• 제목/요약/키워드: Prediction equation model

검색결과 854건 처리시간 0.032초

근적외선 분광분석기를 이용한 잔디 생체잎의 질소 함량 측정을 위한 검량식 개발 (Prediction from Linear Regression Equation for Nitrogen Content Measurement in Bentgrasses leaves Using Near Infrared Reflectance Spectroscopy)

  • 차정훈;김경덕;박대섭
    • 아시안잔디학회지
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    • 제23권1호
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    • pp.77-90
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    • 2009
  • Near Infrared Reflectance Spectroscopy(NIRS)는 짧은 시간 안에 식물의 다양한 영양소를 동시에 정확하고 빠르게 측정할 수 있다. 본 연구는 creeping bentgrass 'CY2' 엽의 여러 가지 기본 요소의 값을 예측하기 위해서 NIRS(근적의선 분광분석기)를 사용하여 측정하였다. 그 결과, 질소와 수분 그리고 탄수화물의 $r^2$은 각각 0.892, 0.925, 0.971이었다. 검량식에 대한 검증에서 $r^2$이 높은 상관관계를 나타냈으므로, 잔디에서 더 많은 연구를 위한 실용화 가능성을 확인 할 수 있었다.

유한요소법을 이용한 열간 사상 압연에서의 판 변형률 분포 예측 온라인 모델 개발 (The Development of On-Line Model for the Prediction of Strain Distribution in Finishing Mill by FEM)

  • 김성훈;이중형;황상무
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2003년도 춘계학술대회논문집
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    • pp.180-183
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    • 2003
  • In this research, on-line model for prediction of effective strain distribution hi strip on finishing mill process is prescribed. It has been developed using several selected non-dimensional parameters and previously made average effective strain model via series of finite element process simulations, $\Delta$$\varepsilon$ was introduced to describe the effective strain distribution in strip. To confirm adequate non-dimensional variables uniqueness test was done. And to decide the order of polynomial in on-line model equation tendency test for each variables was done. The prediction accuracy of the proposed model is examined through comparison with finite element calculation results.

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Synchronization of Dynamical Happiness Model

  • Bae, Youngchul
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제14권2호
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    • pp.91-97
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    • 2014
  • Chaotic dynamics is an active research area in fields such as biology, physics, sociology, psychology, physiology, and engineering. Interest in chaos is also expanding to the social sciences, such as politics, economics, and societal events prediction. Most people pursue happiness, both spiritual and physical in many cases. However, happiness is not easy to define, because people differ in how they perceive it. Happiness can exist in mind and body. Therefore, we need to be happy in both simultaneously to achieve optimal happiness. To do this, we need to synchronize mind and body. In this paper, we propose a chaotic synchronization method in a mathematical model of happiness organized by a second-order ordinary differential equation with external force. This proposed mathematical happiness equation is similar to Duffing's equation, because it is derived from that equation. We introduce synchronization method from our mathematical happiness model by using the derived Duffing equation. To achieve chaotic synchronization between the human mind and body, we apply an idea of mind/body unity originating in Oriental philosophy. Of many chaotic synchronization methods, we use only coupled synchronization, because this method is closest to representing mind/body unity. Typically, coupled synchronization can be applied only to non-autonomous systems, such as a modified Duffing system. We represent the result of synchronization using a differential time series mind/body model.

12% 크롬 로터강의 피로수명 예측 모델에 관한 연구 (Fatigue Life Prediction Model of 12% Cr Rotor Steel)

  • 장윤석;오세욱;오세규
    • 대한기계학회논문집
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    • 제14권5호
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    • pp.1349-1355
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    • 1990
  • By examining the fatigue deformation properties of 12% Cr rotor steel which has been proved to have high fatigue and creep rupture strength around 600deg. C, authors reviewed major fatigue life prediction models such as Manson, Langer and Morrow equations, and following results were obtained. (1) A simple life prediction model for 12% Cr rotor steel was obtained as follows : DELTA..epsilon.$_{t}$ =2.18+.sigma.$_{u}$ /E+ $N^{-0.065}$+ $e^{0.6}$ $N^{-0.025}$ This equation shows that fatigue life, N, can be easily determined when total strain range, DELTA..epsilon.$_{t}$ and ultimate tensile strength, .sigma.$_{u}$ are known by simple tension test on the given test conditions. (2) Life prediction equation with equivalent maximum stress, DELTA..sigma./2, corresponding maximum strain in one cycle at room temperature is as follows: DELTA..sigma./w=-7.01logN+96.69+96.69

1차와 2차 침하를 고려한 압밀침하량 계산식의 제안 (Calculation of Consolidation Settlement considering Primary and Secondary Settlement)

  • 이달원;정성규
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2003년도 학술발표논문집
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    • pp.159-162
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    • 2003
  • In this study, it was proposed that a modified equation for estimating consolidation settlement on soft clay ground, which separate total settlement into primary and secondary settlement equation. The settlement by the proposed equation and by the measured settlements from laboratory model test was compared and verified for its application. It was appeared that the proposed equation from the laboratory model test approached to be more realistic comparing to the result of Terzaghi's equation. From the above application, it was concluded that the final settlement prediction by the Hyperbolic, Asaoka methods is needed to measure the initial period of settlement but the proposed equation could be much applicable in the lacking condition of measured data of the initial period.

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Modelling creep behavior of soft clay by incorporating updated volumetric and deviatoric strain-time equations

  • Chen Ge;Zhu Jungao;Li Jian;Wu Gang;Guo Wanli
    • Geomechanics and Engineering
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    • 제35권1호
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    • pp.55-65
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    • 2023
  • Soft clay is widely spread in nature and encountered in geotechnical engineering applications. The creep property of soft clay greatly affects the long-term performance of its upper structures. Therefore, it is vital to establish a reasonable and practical creep constitutive model. In the study, two updated hyperbolic equations based on the volumetric creep and deviatoric creep are respectively proposed. Subsequently, three creep constitutive models based on different creep behavior, i.e., V-model (use volumetric creep equation), D-model (use deviatoric creep equation) and VD-model (use both volumetric and deviatoric creep equations) are developed and compared. From the aspect of prediction accuracy, both V-model and D-model show good agreements with experimental results, while the predictions of the VD-model are smaller than the experimental results. In terms of the parametric sensitivity, D-model and VD-model are lower sensitive to parameter M (the slope of the critical state line) than V-model. Therefore, the D-model which is developed by incorporating the updated deviatoric creep equation is suggested in engineering applications.

등가재령을 이용한 초지연 모르타르의 응결시간 예측식 제안 (Prediction Equation of Setting Time for Mortar Using Super Retarding Agent Using Equivalent Age)

  • 한민철;현승용;김종
    • 한국건설순환자원학회논문집
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    • 제10권1호
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    • pp.80-91
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    • 2022
  • 본 연구에서는 초지연제 혼입률, 양생온도 및 강도수준 변화에 따른 응결지연 특성을 실험적으로 고찰하고, 응결시간과 수화반응속도 관점에서 이들의 영향을 정량적으로 평가할 수 있는 적산온도를 이용한 응결시간 예측식을 제안하고자 하였다. 그 결과, 양생온도, 강도수준(물결합재비) 및 초지연제 혼입률을 결정한 뒤 본 연구에서 제안한 모델식에 대입하면 응결시간을 예측할 수 있다. 모델식의 경우에는 결정계수가 0.9 이상으로 나타났으며, F-검정을 통해 그 신뢰성을 확인하였다. 최종적으로 본 논문에서 제안한 모델식을 활용하면 실무에서 초지연 콘크리트의 응결과 관련하여 합리적인 품질관리가 가능할 것으로 판단된다.

2차원 아음속 압축기 익렬유동에서의 난류모델 효과에 관한 연구 (Study on the effect turbulence models for the flow through a subsonic compressor cascade)

  • 남경우;백제현
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2001년도 추계 학술대회논문집
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    • pp.51-57
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    • 2001
  • The eddy viscosity turbulence models were applied to predict the flows through a cascade, and the prediction performances of turbulence models were assessed by comparing with the experimental results for a controlled diffusion(CD) compressor blade. The original $\kappa-\omega$ turbulence model and $\kappa-\omega$ shear stress transport(SST) turbulence model were used as two-equation turbulence model which were enhanced for a low Reynolds number flow and the Baldwin-Lomax turbulence model was used as algebraic turbulence model. Farve averaged Wavier-Stokes equations in a two-dimensional, curvilinear coordinate system were solved by an implicit, cell-centered finite-volume computer code. The turbulence quantities are obtained by lagging when the men flow equations have been updated. The numerical analysis was made to the flows of CD compressor blade in a cascade at three different incidence angles (40. 43.4. 46 degrees). We found the reversion in the prediction performance of original $\kappa-\omega$ turbulence model and $\kappa-\omega$ SST turbulence model when the incidence angie increased. And the algebraic Baldwin-Lomax turbulence model showed inferiority to two-equation turbulence models.

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유한요소법(有限尿素法)에 의한 항만(港灣)에서의 토사이송추정모형(土砂移送推定模型) (Sediment Transport Prediction Model in a Harbor by Finite Element Method)

  • 윤태훈
    • 대한토목학회논문집
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    • 제2권2호
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    • pp.19-28
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    • 1982
  • 하구(河口), 항만(港灣) 등에서 응집성(凝集性) 및 비응집성토사(非凝集性土砂)의 이송추정(移送推定)을 위한 이차원토사이송추정모형(二次元土砂移送推定模型)이 개발되었으며 이 모형(模型)은 흐름에 의한 순환모형(循環模型)과 토사이송모형(土砂移送模型)으로 구성된다. 토사이송모형(土砂移送模型)은 이차원확산(二次元擴散) 방정식(方程式)과 연속방정식(連續方程式)으로 이루어진다. 해(解)는 Galerkin 유한요소법(有限尿素法)과 이단계(二段階) Lax-Wendroff 방법(方法)에 의하였다. 이차원수로(二次元水路)의 상이(相異)한 조건하에서 순환(循環)과 토사이송(土砂移送)에 관하여 수치모의(數値模擬) 되었으며 부산항(釜山港)에 적용하여 얻어진 결과중에서 실측치(實測値)와 비교가 가능한 흐름양상(樣相)은 대체로 실측치(實測値)와 근사(近似)하게 나타났다.

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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.