• 제목/요약/키워드: Transition matrix

검색결과 447건 처리시간 0.057초

Pseudospectral Legendre법을 이용한 근접 최적 제어 (Neighboring Optimal Control using Pseudospectral Legendre Method)

  • 이대우;조겸래
    • 한국정밀공학회지
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    • 제21권7호
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    • pp.76-82
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    • 2004
  • The solutions of neighboring optimal control are typically obtained using the sweep method or transition matrices. Due to the numerical integration, however, the gain matrix can become infinite as time go to final one in the transition matrices, and the Riccati solution can become infinite when the final time free. To overcome these disadvantages, this paper proposes the pseudospectral Legendre method which is to first discreteize the linear boundary value problem using the global orthogonal polynomial, then transforms into an algebraic equations. Because this method is not necessary to take any integration of transition matrix or Riccati equation, it can be usefully used in real-time operation. Finally, its performance is verified by the numerical example for the space vehicle's orbit transfer.

ARIMA(0,1,1)모형에서 통계적 공정탐색절차의 MARKOV연쇄 표현 (A Markov Chain Representation of Statistical Process Monitoring Procedure under an ARIMA(0,1,1) Model)

  • 박창순
    • 응용통계연구
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    • 제16권1호
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    • pp.71-85
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    • 2003
  • 일정 시간간격으로 품질을 측정하는 공정관리절차의 경제적 설계에서는 그 특성의 규명이 측정시점의 이산성 (discreteness) 때문에 복잡하고 어렵다. 이 논문에서는 공정 탐색 절차를 Markov 연쇄(chain)로 표현하는 과정을 개발하였고, 공정분포가 공정주기 내에서 발생하는 잡음과 이상원인의 효과를 설명할 수 있는 ARIMA(0,1,1) 모형을 따를 때에 Markov 연쇄의 표현을 이용하여 공정탐색절차의 특성을 도출하였다. Markov 연쇄의 특성은 전이행렬에 따라 달라지며, 전이행렬은 관리절차와 공정분포에 의해 결정된다. 이 논문에서 도출된 Markov 연쇄의 표현은 많은 다른 형태의 관리절차나 공정분포에서도 그에 해당하는 전이행렬을 구하면 쉽게 적용될 수 있다.

2차 마르코프 사슬 모델을 이용한 시계열 인공 풍속 자료의 생성 (Generation of Synthetic Time Series Wind Speed Data using Second-Order Markov Chain Model)

  • 유기완
    • 풍력에너지저널
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    • 제14권1호
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    • pp.37-43
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    • 2023
  • In this study, synthetic time series wind data was generated numerically using a second-order Markov chain. One year of wind data in 2020 measured by the AWS on Wido Island was used to investigate the statistics for measured wind data. Both the transition probability matrix and the cumulative transition probability matrix for annual hourly mean wind speed were obtained through statistical analysis. Probability density distribution along the wind speed and autocorrelation according to time were compared with the first- and the second-order Markov chains with various lengths of time series wind data. Probability density distributions for measured wind data and synthetic wind data using the first- and the second-order Markov chains were also compared to each other. For the case of the second-order Markov chain, some improvement of the autocorrelation was verified. It turns out that the autocorrelation converges to zero according to increasing the wind speed when the data size is sufficiently large. The generation of artificial wind data is expected to be useful as input data for virtual digital twin wind turbines.

A Numerical Modelling for the Prediction of Phase Transition Time(Ice-Water) in Frozen Gelatin Matrix by Ohmic Thawing Process

  • Kim, Jee-Yeon;Park, Sung-Hee;Min, Sang-Gi
    • 한국축산식품학회:학술대회논문집
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    • 한국축산식품학회 2004년도 제34차 추계 국제 학술대회
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    • pp.407-411
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    • 2004
  • Ohmic heating occurs when an electric current is passes through food, resulting in a temperature rise in the product due to the conversion of the electric energy into heat. The time spent in the thawing is critical for product sterility and quality. The objective of this study is to conduct numerical modelling between the effect of ohmic thawing intensity on PTT(phase transition time) at constant concentration and the effect of matrix concentrations on PTT at constant voltage condition. the stronger ohmic thawing intensity resulted in decreasing the PTT. High ohmic intensity causes short PTT. And the higher gelatin concentration, the faster increment of PTT. A numerical modeling was executed to predict the PTT influenced by the power intensity using exponential regression and the PTT influenced by gelatin concentration using logarithmic regression. Therefore, from this numerical model of gelatin matrix, it is possible to estimate exact values extensively.

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Observation of Elusive CF2Cl…Cl in Matrix Infrared Spectra and Density Functional Calculations

  • Cho, Han-Gook
    • Bulletin of the Korean Chemical Society
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    • 제34권11호
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    • pp.3274-3278
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    • 2013
  • $CF_2Cl{\cdots}Cl$, an elusive photo-isomer of $CF_2Cl_2$, has been observed in matrix IR spectra from the precursors exposed to radiation from laser ablation of transition-metals. Other plausible products, $CFCl_2{\cdots}F$ and $FClC{\cdots}F-Cl$ are not detected due to their considerably higher energies. Parallel to its previously reported analogues, the C-X bonds are considerably stronger than those of the reactant, and particularly the Cl atom that is weakly bound to the residual Cl atom forms an unusually strong carbon-halogen bond. NBO analysis reveals that the C-Cl bond is a true double bond, and the weak $Cl{\cdots}Cl$ bond is largely ionic, $F_2C=Cl^{\delta+}{\cdots}Cl^{\delta-}$. IRC computation reproduces smooth inter-conversion between the reactant and product, and the transition state is energetically close to the product, consistent with its prompt disappearance in the early stage of photolysis.

고상-액상 전이형 에멀젼의 레올로지 거동 (The Rheological Behaviors of Solid-Liquid Transfer Emulsion)

  • 박병규;한종섭;이상민;이천구;윤명석
    • 대한화장품학회지
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    • 제31권2호
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    • pp.135-140
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    • 2005
  • 본 연구는 고형상 에멀젼의 표면에서 일어나는 물리적 특성을 레올로지를 이용해 관찰해 보았다. 고형상 에멀젼이 전단변형에 따라 고상에서 액상으로의 전이시 전단속도가 큰 고형상 에멀젼의 경우 낮은 전단변형과 높은 전단변형에서 두 번의 전이구간을 보여주는 반면에 전단속도가 작은 고형상 에멀젼의 경우 높은 전단변형에서 전이구간이 한 번만 나타내는 것을 볼 수 있었다. 이는 고형상 에멀젼의 전단변형에 따른 표면의 물리적 특성이 중요한 요소로서 고형상 에멀젼의 구성요소에 따라 변화하게 된다. 유상과 수상으로 구성되어진 고형상 에멀젼에서 수상의 함량이 증가하게 되면 표면전이(surface transition) 구간이 점점줄어들다가 사라지는 것을 볼 수 있었으며, 유상과 분체로 구성되어진 고형상 에멀젼에서는 분체의 함량이 증가함에 따라 표면전이 구간이 점점 증가하는 것을 볼 수 있었다. 그리고 유상, 수상 그리고 분체로 이루어진 고형상 에멀젼에서는 분체의 함량이 증가함에 따라 표면전이 구간이 점점 줄어들다가 사라지는 것을 볼 수 있었다.

Evaluation on the Mechanical Performance of Low-Quality Recycled Aggregate Through Interface Enhancement Between Cement Matrix and Coarse Aggregate by Surface Modification Technology

  • Choi, Heesup;Choi, Hyeonggil;Lim, Myungkwan;Inoue, Masumi;Kitagaki, Ryoma;Noguchi, Takafumi
    • International Journal of Concrete Structures and Materials
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    • 제10권1호
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    • pp.87-97
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    • 2016
  • In this study, a quantitative review was performed on the mechanical performance, permeation resistance of concrete, and durability of surface-modified coarse aggregates (SMCA) produced using low-quality recycled coarse aggregates, the surface of which was modified using a fine inorganic powder. The shear bond strength was first measured experimentally and the interface between the SMCA and the cement matrix was observed with field-emission scanning electron microscopy. The results showed that a reinforcement of the interfacial transition zone (ITZ), a weak part of the concrete, by coating the surface of the original coarse aggregate with surface-modification material, can help suppress the occurrence of microcracks and improve the mechanical performance of the aggregate. Also, the use of low-quality recycled coarse aggregates, the surfaces of which were modified using inorganic materials, resulted in improved strength, permeability, and durability of concrete. These results are thought to be due to the enhanced adhesion between the recycled coarse aggregates and the cement matrix, which resulted from the improved ITZ in the interface between a coarse aggregate and the cement matrix.

문턱스며들기 이하 카본블랙 충진 폴리에칠렌기지 복합재료의 전기전도 특성 (Electrical Conduction Property of the Carbon Black-Filled Polyethylene Matrix Composites Below the Percolation Threshold)

  • 신순기
    • 한국재료학회지
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    • 제20권5호
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    • pp.271-277
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    • 2010
  • In this paper two aspects of the percolation and conductivity of carbon black-filled polyethylene matrix composites will be discussed. Firstly, the percolation behavior, the critical exponent of conductivity of these composites, are discussed based on studying the whole change of resistivity, the relationship between frequency and relative permittivity or ac conductivity. There are two transitions of resistivity for carbon black filling. Below the first transition, resistivity shows an ohmic behavior and its value is almost the same as that of the matrix. Between the first and second transition, the change in resistivity is very sharp, and a non-ohmic electric field dependence of current has been observed. Secondly, the electrical conduction property of the carbon black-filled polyethylene matrix composites below the percolation threshold is discussed with the hopping conduction model. This study investigates the electrical conduction property of the composites below the percolation threshold based on the frequency dependence of conductivity in the range of 20 Hz to 1 MHz. There are two components for the observed ac loss current. One is independent of frequency that becomes prevalent in low frequencies just below the percolation threshold and under a high electrical field. The other is proportional to the frequency of the applied ac voltage in high frequencies and its origin is not clear. These results support the conclusion that the electrical conduction mechanism below the percolation threshold is tunneling.

음악 추천을 위한 감정 전이 모델 기반의 음악 분류 기법 (Emotion Transition Model based Music Classification Scheme for Music Recommendation)

  • 한병준;황인준
    • 전기전자학회논문지
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    • 제13권2호
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    • pp.159-166
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    • 2009
  • 최근까지 장르나 무드 등의 정적 분류 기술자를 이용한 음악 정보 검색에 관한 다양한 연구가 진행되어 왔다. 정적 분류 기술자는 주로 음악의 다양한 내용적 특징에 기반하기 때문에 그러한 특징에 유사한 음악을 검색하는 데 효과적이다. 하지만 음악을 들었을 때 느끼게 되는 감정 내지 기분 전이를 이용하면 정적 분류 기술자보다 더 효과적이고 정교한 검색이 가능하다. 사람이 음악을 들었을 때 발생하는 감정 전이의 효과에 관한 연구는 현재까지 미비한 실정이다. 감정 전이의 효과를 체계적으로 표현할 수 있다면 기존의 음악 분류에 의한 검색에 비해 음악 추천 등의 새로운 응용에서 더 효과적인 개인화 서비스를 제공할 수 있다. 본 논문에서는 음악에 의한 인간 감정 전이를 표현하기 위한 감정 상태 전이 모델을 제안하고 이를 기반으로 새로운 음악 분류 및 추천 기법을 제안한다. 제안하는 모델의 개발을 위하여 다양한 내용 기반의 특징을 추출하였으며, 고차원 특징 벡터의 차원 감쇄를 위하여 NMF (Non-negative Matrix Factorization)를 사용하였다. 성능 분석을 위한 실험에서 SVM (Support Vector Machine)을 분류기로 사용한 실험에서 평균 67.54%, 최대 87.78%의 분류 정확도를 달성하였다.

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추이적 행렬을 이용한 패트리 넷 모델의 분석방법에 대한 연구 (A study on the analysis method of Petri Net Models Using the Transitive Matrix)

  • 송유진;이종근
    • 한국시뮬레이션학회논문지
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    • 제10권1호
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    • pp.13-24
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    • 2001
  • We propose a divide-conquer method of Petri nets under the condition of one-boundedness for all the Petri nets. We introduce the P-invariant transitive matrix of Petri nets and relationship between them. The feature of the P-invariant transitive matrix is that each element stands for the transitive relationship between input place and output place through the firing of the enable transition.

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