• Title/Summary/Keyword: Parameter, Weight

검색결과 847건 처리시간 0.033초

입도분석에 기반한 Deep Neural Network를 이용한 최대 건조 단위중량 예측 모델 평가 (Evaluation of Maximum Dry Unit Weight Prediction Model Using Deep Neural Network Based on Particle Size Analysis)

  • 김명환
    • 한국농공학회논문집
    • /
    • 제65권3호
    • /
    • pp.15-28
    • /
    • 2023
  • The compaction properties of the soil change depending on the physical properties, and are also affected by crushing of the particles. Since the particle size distribution of soil affects the engineering properties of the soil, it is necessary to analyze the material properties to understand the compaction characteristics. In this study, the size of each sieve was classified into four in the particle size analysis as a material property, and the compaction characteristics were evaluated by multiple regression and maximum dry unit weight. As a result of maximum dry unit weight prediction, multiple regression analysis showed R2 of 0.70 or more, and DNN analysis showed R2 of 0.80 or more. The reliability of the prediction result analyzed by DNN was evaluated higher than that of multiple regression, and the analysis result of DNN-T showed improved prediction results by 1.87% than DNN. The prediction of maximum dry unit weight using particle size distribution seems to be applied to evaluate the compacting state by identifying the material characteristics of roads and embankments. In addition, the particle size distribution can be used as a parameter for predicting maximum dry unit weight, and it is expected to be of great help in terms of time and cost of applying it to the compaction state evaluation.

ARC-LENGTH ESTIMATIONS FOR QUADRATIC RATIONAL B$\acute{e}$zier CURVES COINCIDING WITH ARC-LENGTH OF SPECIAL SHAPES

  • Kim, Seon-Hong;Ahn, Young-Joon
    • Journal of the Korean Society for Industrial and Applied Mathematics
    • /
    • 제15권2호
    • /
    • pp.123-135
    • /
    • 2011
  • In this paper, we present arc-length estimations for quadratic rational B$\acute{e}$zier curves using the length of polygon and distance between both end points. Our arc-length estimations coincide with the arc-length of the quadratic rational B$\acute{e}$zier curve exactly when the weight ${\omega}$ is 0, 1 and ${\infty}$. We show that for all ${\omega}$ > 0 our estimations are strictly increasing with respect to ${\omega}$. Moreover, we find the parameter ${\mu}^*$ which makes our estimation coincide with the arc-length of the quadratic rational B$\acute{e}$zier curve when it is a circular arc too. We also show that ${\mu}^*$ has a special limit, which is used for optimal estimation. We present some numerical examples, and the numerical results illustrates that the estimation with the limit value of ${\mu}^*$ is an optimal estimation.

EDISON Ksec2D-AE를 이용한 원형 단면 날개 보의 파라미터 연구 (Parameter Study of Circular Cross-section Wing Spar by Using EDISON Ksec2D-AE)

  • 구상훈;하현호
    • EDISON SW 활용 경진대회 논문집
    • /
    • 제5회(2016년)
    • /
    • pp.175-182
    • /
    • 2016
  • Recently, carbon fiber-reinforced composite is widely used in many aerospace applications. Among most of the aerospace vehicles, human-powered aircraft essentially uses it for minimizing the weight of the vehicle and gaining high stiffness to increase its efficiency. In this paper, main wing spar of the human-powered aircraft is investigated. Finite element models were created based on the baseline model built in 2013 to make analysis of cross-section of the spar with varying ply angles of each layer of the spar. Objective function, which is affected from bending rigidity, torsional rigidity, and strength ratio, was evaluated for every cases. The model of 2013 and present cases were put into comparison by values evaluated from objective function. From the comparison, it was concluded that there are more chances to improve the baseline model to make the vehicle better in stiffness and weight than the model of 2013.

  • PDF

Fundamental vibration frequency prediction of historical masonry bridges

  • Onat, Onur
    • Structural Engineering and Mechanics
    • /
    • 제69권2호
    • /
    • pp.155-162
    • /
    • 2019
  • It is very common to find an empirical formulation in an earthquake design code to calculate fundamental vibration period of a structural system. Fundamental vibration period or frequency is a key parameter to provide adequate information pertinent to dynamic characteristics and performance assessment of a structure. This parameter enables to assess seismic demand of a structure. It is possible to find an empirical formulation related to reinforced concrete structures, masonry towers and slender masonry structures. Calculated natural vibration frequencies suggested by empirical formulation in the literatures has not suits in a high accuracy to the case of rest of the historical masonry bridges due to different construction techniques and wide variety of material properties. For the listed reasons, estimation of fundamental frequency gets harder. This paper aims to present an empirical formulation through Mean Square Error study to find ambient vibration frequency of historical masonry bridges by using a non-linear regression model. For this purpose, a series of data collected from literature especially focused on the finite element models of historical masonry bridges modelled in a full scale to get first global natural frequency, unit weight and elasticity modulus of used dominant material based on homogenization approach, length, height and width of the masonry bridge and main span length were considered to predict natural vibration frequency. An empirical formulation is proposed with 81% accuracy. Also, this study draw attention that this accuracy decreases to 35%, if the modulus of elasticity and unit weight are ignored.

Comparison of Live Performance and Meat Quality Parameter of Cross Bred (Korean Native Black Pig and Landrace) Pigs with Different Coat Colors

  • Hur, S.J.;Jeong, T.C.;Kim, G.D.;Jeong, J.Y.;Cho, I.C.;Lim, H.T.;Kim, B.W.;Joo, S.T.
    • Asian-Australasian Journal of Animal Sciences
    • /
    • 제26권7호
    • /
    • pp.1047-1053
    • /
    • 2013
  • Five hundred and forty crossbred (Korean native black pig${\times}$Landrace) F2 were selected at a commercial pig farm and then divided into six different coat color groups: (A: Black, B: White, C: Red, D: White spot in black, E: Black spot in white, F: Black spot in red). Birth weight, 21st d weight, 140th d weight and carcass weight varied among the different coat color groups. D group (white spot in black coat) showed a significantly higher body weight at each weigh (birth weight, 140th d weight and carcass weight) than did the other groups, whereas the C group (red coat color) showed a significantly lower body weight at finishing stage (140th d weight and carcass weight) compared to other groups. Meat quality characteristics, shear force, cooking loss and meat color were not significantly different among the different coat color groups, whereas drip loss was significantly higher in F than in other groups. Most blood characteristics were not significantly different among the different groups, except for the red blood cells.

랫드에서 담도폐쇄에 의한 지질과산화와 간섬유화(경화) 촉진에 관한 연구 (Bile Duct Obstruction Stimulates Lipid Peroxidation and Liver Fibrosis (Cirrhosis) in Rat)

  • 김기영;서의석;임진아
    • Toxicological Research
    • /
    • 제17권3호
    • /
    • pp.187-194
    • /
    • 2001
  • The oxidative stress causes the cell damage and death and thereby, stimulates membrane lipid peroxidation. In this study, the correlation between the lipid peroxidation product and the parameter of liver fibrosis (cirrhosis) was investigated in cholestasis induced rats. The Sprague-Dawley rats were divided into 3 groups (sham: sham operation, BDL/S-I and BDL/S-II : bile duct ligation/scission) and were observed for 2 or 4 weeks. After observation period, the organs were weighed and the ratio of organ weight/body weight was calculated. Sera and liver tissue were used for the measurement of malondealdehyde (MDA), parameter of clinical biochemistry, total collagen content and the staining. The ratio of organ weight/body weight in BDL/S-I and BDL/S-II was significantly increased compared to sham operated group. Serological parameters (Alanine transaminase, Aspartate transaminase, Alkaline phosphatase and Total bilirubin) in BDL/S-I and BDL/S-II group were significantly higher than those in sham operated group. Concentration of MDA in BDL/S-I (261%) and BDL/S-II(790%) was significantly increased compared to MDA in sham operated group. And the content of hydroxyproline (hyp) in BDL/S-I and BDL/S-II group was significantly increased 2~4 times than in sham operated group. The good correlations between hyp in liver tissue and MDA in sera of sham operated group and all operated group were found (r=0.825). The significantly higher value of MDA, hyp and serological parameters in BDL/S-I and BDL/S-II group suggests the stimulation of lipid peroxidation and chronic liver damage. Especially the activation of lipid peroxidation and the stimulation of liver fibrosis was stronger in BDL/S-II group than in BDL/S-I group. The stronger fibrosis, portal-portal septum formation, the more massive bile duct proliferation in portal triads and stroma, and hepatocytes swelling were observed in liver tissue of and BDL/S-II group compared to BDL/S-I group. Conclusively, a good correlation between MDA as a lipid peroxidation marker and hyp as a liver fibrotic parameter could be connected with the process of liver fibrosis. Moreover, cholestasis condition may cause jaundice, activation of lipid peroxidation, and collagen accumulation in liver. Additionally, optimal observation period of bile duct obstruction for the screening of antioxidant and antifibrotic effect in rats would be four weeks.

  • PDF

슬러그 2상유동에서 전류형식 전자기유량계 수치적 신호예측 및 보정 (Numerical Signal Prediction and Calibration Using the Theory of a Current-Type Electromagnetic Flowmeter for Two-Phase Slug Flow)

  • 안예찬;오병도;김종록;김무환;강덕홍
    • 대한기계학회논문집B
    • /
    • 제29권6호
    • /
    • pp.671-686
    • /
    • 2005
  • The transient nature and complex geometries of two-phase gas-liquid flows cause fundamental difficulties when measuring flow velocity using an electromagnetic flowmeter. Recently, a current-sensing flowmeter was introduced to obtain measurements with high temporal resolution (Ahn et al.). In this study, current-sensing flowmeter theory was applied to measure the fast velocity transients in slug flows. The velocity fields of axisymmetric gas-liquid slug flow in a vertical pipe were obtained using Volume-of-Fluid (VOF) method, and the virtual potential distributions for the electrodes of finite size were also computed using the finite volume method for simulating slug flow. The output signal prediction for slug flow was carried out from the velocity and virtual potential (or weight function) fields. The flowmeter was numerically calibrated to obtain the cross-sectional liquid mean velocity at an electrode plane from the predicted output signal. Two calibration parameters are proposed for this procedure: a flow pattern coefficient and a localization parameter. The flow pattern coefficient was defined by the ratio of the liquid resistance between the electrodes for two-phase flow with respect to that for single-phase flow, and the localization parameter was introduced to avoid errors in the flowmeter readings caused by liquid acceleration or deceleration around the electrodes. These parameters were also calculated from the computed velocity and virtual potential fields. The results can be used to obtain the liquid mean velocity from the slug flow signal measured by a current-sensing flowmeter.

기아에 따른 양식 메기, Silurus asotus의 성장 및 생리적 반응 (Effects of Starvation on Growth and Physiological Response in Cultured Catfish, Silurus asotus)

  • 이정열;허준욱;김선규
    • 한국어류학회지
    • /
    • 제20권2호
    • /
    • pp.81-89
    • /
    • 2008
  • 메기, Silurus asotus에서 포식과 기아가 생존과 성장, 내장괴지수, 간중량지수, 생식소중량지수, 외형계측형질 변화 및 혈액 parameter들에 미치는 영향을 파악하기 위해 80일동안 기아 실험을 수행하였다. 기아군의 생존과 성장은 포식군의 생존과 성장에 비해 낮았다(P<0.05). 기아는 체중성장률, 일간성장률과 비만도에서 성장 정지 효과를 나타낸 반면, 포식군은 지속적인 성장을 보였다. 외형 계측형질 중복강 부위 횡단길이 관련에서 포식군은 실험 시작시와 차이를 보이지 않았으나, 기아군은 차이를 나타냈다 (P<0.05). 실험 기간 중 혈액성상(cortisol, glucose, AST, ALT, RBC 및 hemoglobin)에서 포식군과 기아군 사이에 유의한 차이를 보였다. 본 연구 결과, 포식과 기아 파악에 사용된 모든 parameter들은 본 종의 영양 상태 확인의 지표로 유용하며, 양식 메기의 성장 시기 평가 결정에 유용하리라 사료된다.

배합사료에 크릴, 켈프, 마늘 또는 감귤 분말 첨가가 넙치 육성어의 성장, 혈액 성상 및 지방산 조성에 미치는 영향 (Growth Performance, Hematological Parameter and Fatty Acid Composition of Growing Olive Flounder (Paralichthys olivaceus) to Dietary Inclusion of Kelp Meal, Krill Meal, Garlic Powder or Citrus Meal)

  • 서주영;김경덕;손맹현;이상민
    • 한국수산과학회지
    • /
    • 제43권5호
    • /
    • pp.557-561
    • /
    • 2010
  • This feeding experiment was conducted to investigate the effects of dietary inclusion of some additives on growth performance, hematological parameter and fatty acid composition of growing flounder. Triplicate groups of fish (average weight 120 g) were fed one of five diets containing 5% kelp meal (Ke), 10% krill meal (Kr), 1% garlic powder (Ga), 1% citrus meal (Ci) or control diet (Con) without supplementation for 15 weeks. After the feeding experiment, survival was not significantly different among the groups fed the different diets. Weight gain of fish fed the Ci diet was significantly higher than that of fish fed the Kr diet, but not significantly different from Con, Ke and Ga treatments. Feed efficiency and protein efficiency ratio of fish fed the Ga diet were significantly higher than those of fish fed the other diets. Total protein, glucose, GOT, GPT and total cholesterol contents in the plasma were not affected by the dietary additives. Composition of C20:4n-6 in the dorsal muscle of fish fed the Con diet was significantly higher than that of fish fed the other diets. The results of this study suggest that the dietary inclusion of garlic meal at 1% may improve feed utilization of growing flounder.

북방전복 (Haliotis discus hannai) 의 성별에 따른 성장형질 및 유전모수 추정 (Estimation of Genetic Parameter and Growth Traits by Sex of Pacific Abalone, Haliotis discus hannai)

  • 박철지;박종원;김보라;정규현;김영진;손윤석;김경길
    • 한국패류학회지
    • /
    • 제32권4호
    • /
    • pp.249-254
    • /
    • 2016
  • 북방전복을 대상으로 성별에 따른 성장형질의 변이를 이용한 선발육종의 가능성 여부를 확인하고자, 실제로 암수 1:1 수정을 통하여 10가계를 생산 관리하여 성별에 따른 성장형질의 표현형 측정과 유전모수를 추정하였다. 그 결과 성비율은 1:1로 일반적 전복류의 성비와 같은 결과를 나타내었으며, 성별에 따른 성장은 모든 성장형질에 있어 암컷이 수컷보다 유의적으로 큰 것으로 나타났다 (p < 0.05). 이러한 결과는 선발을 할 때 성별에 따른 성장차이를 이용하여 양식전복의 성장률 향상을 할 수 있는 가능성을 시사하고 있다.