• Title/Summary/Keyword: 상대포함오차

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Relative Error Prediction via Penalized Regression (벌점회귀를 통한 상대오차 예측방법)

  • Jeong, Seok-Oh;Lee, Seo-Eun;Shin, Key-Il
    • The Korean Journal of Applied Statistics
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    • v.28 no.6
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    • pp.1103-1111
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    • 2015
  • This paper presents a new prediction method based on relative error incorporated with a penalized regression. The proposed method consists of fully data-driven procedures that is fast, simple, and easy to implement. An example of real data analysis and some simulation results were given to prove that the proposed approach works in practice.

Positional Accuracy Analysis of Permanent GPS Sites Using Precise Point Positioning (정밀절대측위를 이용한 상시관측소 위치정확도 분석)

  • Kang, Joon-Mook;Lee, Yong-Wook;Kim, Min-Gyu;Park, Joon-Kyu
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.26 no.5
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    • pp.529-536
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    • 2008
  • Researches about 3-D Positioning system using GPS were carried out many-sided by national organs, laboratories, the worlds of science. And most of researches were development of relative positioning algorithm and its applications. Relative positioning has a merit, which can eliminate error in received signals. But its error increase due to distance of baseline. GPS absolute positioning is a method that decides the position independently by the signals from the GPS satellites which are received by a receiver at a certain position. And it is necessary to correct various kinds of error(clock error, effect of ionosphere and troposphere, multi-path etc.). In this study, results of PPP(Precise Point Positioning) used Bernese GPS software was compared with notified coordinates by the NGII(National Geographic Information Institute) in order to analyze the positional accuracy of permanent GPS sites. And the results were compared with results of AUSPOS - Online GPS Processing Service for comparison with relative positioning.

Accuracy Improvement in Demand Forecast of District Heating by Accounting for Heat Sales Information (열판매 정보를 고려한 지역난방 수요 예측의 정확도 향상)

  • Shin, Yong-Gyun;Yoo, Hoseon
    • Plant Journal
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    • v.15 no.1
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    • pp.31-37
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    • 2019
  • In this study, to improve the accuracy of forecast of heat demand in the district heating system, this study applied heat demand performance among the main factors of district heating demand forecast in Pankyo area as the heat sales information of the user facility instead of existing heat source facility heat supply information, and compared the existing method with the accuracy based on the actual value. As a result of comparing the difference of the forecasts values of the existing and changed methods based on the performance values over the one week (2018.01.08 ~ 01.14) during the hot water peak, the relative error decreased from 7% to 3% The relative error between the existing and revised forecasts was 9% and 4%, respectively, for the five-month cumulative heat demand from February to February 2018, Also, in case of the weekend where the demand of heat is differentiated, the relative error of the forecasts value is consistently reduced from 10% to 5%.

Application of Slope-area Discharge Estimation Method using Continuously Observed Water Level Data in a Gravel Bed River -Case Study of the Dal Cheon River- (자갈하천에서 연속적인 수위 자료를 이용한 경사면적법 유량 산정 -달천 사례연구-)

  • Lee, Chan-Joo;Kim, Ji-Sung;Kim, Chi-Young;Kim, Dong-Gu
    • Journal of Korea Water Resources Association
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    • v.41 no.5
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    • pp.503-515
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    • 2008
  • In this study we calculate discharge by slope-area method using continuously observed water level data and analyse the results. This study is performed in the Dalcheon river reach of 960 m length including riffles and a pool, which is located downstream of the Goesan Dam. Three values of roughness coefficient are applied to discharge calculation, which are established using bed material size analysis. Another roughness coefficient value obtained from the river improvement plan is also used. Calculated discharges by slope-area method are compared with dam discharges. Relative difference from dam discharges appears to be largely affected by roughness values and a value of 0.042 or more seems most suitable for the entire study reach. Smaller roughness value is suitable to the reach which has gentler water surface slope than mean channel slope of the entire study reach, while a larger value to steeper reach. In case roughness value is set considering overall slope of the channel, it is desirable to select the entire calculation reach including both gentler and steeper sub-reaches. Since relative difference becomes nearly constant at over 500 cms, in case that verification of applied roughness is conducted with other directly measured discharge, accuracy of measurement by slope-area method for larger discharge may be improved.

Accuracy Enhancement using Network Based GPS Carrier Phase Differential Positioning (네트워크 기반의 GPS 반송파 상대측위 정확도 향상)

  • Lee, Yong-Wook;Bae, Kyoung-Ho
    • Spatial Information Research
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    • v.15 no.2
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    • pp.111-121
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    • 2007
  • The GPS positioning offer 3D position using code and carrier phase measurements, but the user can obtain the precise accuracy positioning using carrier phase in Real Time Kinematic(RTK). The main problem, which RTK have to overcome, is the necessary to have a reference station(RS) when using RTK should be generally no more than 10km on average, which is significantly different from DGPS, where distances to RS can exceed several hundred kilometers. The accuracy of today's RTK is limited by the distance dependent errors from orbit, ionosphere and troposphere as well as station dependent influences like multipath and antenna phase center variations. For these reasons, the author proposes Network based GPS Carrier Phase Differential Positioning using Multiple RS which is detached from user receiver about 30km. An important part of the proposed system is algorithm and software development, named DAUNet. The main process is corrections computation, corrections interpolation and searching for the integer ambiguity. Corrections computation of satellite by satellite and epoch by epoch at each reference station are calculated by a Functional model and Stochastic model based on a linear combination algorithm and corrections interpolation at user receiver are used by area correction parameters. As results, the users can obtain the cm-level positioning.

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Development of Electronic Float (전자부자 개발)

  • Kim, Chi-Young;Kim, Won;Kim, Dong-Gu;Lee, Chan-Joo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2007.05a
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    • pp.508-512
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    • 2007
  • 하천유량자료는 이수, 치수, 수질관리 등의 목적으로 널리 사용되기 때문에 여러 가지 수문관측 자료 중 가장 중요하다고 할 수 있다. 그러나 우리나라의 유량자료는 여러 가지 한계를 가지고 있어서 수문자료로서 제대로 사용되지 못하고 있는 실정이다. 특히 홍수기 부자측정 방법에 의해 산정된 유량자료는 측정 여건, 방법, 기기 등의 한계로 인해 그 정확도가 더욱 낮다. 부자에 의한 유량측정은 일정거리를 유하하는 부자의 유하시간을 측정하여 평균유속을 구하고, 사전에 측량된 횡단면으로부터 유하한 개별 부자의 해당 단면적을 구하여 부분 단면적을 구한다. 구해진 개별 부자의 평균유속과 부분 단면적을 곱하여 부분유량을 산출한 후, 각 부분유량을 합하여 전체 유량을 계산한다. 이와같은 부자법은 유속-면적법이 가지고 있는 흐름 단면적 계산, 평균유속 계산의 불확실도 이외에 유하경로에 의한 불확실도, 부자 유하 시간의 불확실도, 유속 보정 계수의 불확실도 등을 포함한다. 기존 홍수 유량측정에 사용하고 있는 부자법은 육안에 의해 부자의 위치를 파악하고, 가상의 횡단선을 통과할 때 육안으로 관측하여 유하시간을 측정하는 방법이기 때문에 정확한 유량측정에 한계가 있다. 뿐만 아니라 측정에 다수의 인원이 필요하며, 홍수시 많은 비가 내리거나, 야간에 측정하는 경우에는 부자의 식별이 곤란하고 측정 여건이 불량하기 때문에 측정에 큰 애로가 있다. GPS를 이용한 전자부자는 자동으로 유속을 측정하기 위해 기존 홍수유량 측정에 사용하던 부자에 전자장치를 추가하는 것을 말한다. 본 연구에서는 GPS와 RF를 기존 봉부자에 추가하여 봉부자의 유속과 봉부자의 괘적을 측정할 수 있는 전자부자를 개발하였다. 개발한 전자부자는 기존 육안에 의한 방식보다 자동으로 정확한 유속 측정이 가능하며, 동시에 여러 개의 봉부자 사용이 가능하여 측정시간 절감이 가능하고, 비가 내리거나 야간에도 자동으로 측정이 가능한 특징을 지니고 있다. 본 연구에서 개발된 전자부자는 3개 주파수 대역을 이용할 수 있도록 개발하여, 총 15개의 부자를 동시에 투하할 수 있도록 개발하였다. 전자부자 시험결과 50m, 100m 구간 유속을 검증한 결과 50m의 경우 최대 평균 5.97%, 평균 2.38%의 상대오차를 나타냈으며, 100m의 경우 최대 5.43%, 평균 1.9%의 상대오차를 나타냈다. 자연하천 유량측정 결과 댐 방류량 대비 기존방법의 경우 약 8.2%의 상대오차를 지니고 있었으며, 전자부자의 경우 약 2.8% 상대오차를 지니고 있어, 기존 부자법에 비해 전자부자법이 5.4%의 상대오차 개선효과를 지니고 있었다. 이와같은 오차의 범위는 실제 하천에서 전자부자를 이용하여 유속측정이 가능함을 나타내는 결과이다.

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Analysis on Reactions of Full-Scale Airframe Static Structural Test (항공기 전기체 정적구조시험의 반력 분석)

  • Shim, Jae-yeul
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.48 no.3
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    • pp.195-205
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    • 2020
  • This study addresses analysis on reactions which are induced in restraint system for airframe full-scale static structural test. This system restraints 6 degrees of freedom of a test article. It is valuable to study evaluating test error through analysis on the reactions which include all errors in a test. It is required to calculate fistly right reactions for the evaluation. This study focuses on calculation of the right reactions. The reaction is represented by sum of nominal reaction(Rn) and testing error reactions(Rce, Rerr) and is analyzed by two steps (inital vs relative reaction) in this study. It would evaluate intrinsic error at 0%DLL and error induced from applying test load, separately. Based on analysis using test data of a full-scale static test(canard type aircraft), resultant force of Rces and Rce_rs are distributed within 82.8N while resultant force of Rerr_rs shows to increase upto max. 808N as load level increment. Such well distribution of the Rce within the small range is caused from TMF values characteristics which are well distributed within -30N~40N. Additionally, it is shown through qualitative analysis on three components(X0, Y0, Z0) of the relative reaction(Rerr_r) that the reactions must be calculated with considering deformation of test article to calculate correctly reactions. This study shows also that equations characterizing deformation of components of test article are required to calculate the correct reactions, the equations must include information which will be used to calculate movement of all loading points.

간섭계에 있어서의 계통 오차의 자율 교정 알고리즘

  • 후지모토이쿠마츠;이태용;편영식
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2004.05a
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    • pp.139-139
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    • 2004
  • 나노테크놀로지의 발전과 함께, 간섭계를 이용한 정밀 계측의 중요성이 더욱 더 높아지고 있다. 본 방법은, 간섭성을 가진 레이저의 파장을 계측의 척도로서 기준 평면으로 사용되는 참조면에 대한 상대 측정에 의해, 3차원 형상을 계측하는 것이다. 고로, 본 논문에서는 간섭계를 이용한 계측에서 고정밀도를 실현하기 위해서는 참조면의 교정이 중요하다는 기본적인 생각을 기초로, 참조면 오차(참조면의 이상적 평면으로부터의 차이)를 주로, 광학 부품에 의한 파면의 왜곡 등을 포함한 간섭계 시스템의 계통 오차를 결정하는 방법을 검토한다.(중략)

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Comparison of Misalignment and Retardation Errors of Dual Rotating Quarter-Wave Plates in Muller-Matrix Ellipsometry (타원편광 분석기에서 정렬오차와 사분파장판의 지연오차로 인한 뮬러 매트릭스 오차 분석)

  • Cheong, Hai Du;Kim, Dukhyeon
    • Korean Journal of Optics and Photonics
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    • v.25 no.5
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    • pp.262-272
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    • 2014
  • Using an ellipsometer with dual rotating quarter-wave plates, we have analyzed the relationship between Fourier coefficients and Mueller matrices in the cases of an error-free optical system and of five systematic errors (alignment errors and retardation errors in the quarter-wave plates, and alignment error in the analyzer). In the case with five systematic errors, simulation results show that retardation errors cause more error in the diagonal elements of the Mueller matrix than do alignment errors. We have found that errors in the Mueller matrix caused by initial misalignment of the dual quarter-wave plates were the same. We have chosen the rotation rates of two quarter-wave plates such that the rotational frequencies ${\omega}_1$ and ${\omega}_2$ differ by a factor of 5, i.e. ${\omega}_2=5{\omega}_1$. The simulation results show 0.18% relative error in the diagonal elements ($m_{22}$ and $m_{33}$) and 200% relative error in the off-diagonal elements ($m_{23}$ and $m_{32}$), when we compare errors caused by misalignment of the analyzer to those caused by initial misalignment of the quarter-wave plates. We can use these results in measuring accurate Mueller matrices of optical materials.

Modelling of the noise-added saturated steam table using neural networks (노이즈가 포함된 포화증기표의 신경회로망 모델링)

  • Lee, Tae-Hwan;Park, Jin-Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.2
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    • pp.413-418
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    • 2011
  • The thermodynamic properties of steam table are obtained by measurement or approximate calculation under appropriate assumptions. Therefore they are supposed to have basic measurement errors. And thermodynamic properties should be modeled through function approximation for using in numerical analysis. In order to make noised thermodynamic properties corresponding to measurement errors, random numbers are generated, adjusted to appropriate magnitudes and added to original thermodynamic properties. Both neural networks and quadratic spline interpolation method are introduced for function approximation of these modified thermodynamic properties in the saturated water based on pressure and temperature. In analysis spline interpolation method gives much less relative errors than neural networks at both ends of data. Excluding the both ends of data, the relative errors of neural networks is generally within ${\pm}0.2%$ and those of spline interpolation method within ${\pm}0.5$~1.5%. This means that the neural networks give smaller relative errors compared with quadratic spline interpolation method within range of use. From this fact it was confirmed that the neural networks trace the original values better than the quadratic interpolation method and neural networks are more appropriate method in modelling the saturated steam table.