• 제목/요약/키워드: relative errors

검색결과 642건 처리시간 0.026초

반사 스펙트럼을 이용한 VCSEL 에피층의 두께 오차 평가 (Estimating the Thickness Errors in Vertical-Cavity Surface-Emitting Laser Structures from Optical Reflection spectra)

  • 김남길;김상배
    • 대한전자공학회논문지SD
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    • 제40권8호
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    • pp.572-579
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    • 2003
  • vertical-cavity surface-emitting laser(VCSEL) 웨이퍼에서 측정한 반사 스펙트럼을 전달 매트릭스 방법으로 계산한 반사스펙트럼과 비교함으로써 비파괴적인 방법으로 구조적인 두께 오차가 발생한 층을 찾아 내고 오차의 크기를 추정하는 방법론을 제시하였다. DBR 층의 오차를 종합하여 나타낸 n-DBR 층의 두께 오차, 즉 유효 오차를 도입하면, 반사 스펙트럼의 모양은 유효 오차에만 의존한다는 사실에 이 방법의 근거를 두고 있다. 활성층 영역의 두께 오차는 Fabry-Perot 발진파장에만 영향을 주며, 랜덤 두께 오차의 표준 편차 값이 0.005 이하일 때에 측정과 계산된 반사 스펙트럼의 비교는 신뢰성을 갖는다. 이 방법론은 VCSEL 웨이퍼 제작시 측정되는 반사 스펙트럼을 이용하므로 비파괴적이며, 0.5 nm의 두께 오차를 찾아 낼 수 있을 정도로 정밀도가 높다.

Error estimation for 2-D crack analysis by utilizing an enriched natural element method

  • Cho, J.R.
    • Structural Engineering and Mechanics
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    • 제76권4호
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    • pp.505-512
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    • 2020
  • This paper presents an error estimation technique for 2-D crack analysis by an enriched natural element (more exactly, enriched Petrov-Galerkin NEM). A bare solution was approximated by PG-NEM using Laplace interpolation functions. Meanwhile, an accurate quasi-exact solution was obtained by a combined use of enriched PG-NEM and the global patch recovery. The Laplace interpolation functions are enriched with the near-tip singular fields, and the approximate solution obtained by enriched PG-NEM was enhanced by the global patch recovery. The quantitative error amount is measured in terms of the energy norm, and the accuracy (i.e., the effective index) of the proposed method was evaluated using the errors which obtained by FEM using a very fine mesh. The error distribution was investigated by calculating the local element-wise errors, from which it has been found that the relative high errors occurs in the vicinity of crack tip. The differences between the enriched and non-enriched PG-NEMs have been investigated from the effective index, the error distribution, and the convergence rate. From the comparison, it has been justified that the enriched PG-NEM provides much more accurate error information than the non-enriched PG-NEM.

로봇 오프라인 프로그래밍을 위한 작업장에 고정된 공작물 교시 정보를 이용한 로봇작업장 보정 (Robotic Workplace Calibration Using Teaching Data of Work-Piece Fixed in Robotic Workplace for Robot Off-line Programming)

  • 정준효;국금환
    • 한국정밀공학회지
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    • 제30권6호
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    • pp.615-621
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    • 2013
  • The robot calibration has greatly improved the absolute accuracy of the industrial robot. However, the accuracy of the relative positions of robotic tool-tip at work-points on a work-piece is only slightly corrected by the robot calibration since there has been no practical method to eliminate the elements of the setup position errors at a robotic workplace. A robotic workplace calibration is demonstrated in this paper to minimize the relative position errors between a robot tool-tip and the work-point on a work-piece. The existing teaching and playback method has been developed for the robotic workplace calibration. This paper uses the work-piece fixed in a robotic work-place as measurement equipment instead of a special robot measurement equipment for the robotic workplace calibration. The positive effect of the robotic workplace calibration is supported by the results of computer simulation on an ideal robotic workplace model and an experiment at the actual robotic workplace.

평판 핀 튜브 열교환기의 공기측 강제대류 열전달계수에 대한 실험 및 수치계산 (Experimental Measurement and Numerical Computation on the Air-Side Forced Convective Heat Tranfer Coefficient in Plate Fin-Tube Exchangers)

  • 윤영환;팽진기;윤건식
    • 설비공학논문집
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    • 제18권9호
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    • pp.729-737
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    • 2006
  • Air-side forced convective heat transfer of a plate fin-tube heat exchanger is investigated by experimental measurement and numerical computation. The heat exchanger consists of staggered arrangement of refrigerant pipes of 10.2 m diameter and the pitch of fins is 3.5 m. In the experimental study, the forced convective heat transfer is measured at Reynolds number of 1082, 1397, 1486, 1591 and 1649 based on diameter of refrigerant piping and mean velocity. Average Nusselt number for the convective heat transfer coefficient is also computed for the same Reynolds number by commercial software of STAR-CD with standard $k-{\varepsilon}$ turbulent model. It is found that the relative errors of average Nusselt numbers between experimental and numerical data are less than 6 percentage in Reynolds number of $1082{\sim}1649$. The errors between experiment and other correlations are ranged from 7% to 32.4%. But the correlation of Kim at al is closest to the experimental data within 7% of the relative error.

Winters' Multiplicative Seasonal Model에 의한 월 최대 전력부하의 단기예측 (Short-Term Forecasting of Monthly Maximum Electric Power Loads Using a Winters' Multiplicative Seasonal Model)

  • 양문희;임상규
    • 대한산업공학회지
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    • 제28권1호
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    • pp.63-75
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    • 2002
  • To improve the efficiency of the electric power generation, monthly maximum electric power consumptions for a next one year should be forecasted in advance and used as the fundamental input to the yearly electric power-generating master plan, which has a greatly influence upon relevant sub-plans successively. In this paper, we analyze the past 22-year hourly maximum electric load data available from KEPCO(Korea Electric Power Corporation) and select necessary data from the raw data for our model in order to reflect more recent trends and seasonal components, which hopefully result in a better forecasting model in terms of forecasted errors. After analyzing the selected data, we recommend to KEPCO the Winters' multiplicative model with decomposition and exponential smoothing technique among many candidate forecasting models and provide forecasts for the electric power consumptions and their 95% confidence intervals up to December of 1999. It turns out that the relative errors of our forecasts over the twelve actual load data are ranged between 0.1% and 6.6% and that the average relative error is only 3.3%. These results indicate that our model, which was accepted as the first statistical forecasting model for monthly maximum power consumption, is very suitable to KEPCO.

Gamma 및 Generalized Gamma 분포 모형에 의한 적정 설계홍수량의 유도(II) -Generalized Gamma 분포모형을 중심으로- (Derivation of Optimal Design Flood by Gamma and Generalized Gamma Distribution Models(II) -On the Generalized Gamma Distribution Model-)

  • 이순혁;박명근;맹승진;정연수;류경선
    • 한국농공학회지
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    • 제40권2호
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    • pp.59-68
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    • 1998
  • This study was conducted to derive optimal design floods by generalized gamma distribution model of the annual maximum series at eight watersheds along Geum, Yeongsan and Seomjin river systems. Design floods obtained by different methods for evaluation of parameters and for plotting positions in the generalized gamma distribution model were compared by the relative mean errors and graphical fit along with 95% confidence limits plotted on gamma probability paper. The results were analyzed and summarized as follows. 1. Basic statistics and parameters were calculated by the generalized gamma distribution model using different methods for parameters. 2. Design floods according to the return periods were obtained by different methods for evaluation of parameters and for plotting positions in the generalized gamma distribution model. 3. It was found that design floods derived by sundry averages method for parameters and Cunnane method for plotting position in the generalized gamma distribution are much closer to those of the observed data in comparison with those obtained by the other methods for parameters and for plotting positions from the viewpoint of relative mean errors. 4. Reliability of design floods derived by sundry averages method in the generalized gamma distribution was acknowledged within 95% confidence interval.

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단기선 측지 성능 향상을 위한 GPS-RTK 알고리즘 개발 (Development of GPS-RTK Algorithm for Improving Geodetic Performance in Short Baseline)

  • 최병규;이상정;박종욱;백정호
    • 한국측량학회지
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    • 제27권4호
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    • pp.461-467
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    • 2009
  • 상대측위 기법은 공통오차를 제거 또는 감소하여 상대적으로 높은 위치정확도를 얻을 수 있기 때문에 주로 고정밀 GPS 위치정보 생성에 사용된다. 본 연구에서는 높은 위치정밀도를 산출할 수 있는 RTK 알고리즘을 개발하였고, 또한 매 관측시간별로 위치정보와 모호정수를 추정할 수 있도록 필터를 구성하였다. 상태 변수 추정을 위해 확장칼만필터를 사용하였고, 모호정수 결정을 위해 Modified LAMBDA 방법이 고려되었다. 자료처리는 단기 선에서 GPS 단일주파수와 이중주파수를 이용하여 다양한 측위를 수행하였다. 측위결과에 대한 검증절차는 Bernese 5.0 소프트웨어의 결과와 비교하였고, 각 위치오차에 대한 통계값과 모호정수 결정율을 제시하였다.

Wakeby 및 Kappa 분포의 L-모멘트법에 의한 홍수빈도분석 (Flood Frequency Analysis by Wakeby and Kappa Distributions Using L-Moments)

  • 맹승진;이순혁;이현규;류경식;송기현
    • 한국농공학회논문집
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    • 제48권5호
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    • pp.17-27
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    • 2006
  • The objective of this study is to induce the design floods by the methodology of L-moment including test of homogeneity, independence and outlier of the data of annual maximum flood flows for 12 water level gaging stations of South Korea. To select appropriate distribution of the data for annual maximum flood flows, the distributions of Wakeby and Kappa are applied and the appropriateness is judged by Kolmogorov-smirnov (K-S) test. The parameters of selected Wakeby and Kappa distributions are calculated by the method of L-moment and the design floods are induced. Through the comparative analysis using the relative root mean square errors (RRMSE) and relative absolute errors (RAE) of design floods, the result shows that the design floods by Wakeby distribution are closer to the observed data than those obtained by the Kappa distribution.

3변수 및 4변수 Kappa 분포에 의한 설계홍수량 추정 (Estimation of Design Floods Using 3 and 4 Parameter Kappa Distributions)

  • 맹승진;김병준;김형산
    • 한국농공학회논문집
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    • 제51권4호
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    • pp.49-55
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    • 2009
  • This paper is to induce design floods through L-moment with 3 and 4 parameter Kappa distributions including test of independence by Wald-Wolfowitz, homogeneity by Mann-Whitney and outlier by Grubbs-Beck on annual maximum flood flows at 9 water level gaging stations in Han, Nakdong and Geum Rivers of South Korea. After analyzing appropriateness of the data of annual maximum flood flows by Kolmogorov-Smirnov test, 3 and 4 Kappa distributions were applied and the appropriateness was judged. The parameters of 3 and 4 Kappa distributions were estimated by L-moment method and the design floods by water level gaging station was calculated. Through the comparative analysis using the relative root mean square errors (RRMSE) and relative absolute errors (RAE) calculated by 3 and 4 parameter Kappa distributions with 4 plotting position formulas, the result showed that the design floods by 4 parameter Kappa distribution with Weibull and Cunnane plotting position formulas are closer to the observed data than those obtained by 3 parameter Kappa distribution with 4 plotting position formulas and 4 parameter Kappa distribution with Hazen and Gringorten plotting position formulas.

Gamma 및 Generalized Gamma 분포 모형에 의한 적정 설계홍수량의 유도 (I) -Gamma 분포 모형을 중심으로- (Derivation of Optimal Design Flood by Gamma and Generalized Gamma Distribution Models(I) - On the Gamma Distribution Models -)

  • 이순혁;박명근;정연수;맹승진;류경식
    • 한국농공학회지
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    • 제39권3호
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    • pp.83-95
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    • 1997
  • This study was conducted to derive optimal design floods by Gamma distribution models of the annual maximum series at eight watersheds along Geum , Yeong San and Seom Jin river Systems, Design floods obtained by different methods for evaluation of parameters and for plotting positions in the Gamma distribution models were compared by the relative mean errors and graphical fit along with 95% confidence interval plotted on Gamma probability paper. The results were analyzed and summarized as follows. 1.Adequacy for the analysis of flood flow data used in this study was confirmed by the tests of Independence, Homogeneity and detection of Outliers. 2.Basic statistics and parameters were calculated by Gamma distribution models using Methods of Moments and Maximum Likelihood. 3.It was found that design floods derived by the method of maximum likelihood and Hazen plotting position formular of two parameter Gamma distribution are much closer to those of the observed data in comparison with those obtained by other methods for parameters and for plotting positions from the viewpoint of relative mean errors. 4.Reliability of derived design floods by both maximum likelihood and method of moments with two parameter Gamma distribution was acknowledged within 95% confidence interval.

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