• 제목/요약/키워드: linear fitting

검색결과 381건 처리시간 0.027초

실측을 통한 융착식 플라스틱 입상배관 성능 평가 (An Applicability Estimation of Plastic Vertical Pipes using Electric Fusion Fittings through Measurement)

  • 박률;안영철;김현대;김정수;곽유식;김용경
    • 설비공학논문집
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    • 제25권11호
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    • pp.595-599
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    • 2013
  • The pipes used in buildings are generally categorized into metallic or plastic materials. Metal pipes, such as copper and stainless steel pipes, are mainly used for water and hot water supply, and for the heating system. However, plastic pipes made of polyethylene and cross-linked polyethylene are used for floor heating, water drainage, and air vent systems. Usually, plastic pipes have thermal demerits, such as high linear expansion coefficients and bending phenomenon by hot water, although the pipes have several merits of light weight, low price, low thermal conductivity, and the comparatively high workability of metal pipes. Therefore, if those kind of demerits are overcome, plastic pipes can be easily accepted for hot water systems. This research is aimed to evaluate the applicability for vertical heating pipes of a plastic pipe system consisting of electric fusion fitting of a conductive carbon compound and propylene random glass fiber pipe, through measurement of the expansion rate and leakage in summer and winter seasons, in the apartment construction field.

역 원근 변환과 검색 영역 예측에 의한 실시간 차선 인식 (Real-Time Lane Detection Based on Inverse Perspective Transform and Search Range Prediction)

  • 정승권;김인수;김성한;이동활;윤강섭;이만형
    • 한국정밀공학회지
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    • 제18권3호
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    • pp.68-74
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    • 2001
  • A lane detection based on a road model or feature all needs correct acquirement of information on the lane in an image. It is inefficient to implement a lane detection algorithm through the full range of an image when it is applied to a real road in real time because of the calculating time. This paper defines two (other proper terms including"modes") for detecting lanes on a road. First is searching mode that is searching the lane without any prior information of a road. Second is recognition mode, which is able to reduce the size and change the position of a searching range by predicting the position of a lane through the acquired information in a previous frame. It allows to extract accurately and efficiently the edge candidate points of a lane without any unnecessary searching. By means of inverse perspective transform which removes the perspective effect on the edge candidate points, we transform the edge candidate information in the Image Coordinate System(ICS) into the plan-view image in the World Coordinate System(WCS). We define a linear approximation filter and remove faulty edge candidate points by using it. This paper aims at approximating more correctly the lane of an actual road by applying the least-mean square method with the fault-removed edge information for curve fitting.e fitting.

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계층적 ZP-스플라인을 이용한 곡선 복구 기법 (Curve Reconstruction from Oriented Points Using Hierarchical ZP-Splines)

  • 김현준;김민호
    • 한국컴퓨터그래픽스학회논문지
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    • 제22권5호
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    • pp.1-16
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    • 2016
  • 본 논문에서는 최소자승법에 기반한 효율적인 곡선 복구 기법을 제안한다. 구체적으로는, 법선 벡터를 포함한 평면상의 샘플포인트가 주어졌을 때 계층적인 ZP(Zwart-Powell)-스플라인의 레벨로 곡선을 복구하는데, 세밀한 부문을 복구하면서도 비교적 큰 구멍도 효율적으로 메꾸고 있다. 정규화를 위해서는, (1) 선형시스템의 특이성을 피하기 위한 티코노프 정규항과 (2) 아이소커브를 부드럽게 하기 위한 이산 라플라스 정규항 두 가지를 사용하고 있다. 정량적인 벤치마크 테스트를 통해 비교한 결과, 본 방법은 다항식에 기반한 기법들에 비해 훨씬 우수한 결과를 보여준다는 것을 확인할 수 있다. 구멍이 있는 데이터의 경우, 계층적인 B-스플라인과 비교해본 결과 엇비슷한 품질을 보이지만 약 90%의 계산량만을 필요로 한다.

Interpreting in situ Soil Water Characteristics Curve under Different Paddy Soil Types Using Undisturbed Lysimeter with Soil Sensor

  • Seo, Mijin;Han, Kyunghwa;Cho, Heerae;Ok, Junghun;Zhang, Yongseon;Seo, Youngho;Jung, Kangho;Lee, Hyubsung;Kim, Gisun
    • 한국토양비료학회지
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    • 제50권5호
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    • pp.336-344
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    • 2017
  • The soil water characteristics curve (SWCC) represents the relation between soil water potential and soil water content. The shape and range of SWCC according to the relation could vary depending on soil characteristics. The objective of the study was to estimate SWCC depending on soil types and layers and to analyze the trend among them. To accomplish this goal, the unsaturated three soils were considered: silty clay loam, loam, and sandy loam soils. Weighable lysimeters were used for exactly measuring soil water content and soil water potential. Two fitting models, van Genuchten and Campbell, were applied. Two models entirely fitted well the measured SWCC, indicating low RMSE and high $R^2$ values. However, the large difference between the measured and the estimated was found at the 30 cm layer of the silty clay loam soil, and the gap was wider as soil water potential increased. In addition, the non-linear decrease of soil water content according to the increase of soil water potential tended to be more distinct in the sandy loam soil and at the 10 cm layer than in the silty clay loam soil and at the lower layers. These might be seen due to the various factors such as not only pore size distribution, but also cracks by high clay content and plow pan layers by compaction. This study clearly showed difficulty in the estimation of SWCC by such kind of factors.

피크위치오차 사전 보정을 통한 질량 스펙트럼 검출 성능 개선 (Improvement of Mass Spectral Detection Performance by Pre-correction of Peak Position Error)

  • 이영학;허경용;최훈
    • 한국정보통신학회논문지
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    • 제23권6호
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    • pp.666-674
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    • 2019
  • 질량 분석기의 질량 스펙트럼에서 높은 피크값을 갖는 스펙트럼에 인접한 낮은 피크값의 스펙트럼은 서로 연결되어 분리가 어렵다. 이러한 스펙트럼간 겹칩은 질량 스펙트럼의 검출 성능과 해상도를 저하시키는 원인이 된다. 본 논문에서는 잔류 가스 분석기의 질량 스펙트럼 검출 성능과 피크값의 정확도를 향상시키는 방법을 제안한다. 이온 신호블록의 특성에 따른 유형 판별과 피크위치오차에 대한 사전 보정은 인접한 스펙트럼에 연결된 낮은 피크값의 스펙트럼 분리 및 검출할 수 있다. 제안된 방법의 성능을 확인하기 위해 질량분석기에서 얻은 실제 이온 신호를 사용하여 제안한 방법과 기존 방법을 비교하였다.

의약외품 마스크의 표준 치수 규격 개발 (Designing of standard sizing system for hygienic masks)

  • 오설영;서동애
    • 복식문화연구
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    • 제30권4호
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    • pp.495-512
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    • 2022
  • This study aims to design a new sizing system for hygienic masks to protect against COVID-19-related respiratory disorders. The product sizes were collected from 70 commercially available hygienic masks, and 18 head measurements were obtained from the three-dimensional (3D) scan data of 2,048 men and women aged 20 to 69 years from the 6th Size Korea Survey. The statistical analysis was performed using the IBM Statistical Package for the Social Sciences (SPSS) 28.0 program. The "bitragion-subnasale arc" and "menton-sellion length" were chosen as the key body dimensions for the hygienic mask sizing system. The linear regressions with 18 3D head measurements were analyzed, and it was determined that the key body dimensions were useful for statistically predicting other 3D head measurements related to hygienic masks. A new sizing system was proposed for two types of masks, "masks with a tight fit" and "masks with a loose fit," taking into account the existing Korean Industrial Standards (KS) and the shortcomings of the sizes of hygienic masks on the market. The sizing system for tight-fitting masks consisted of the key body dimensions, with their sizes indicated by a pair of numbers. The sizing system for loose-fitting masks consisted solely of the bitragion-subnasale arc, with their sizes denoted by letters such as S, M, and L (denoting small, medium, and large, respectively). Future studies should consider this mask sizing system for different age groups, such as children and adolescents.

한반도 극한 기온의 선형 및 비선형 변화 경향 (Linear and Nonlinear Trends of Extreme Temperatures in Korea)

  • 김상욱;송강현;김서연;손석우
    • 대기
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    • 제24권3호
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    • pp.379-390
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    • 2014
  • This study explores the long-term trends of surface air temperatures in 11 KMA stations over the period of 1960~2012. Both linear and nonlinear trends are examined for the $95^{th}$, $50^{th}$, and $5^{th}$ percentiles of daily maximum ($T_{max}$) and minimum temperatures ($T_{min}$) by using quantile regression method. It is found that in most stations linear trends of $T_{max}$ and $T_{min}$ are generally stronger in winter than in summer, and warming trend of the $5^{th}$ percentile temperature (cold extreme) is stronger than that of the $95^{th}$ percentile temperature (warm extreme) in both seasons. The nonlinear trends, which are evaluated by the second order polynomial fitting, show a strong nonlinearity in winter. Specifically, winter temperatures have increased until 2000s but slightly decreased afterward in all percentiles. This contrasts with the $95^{th}$ and $50^{th}$ percentiles of summer $T_{min}$ that show a decreasing trend until 1980s then an increasing trend. While this result is consistent with a seasonal dependence of the recent global warming hiatus, most of the nonlinear trends are statistically insignificant, making a quantitative attribution of nonlinear temperature trends challenging.

베타회귀분석 방법을 이용한 건강 관련 삶의 질 자료 분석 (Analysis of health-related quality of life using Beta regression)

  • 장은진
    • Journal of the Korean Data and Information Science Society
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    • 제28권3호
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    • pp.547-557
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    • 2017
  • 건강 관련 삶의 질 자료는 정규분포를 따르지 않고 치우친 분포를 보이며, 등분산 가정을 만족하지 않는 경우가 대부분이다. 또한 건강 관련 삶의 질 자료는 범위가 정해져 있는 자료이며, 건강한 상태를 나타내는 경우 최대값을 가지는 천장효과가 있는 자료이다. 본 연구에서는 건강 관련 삶의 질 자료인 EQ-5D에 대해 선형회귀모형과 베타회귀모형, 그리고 평균과 정밀도에 대한 하위모형을 가지고 있는 확장된 베타회귀모형을 이용하여 예측모형을 개발하고 모형의 예측 정확도를 비교하였다. 선형회귀모형에 비해 확장된 베타회귀모형의 예측 정확도가 높기는 하지만 신뢰구간이 겹치고 있기 때문에 확장된 베타회귀모형의 정확도가 더 높다고 할 수는 없다. 하지만 확장된 베타회귀모형은 공변량에 따라 분산이 달라지는 부분을 설명할 수 있으며 선형회귀모형이 제한된 범위를 벗어난 값을 예측하는 부분을 개선할 수 있다. 따라서 범위가 제한되고 이분산이 있는 치우친 자료에 대해 공변량들이 평균 및 정밀도에 영향을 주는 정도를 동시에 고려하는 확장된 베타회귀모형은 건강 관련 삶의 질 자료인 EQ-5D를 분석하는 방법으로 적절하다고 할 수 있다.

비선형 회귀분석을 이용한 Generic 데이터 기반의 누출빈도함수 추정 (Estimation of Leak Frequency Function by Application of Non-linear Regression Analysis to Generic Data)

  • 윤익근;단승규;정호진;홍성경
    • 한국안전학회지
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    • 제35권5호
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    • pp.15-21
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    • 2020
  • Quantitative risk assessment (QRA) is used as a legal or voluntary safety management tool for the hazardous material industry and the utilization of the method is gradually increasing. Therefore, a leak frequency analysis based on reliable generic data is a critical element in the evolution of QRA and safety technologies. The aim of this paper is to derive the leak frequency function that can be applied more flexibly in QRA based on OGP report with high reliability and global utilization. For the purpose, we first reviewed the data on the 16 equipments included in the OGP report and selected the predictors. And then we found good equations to fit the OGP data using non-linear regression analysis. The various expectation functions were applied to search for suitable parameter to serve as a meaningful reference in the future. The results of this analysis show that the best fitting parameter is found in the form of DNV function and connection function in natural logarithm. In conclusion, the average percentage error between the fitted and the original value is very small as 3 %, so the derived prediction function can be applicable in the quantitative frequency analysis. This study is to contribute to expand the applicability of QRA and advance safety engineering as providing the generic equations for practical leak frequency analysis.

Alcock-Paczynski Test with the Evolution of Redshift-Space Galaxy Clustering Anisotropy: Understanding the Systematics

  • Park, Hyunbae;Park, Changbom;Tonegawa, Motonari;Zheng, Yi;Sabiu, Cristiano G.;Li, Xiao-dong;Hong, Sungwook E.;Kim, Juhan
    • 천문학회보
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    • 제44권1호
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    • pp.78.2-78.2
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    • 2019
  • We develop an Alcock-Paczynski (AP) test method that uses the evolution of redshift-space two-point correlation function (2pCF) of galaxies. The method improves the AP test proposed by Li et al. (2015) in that it uses the full two-dimensional shape of the correlation function. Similarly to the original method, the new one uses the 2pCF in redshift space with its amplitude normalized. Cosmological constraints can be obtained by examining the redshift dependence of the normalized 2pCF. This is because the 2pCF should not change apart from the expected small non-linear evolution if galaxy clustering is not distorted by incorrect choice of cosmology used to convert redshift to comoving distance. Our new method decomposes the redshift difference of the 2-dimensional correlation function into the Legendre polynomials whose amplitudes are modelled by radial fitting functions. The shape of the normalized 2pCF suffers from small intrinsic time evolution due to non-linear gravitational evolution and change of type of galaxies between different redshifts. It can be accurately measured by using state of the art cosmological simulations. We use a set of our Multiverse simulations to find that the systematic effects on the shape of the normalized 2pCF are quite insensitive to change of cosmology over \Omega_m=0.21 - 0.31 and w=-0.5 - -1.5. Thanks to this finding, we can now apply our method for the AP test using the non-linear systematics measured from a single simulation of the fiducial cosmological model.

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