• 제목/요약/키워드: Mass regression

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부영양상태 호수유역의 강우유출수에 의한 초기세척효과 분석 (An Analysis on the First Flush Phenomenon by Stormwater Runoff in Eutrophic Lake Watershed)

  • 조재현;서형준
    • 환경영향평가
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    • 제16권5호
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    • pp.341-350
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    • 2007
  • Lake Youngrang is a lagoon whose effluent flows into the East Sea. Because two resort towns and two golf courses are situated at the lake basin, many tourists visit this area. Stormwater runoff surveys were carried out for the eight storm events from 2004 to 2005 in the eutrophic lake watershed to give a basic data for the diffuse pollution control of the lake. Dimensionless mass-volume curves indicating the distribution of pollutant mass vs. volume were used to analyze the first flush phenomenon. The mass-volume curves were fitted with a power function and polynomial equation curves. The regression analysis showed that the polynomial equation curves were better than the power function in representing the tendency of the first flush, and second degree polynomial equation curves indicated the strength of the first flush effectively.

Application of Weibull Distribution Function to Analysis of Breakthrough Curves from Push Pull Tracer Test

  • Hyun-Tae, Hwang;Lee, Kang-Kun
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 총회 및 춘계학술발표회
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    • pp.217-220
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    • 2003
  • In the case of the remediation studies, push pull test is a more time and cost effective mettled than multi-well tracer test. It also gives Just as much or more information than the traditionally used methods. But the data analysis for the hydraulic parameters, there have been some defections such as underestimation of dispersivity, requirement for effective porosity, and calculation of recovery of center of mass to estimate linear velocity. In this research, Weibull distribution function is proposed to estimate the center of mass of breakthrough curve for Push pull test. The hydraulic parameter estimation using Weibull function showed more exact values of center of mass than those of exponential regression for field test data.

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고속 안정성을 고려한 쇽업소버 최적 설계 (Optimal Design of Shock Absorber using High Speed Stability)

  • 이광기;모종운;양욱진
    • 한국자동차공학회논문집
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    • 제6권4호
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    • pp.1-8
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    • 1998
  • In order to solve the conflict problem between the ride comfort and the road holding, the optimal design of shock absorber that minimizes the r.m.s. of sprung mass vertical acceleration and pitch rate with the understeer characteristics constraints in the high speed stability is proposed. The design of experiments and the nonlinear optimization algorithm are used together to obtain the optimal design of shock absorber. The second order regression models of the input variables(front and rear damping coefficients) and the output variables (ride comfort index and road holding one) are obtained by the central composite design in the design of experiments. Then the optimal design of shock absorber can be systematically adjusted with applying the nonlinear optimization algorithm to the obtained second order regression model. The frequency response analysis of sprung mass acceleration and pitch rate shows the effectiveness of the proposed optimal design of shock absorber in the sprung mass resonance range with the understeer characteristics constraints.

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가정, 학교, 대중매체의 식생활교육 경험이 식품 소비자정보 리터러시에 미치는 영향 (Effect of Dietary Education Experience (Home, School, and Mass Media) on Food Consumer Information literacy)

  • 김지은;최경숙
    • 대한지역사회영양학회지
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    • 제24권5호
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    • pp.363-373
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    • 2019
  • Objectives: This study examined the effects of dietary education experience (home, school, and mass media) on food consumer information literacy. Methods: The study subjects were 454 adult consumers who answered a structured questionnaire. The questionnaires addressed the subjects' demographics, dietary education experience (home, school, and mass media), and food consumer information literacy. The data were analyzed through frequency analysis, mean, standard deviation, t-test, ANOVA, Pearson's correlation, and multiple regression analysis using SPSS Win 24.0. Results: First, the scores of mass media education experience were 3.41 ± 0.64, which was the highest, and 3.15 ± 0.74 for school education experience, which was the lowest. Second, the level of sub-literacies (task definition, information seeking strategy, location and access, use of information, synthesis, and evaluation) showed scores of 3.20 ± 0.72 ~ 3.47 ± 0.68, which were slightly higher than the median. The synthesis literacy was the highest, as opposed to the information seeking strategy literacy, which was the lowest. The location and access and synthesis literacy were higher in women. Third, a significant positive(+) relationship was observed between all sub-literacies and each of three dietary education experiences (home, school and mass media). According to multiple regression analysis, the major variables influencing the sub-literacies of food consumer information literacy were home education, mass media, and school education in that order. Conclusions: The dietary education experience was the highest through mass media. The factor that showed the highest food consumer information literacy was synthesis. The factors influencing the food consumer information literacy were dietary education experience through home, school, and mass media.

폐경 후 여성에서 체성분과 골밀도와의 관계 (The Relationship Between Body Composition and Bone Mineral Density in Postmenopausal Women)

  • 채진욱;김일회;권우성;이근미;정승필;문용
    • Journal of Yeungnam Medical Science
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    • 제20권1호
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    • pp.53-61
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    • 2003
  • Background: Body weight is an important factor that influence the bone density in postmenopausal women except estrogen dificiency. However, different results are reported about the relationship between body composition and bone density in the postmenopausal women. We have studied the relationship between age, body weight, body mass index (BMI), waist hip ratio (WHR), muscle mass, fat mass, fat free mass and bone density. Materials and Methods: We have studied 127 persons of postmenopausal women who visited university medical center and examined the inbody 3.0 and Dual Energy X-ray Absorptiometry (DEXA) from Jan, 2001 to Jun, 2002. they didn't have any disease and didn't received hormone therapy, osteoporosis therapy or other medication that influence the bone density. Results: The numbers of study subjects is total 127 persons. Mean age is $56.9{\pm}5.14$, mean weight is $59.3{\pm}8.7kg$, mean BMI is $25.37{\pm}3.16(kg/m^2)$, mean fat mass is $20.02{\pm}5.05kg$, mean muscle mass is $37.49{\pm}4.50kg$, mean fat free mass is $39.80{\pm}4.70$, mean BMD is $0.828{\pm}0.148(g/cm^2$). In the result of linear regression analysis, age, height, weight, muscle mass, fat free mass, fat mass, BMI are significant determinants of BMD. In stepwise multiple regression analysis, age is the most significant determinant of BMD and besides age, fat free mass is the most significant determinant of BMD among body composition. Conclusion: In postmenopausal women, age, height, weight, BMI, muscle mass, fat free mass, fat mass are significant determinants of BMD and besides age, fat free mass is the most significant determinant of BMD among the body composition. So, diet and exercise that increase fat free mass will contribute to bone density increment.

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GOx/PC 하이브리드 로켓의 추력제어 환경에서 후퇴거리 예측 (Estimation of Propellant Consumption during Thrust Control of GOx/PC Hybrid Rocket)

  • 강완규;허환일
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2009년도 제33회 추계학술대회논문집
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    • pp.526-529
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    • 2009
  • 본 연구에서는 Lab-Scale의 하이브리드 연소기를 이용하여 하이브리드 로켓의 추력제어 범위와 연소 시간에 따른 추진제의 후퇴거리를 분석하기 위하여 산화제 유량에 따른 추진제별 연소 특성을 파악하였다. 산화제 유량을 제어하기 위해서 니들 밸브와 스텝모터를 결합하여 스텝모터의 구동에 의해 니들밸브의 개폐량을 조절할 수 있도록 배관 시스템을 설계하였다. 산화제 유량 변화를 통해 추진제에 따른 질유량과 후퇴율 관계식을 유도하였다. 추력제어를 하면서 명령 추력 값에 따른 산화제 유량을 통해 후퇴거리를 예측하였으며 실제 추력제어 연소 실험을 통해 신뢰성을 확인하였다.

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알루미늄 입자 크기에 따른 파라핀 혼합연료의 연소 특성 연구 (A Study on Combustion Characteristics of Paraffin Blended Fuel on Aluminum Particle Size)

  • 고수한;한승주;류성훈;김진곤;문희장;김준형;고승원
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2017년도 제48회 춘계학술대회논문집
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    • pp.791-796
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    • 2017
  • 본 연구에서는 알루미늄 입자 크기에 따른 파라핀 혼합연료의 연소 특성에 관한 실험을 수행하였다. 평균 입도 100 nm 및 $8{\mu}m$ 크기의 알루미늄 입자와 Sasol사의 마이크로크리스탈린 파라핀 왁스(Sasol 0907)를 이용하여 연소실험을 수행하였고 순수 파라핀과 알루미늄 입자 5 wt%를 첨가한 파라핀 혼합연료의 후퇴율과 압력선도, 특성배기속도 등을 비교하였다. 마이크로 입자의 첨가는 산화제 유속이 증가할수록 후퇴율을 향상시켰으나 나노 입자의 첨가는 후퇴율이 감소하는 경향을 보였다.

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폐광지역을 통과하는 고속철도터널의 안정성 평가 (Stability Analysis of High Speed Railway Tunnel Passing Through the Abandoned Mine Area)

  • 장명환;양형식;정소걸
    • 터널과지하공간
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    • 제10권3호
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    • pp.395-402
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    • 2000
  • 고속철도터널 시공전에 폐광된 광산의 채굴공동의 변형거동이 철도터널의 안정성에 마치는 영향을 조사하고자 이 지역에서 지질조사, 암반의 공학적 평가 및 평가요소에 대한 다중회귀분석, 수치해석 입력자료의 취득을 위한 많은 조사를 수행하였다. 암반의 공학적 분류결과 절리면에 대한 상태가 RMR 값을 결정하는데 가장 중요한 변수로 나타났고 ,Q값을 결정하는데는 절리군의 수가 가장 중요한 변수인 것으로 분석되었다. FLAC에 의한 해석결과 고속철도구간 서측 하부 50m 지점에 위치한 채굴적의 변형거동은 암반의 역학적 특성에 따라 변형양상은 다를 수 있으나 고속철도터널에 침하성 변위를 유발시킬 가능성이 있을 것으로 판단되었다. 그러나 채굴적을 광체와 같은 역학적 특성을 갖는 재료로 충전 시켰을 때 침하성 변위는 나타나지 않는 것으로 나타났다.

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Metabolic Signatures of Adrenal Steroids in Preeclamptic Serum and Placenta Using Weighting Factor-Dependent Acquisitions

  • Lee, Chaelin;Oh, Min-Jeong;Cho, Geum Joon;Byun, Dong Jun;Seo, Hong Seog;Choi, Man Ho
    • Mass Spectrometry Letters
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    • 제13권1호
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    • pp.11-19
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    • 2022
  • Although translational research is referred to clinical chemistry measures, correct weighting factors for linear and quadratic calibration curves with least-squares regression algorithm have not been carefully considered in bioanalytical assays yet. The objective of this study was to identify steroidogenic roles in preeclampsia and verify accuracy of quantitative results by comparing two different linear regression models with weighting factor of 1 and 1/x2. A liquid chromatography-mass spectrometry (LC-MS)-based adrenal steroid assay was conducted to reveal metabolic signatures of preeclampsia in both serum and placenta samples obtained 15 preeclamptic patients and 17 age-matched control pregnant women (33.9 ± 4.2 vs. 32.8 ± 5.6 yr, respectively) at 34~36 gestational weeks. Percent biases in the unweighted model (wi = 1) were inversely proportional to concentrations (-739.4 ~ 852.9%) while those of weighted regression (wi = 1/x2) were < 18% for all variables. The optimized LC-MS combined with the weighted linear regression resulted in significantly increased maternal serum levels of pregnenolone, 21-deoxycortisol, and tetrahydrocortisone (P < 0.05 for all) in preeclampsia. Serum metabolic ratio of (tetrahydrocortisol + allo-tetrahydrocortisol) / tetrahydrocortisone indicating 11β-hydroxysteroid dehydrogenase type 2 was decreased (P < 0.005) in patients. In placenta, local concentrations of androstenedione were changed while its metabolic ratio to 17α-hydroxyprogesterone responsible for 17,20-lyase activity was significantly decreased in patients (P = 0.002). The current bioanalytical LC-MS assay with corrected weighting factor of 1/x2 may provide reliable and accurate quantitative outcomes, suggesting altered steroidogenesis in preeclampsia patients at late gestational weeks in the third trimester.

폐광지역을 통과하는 고속철도터널의 안정성 평가 (Stability Analysis of High Speed Railway Tunnel Passing Through the Abandoned Mine Area)

  • 장명환;양형식;정소걸
    • 한국암반공학회:학술대회논문집
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    • 한국암반공학회 2000년도 암반공학문제의 수치해석(Numerical Analysis in Rock Engineering Problems)
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    • pp.147-154
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    • 2000
  • 고속철도터널 시공전에 폐광된 광산의 채굴공동의 변형거동이 철도터널의 안정성에 미치는 영향을 조사하고자 이지역에서 지질조사, 암반의 공학적 평가 및 평가요소에 대한 다중회귀분석, 수치해석 입력자료의 취득을 위한 많은 조사를 수행하였다. 암반의 공학적 분류결과 절리면에 대한 상태가 RMR 값을 결정하는데 가장 중요한 변수로 나타났고, Q값을 결정하는데는 절리군의 수가 가장 중요한 변수인 것으로 분석되었다. FLAC에 의한 해석 결과 고속철도구간 서측 하부 50 m지점에 위치한 채굴적의 변형거동은 암반의 역학적 특성에 따라 변형양상은 다를 수 있으나 고속철도터널에 침하성 변위를 유발시킬 가능성이 있을 것으로 판단되었다. 그러나 채굴적을 광체와 같은 역학적 특성을 갖는 재료로 충전 시켰을 때 침하성 변위는 나타나지 않는 것으로 나타났다.

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