• 제목/요약/키워드: Regression line

검색결과 755건 처리시간 0.027초

자기 센서진단기능을 가진 지능형 태양추적장치 (An intelligent sun tracker with self sensor diagonosis system)

  • 최현석;현웅근
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2002년도 추계종합학술대회
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    • pp.452-456
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    • 2002
  • 자연환경에 노출된 센서기반의 제어장치는 센서오류가 발생하게 된다. 본 논문에서는 센서의 오류 보정기능을 갖는 고정밀 태양추적장치를 개발하였다. 다항식회귀분석 (Polynomial Regression)과 주성분 분석(Principal Component Analysis)을 응용하였으며 태양추적장치의 센서를 모델링하고 자체 진단하고 복구하는 방법을 연구하였다. 시스템의 정상동작시의 센서간의 상호관계를 이용한 모델링과 센서 표본값의 주분포 모델인 PCA 모델이 이루어지면 이를 기준으로 센서의 여러 가지 오류를 점검하고 오류센서 신호를 재건을 한다.

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오일소모 측정센서를 이용한 오일소모량의 실시간 측정 (On-line Measurement of Oil Consumption Using Oil Consumption Meter)

  • 김기대;이재곤
    • Journal of Advanced Marine Engineering and Technology
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    • 제26권6호
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    • pp.688-694
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    • 2002
  • Several methods were developed for on-line measuring oil consumption in gasoline engine using an oil consumption meter. The oil consumption meter indicates the oil quantity by real-time-measuring the oil level in the sump. In order to measure the oil consumption, the oil consumption meter proposed in this paper requires shorter time, less additional procedures, and shows better results than the traditional drain method. Under steady-state engine-operating conditions, the results obtained through the regression or the difference method show an good agreement with those through the drain method. Under transient engine-operating conditions, on the other hand, good results can be obtained through the reference method.

소매 진동둘레선 설계를 위한 위팔 체표전개도 분석에 관한 연구 (Analysis of Upper Arm Development for Sleeve Armhole Line)

  • 이정란
    • 한국의류학회지
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    • 제22권7호
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    • pp.892-900
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    • 1998
  • This study was done to analyze the surface development of upper arm for planning sleeve armhole line. The major conclusions of this study are: 1. The surface development by arm movements made the expansion and contraction of upper arm surface changes easily visible. Armhole lines of 90$^{\circ}$and 135$^{\circ}$~180$^{\circ}$movements deviated from those of standard posture. 2. According to regression analysis, armhole lines on the upper arm were adapted to sleeve patten, following the axillary circumference line changed to biceps line. Sleeve cap length ranged from armhole/4+2.5cm to armhole/4$\pm$0.5cm. 3. Compared to Rim's pattern method, ascending and descending amounts of armhole lines were represented as fixed values.

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감조하천에서의 저수위 유량산정 다중회귀식 개발 (Development of Regression Equation for Water Quantity Estimation in a Tidal River)

  • 이상진;류경식;이배성;윤종수
    • 한국물환경학회지
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    • 제23권3호
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    • pp.385-390
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    • 2007
  • Reliable flow measurement for dry season is very important to set up the in-stream flow exactly and total maximum daily load control program in the basin. Especially, in the points which tidal current effects are dominant because reliability of the low measurement decrease. The reliable measuring methods are needed. In this study, we analysis the water surface elevation difference of water surface elevation. Quantity relationship to consider tidal currents in these regions. It is known that tidal current effects from Nakdong river barrage are dominant in Samrangjin measuring station. We developed multiple regression equation with water surface elevation, quantity, and difference of water surface elevation and compared these results water measured rating curve. All of these regression equation including linear regression equation and log regression equation fits better measured data them existing water surface elevation quantity line and Among three equations, the log regression equation is best to represent the measured the rating curve in Samrangjin point. The log regression equation is useful method to obtain the quantity in the regions which tidal currents are dominant.

Improvement of Zinc Coating Weight Control for Transition of Target Change

  • Chen, Chien-Ming;Lin, Jeng-Hwa;Hsu, Tse-Wei;Lin, Rui-Rong
    • Corrosion Science and Technology
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    • 제9권3호
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    • pp.105-108
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    • 2010
  • The product specification of the Continuous Hot Dip Galvanizing Line (CGL) changes and varies constantly with different customers' requirements, especially in the zinc coating weight which is from 30 to 150 g/$m^2$ on each side. Since the coating weight of zinc changes often, it is very important to reduce time spent in the transfer of target values changed for low production cost and yield loss. The No.2 CGL in China Steel Corporation (CSC) has improved the control of the air knife which is designed by Siemens VAI. CSC proposed an experiment design which is an $L_9(3^4)$ orthogonal array to find the relations between zinc coating weight and the process parameters, such as the line speed, air pressure, gap of air knife and air knife position. A non-linear regression formula was derived from the experimental results and applied in the mathematical model. A new air knife feedforward control system, which is coupled with the regression formula, the air knife control system and the process computer, is implemented into the line. The practical plant operation results have been presented to show the transfer time is obviously shortened while zinc coating weight target changing and the product rejected ratio caused by zinc coating weight out of specification is significantly reduced from 0.5% to 0.15 %.

중학생의 인터넷게임중독, 자아존중감 및 신체건강간의 관계 (Correlations among Internet Games Addiction, Self-esteem and Physical Health in Middle School Students)

  • 주애란
    • 지역사회간호학회지
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    • 제18권2호
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    • pp.331-339
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    • 2007
  • Purpose: This study was conducted to identify correlations among internet games addiction (IGA), self-esteem and physical health in middle school students. Methods: A total of 428 middle school students were selected through simple random sampling. Data were collected from the $15^{th}$ to $30^{th}$ of March, 2006. Data were analyzed using SPSS/PC program by frequency, $\chi^2$-test, t-test, ANOVA, Duncan test, Pearson's correlation coefficient, and Stepwise Multiple Regression. Results: 1. According to the results of analyzing the degree of IGA, the addicted group was 1.9% 2. Analysis of IGA according to the general characteristics showed that there were statistically significant differences in on-line friend, using time and major leisure. 3. Analysis of physical health according to the general characteristics showed that there were statistically significant differences in on-line friend and off-line friend. 4. IGA was in a significantly negative correlation with self-esteem. 5. In the results of regression, using time was identified as a factor influencing the IGA. Conclusion: Considering the results above, we need to develop IGA prevention programs to enhance physical health and self-esteem and to control using time.

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의류소재의 구조와 감각특성에 따른 온라인에서의 질감이미지와 선호도 (The Effects of the Structure and Sensible Characteristics of Fabrics on the Texture Image and Preference On-line)

  • 김희숙;조신현
    • 한국생활과학회지
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    • 제19권1호
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    • pp.137-147
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    • 2010
  • This research was designed to compare the subjective evaluation of texture image and preference by structure and sensible characteristics of women's suits fabrics between on- and off-line. 78 subjects who majored in fashion design evaluated the sensibility image and preference of 15 various kinds of specimens on- and off-line. Factor analysis, t-test, Pearson correlation and regression were used for a statistical analysis by SPSS WIN 13.0. The results of this study were as follows: 1. Women's suits fabrics were classified according to five sensibility image factors: 'classic', 'sophisticated', 'natural', 'characteristic', and 'practical'. 2. The results of the t-test showed that there were no differences between the on- and off-line evaluation of sensibility images. 3. The analysis of correlation indicated that the 'classic'-'sophisticated' and 'natural'- 'practical' sensibility images show a significant correlation between the two kinds of evaluation. 4. The results of regression revealed that 'sophisticated', 'characteristic' and 'practical' sensibility images had an effect on the purchase preference of women's suits fabrics. 5. 'Sophisticated', 'characteristic' and 'classic' sensibility images had an effect on the tactile preference of women's suits fabrics. 6. The structural characteristics of fabrics: thickness, weave and weight had an effect on the 'classic' sensibility image. Thickness had an effect on the 'sophisticated' sensibility image and fabric count had an effect on the 'characteristic' sensibility image.

서울지역 지하철역의 공기 중 오염인자의 노선별 분포 특성 (Distribution Characteristics between Line and Line for Indoor Air Pollutant Factors at Subway Stations in Seoul Area)

  • 김민영;라승훈;신도철;한규문;최금숙;정일현
    • 한국환경보건학회지
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    • 제24권2호
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    • pp.134-144
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    • 1998
  • A comprehensive air quality monitoring was carried out to investigate the criteria concentration of air pollutant in indoor of subway stations of Seoul City. The samples were collected twice per year (the first and the second half of the year) at each sampling point from February to September in 1997. Sampling point of subway stations was ticket office and platform. The measurement of indoor air pollutants such as sulfur dioxide(SO$_2$), nitrogen dioxide(NO$_2$), carbon monoxide(CO), carbon dioxide(CO$_2$), total suspended particulate(TSP) was performed to determine the indoor air quality. Heavy metals(Pb, Cd, Cu, Cr, As, Hg) were also measured together with those air pollutants. The annual average concentration of CO$_2$ and TSP in subway stations were relatively high while those of heavy metals were within 10% of environmental recommended standard concentration in all stations. As results of regression analysis between line and line of air factors, the concentrations of CO, CO$_2$, TSP, Pb, Cd, Cr and Cu were highly correlated, but those of $SO_2, NO_2$ and Hg were not correlated. As results of regression analysis between ticket office and platform, the concentrations of heavy metals such as Cr and Cu were highly correlated. Results of oneway analysis of variance between the first and the second half of the year air factors also indicated that CO, CO$_2$, Cd, Cu, Hg were significant($\alpha$=0.01), respectively. The average contration of total suspended particulate(TSP) in subway line No. 1 was shown high concentration(200 $\mu g/m^3\cdot$ day) level.

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산란종계의 란중 증대성과 조기 선발에 관한 연구 (Study on the Increase of Egg Weight and Early Selection based on Part Record in Layer)

  • Park, Y.H.;Ohh, B. K.
    • 한국가금학회지
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    • 제10권2호
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    • pp.75-81
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    • 1983
  • 산란종계의 란중을 개량하기 위하여 란중에 대한 유전력과 유전상관등의 유전적 모수를 추정한 후 백색 레그혼종 2계통(A, K)에서 주령에 따른 란중의 증가양상을 살펴보았다 또한 선발에 의한 유전적 개량량을 크게 하기 위하여 조기선발을 실시할 경우 조기선발의 최적시기를 찾아내는 것이 중요하므로 년 평균란중에 대한 각 기간별 란중의 상관관계와 아울러 회귀관계를 분석하여 최적 선발시기를 알아보았고 각 기간별 선발에 의한 개량량을 상대적으로 나타내므로써 조기선발에 대한 타당성을 구명하고자 본 시험을 수행하였으며 얻어진 결과는 다음과 같다. 주령이 늘어남에 따라 란중도 증가하였는데 산란초기에서는 증가량이 컸지만 점차 감소하였으며 회귀방정식으로 나타낸 증가량은 A, K계통에서 주당 각각 0.46g과 0.83g이었다. 년 평균 란중에 대한 각 기간별 란중의 회귀계수는 29-32주령의 평균란중이 0.86(A), 0.88(K)로 나타나 가장 큰 수치를 보였다. 45-48주령의 평균란중을 기준으로 했을 때의 선발에 대한 각 기간 평균란중의 선발상대효율에서는 A계통에서 33-36주령, K통계에서 29-32주령의 추정치가 가장 크게 나타나서 이 시기에서의 조기선발에, 대한 타당성을 보여주었다.

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비전 카메라 기반의 무논환경 자율주행 로봇을 위한 중심영역 추출 정보를 이용한 주행기준선 추출 알고리즘 (Guidance Line Extraction Algorithm using Central Region Data of Crop for Vision Camera based Autonomous Robot in Paddy Field)

  • 최근하;한상권;박광호;김경수;김수현
    • 로봇학회논문지
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    • 제11권1호
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    • pp.1-8
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    • 2016
  • In this paper, we propose a new algorithm of the guidance line extraction for autonomous agricultural robot based on vision camera in paddy field. It is the important process for guidance line extraction which finds the central point or area of rice row. We are trying to use the central region data of crop that the direction of rice leaves have convergence to central area of rice row in order to improve accuracy of the guidance line. The guidance line is extracted from the intersection points of extended virtual lines using the modified robust regression. The extended virtual lines are represented as the extended line from each segmented straight line created on the edges of the rice plants in the image using the Hough transform. We also have verified an accuracy of the proposed algorithm by experiments in the real wet paddy.