• 제목/요약/키워드: Inverse Theory

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역산이론을 이용한 수질모형의 매개변수 추정 (Parameter Estimation of the Water Quality model using the Inverse Theory)

  • 조범준;조홍연;정신택
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2005년도 학술발표회 논문집
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    • pp.469-473
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    • 2005
  • 수질모형의 지배방정식에서 정의되는 대표적인 수질매개변수는 유역 및 대기로부터의 오염부하량 퇴적물로부터의 오염물질 용출부하량, 확산계수. 반응계수 등으로 직접적인 관측이 곤란할 뿐만 아니라 많은 관측비용을 필요로 한다. 본 연구에서는 매개변수를 포함한 오염물질 수지방정식을 구성하고, 구성된 선형 연립방정식을 이용함으로써 계산된 농도분포자료와 관측된 시계열 농도분포자료를 이용하여 계산한 질량변화량의 차이를 최소화하는 역산문제를 구성하여 모형의 매개변수를 추정하는 방법을 제시하였다. 이 방법을 이용하여 천수만, 울산만(울산항) 해역에서 관측된 연직방향 농도분포 자료를 이용하여 확산계수 및 대기로부터의 오염부하량, 퇴적물로부터의 오염물질 용출율, 확산$\cdot$반응에 의한 오염물질 변화량 등을 추정하였으며, 추정 매개변수는 시기적으로 변동이 크게 나타났다. 반면, 추정매개변수를 이용한 관측자료와 계산결과를 비교한 결과, RMS 오차는 관측자료 범위의 $5.0\% 이하, 일치지수는 0.95 이상으로 본 방법을 이용한 매개변수 추정결과의 신뢰성은 우수한 것으로 파악되었다.

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The Heterogeneity of Job Creation and Destruction in Transition and Non-transition Developing Countries: The Effects of Firm Size, Age and Ownership

  • Ochieng, Haggai Kennedy;Park, Bokyeong
    • East Asian Economic Review
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    • 제21권4호
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    • pp.385-432
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    • 2017
  • This paper investigates how firm age, size and ownership are related with job creation and destruction, and how these patterns differ across transition and non-transition economies. The analysis finds that age is inversely related with gross job creation and net job creation in the two samples. This finding is consistent with the theory of the learning effect. The relationship between age and job destruction is indifferent in non-transition economies. On the contrary, old firms in transition economies destroy more jobs than young ones. The paper further establishes an inverse relationship between size and gross job creation in the two groups. However, there is divergence between the two samples; small firms in non-transition economies also exhibit a higher gross job destruction rate. Consequently large firms have a higher net job creation rate. In transition economies, small and large firms exhibit similar rates of job destruction. But small firms retain a higher net job creation rate. A more intriguing finding is that state owned firms do not underperform domestic private ones. This means these countries may be using soft budget constraint which allows state owned firms to overstaff. Finally, crowding out of SMEs by foreign owned firms is not evident in transition economies.

Crack constitutive model for the prediction of punching failure modes of fiber reinforced concrete laminar structures

  • Ventura-Gouveia, A.;Barros, Joaquim A.O.;Azevedo, Alvaro F.M.
    • Computers and Concrete
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    • 제8권6호
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    • pp.735-755
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    • 2011
  • The capability of a multi-directional fixed smeared crack constitutive model to simulate the flexural/punching failure modes of fiber reinforced concrete (FRC) laminar structures is discussed. The constitutive model is implemented in a computer program based on the finite element method, where the FRC laminar structures were simulated according to the Reissner-Mindlin shell theory. The shell is discretized into layers for the simulation of the membrane, bending and out-of-plane shear nonlinear behavior. A stress-strain softening diagram is proposed to reproduce, after crack initiation, the evolution of the normal crack component. The in-plane shear crack component is obtained using the concept of shear retention factor, defined by a crack-strain dependent law. To capture the punching failure mode, a softening diagram is proposed to simulate the decrease of the out-of-plane shear stress components with the increase of the corresponding shear strain components, after crack initiation. With this relatively simple approach, accurate predictions of the behavior of FRC structures failing in bending and in shear can be obtained. To assess the predictive performance of the model, a punching experimental test of a module of a façade panel fabricated with steel fiber reinforced self-compacting concrete is numerically simulated. The influence of some parameters defining the softening diagrams is discussed.

Thermal effects on nonlinear dynamic characteristics of polymer-CNT-fiber multiscale nanocomposite structures

  • Ebrahimi, Farzad;Habibi, Sajjad
    • Structural Engineering and Mechanics
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    • 제67권4호
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    • pp.403-415
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    • 2018
  • In the present study, nonlinear dynamic response of polymer-CNT-fiber multiscale nanocomposite plate resting on elastic foundations in thermal environments using the finite element method is performed. In this regard, the governing equations are derived based on Inverse Hyperbolic Shear Deformation Theory and von $K{\acute{a}}rm{\acute{a}}n$ geometrical nonlinearity. Three type of distribution of temperature through the thickness of the plate namely, uniform linear and nonlinear are considered. The considered element is C1-continuous with 15 DOF at each node. The effective material properties of the multiscale composite are calculated using Halpin-Tsai equations and fiber micromechanics in hierarchy. The carbon nanotubes are assumed to be uniformly distributed and randomly oriented through the epoxy resin matrix. Five types of impulsive loads are considered, namely the step, sudden, triangular, half-sine and exponential pulses. After examining the validity of the present work, the effects of the weight percentage of SWCNTs and MWCNTs, nanotube aspect ratio, volume fraction of fibers, plate aspect, temperature, elastic foundation parameters, distribution of temperature and shape of impulsive load on nonlinear dynamic response of CNT reinforced multi-phase laminated composite plate are studied in details.

乾性摩찰音 에 관한 硏究 (A Study on Dry Friction-Induced Sound)

  • 김재호;김석삼
    • 대한기계학회논문집
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    • 제8권6호
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    • pp.591-598
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    • 1984
  • 본 논문에서는 고체상호간 미끄름접촉에 의해 발생하는 진동과 소음의 특성을 조사하기 위해서 실험과 이론해석을 행하였다. 미끄름접촉과 관련된 소음에는 brake squeal 혹은 wheel screech등과 같이 stick-slip 형태의 동적 불안정 상태와 관련이 있는 squeal noise와, 겉보기로 동적 안정 상태에 있으나 미끄름접촉면간에 내재하는 미끄름접촉 고유의 불규칙한 동특성에 기인하여 발생하는 rubbing noise가 있다. 본 연구의 대상은 보다 기본적인 형태인 후자에 한한다.

시멘트콘크리트 포장구조계의 층별물성 및 응력추정에 관한 연구 (A Study on Evaluation of Layer Moduli and Stresses in Cement Concrete Pavement System)

  • 이승원;김문겸;김수일;황학주
    • 대한토목학회논문집
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    • 제10권1호
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    • pp.47-56
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    • 1990
  • 본 연구에서는 FWD시험의 표면 처짐곡선으로부터 시멘트 콘크리트 포장구조체의 물성 및 응력을 추정할 수 있는 역산반복기법을 개발하였다. 국내에 가설되어 있는 시멘트 콘크리트 포장구조체에 대한 요소설계를 실시하여 구한 모형들에 대하여 유한요소와 층탄성이론을 조합한 해석방법을 적용하여 처짐 특성 및 탄성 계수 추정식을 구하였다. 추정식에 의한 각 층의 탄성계수를 초기 탄성계수로 하고, 탄성계수 변화율과 처침 변화율의 관계를 이용하여 반복역산시 탄성계수 보정에 사용하였다. 각 고속도로 노선별로 효율적인 역산반복기법을 전산화하였으며, 수치모델을 통하여 신뢰성 및 타당성을 검증하였다.

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동적 구조물의 구조변화에 의한 진동해석 연구 (A Study of Vibration Analysis Due to Structual Changes of Dynamic Structure)

  • 현천성;이기형;정인성
    • 대한기계학회논문집
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    • 제16권11호
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    • pp.2033-2048
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    • 1992
  • 본 연구에서는 탄성체 구조물로 형성된 응용에서 좀더 공통된 상황에 관한 것 이다.유일한 선형해석모델의 규명에 필요한 정보제공을 위하여 충분히 넓은 진동수 범위에 걸쳐 응답을 측정하고, 구조물을 기진시키는 것은 불가능하고 비경제적이며 또 는 일반적으로 바람직하지 못할 것으로 생각된다.

Design of T-S Fuzzy Model based Adaptive Fuzzy Observer and Controller

  • Ahn, Chang-Hwan
    • 조명전기설비학회논문지
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    • 제23권11호
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    • pp.9-21
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    • 2009
  • This paper proposes the alternative observer and controller design scheme based on T-S fuzzy model. Nonlinear systems are represented by fuzzy models since fuzzy logic systems are universal approximators. In order to estimate the unmeasurable states of a given unknown nonlinear system, T-S fuzzy modeling method is applied to get the dynamics of an observation system. T-S fuzzy system uses the linear combination of the input state variables and the modeling applications of them to various kinds of nonlinear systems can be found. The proposed indirect adaptive fuzzy observer based on T-S fuzzy model can cope with not only unknown states but also unknown parameters. The proposed controller is based on a simple output feedback method. Therefore, it solves the singularity problem, without any additional algorithm, which occurs in the inverse dynamics based on the feedback linearization method. The adaptive fuzzy scheme estimates the parameters and the feedback gain comprising the fuzzy model representing the observation system. In the process of deriving adaptive law, the Lyapunov theory and Lipchitz condition are used. To show the performance of the proposed observer and controller, they are applied to an inverted pendulum on a cart.

Identification of impact forces on composite structures using an inverse approach

  • Hu, Ning;Matsumoto, Satoshi;Nishi, Ryu;Fukunaga, Hisao
    • Structural Engineering and Mechanics
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    • 제27권4호
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    • pp.409-424
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    • 2007
  • In this paper, an identification method of impact force is proposed for composite structures. In this method, the relation between force histories and strain responses is first formulated. The transfer matrix, which relates the strain responses of sensors and impact force information, is constructed from the finite element method (FEM). Based on this relation, an optimization model to minimize the difference between the measured strain responses and numerically evaluated strain responses is built up to obtain the impact force history. The identification of force history is performed by a modified least-squares method that imposes the penalty on the first-order derivative of the force history. Moreover, from the relation of strain responses and force history, an error vector indicating the force location is defined and used for the force location identification. The above theory has also been extended into the cases when using acceleration information instead of strain information. The validity of the present method has been verified through two experimental examples. The obtained results demonstrate that the present approach works very well, even when the internal damages in composites happen due to impact events. Moreover, this method can be used for the real-time health monitoring of composite structures.

유전자 재조합 대장균 발효의 최대 생산성을 위한 생육에서 제품 생성으로 전환시기의 최적화 (Optimization of Switching Time from Growth to Product Formation for Maximum Productivity of Recombinant Escherichia coli Fermentation)

  • ;신평균;서진호
    • 한국미생물·생명공학회지
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    • 제18권4호
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    • pp.394-400
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    • 1990
  • 유전자 조작된 세포 발효공정의 생산수율을 최대화하기 위하여 세포의 성장속도와 제품 생성속도간의 상반관계를 고려하여야 한다. 유전자 조작된 E.coli 발효에 있어, 최적화 이론을 적용하여 두 속도의 가중치를 결정함으로써 생산수율의 최대화를 꾀하였다. 성장저해제의 농도는 비 성장속도를 조절하고 결국 융합된 유전자의 발현 속도를 조절하는 변수로 사용되다. 이런 system의 특성을 위하여 간단한 unstructured model를 사용하였다.

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