• 제목/요약/키워드: data-fitting

검색결과 1,444건 처리시간 0.024초

POSS를 함유한 PMMA 박막의 유리전이온도 및 등온 물리적 시효 (Glass Transition Temperature and Isothermal Physical Aging of PMMA Thin Films Incorporated with POSS)

  • 진실로;이종근
    • 폴리머
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    • 제36권4호
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    • pp.507-512
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    • 2012
  • 순수 PMMA와 methacryl-polyhedral oligomeric silsesquioxane(Ma-POSS)를 5 wt% 첨가한 PMMA를 박막(~650 nm)과 초박막(~50 nm)으로 제조하였으며, 유리전이온도($T_g$)와 등온 물리적 시효에 미치는 박막의 두께에 미치는 POSS의 첨가 효과를 시차주사열량계(DSC)를 이용하여 조사하였다. 초박막화와 Ma-POSS의 첨가로 인해 $T_g$ 감소가 관찰되었다. 또한 등온 물리적 시효에 의한 엔탈피 완화값(${\Delta}H_{Relax}$)도 초박막화 Ma-POSS를 첨가하였을 때 감소하였다. 시효시간에 따른 ${\Delta}H_{Relax}$ 데이터에 KWW(Kohlrausch-Williams-Watts)식을 적용하여 최대 엔탈피(${\Delta}H_{\infty}$), 이완시간(${\tau}$) 그리고 이완시간의 분포상수(${\beta}$)를 결정하였으며 이를 비교 분석하였다.

On-line Temperature Monitoring of the GIS Contacts Based on Infrared Sensing Technology

  • Li, Qingmin;Cong, Haoxi;Xing, Jinyuan;Qi, Bo;Li, Chengrong
    • Journal of Electrical Engineering and Technology
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    • 제9권4호
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    • pp.1385-1393
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    • 2014
  • Gas insulated switchgear (GIS) is widely used in the power systems, however, the contacts overheating of the inside circuit breaker or disconnector may be a potential cause of developing accidents. As the temperature of the contacts cannot be directly acquired due to existence of the metallic shield, an infrared sensor is adopted to directly measure the temperature of the shield and then the contacts temperature can be indirectly obtained by data fitting, based on which the on-line temperature monitoring technology specifically for GIS contacts based on infrared sensing is proposed in this paper. A real GIS test platform is constructed and experimental studies are carried out to account for the influential factors that affect the accuracy of the infrared temperature measurement. A heat transfer model of the GIS module is also developed, together with experimental studies, the nonlinear temperature relationship among the contacts, the metallic shield and the environment based on a neural network algorithm is established. Finally, an integrated on-line temperature monitoring system for the GIS contacts is developed for on-site applications.

남자 운동선수의 체형분석과 상의 맞음새 향상을 위한 연구 (Analysis of the Body Somatotype of Male Athletes and Study on the Improvement of the Fitting for the Upper Body)

  • 박은영;최혜선
    • 한국의류학회지
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    • 제31권1호
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    • pp.44-56
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    • 2007
  • The aim of this study is to provide fundamental data on the development of dress shirts pattern appropriate for the body types of athletes. The research subjects are 257 athletes from wrestling, bodybuilding, weight lifting, Judo, canoe, rowing. In regards to the category used in the measurement of bust somatotype, there are 48 types directly measured, 4 types indirectly measured, 7 types calculated and 1 bodyweight of type, making it 60 categories in total. The bust somatotype of a sports athlete and general person were compared together and after examining the characteristics of the bust somatotype, the somatotype of sports athlete was divided according to drop. The results of the study are as follows: 1. Questionnaire Results of the questionnaire showed that 63.4% of the respondents chose dress shirt as the most uncomfortable upper garment for athletes. And as for the result of the most uncomfortable body part turned out to be 'the neck is tight'. 2. Somatotype Analysis Results of direct, indirect measurement and the average somatotype of 97 National standard physique were compared. The characteristics of somatotype of athletes with well-developed upper body are that they are taller and have longer upper body and arms than the general person. And also the width of the trunk is wider, the girth bigger and the waist measure relatively slimmer. Looking at sports by category, it we could see that wrestlers were the largest neck parameter and width. Bodybuilders were the largest body parts for most categories. Weight lifting and Judo athletes were the largest waist and buttock. Canoe and rowing athletes were the largest height and arm parts. Dividing the somatotype of athletes according to drop, 72.8% of the research group belonged to the body type that resembled the letter Y.

불균등 착유 시간간격의 오전·오후 유량기록을 이용한 1일 산유량 추정에 관한 연구 (A Study on Estimating Daily Yield from Morning or Afternoon Milking Records with Unequal Milking Intervals)

  • 조용민;박병호;안병석
    • Journal of Animal Science and Technology
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    • 제46권5호
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    • pp.707-718
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    • 2004
  • 오전(AM) 및 오후(PM)의 단얼 착유기록에 의한 유우의 1일 생산량 추청을 위한 통계적 모형에 대한 연구를 실시하였다. 본 연구에서 조사한 모형들 가운데, Model 7은 각 요인 조합 구간별로 개별적인 회귀식을 추정함으로써 산차, 착유시간 간격, 비유 단계에 따른 이분산성을 고려할 수 있기 때문에 평균 오차 제곱 합, 추정치와 실제 1일 유 생산량간의 상관계수 및 추정치의 분산을 고려할 때 가장 적합도가 높은 것으로 사료된다. 오후 착유 기록을 이용한 1일 유 생산량 추정치는 오전 착유 기록을 이용한 것보다는 정확도가 낮은 것을 나타났으며, Model 7의 경우 l일 유 생산량 추정을 위한 제반 요인이 추가되어 정확도가 높일수 있으면서도 모형이 간단하기 때문에 적용이 간펀한 장점이 있다.

주성분 분석법을 이용한 회귀다항식 기반 모델 및 패턴 분류기 설계 (Design of Regression Model and Pattern Classifier by Using Principal Component Analysis)

  • 노석범;이동윤
    • 한국정보전자통신기술학회논문지
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    • 제10권6호
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    • pp.594-600
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    • 2017
  • 본 논문에서는 매우 높은 차원을 가진 데이터에서 의미 있는 특징 벡터 추출하여 입력 공간의 차원을 줄이기 위하여 주성분 분석법을 사용하였다. 주성분 분석법을 이용하여 축소된 차원을 가진 입력 데이터를 이용하여 회귀 다항식의 입력벡터로 사용하는 모델과 패턴 분류기의 설계 방법을 제안하였다. 제안된 모델 및 패턴 분류기는 매우 단순한 구조를 가진 회귀다항식을 기반으로 설계하여 모델 및 패턴 분류기의 과적합 문제를 해결 하고자 하였다. 제안된 설계방법을 적용하여 설계된 모델과 패턴 분류기의 성능을 비교 및 평가하기 위하여, 다양한 기계 학습 데이터 집합을 사용하였다.

Evaluation of electrical impedance ratio measurements in accuracy of electronic apex locators

  • Kim, Pil-Jong;Kim, Hong-Gee;Cho, Byeong-Hoon
    • Restorative Dentistry and Endodontics
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    • 제40권2호
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    • pp.113-122
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    • 2015
  • Objectives: The aim of this paper was evaluating the ratios of electrical impedance measurements reported in previous studies through a correlation analysis in order to explicit it as the contributing factor to the accuracy of electronic apex locator (EAL). Materials and Methods: The literature regarding electrical property measurements of EALs was screened using Medline and Embase. All data acquired were plotted to identify correlations between impedance and log-scaled frequency. The accuracy of the impedance ratio method used to detect the apical constriction (APC) in most EALs was evaluated using linear ramp function fitting. Changes of impedance ratios for various frequencies were evaluated for a variety of file positions. Results: Among the ten papers selected in the search process, the first-order equations between log-scaled frequency and impedance were in the negative direction. When the model for the ratios was assumed to be a linear ramp function, the ratio values decreased if the file went deeper and the average ratio values of the left and right horizontal zones were significantly different in 8 out of 9 studies. The APC was located within the interval of linear relation between the left and right horizontal zones of the linear ramp model. Conclusions: Using the ratio method, the APC was located within a linear interval. Therefore, using the impedance ratio between electrical impedance measurements at different frequencies was a robust method for detection of the APC.

SENSITIVITY ANALYSIS TO EVALUATE THE TRANSPORT PROPERTIES OF CdZnTe DETECTORS USING ALPHA PARTICLES AND LOW-ENERGY GAMMA-RAYS

  • Kim, Kyung-O;Ahn, Woo-Sang;Kwon, Tae-Je;Kim, Soon-Young;Kim, Jong-Kyung;Ha, Jang-Ho
    • Nuclear Engineering and Technology
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    • 제43권6호
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    • pp.567-572
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    • 2011
  • A sensitivity analysis of the methods used to evaluate the transport properties of a CdZnTe detector was performed using two different radiations (${\alpha}$ particle and gamma-ray) emitted from an $^{241}Am$ source. The mobility-lifetime products of the electron-hole pair in a planar CZT detector ($5{\times}5{\times}2\;mm^3$) were determined by fitting the peak position as a function of biased voltage data to the Hecht equation. To verify the accuracy of these products derived from ${\alpha}$ particles and low-energy gamma-rays, an energy spectrum considering the transport property of the CZT detector was simulated through a combination of the deposited energy and the charge collection efficiency at a specific position. It was found that the shaping time of the amplifier module significantly affects the determination of the (${\mu}{\tau}$) products; the ${\alpha}$ particle method was stabilized with an increase in the shaping time and was less sensitive to this change compared to when the gamma-ray method was used. In the case of the simulated energy spectrum with transport properties evaluated by the ${\alpha}$ particle method, the peak position and tail were slightly different from the measured result, whereas the energy spectrum derived from the low-energy gamma-ray was in good agreement with the experimental results. From these results, it was confirmed that low-energy gamma-rays are more useful when seeking to obtain the transport properties of carriers than ${\alpha}$ particles because the methods that use gamma-rays are less influenced by the surface condition of the CZT detector. Furthermore, the analysis system employed in this study, which was configured by a combination of Monte Carlo simulation and the Hecht model, is expected to be highly applicable to the study of the characteristics of CZT detectors.

다중영상해석에 의한 전파망원경의 3차원 정밀측정 (The Exact Position Measurement of Radio Telescope by Multi-photo Analysis)

  • 강준묵;한승희;엄대용;이주대
    • 한국측량학회지
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    • 제20권3호
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    • pp.243-253
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    • 2002
  • 최근 들어 수치사진측량은 산업분야를 비롯한 여러 분야에 그 활용범위가 확대되면서 측정정확도의 향상을 위한 다각적인 연구가 진행되고 있으며 그중 다중영상을 이용한 해석방법은 많은 연구자들로 하여금 관심을 모으고 있다. 그러나 이 방법은 영상획득의 용이성과 높은 해석정확도의 확보가 가능한 반면 처리데이터양의 증가로 많은 처리시간과 노력을 요하게 되므로 처리과정의 자동화를 통한 작업의 효율성 향상을 기하여야 한다. 이에 본 연구에서는 정밀시공이 요구되는 전파망원경에 대해 다중영상을 획득하여 이를 해석하기 위한 영상해석과정의 자동화를 구현하고 대상물에 대한 정밀 측정 및 정확도 향상을 꾀하고자 하였다. 연구결과 정밀한 측정을 요하는 대상물에 대해 다중영상해석을 통한 정확도 향상을 도모할 수 있었으며 이를 토대로 전파망원경의 정밀 측정 및 곡률산출을 수행하여 대상물의 시공 후 조립정확도를 검사할 수 있었다.

A Study on the Actual Conditions of Brassiere Wearing for Girl Students

  • Sohn, Hee-Soon;Cha, Su-Joung
    • 패션비즈니스
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    • 제9권6호
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    • pp.12-28
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    • 2005
  • The purpose of this study is to help develop high quality brassieres with functionality and comfort, fitting adolescents' physical features during their growth period. This study conducts a comparative analysis of juvenile brassiere and adult brassiere to identify the problems of brassieres in the market. The raw data for this study was processed by SPSS 10.1. The results of this study are summarized as follows: 1. The results of this survey show that the girls' satisfaction of their breasts has correlations between breast protrusion degree and volume. The girls think that if they have protrusive breasts their breast volume is big, and their breast satisfaction level shows high. 2. The results show that the objective of brassiere wearing is to prevent breasts sag and rupture, make good breast shape, balance their entire body shape, and make beautiful outer garment line. Brassiere functions are to prevent jiggle of breasts, make a good body line, and cover the nipples. For the grader school students, they are wearing brassiere to make a good balanced body and as their breasts developed, they are wearing brassiere for beautiful body shape not just to cover up their breasts. 3. In regard to brassiere cup size recognition, as students have higher grade at school, they have better recognition abouxt their cup size. As they are better aware of their cup size, they have better satisfaction with their cup size. Therefore, choosing the right size of brassiere for their bust is very important. 4. Girl students' brassiere preference shows that 317 students (56.9%) prefer white for brassiere colors, following pink and flesh color. Their most preferred brassiere material is cotton (354 people, 63.6%) because cotton is not sensitive even for weak skin. For brassiere style, 273 students (49%) prefer round style, following spots and mold. Their most preferred brassiere style is stake. In addition, brassiere should not press their breasts because their breasts are developing during puberty period.

분산센서망에서 표적을 탐지한 센서의 기하학적 구조를 이용한 표적위치 추정 (Target Localization Using Geometry of Detected Sensors in Distributed Sensor Network)

  • 류창수
    • 전자공학회논문지
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    • 제53권2호
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    • pp.133-140
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    • 2016
  • 해안 수중 감시를 위하여 분산센서망를 해안에 설치하고, 이를 이용하여 표적을 탐지하고 표적의 위치를 추정하는 연구가 많이 이루어지고 있다. Zhou 등은 표적 탐지만 가능한 간단한 구조의 센서들로 구성된 분산센서망에서 표적을 탐지한 센서들의 위치 정보를 활용하여 표적의 위치를 추정하는 기법을 제안하였다. Zhou 등이 제안한 기법은 다른 기존의 기법에 비해 표적탐지 신호의 전파모델에 대한 파라미터들을 별도로 추정할 필요가 없고, 연산량이 적으며, 분산센서망에서 적은 량의 데이터만 송수신하여도 된다. 그러나 Zhou 기법은 표적의 위치 추정오차가 크다. Ryu는 추정오차를 줄이기 위하여 Zhou 기법을 수정하였다. 수정된 Zhou 기법은 Zhou 기법보다 추정성능이 향상되었지만, 여전히 비교적 큰 추정오차를 가지고 있다. 본 논문에서는 수정된 Zhou 기법으로 구한 표적의 방위각을 나타내는 직선과 표적을 탐지한 센서들과의 기하학적 구조를 고려한 표적위치 추정기법을 제안하였으며, 수정된 Zhou 기법에 기반을 두고 있다. 제안한 기법의 표적위치 추정성능이 Zhou 기법과 수정된 Zhou 기법 보다 향상되었음을 컴퓨터 시뮬레이션을 통하여 확인하였다.