• 제목/요약/키워드: Calibration Standard

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

  • 이도훈
    • 한국수자원학회논문집
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    • 제39권8호
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    • pp.677-690
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    • 2006
  • 본 연구에서는 LH-OAT (Latin Hypercube Ore factor At a Time) 민감도분석 방법과 SCE-UA (Shuffled Complex Evolution at University of Arizona) 최적화 기법을 적용하여 보청천 유역에서 SWAT모형에 대한 자동보정 방법을 제시하였다. LH-OAT 방법은 전역 민감도분석과 부분 민감도 분석의 장점을 조합하여 가용매개변수 공간에 대하여 효율적으로 매개변수의 민감도 분석이 가능하게 하였다. LH-OAT민감도 분석으로부터 결정된 매개변수의 민감도 등급은 SWAT 모형의 자동보정 과정에서 요구되는 보정대상 매개변수의 선택에 유용하게 적용될 수 있다. SCE-UA 방법을 적용한 SWAT모형의 자동보정 해석결과는 보정자료, 보정매개변수, 통계적 오차의 선택에 따라서 모형의 성능이 좌우되었다. 보정기간과 보정매개변수가 증가함에 따라 검증기간에 대한 RMSE (Root Mean Square Error), NSEF (Nash-Sutcliffe Model Efficiency), RMAE (Relative Mean Absolute Error), NMSE (Normalized Mean Square Error) 등의 모형오차는 감소하였지만, NAE (Normalized Average Error) 및 SDR(Standard Deviation Ratio)은 개선되지 않았다. SWAT모형의 보정에 적용되는 보정자료, 보정매개변수 및 모형평가를 위한 통계적 오차 선택이 해석결과에 미치는 복잡한 영향을 이해하기 위하여 다양한 대표유역을 대상으로 추가적인 연구가 필요하다.

다원소 동시분석법 PIXE법의 정량성 평가 (Evaluation of Quantitative Results of PIXE Analysis)

  • 박정호;최금찬
    • 분석과학
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    • 제10권5호
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    • pp.386-394
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    • 1997
  • PIXE 분석법의 검량선 작성을 위해 단일 원소 및 S, Cl 원소의 화학종별 표준시료 용액을 사용하였다. 희석된 표준용액 시료는 non-hole nuclepore film 위에서 건조시켜 검량용 시료를 작성하였다. 표준시료 중 Ca, Cr, Co, Cu, Se, Sr의 6원소의 경우 분석치가 이론치에 거의 일치하는 것으로 나타났다. 또한 PIXE 분석시 시료의 질량 두께는 특성 X선의 시료 자체에 의한 흡수손실 등을 고려하여 질량 두께가 $100{\mu}g/cm^2$이하로 작성하는 것이 좋다.

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광반사를 이용한 한국 논 토양 특성센서를 위한 샘플링과 캘리브레이션 요구조건 (Sampling and Calibration Requirements for Optical Reflectance Soil Property Sensors for Korean Paddy Soils)

  • 이규승;이동훈;정인규;정선옥
    • Journal of Biosystems Engineering
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    • 제33권4호
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    • pp.260-268
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    • 2008
  • Optical diffuse reflectance sensing has potential for rapid and reliable on-site estimation of soil properties. For good results, proper calibration to measured soil properties is required. One issue is whether it is necessary to develop calibrations using samples from the specific area or areas (e.g., field, soil series) in which the sensor will be applied, or whether a general "factory" calibration is sufficient. A further question is if specific calibration is required, how many sample points are needed. In this study, these issues were addressed using data from 42 paddy fields representing 14 distinct soil series accounting for 74% of the total Korean paddy field area. Partial least squares (PLS) regression was used to develop calibrations between soil properties and reflectance spectra. Model evaluation was based on coefficient of determination ($R^2$) root mean square error of prediction (RMSEP), and RPD, the ratio of standard deviation to RMSEP. When sample data from a soil series were included in the calibration stage (full information calibration), RPD values of prediction models were increased by 0.03 to 3.32, compared with results from calibration models not including data from the test soil series (calibration without site-specific information). Higher $R^2$ values were also obtained in most cases. Including some samples from the test soil series (hybrid calibration) generally increased RPD rapidly up to a certain number of sample points. A large portion of the potential improvement could be obtained by adding about 8 to 22 points, depending on the soil properties to be estimated, where the numbers were 10 to 18 for pH, 18-22 for EC, and 8 to 22 for total C. These results provide guidance on sampling and calibration requirements for NIR soil property estimation.

근적외분광법을 이용한 권련 중 일반각초, 팽화주맥 및 팽화각초 배합비 분석 (The Prediction of Blending Ratio of Cut Tobacco, Expanded Stem, and Expanded Cut Tobacco in Cigarettes using Near Infrared Spectroscopy)

  • 김용옥;정한주;김기환
    • 한국연초학회지
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    • 제22권1호
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    • pp.76-83
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    • 2000
  • This study was carried out to predict blending ratio of cut tobacco(CT), expanded stem(ES), and expanded cut tobacco(ECT) in cigarettes. CT, ES, and ECT samples from A brand were, ground and blended with reference to A blending ratio, and scanned by near infrared spectroscopy(NIRSystem Co., Model 6500). Calibration equations were developed and then determined blending ratio by NIRS. The standard error of calibration(SEC) and performance(SEP) of C factory samples between NIRS and known blending ratio were 0.97%, 1.93% for CT, 0.50%, 1.12 % for ES and 0.68%, 1.10% for ECT, respectively. The SEP of CT, ES and ECT of Band D factory samples determined by C factory calibration equation were more inaccurate than those of C factory samples determined by C factory calibration equations. These results were caused by the difference of CT, ES and ECT spectra followed by each factory. The SEP of CT, ES and ECT of Band D factories determined by calibration equations derived from each factory samples were more accurate than those of determined by calibration equation derived from C factory samples. Each factory SEP of CT, ES and ECT determined by calibration equation derived from all calibration samples(B+C+D factory) was similar to that determined by calibration equation derived from each factory samples. To improve the analytical inaccuracy caused by spectra difference, we need to apply a specific calibration equation for each factory sample. Data in development of specific calibrations between sample and NIRS spectra might supply a method for rapid determination of blending ratio of CT, ES, and ECT.

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다중 모세관을 이용한 교정용 표준가스의 제조: 불확도와 유효성 평가 (Generation of calibration standard gases using capillary gas divider: uncertainty measurement and method validation)

  • 이상윤;황은진;정혜자;이광우;전기준
    • 분석과학
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    • 제19권5호
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    • pp.369-375
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    • 2006
  • ISO 6145-5에 의거한 동적 부피 측정법을 이용하여 교정용 혼합가스를 제조하고 그 불확도를 평가하였다. 내경 0.25 mm, 길이 50 cm 규격의 10개의 모세관을 병렬 배치하고, 성분 가스와 희석 가스가 흐르는 모세관 개수를 조절하는 방법으로 혼합 가스의 희석 비율을 결정하였다. 모세관은 각종 가스에 대하여 낮은 흡착 용량을 가진 PTFE 재질의 것을 사용하였으며, 유로의 설정은 열을 발생시키지 않는 mechanical valve를 사용하였다. ISO 6145-5의 요건을 구현하는 본 장치를 이용하여 제조된 희석 가스의 농도는 (주)리가스에서 제조한 마스터급 표준가스를 이용하여 비교 평가하였다. ISO 6143의 비교법을 이용한 교정 후 제조된 산소 표준가스의 농도 편차는 대부분의 희석 영역에서 상대비 0.2% 이내, 황화수소 표준가스의 농도 편차는 상대비 1% 이내임을 확인하였다. 이 결과는 본 장치를 통해 제조한 표준가스가 대기환경 측정용 등 저농도 표준가스를 이용한 교정 곡선 획득용으로 사용하는데 충분한 성능을 가지고 있음을 증명하는 것이다.

실적자료를 활용한 PRICE 모델의 보정방안 연구 (A Study on Calibration of PRICE Model Using Historical Cost Data)

  • 정태균;이용복;강성진
    • 한국국방경영분석학회지
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    • 제36권1호
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    • pp.29-38
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    • 2010
  • In Korea weapon system acquisition processes, it's required a cost estimation report obtained from a commercial cost model. The PRICE model is generally used as a cost estimation model in Korea. However, the model uses American historical R&D data and it's output cost component is different from our cost component of defense accounting system. Also, we found that estimating results show about 10% of difference when we comparing with actual costs in 44 finished weapon acquisition projects. There are some limitations in calibration to increase an accuracy of the PRICE model because it's difficult obtain good real input data, detailed cost and technical data in low level WBS. So, only 8% of the defense R&D projects are calibrated and validation of calibration results is more difficult. Therefore, we studied the standard calibration process and performed the calibration about the MCPLXS/E parameters of the PRICE model based on actual cost data. In order to obtain a good calculation result, we collected the actual material costs from the defense industry companies. Our results can be used for an reference in similar weapon system R&D and production cost estimation cases.

자동 보정형 디지털 제어기 설계에 관한 연구 (A Study on the Design of Digital Controllers with Automatic Calibration)

  • 나승유;박민상
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 추계종합학술대회 논문집
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    • pp.413-416
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    • 1998
  • Sensitivity and calibration considerations are most important in the design and implementation of real control systems. Ideally parameter changes due to various causes should not appreciably affect the system's performances. But all the values of physical components of the plants and controllers as well as the relevant environmental conditions change in time, thus the output performance can be deteriorated during the operating span of the system. Naturally the duty of calibration or the prevention of performance deterioration due to excessive component sensitivity should be provided to the control system. In this paper, we propose a digital controller which has the capability of calibration and gain adjustment as well as the execution of control law. Specifically the problems of gain adjustment and offset calibration in the light source and CdS sensor module for position measurement in a flexible link system are considerably resolved. The parameters of measurement module are prone to change due to environmental brightness conditions resulting in poor steady state performance of the overall control system. Thus a proper method is necessary to provide correction to the changed values of gain and offset in the position measurement module. The proposed controller, whenever necessary, measures the open-loop characteristics, andthen calculates the offset and sensor gain correction values based on the prepared standard measurements. It is applied to the control of a flexible link system with the gain and offset calibration porblems in the light sensor module for position to show the applicability.

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액체용 유량계교정시스템의 교정측정능력 평가 (CMC Evaluation of Flowmeter Calibration System for Liquid)

  • 이동근;김종섭;박태진;박종호
    • 한국유체기계학회 논문집
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    • 제17권4호
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    • pp.5-10
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    • 2014
  • It is possible for the nation's largest flowmeter calibration system in K-water to calibrate flow rate up to $2,700m^3/h$ and diameter 800mm. However, the calibration and measurement capability of K-water's system is not satisfied in comparison with other developed countries. In this study, we find the dominant factors related to the uncertainty of weight and time measurement for gravimetric flowmeter calibration system. As a results of improving the system, the combined standard uncertainty has been improved $1.099{\times}10^{-3}$ to $2.332{\times}10^{-4}$. So calibration and measurement capability got 0.08 percent of the relative expanded uncertainty for maximum flow rate using the coverage factor(k=2).

Design of a piezovibrocone and calibration chamber

  • Samui, Pijush;Sitharam, T.G.
    • Geomechanics and Engineering
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    • 제2권3호
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    • pp.177-190
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    • 2010
  • This paper presents the details of indigenous development of the piezovibrocone and calibration chamber. The developed cone has a cylindrical friction sleeve of $150cm^2$ surface area, capped with a $60^{\circ}$ apex angle conical tip of $15cm^2$ cross sectional area. It has a hydraulic shaker, coupled to the cone penetrometer with a linear displacement unit. The hydraulic shaker can produce cyclic load in different types of wave forms (sine, Hover sine, triangular, rectangular and external wave) at a range of frequency 1-10 Hz with maximum amplitude of 10 cm. The piezovibrocone can be driven at the standard rate of 2 cm/sec using a loading unit of 10 ton capacity. The calibration chamber is of size $2m{\times}2m{\times}2m$. The sides of the chamber and the top as well as the bottom portions are rigid. It has a provision to apply confining pressure (to a maximum value of $4kg/cm^2$) through the flexible rubber membrane inlined with the side walls of the calibration chamber. The preliminary static as well as dynamic cone penetration tests have been done sand in the calibration chamber. From the experimental results, an attempt has been made to classify the soil based on friction ratio ($f_R$) and the cone tip resistance ($q_c$).

Repeatable calibration of Hounsfield units to mineral density and effect of scanning medium

  • Crookshank, Meghan;Ploeg, Heidi-Lynn;Ellis, Randy;MacIntyre, Norma J.
    • Advances in biomechanics and applications
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    • 제1권1호
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    • pp.15-22
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    • 2014
  • Computed tomography (CT) is being utilized in orthopaedics and related research to estimate bone strength. These applications benefit from calibration of Hounsfield units to mineral density typical of long bone, up to $1750mg/cm^3$. This study describes a method for establishing repeatable calibration of Hounsfield units to density, and determines the effects of imaging medium on calibration accuracy. Four hydroxyapatite standards were imaged in air on 7 occasions over 19 weeks using a helical multi-slice CT scanner. Each standard was scanned 5 times in different media: porcine soft tissue, water, and air. Calibrated densities were highly repeatable (CV<3.5%). No difference in density was observed between water and soft tissue conditions (p>0.08). This work provides a model for determining repeatable scanner-specific density calibration, demonstrates that the linear relationship between Hounsfield units and density extends to values typical of cortical bone, and supports the practice of imaging calibration standards in an environment similar to that of the target bone.