• Title/Summary/Keyword: 상태변수의 변환

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Multivariate Drought Assessment Using Composite Drought Index (CDI(Composite Drought Index)를 이용한 다변수 가뭄 평가)

  • Yu, Ji Soo;Wassem, Muhammad;Kim, Tae Woong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.603-603
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    • 2015
  • 모든 외재적 형식의 가뭄을 모니터링하고 예측 및 평가하기 위해서는 가뭄지수가 필수적 요소로써 이용된다. 일반적으로 가뭄지수는 단일지수(single index), 다중지수(multiple index), 복합지수(composite index)로 분류되며 대부분 강수량, 유출량, 토양 수분량 등과 같은 하나의 변수만을 사용하는 단일지수이다. 가뭄지수는 가뭄평가에 있어서 각각의 장단점이 있다. 하나의 변수를 사용하는 가뭄지수는 계산이 간편하지만 가뭄의 물리적 특성을 정확하게 반영할 수 없기 때문에 신뢰할 수 있는 가뭄평가에 충분하지 않다. CDI(Composite Drought Index)는 PDSI(Palmer Drought Index), ADI(Aggregate Drought Index), SWSI(Surface Water Supply Index)와 같은 다중지수의 개념을 착안하여 고안되었으며, 모든 가뭄 형태(농업적 수문학적 기상학적)와 관련된 강우량, 유출량, 정규식생지수(NDVI)를 변수로써 사용하였다. NDVI는 MODIS(Moderate resolution imaging spectroradiometer)에서 제공하는 16일 간격의 위성자료를 이용하여 계산되었고 이와 시간 스케일을 맞추기 위해 나머지 두 변수 또한 16일 시계열을 사용하였다. CDI는 (1)각 변수들의 시계열을 행렬로 나타내고 (2)이것을 정규화하여 무차원 행렬로 변환한 후 (3)연구 지역의 최고습윤상태(most wet condition) 및 최고건조상태(most dry condition)의 차이값을 기반으로 하여 산정된다. 본 연구에서는 상대적으로 다른 유역에 비해 장기적이고 연속적인 자료를 확보할 수 있으며 농경지와 산림지역 비율이 높은 낙동강 유역을 대상유역으로 설정하였으며, 2001-2013년 기간의 자료를 이용하였다. 그 결과 연구 기간 중 실제 발생했던 가뭄을 반영하는 것을 확인하였다. 또한 CDI는 다양한 변수의 활용으로 가뭄의 물리적 특성의 반영이 가능하며 연구 지역의 기상 조건에 직접적으로 관련된 결과를 나타낸다. 자료의 가용성에 따라 적용범위가 제한적일 수 있으나 입력값으로 사용된 변수와 시계열을 편의와 효율에 따라 유연하게 적용할 수 있다. 따라서 CDI는 농업적, 수문학적, 기상학적 가뭄의 모든 관점을 통합하는 실용적 가뭄지수로써 사용될 수 있는 가능성을 포함하고 있다.

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Realtime Facial Expression Recognition from Video Sequences Using Optical Flow and Expression HMM (광류와 표정 HMM에 의한 동영상으로부터의 실시간 얼굴표정 인식)

  • Chun, Jun-Chul;Shin, Gi-Han
    • Journal of Internet Computing and Services
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    • v.10 no.4
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    • pp.55-70
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    • 2009
  • Vision-based Human computer interaction is an emerging field of science and industry to provide natural way to communicate with human and computer. In that sense, inferring the emotional state of the person based on the facial expression recognition is an important issue. In this paper, we present a novel approach to recognize facial expression from a sequence of input images using emotional specific HMM (Hidden Markov Model) and facial motion tracking based on optical flow. Conventionally, in the HMM which consists of basic emotional states, it is considered natural that transitions between emotions are imposed to pass through neutral state. However, in this work we propose an enhanced transition framework model which consists of transitions between each emotional state without passing through neutral state in addition to a traditional transition model. For the localization of facial features from video sequence we exploit template matching and optical flow. The facial feature displacements traced by the optical flow are used for input parameters to HMM for facial expression recognition. From the experiment, we can prove that the proposed framework can effectively recognize the facial expression in real time.

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Observer Design for Discrete-Time Nonlinear Systems with Output Delay (출력지연을 갖는 이산시간 비선형 시스템의 관측기 설계)

  • Lee, Sung-Ryul
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.49 no.3
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    • pp.26-30
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    • 2012
  • This paper presents the observer design method for discrete-time nonlinear systems with delayed output. It is shown that by considering a nonlinear term of error dynamics as an additional state variable, the discrete-time nonlinear error dynamics with time delay can be transformed into the discrete-time linear one with time delay. Sufficient conditions for existence of state observer are characterized by linear matrix inequalities. Finally, an illustrative example is given in order to show the effectiveness of our design method.

A Remeshing Criterion for Large Deformation Finite Element Analysis (대변형 유한요소해석에서 요소망의 재구성을 위한 기준)

  • Cho, Hae-Gyu;Chae, Soo-Won;Park, Jong-Jin
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.10
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    • pp.78-87
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    • 1996
  • In this paper, a remeshing criterion has been suggested in order to order to automate the remeshing decision during finite element analysis of metal forming. In order to use for the remeshing decision, two of remeshing criteria have been investigated. One is the use of error estimates based on errors in stresses and strain rate of the finite element solution and the other is the use of geometric characterisreics of distorted elements. As a result, the strain rate error estimate in power norm based on the former is found to give more valuable information about remeshing decision than the ones based on the latter. Examples are given to demon- strate the usefulness of the suggested eroor estimate as a remeshing criterion.

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A study of control capacity structure of by the lipoid state of stratum on the skin (피부각질의 유지질상태에서 조절기능구조에 관한 연구)

  • Kim, Jeong-Lae;Kim, Hye-Ju
    • The Journal of the Convergence on Culture Technology
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    • v.3 no.3
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    • pp.37-42
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    • 2017
  • We are designed to control the lipoid variation of the structure system with the stratum corneum on the skin. The skin structure is consisted of a morphology how to use the lipoid component, and the given skin structure is consisted of the mechanical shapes of the intercellular route and transcellular route, and is confirmed to control the variation state of the structure capacity. The skin impedance is appeared to result the value of measurement such as shapes of ${\lambda}-Lip-RSC$, ${\lambda}-Lip-RSL$, ${\lambda}-Lip-CSG$, ${\lambda}-Lip-CSS$ and ${\lambda}-Lip-RSB$. The condition is showed to the alteration difference value of the intercellular route and transcellular route. And, composition condition is established to separate the division parts for conversion system that is constructed with the alteration modeling. We will be possible to progress the improvement effectiveness of the continuous skin control system on the skin.

A Study on State Analysis of Heat Exchange between Counter-Flow Fluid via Fast Walsh Transform (고속 월쉬 변환을 이용한 이동 유체간 열교환 상태 해석에 관한 연구)

  • Kim, Tae-Hoon;Lee, Seung
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.15 no.6
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    • pp.73-81
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    • 2001
  • This study uses the distributed parameter systems resented by the spatial discretization technique. In this paper, the distributed parameter systems are converted into lumped parameter systems, End fast Walsh transform and the Picard's iteration method are allied to analysis the state of the systems. This thesis presents a new algorithm which usefully exercises the optimal contro1 in the distributed parameter systems. In exercising the optimal control of the distributed parameter systems, the excellent consequences are found without using the existing decentralized contro1 or hierarchical control method. This study can be applied to the linear time-varying systems and the non-linear systems. Farther researches are required to solve the problems of convergence in case of the numerous applicable intervals. The simulation proves the effectiveness of the proposed algorithm.

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Geometric Interpretation of the Unitary Jones Matrix and Its Vectorial Representation (유니타리 존즈행렬의 기하학적 해석과 벡터표현)

  • 노봉규;김진승
    • Korean Journal of Optics and Photonics
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    • v.5 no.1
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    • pp.25-30
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    • 1994
  • We derive a set of formuale which show one-to-one correspondence between the the unitary Jones matrices of transparent anisotropic media and the rotational transformations on the Poincare sphere. By using the formuale one can determine the vectorial representation of the rotational transformation on the Poincare sphere which specifies the direction of the axis and the angle of the rotation in terms of the three parameters specific to the corresponding unitary Jones matrix, and conversely the the three parameters of the uniatry Jones matrix in terms of the vectorial representation of the corresponding rotational transformation on the Poincare sphere. To understand the polarization transmission characteristics of an optical system consisting of transparent linear anisotropic media, start with the Jones calculus to get the unitary Jones matrix for the whole system and then convert it to a rotational transformation on the Poincare sphere, from which we can intuitively understand the effect of the optical system on the polarization state of the light passing through the system.

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AC/DC Resonant Converter to Control for DC Arc furnace (직류 전기아크로를 제어하기 위한 전원장치로서의 AC/DC 공진형 컨버터)

  • ;;Jaan Jarvik
    • The Transactions of the Korean Institute of Power Electronics
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    • v.8 no.1
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    • pp.1-8
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    • 2003
  • When solving the problems of electric power quality the converters with high Power factor are useful for the DC arc furnace power supply. In this paper, resonant converters of 50(60) Hz AC to DC arc described, where in each period of network voltage the capacitor and inductor of an oscillatory circuit are switched from series into parallel and vice versa parametrically. The duration of series and parallel connection and also the transformation ratio are dependent on load. Parallel oscillatory circuit restricts the short circuit current. These converters have high power factor from no-load to short-circuit and fit very well to supply are furnaces.

Unscented Transformation According to Scaling Parameter for Motor Drive without Position Sensor (위치 센서 없는 전동기 구동장치를 위한 스케일링 파라미터에 따른 무향 변환)

  • Moon, Cheol;Kwon, Young-Ahn
    • Journal of the Institute of Electronics and Information Engineers
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    • v.53 no.6
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    • pp.174-180
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    • 2016
  • This paper study about an unscented Kalman filter with a variety type of unscented transformation to estimate state values for speed control without position sensor of a permanent-magnet synchronous motor. The principles of an unscented transformation and unscented Kalman filter are examined and their application is explained. Generally the mapping process can be divided into two type, such as a basic and a general form according to a scaling parameter. And computation time, the number of samples, and weights about samples are different from each other. But, there is no little information on the scaling parameter value how this value influences the system performance. Simulation and experimental results show the validity of the designed unscented transformation performance with the various scaling parameter values for sensorless motor drive.

Studies on Probabilistic Nonlinear First Ply Failure Loads and Buckling Loads of Laminated Composite Panels (적층복합재료 패널의 확률론적 비선형 초기파단하중 및 좌굴하중에 관한 연구)

  • Bang, Je-Sung
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.17 no.6
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    • pp.1-10
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    • 2013
  • Probabilistic nonlinear first ply failure loads of flat composite panels and nonlinear buckling loads of curved composite panels with cutouts are estimated to provide the more reliable main load carrying structure in the renewable energy industry and offshore structures. The response surface method approximates limit state surface to a second order polynomial form of random variables with the results of deterministic finite element analyses at given sampling design points. Furthermore, the iterative linear interpolation scheme is used to obtain a more accurate approximation of the limit state surface near the most probable failure point (MPFP). The advanced first order second moment method and the Monte Carlo method are performed on an approximated limit state surface to evaluate the probability of failure. Finally, the sensitivity of the reliability index with respect to transformed random variables is investigated to figure out the main random variables that have an effect on failures.