• 제목/요약/키워드: prediction equation.

검색결과 1,886건 처리시간 0.029초

셀룰로오스 아세테이트 모노 필터의 경도 예측 (Prediction of the % Hardness Curve of Cellulose Acetate Mono Filters)

  • 김종열;김수호;신창호;박진원;임성진;김정렬;이문수
    • 한국연초학회지
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    • 제28권1호
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    • pp.43-50
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    • 2006
  • The objective of the present study is to induct the regression equation for the hardness prediction of cellulose acetate filter which was manufactured by the domestic cellulose acetate tow manufacturer. As a result of our study, the hardness of filter was increased with increasing the plasticizer content and packing density as major factors affecting to the filter hardness. As a result which was obtained by the three dimensional response surface methodology in STATISTIC A program, the hardness prediction value well fitted with experiment result on the high plasticizer content. To make up for the this equation, the new modified fraction of solid factors which was contained the mono denier factor was introduced to the hardness prediction equation, and this third regression equation which was sufficient for the wide plasticizer content, was obtained by the three dimensional response surface methodology in STATISTICA. This results indicated that the third regression equation which was obtained this study was applicable for the hardness prediction of cellulose acetate filter which was manufactured by the domestic cellulose acetate tow manufacturer.

A Study on the Emission Characteristics and Prediction of Volatile Organic Compounds from Floor and Furniture

  • Pang, Seung-Ki;Sohn, Jang-Yeul;Chung, Kwang-Seop
    • International Journal of Air-Conditioning and Refrigeration
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    • 제13권2호
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    • pp.89-98
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    • 2005
  • In this study, indoor VOCs concentration emitted from floor and furniture was measured after the installation of floor and furniture in a real residence. With the measured data, prediction method and predication equations for indoor concentration of each VOCs and BTEX were developed. The following conclusions were drawn from this study. First, according to the predicted results of concentration decrease of BTEX (benzene, toluene, ethylbenzene, m,p,o-xylene) after the installation of floor in a real residence, prediction equation can be expressed using exponential function. Second, in case of floor, more reliable prediction equation can be obtained by using cumulative value of indoor concentration than by using just hourly measured value directly. Indoor concentration of benzene can be expressed as $y=408.52(1­e^{-00031{\times}time})$ with $R^2$ of 0.94 which is significantly high value. Third, toluene showed the highest concentration in case of furniture installation indoors, and it needed the longest time for concentration decrease. However, other substances except toluene showed constant concentration throughout the measurement period. Fourth, in case of furniture installation indoors, prediction equation of toluene concentration decrease is estimated to be $y= 3616.3{\times}e^{(-0.1091{\times}time)}+513.96{\times}e^{(-0.0006{\times}time)}\;with\; R^2$ of 0.95 which is significantly high value.

Prediction of the Salinization in Reclaimed Land by Soil and Groundwater Characteristics

  • Jeon, Jihun;Kim, Donggeun;Kim, Taejin;Kim, Keesung;Jung, Hosup;Son, Younghwan
    • 한국농공학회논문집
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    • 제63권6호
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    • pp.131-140
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    • 2021
  • It is becoming more important to utilize reclaimed lands in South Korea, due to the increasing competition for its usage among different sectors. However, the high groundwater level and poor permeability are exposing them to deterioration by salinization. Salinization is difficult to predict because the pattern changes according to various characteristics of soil and groundwater. In this study, the capillary rising time was studied by the water content profile in the soil. The prediction equation of soil salinity was developed based on simulation result of the CHEMFLO model. to enable prediction considering various soil water content and groundwater level. The two terms constituting the equation showed the coefficients of determination of 0.9816 and 0.9824, respectively. Using the prediction equation of the study, the surface salinity can be easily predicted from the initial surface salinity and the salinity of the groundwater. In the future, more precise predictions will be possible with the results of studies on the hydraulic characteristics of various reclaimed soils, changes in water content profile by seasonal and climate events.

시화지역 실트질 지반에서 강제치환심도 예측식 산정 (Prediction Equation of Compulsory Replacement Depth of Silty Layer in Sihwa Region)

  • 박영;임희대
    • 한국지반공학회논문집
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    • 제27권9호
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    • pp.55-66
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    • 2011
  • 강제치환공법은 다른 연약지반 처리공법에 비하여 시공이 단순하고 경제성이 우수하나 현재까지 정확한 이론적 산정기법이 정립되어 있지 않기 때문에 치환심도의 예측이 제대로 이루어지지 않고 있는 실정이다. 본 연구에서는 대다수의 예측식이 지지력을 기반으로 한 내용에서 관점을 바꾸어 액성한계 및 자연함수비에 근거한 새로운 형태의 예측식을 제안하였다. 예측식은 현장에서 관측된 계측결과와 확인보링에 근거하고, 지역성을 대변하기 위해 시화지역의 실트/점토의 특성을 분석한 자료로부터 관계식을 도출하였으며, 이를 회귀분석기법을 적용하여 최종 예측식을 도출하였다.

압밀비배수 삼축압축실험을 이용한 지반의 포아송비 예측 (Poisson's Ratio Prediction of Soil Using the Consolidation Undrained Triaxial Compression Test)

  • 임성윤;유석철;김유용;김명환
    • 한국농공학회논문집
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    • 제62권4호
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    • pp.45-51
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    • 2020
  • The poisson's ratio was obtained from the effective vertical stress and horizontal stress of consolidation-undrained test. It was analyzed void ratio verse poisson's ratio. At the result, the effective friction angle was increase with relative density increased, was decreased the poisson's ratio. The empirical equation of void ratio and poisson's ratio was showed very high correlation r2=0.846. The empirical equation was showed that the smaller the void ratio in the fine grained soil than granular soil. In the case of 0.85 times the correlation analysis equation of granular and fine grained soil, the experimental results were shown very similarly. In especially, the poisson's ratio prediction results was shown within 5% of the error range, was revalidation 0.85 times the correlation analysis equation using the void ratio. In this study, correlation analysis equation of the granular and fine grained soil was more reliability of the poisson's ratio prediction results apply to the void ratio than dry unit weight.

합성 데크 플레이트 바닥구조의 단면환산 단순화를 통한 고유진동수 예측식의 보정에 관한 연구 (A Study on Adjustment of Prediction Equation for Natural Frequency Using the Simplification of Section Transformation Method of Composite Deck Plate Floor Systems)

  • 임지훈;김희철;홍원기
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2001년도 추계학술대회논문집 II
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    • pp.731-738
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    • 2001
  • The conventional techniques for the prediction of natural frequency are often used to estimate the floor vibration. However. the predicted frequency differs significantly from the measured one since the predicted equation is not able to proper1y treat various material type. Transformation of slab section is necessary to predict natural frequency of composite deck plate, and this effort is complicated due to the various shape of each deck plate. In this study, a new simplified methodology to transform slab section is proposed, which treats effective depth as the distance from the top of a concrete topping to neutral axis of each deck plate. Finally proposed equation with fairly reasonable result compared to the measured values is obtained. based on the modification of vibration equation from LRFD theory. This efforts enhance errors in predicting frequency up to 15%.

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Prediction of seismic cracking capacity of glazing systems

  • O'Brien, William C. Jr.;Memari, Ali M.;Eeri, M.
    • Earthquakes and Structures
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    • 제8권1호
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    • pp.101-132
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    • 2015
  • This research formulates a closed-form equation to predict a glass panel cracking failure drift for several curtain wall and storefront systems. An evaluation of the ASCE 7-10 equation for Dclear, which is the drift corresponding to glass-to-frame contact, shows that the kinematic modeling assumed for formulation of the equation is sound. The equation proposed in this paper builds on the ASCE equation and offers a revision of that equation to predict drift corresponding to cracking failure by considering glazing characteristics such as glass type, glass panel configuration, and system type. The formulation of the proposed equation and corresponding analyses with the ASCE equation is based on compiled experimental data of twenty-two different glass systems configurations tested over the past decade. A final comparative analysis between the ASCE equation and the proposed equation shows that the latter can predict the drift corresponding to glass cracking failure more accurately.

전북 진안 낙엽송 임분의 지위지수 및 간재적식 추정 (Estimation of Site Index and Stem Volume Equations for Larix leptolepis Stand in Jinan, Chonbuk)

  • 전병환;이상현;이영진;김현;강학모
    • 한국산림과학회지
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    • 제96권1호
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    • pp.40-47
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    • 2007
  • 본 연구는 전라북도 진안 지역의 낙엽송을 대상으로 지위지수 추정과 지위지수곡선 유도 및 간재적식 개발을 목적으로 하였다. 지위지수에 대한 식은 대수차분 방정식에 의해 개발되었다. 기초 연령 40년으로 한 다형 지위지수 패밀리 곡선은 Schumacher 수고 방정식을 기초로 표현하였다. 최적의 간재적 추정식은 $V=0.00260+0.00000399D^2H$로 판명되었다. 이 방정식에 사용한 동시 F-검정에서 추정된 간재적량은 모델 평가에 관한 실측된 간재적량과 유의(${\alpha}=0.05$)하게 다르지 않음을 보여주었다. 지위지수 곡선과 재적 추정식의 결과는 지위와 수확표 조제시 기초 자료로 제공할 수 있고, 진안지역 낙엽송 임분의 지역 산림경영에 사용될 수 있을 것이다.

합성데크 플레이트 바닥구조의 단면환산 단순화를 통한 고유진동수 예측식의 보정에 관한 연구 (A Study on Modifacation of a Prediction Equation for the Natural Frequency of a Composite Deck Floor System through the Simplification of a section Transformation)

  • 임지훈;박진영;홍원기;김희철
    • 한국강구조학회 논문집
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    • 제14권4호
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    • pp.549-556
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    • 2002
  • 바닥구조의 진동을 평가하는데 있어 기존의 고유진동수 예측식에 의한 방법이 사용되어지고 있다. 그러나, 이러한 예측식들은 재료에 따른 구분이 없기 때문에 실제와느나 다른 결과를 보이게 된다. 또한, 합성데크 플레이트 슬래브의 경우, 고유진동수를 예측하기 위해 슬래브의 단면을 환산해야 하는데, 각 데크 플레이트의 특성상 그 형태가 상이함으로 인하여 많은 어려움을 느끼게 된다. 따라서, 본 논문에서는 슬래브의 단면을 환산하기 위한 새로운 단순화된 방법을 제시하였다. 그리고, 실제 측정값과 가장 오차율이 적은 "LRFD"에 제안된 고유진동수 산출식을 보정하여 기존 예측시에 비해 약 14.3%의 오차율을 개선하는 새로운 예측보정식을 제안하고, 이에 대한 일반적인 적용가능성을 검증하였다.

Accuracy of dietary reference intake predictive equation for estimated energy requirements in female tennis athletes and non-athlete college students: comparison with the doubly labeled water method

  • Ndahimana, Didace;Lee, Sun-Hee;Kim, Ye-Jin;Son, Hee-Ryoung;Ishikawa-Takata, Kazuko;Park, Jonghoon;Kim, Eun-Kyung
    • Nutrition Research and Practice
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    • 제11권1호
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    • pp.51-56
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    • 2017
  • BACKGROUND/OBJECTIVES: The purpose of this study was to assess the accuracy of a dietary reference intake (DRI) predictive equation for estimated energy requirements (EER) in female college tennis athletes and non-athlete students using doubly labeled water (DLW) as a reference method. MATERIALS/METHODS: Fifteen female college students, including eight tennis athletes and seven non-athlete subjects (aged between 19 to 24 years), were involved in the study. Subjects' total energy expenditure (TEE) was measured by the DLW method, and EER were calculated using the DRI predictive equation. The accuracy of this equation was assessed by comparing the EER calculated using the DRI predictive equation ($EER_{DRI}$) and TEE measured by the DLW method ($TEE_{DLW}$) based on calculation of percentage difference mean and percentage of accurate prediction. The agreement between the two methods was assessed by the Bland-Altman method. RESULTS: The percentage difference mean between the methods was -1.1% in athletes and 1.8% in non-athlete subjects, whereas the percentage of accurate prediction was 37.5% and 85.7%, respectively. In the case of athletic subjects, the DRI predictive equation showed a clear bias negatively proportional to the subjects' TEE. CONCLUSIONS: The results from this study suggest that the DRI predictive equation could be used to obtain EER in non-athlete female college students at a group level. However, this equation would be difficult to use in the case of athletes at the group and individual levels. The development of a new and more appropriate equation for the prediction of energy expenditure in athletes is proposed.