the selection of statistical error criteria. The performance of SWAT model in terms of RMSE (Root Mean Square Error), NSEF (Nash-Sutcliffe Model Efficiency), RMAE (Relative Mean Absolute Error), and NMSE (Normalized Mean Square Error) becomes better as the calibration period and the number of parameters defined in the automatic calibration process increase. However, NAE (Normalized Average Error) and SDR (Standard Deviation Ratio) were not improved although the calibration period and the number of calibrated parameters are increased. The result suggests that there are complex interactions among the calibration data, the calibrated parameters, and the model error criteria and a need for further study to understand these complex interactions at various representative watersheds.

Numerical Analysis Models for Jointless Bridges Through Sensitivity Analysis (민감도 해석을 통한 무조인트 교량의 수치해석 모델 제안)

  • Noh, Chi-Oug;Kim, Seung-Won;Lee, Hwan-Woo;Nam, Moon-Seok
    • Journal of the Computational Structural Engineering Institute of Korea
    • /
    • v.34 no.4
    • /
    • pp.255-262
    • /
    • 2021
  • In this study, a jointless bridge that integrates the superstructure and abutment without installing an expansion joint was analyzed. An example of a jointless bridge that has been introduced in Korea since 2009. Owing to the short period of use and lack of experience in design, construction, and maintenance, there is insufficient information regarding the long-term behavior of jointless bridges. When analyzing numerous bridges, the numerical analysis model must maintain the numerical values used and ensure the convenience of model construction. In this study, sensitivity analysis was performed to select a numerical model for various types of jointless bridges using commercial finite element programs, MIDAS Civil and ABAQUS 2018. According to a solid element-based model, we analyzed the mean and maximum relative errors between structural models. Consequently, it was found that the beam element-based model exhibits a significantly small relative error in comparison to the shell element, where a relatively large error was recorded. Therefore, the optimal numerical analysis model, a practical model that maintains the similarity and precision of the displacement shape cause by relative error, was judged to be the most suitable for jointless bridges based on the shell element.

The Phase Shift and Phase Error Analysis in the Shearographic System (Shearographic system에서의 위상천이 및 위상오차 분석)

  • Kim, Soo-Gil;Ko, Myung-Sook
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
    • /
    • 2005.05a
    • /
    • pp.143-145
    • /
    • 2005
  • We present the method to obtain four speckle patterns with relative phase shift of ${\pi}/2$ passive devices such as wave plate and polarizer, and calculate the phase at each point of the speckle pattern in shearographic system using Wollaston pin And, we analyzed the phase error caused by wave plates used in the proposed method by Jones matrix.

  • PDF

Determination of the Number of Components in Spectroscopy from the Multilinear Model Fitting

  • Kim, Choong-Rak;Chung, Byung-Chull;Lee, Choon-Hwan
    • Communications for Statistical Applications and Methods
    • /
    • v.6 no.2
    • /
    • pp.367-374
    • /
    • 1999
  • Biological specimens contain several components and multilinear models are very useful in analyzing these data. After fitting the model the number of components are determined by the change of mean squared error however this method is quite rule of thumb. in this paper we suggest a measure to decide the number of components based on the relative change of to mean squared error. Simulations are done and applications to real data set are given as illustrations.

  • PDF

Sound velocity effect on vibrating gas densimeter (음속이 진동형 기체 밀도 측정기에 미치는 영향)

  • Lee, W.G.;J.W. Chung
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.10 no.1
    • /
    • pp.28-33
    • /
    • 1993
  • Measurements errors due to sound velocity effect on vibrating gas densimeters were described. Nitrogen was used to calibrate the densimeter, and oxygen was employed to determine a coefficient for the compensation of sound velocity effect. Sound velocity effects were shown with methane at temperatures of 7.97, 19.93 and 39.57 .deg. C, and pressures up to 3.6 Mpa. A relative error of about 1% was introduced when the nitrogen calibrated densimeter was used to measure densities of pure methane. A method of sound velocity effect compensation was able to reduce the error down to 0.1%.

  • PDF

The Binomial Distribution with Fuzzy Valued Probability (퍼지 확률에 의한 이항분포)

  • Gang, Man-Gi;Seo, Hyeon-A;Park, Yeong-Rae;Choe, Gyu-Tak
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2008.04a
    • /
    • pp.33-36
    • /
    • 2008
  • We introduce some properties for fuzzy binomial distributions with fuzzy valued probability. First we define fuzzy type I error and type II error for fuzzy relative frequency and agreement index. And we show that an fuzzy power function and fuzzy binomial frequency function for binomial proportion test.

  • PDF

The Phase Error Analysis in the Shearographic System using Wave plates (파장판을 이용한 Shearographic system에서의 위상오차 분석)

  • Kim, Soo-Gil;Ko, Myung-Sook
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
    • /
    • 2005.11a
    • /
    • pp.185-188
    • /
    • 2005
  • We present the method to obtain four speckle patterns with relative phase shift of ${\pi}/2$ by passive devices such as wave plate and polarizer, and calculate the phase at each point of the speckle pattern in shearographic system using Wollaston prism. And, we analyzed the phase error caused using wave plates by Jones matrix.

  • PDF

Phase Error Analysis in Polarization Phase-shifting Technique using a Wollaston Prsim and Wave Plates

  • Kim Soo-Gil
    • Journal of the Optical Society of Korea
    • /
    • v.9 no.4
    • /
    • pp.145-150
    • /
    • 2005
  • The method to obtain four speckle patterns with relative phase shift of $\pi$/2 by passive devices such as two waveplates and a linear polarizer, and to calculate the phase at each point of the speckle pattern in shearography with a Wollaston prism is described. In this paper, we analyze its potential error sources caused by wave plates.

A Study on Multi-hop Positioning Error in Indoor Positioning System (실내 위치 추정 시스템에서의 멀티 홉 위치 오차에 관한 연구)

  • Oh, Jongtaek
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.16 no.2
    • /
    • pp.123-129
    • /
    • 2016
  • Recently indoor positioning technologies have been studied using the acoustic signal from a smart phone. Also multi-hop indoor positioning system in which the equipments measure their relative position successively has been proposed. As the total positioning error is prone to increase due to the successively accumulated positioning error for the multi-hop system, the error analysis is required for the system design. In this paper, the absolute positioning error for the multi-hop indoor positioning equipments successively installed is analyzed, and it is verified by computer simulation. According to the results, the accumulated positioning error is linearly increased as the number of the multi-hop increases.

Sampling Error of Areal Average Rainfall due to Radar Partial Coverage (부분적 레이더 정보에 따른 면적평균강우의 관측오차)

  • Yoo, Chul-Sang;Kim, Byoung-Soo;Kim, Kyoung-Jun;Yoon, Jung-Soo
    • 한국방재학회:학술대회논문집
    • /
    • 2008.02a
    • /
    • pp.97-100
    • /
    • 2008
  • This study estimated the error involved in the areal average rainfall derived incomplete radar information due to radar partial coverage of a basin or sub-basin. This study considers the Han River Basin as an application example for the rainfall observation using the Ganghwa rain radar. Among the total of 24 mid-sized sub-basins of the Han River Basin evaluated in this study, only five sub-basins are fully covered by the radar and three are totally uncovered. Remaining 16 sub-basins are partially covered by the radar leading incomplete radar information available. When only partial radar information is available, the sampling error decreases proportional to the size of the radar coverage, which also varies depending on the number of clusters. It is general that smaller sampling error can be expected when the number of clusters increases if the total area coverage remains the same. This study estimated the sampling error of the areal average rainfall of partially-covered mid-sized sub-basins of the Han River Basin, and the results show that the sampling error could be at least several % to maximum tens % depending on the relative coverage area.

  • PDF