• Title/Summary/Keyword: 천이예측

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Early Warning for Transient Recognition at Nuclear Power Plants (원전 과도상황 인지를 위한 조기 경고)

  • Park, Jaekwan;Kim, TaekKyu;Seong, SeungHwan;Koo, SeoRyong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.667-669
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    • 2022
  • 최근 고도화 되고 있는 인공지능 기술은 복잡한 데이터 속에서 내재된 인사이트를 발견하여 상태 변화를 진단하고 예측하는데 활용되고 있다. 이러한 첨단 기술을 활용하여, 원자력 발전소에서 공정상태가 비정상 또는 비상 상태로 악화되기 전에 운전원이 인지할 수 있다면 공정상태를 정상으로 회복하는데 도움을 줄 수 있다. 이 논문에서는 공정상태 판단을 위한 딥러닝 모델을 활용하는 지능형 조기 경고 개념을 제안한다. 공정상태의 변화 추세를 예측하는 목적으로 사용하는 지능형 조기 경고는 기존 경보 보다 단순화된 상태 천이 메커니즘을 사용하여 운전원의 부담이 증가하지 않도록 한다. 또한, 사고 시나리오 데이터로 딥러닝 모델로 학습하고 지능형 조기 경고 화면을 구현하여 운전원을 지원하기 위한 구현방향을 제시한다.

Vegetation of Chiaksan National Park in Gangwon, Korea (치악산국립공원의 식생)

  • Song, Hong-Seon;Cho, Woo
    • Korean Journal of Environment and Ecology
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    • v.21 no.4
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    • pp.356-365
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    • 2007
  • This study was conducted to evaluate the changed vegetational community structure according to vegetational succession in Chiaksan National Park of Korea by applying ordination and classification method of floristic composition along with the actual vegetation by correlation. As for the ratio of actual vegetation, Mongolian oak forest(33.1%) was the highest, followed by mixed forest(16.2%), Japanese larch forest(15.6%), deciduous broad-leaved forest(14.7%), red pine forest(11.1%), Korean pine forest(2.3%) and Pitch pine forest(0.1%), respectively. The vegetation was classified into Acer pseudosieboidianum-Quercus mongolica community, Cornus controversa-Carpinus cordata community, Quercus sonata community, Pinus densiflora community and afforestation. The Acer pseudosieboldianum-Quercus mongolica community-a subordinately ranked community-was divided into Carpinus laxiflora-Sassa borealis community, Fraxinus rhynchophylla community and Symplocos chinensis for. pilosa-Carex siderosticta community. The results of community classification using by ordination and classification method of floristic composition were similar to each other. The vegetational succession, with the combination of Quercus mongolica, Acer pseudosieboldianum and Rhododendron schlippenbachii, was predicted to form a climax forest from above the hillside.

Heat transfer characteristic and flow pattern investigation in micro-channels during two-phase flow boiling (이상 유동 비등 시 마이크로 채널에서의 열전달 특성과 유동양식 조사)

  • Choi, Yong-Seok;Lim, Tae-Woo
    • Journal of Advanced Marine Engineering and Technology
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    • v.39 no.7
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    • pp.696-701
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    • 2015
  • Two-phase flow boiling experiments were conducted in 15 micro-channels with a depth of 0.2 mm, width of 0.45 mm, and length of 60 mm. FC-72 was used as the working fluid, and the mass fluxes ranged from 200 to $400kg/m^2s$. Tests were performed over a heat flux range of $5-40kW/m^2$ and vapor quality range of 0.1-0.9. The heat transfer coefficient sharply decreased at a lower heat flux and then was kept approximately constant as the heat flux is increased. Based on the measured heat transfer data, the flow pattern was simply classified into bubbly, slug, churn, and wavy/annular flows using the existing method. In addition, these classified results were compared to the transition criterion to wavy/annular regime. However, it was found that the existing transition criterion did not satisfactorily predict the transition criterion to annular regime for the present data.

A New k-$\varepsilon$ Model for Prediction of Transitional Boundary-Layer Under Zero-Pressure Gradient (압력 구배가 없는 평판 천이 경계층 유동을 예측하기 위한 k-$\varepsilon$모형의 개발)

  • Baek, Seong-Gu;Im, Hyo-Jae;Jeong, Myeong-Gyun
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.25 no.3
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    • pp.305-314
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    • 2001
  • A modified model is proposed for calculation of transitional boundary layer flows. In order to develop the eddy viscosity model for the problem, the flow is divided into three regions; namely, pre-transition region, transition region and fully turbulent region. The pre-transition eddy-viscosity is formulated by extending the mixing length concept. In the transition region, the eddy-viscosity model employs two length scales, i.e., pre-transition length scale and turbulent length scale pertaining to the regions upstream and the downstream, respectively, and a universal model of stream-wise intermittency variation is used as a function bridging the pre-transition region and the fully turbulent region. The proposed model is applied to calculate three benchmark cases of the transitional boundary layer flows with different free-stream turbulent intensity (1%∼6%) under zero-pressure gradient. It was found that the profiles of mean velocity and turbulent intensity, local maximum of velocity fluctuations, their locations as well as the stream-wise variation of integral properties such as skin friction, shape factor and maximum velocity fluctuations are very satisfactorily predicted throughout the flow regions.

Macroscopic Analysis on Supercritical Transition of Liquid Hydrocarbon Fuel (액체탄화수소의 초임계 천이과정에 대한 거시적 특성 분석)

  • Shin, Bongchul;Kim, Dohun;Son, Min;Lee, Keunwoong;Song, Wooseok;Koo, Jaye;Kwon, Oh Chae
    • Journal of the Korean Society of Propulsion Engineers
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    • v.20 no.4
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    • pp.26-33
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    • 2016
  • In order to analyze supercritical transition of liquid hydrocarbon fuel which used propulsion engine, visualization of phase changing using Methylcyclohexane (MCH) was performed. Also, measurements of temperature and pressure were conducted to obtain saturation lines of MCH and Decane. delayed increase of the pressure existed near the critical point due to dramatical increase of specific heats and the critical opalescence was only observed from the end point of delaying to the critical point. Beyond the critical point, the boundary between phases disappeared and the strong density gradient was observed. As the comparison between experimental and numerical saturation lines, the numerical estimation for mixture had relatively little difference while the results of pure components had almost coincidence.

Excited States of Photoreceptor Molecules (I). Peridinin (광합성 에너지 수용색소 분자의 Excited States (第1報) Peridinin)

  • Pill-Soon Song;Tae Young Lee
    • Journal of the Korean Chemical Society
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    • v.23 no.5
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    • pp.314-319
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    • 1979
  • The electronic spectrum of marine dinoflagellate antenna pigment, peridinin, has been described in terms of PPP SCF MO CI computations and fluorescence polarization of the peridinin component in photosynthetic pigment complex of Amphidinium carterae. The main absorption band at 470 nm, $^1B{\leftarrow}A$, is polarized nearly along the long molecular axis. There appear to be two ${\pi}{\rightarrow}{\pi}^*$ transitions (C and $D{\leftarrow}A$) in the socalled "cis" peak region, and they are polarized roughly parallel to the main $B{\leftarrow}A$ absorption. In addition, we have found that the carbonyl group undergoes very 1ittle reorganization of the electronic structure in going from the ground to the $^1B$ excited states of peridinin, while the allenic group shows a strong charge transfer tendency in producing an electron-deficient allente allene group in the excited state.

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Numerical Simulation for Near Field-Behavior of Wastewater Discharged into Stagnant Ambient in Coastal Region (연안지역의 정체수역에서 방류되는 하$\cdot$폐수의 근역거동 수치모의)

  • Kwon, Seok-Jae;Seo, Il-Won
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.17 no.3
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    • pp.166-177
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    • 2005
  • This study developed the jet integral model to analyze the behavior of the wastewater discharge in the near field using the fourth order Runge-Kutta method in order to numerically solve the problems of six ordinary differential equations and six unknowns. This jet integral model used the entrainment hypothesis and the manipulation of sonle shape constant. This study also conducted the hydraulic experiments fnr single horizontal buoyant Jet using LIF through the calibration procedure. The results calculated by the previous models, CORMIX 1 and VISJET, and the proposed jet integral model were compared to the hydraulic experimental results. The centerline trajectories predicted by the proposed model were in good agreements with the experimental results in the transition region whereas the trajectories calculated by the VISJET model agreed well with the measured data in the momentum and buoyancy-dominated regions. The centerline dilution calculated by the proposed model agreed generally with the measured dilution in the intial and transition regions while the centerline dilution predicted by the CORMIX 1 was in good agreements with the experimental results in the momentum and buoyancy-dominated regions.

Co/Pd 다층박막의 자구형상 및 자구동력학

  • 최석봉;신성철
    • Proceedings of the Korean Vacuum Society Conference
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    • 1999.07a
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    • pp.156-156
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    • 1999
  • 자성박막에 존재하는 자기구역의 형상 및 동력학은, 자성박막의 학문적 연구와 응용기술 개발의 핵심을 제공하는 매우 중요한 분야의 하나로서, 최근 크게 관심이 고조되고 있다. 본 연구에서는 차세대 광자기 재질로 각광받고 있는 Co/Pd 다층박막에서의 자기구역 형상 및 자기구역 동력학을 연구하였다. 전자빔 진공증착 시스템을 사용하여, Co 층의 두께와 Pd층의 두께, 그리고 전체 층수가 변화하는 일련의 Co/Pd 다층박막 시료를 제작하였다. 제작된 모든 시료가 명목두께에 대하여 4%의 정밀도로 제작되었음을 확인하였고, 제작된 시료의 자기 및 광자기 성질은 자기이력곡선 등을 측정하였다. 또한 고성능 광자기 Kerr 현미경 시스템을 이용하여 자성박막에 존재하는 자기구역의 형상 및 자기구역 동력학을 관찰하였다. 이 장비는 1,000배의 배율에서 0.3$\mu\textrm{m}$의 공간분해능을 가지며 실시간 자기구역 영상을 CCD 카메라를 통해 컴퓨터에 저장함으로써, 자지구역 거동현상을 관찰할 수 있다. 자성다층박막에 존재하는 자기구역의 형상을 이론적으로 예측하기 위하여, 다층박막 구조에서의 정자기 에너지를 일반적으로 계산할 수 있는 이론을 유도하였다. 이 이론을 통해 다층박막의 자성층의 두께가 두꺼워짐에 따라, 자기구역의 형상이 단일 자기구역 형상에서 줄무늬 자기구역 형상으로 천이함을 예측할 수 있었고, 이러한 지구구역 천이현상을 Co-Pd 다층박막의 자화역전현상을 연구하였고, 새로운 자구동력학 정량분석기술을 개발하여 Co/Pd 다층박막에 적용함으로써 자화역전의 자구벽 이동속도와 핵형성 확률을 각각 정량적으로 구하였다. 이러한 관찰 및 분석기술을 통하여, Co/Pd 다층박막의 층구조에 따라 대조적인 자화역전현상이 존재함을 관찰하였다. 이러한 대조적인 자화역전현상을 결정짓는 요인을 연구하기 위해서 나노자성학이온을 이용한 자화역전현상을 결정짓는 요인을 연구하기 위해서 나노자성학이온을 이용한 자화역전모델을 개발하였으며, 이를 통하여 자성박막의 거시적 자기성질에 의해 이러한 대조적인 자화역전모델을 개발하였으며, 이를 통하여 자성박막의 거시적 자기성지에 의해 이러한 대조적인 자화역전현상이 결정될 수 있음을 설명하였다. 또한, 미시적 자기이력곡선 측정을 통하여 자성박막구조에 따른 국소적인 구조불균일성을 관찰하였고, 이러한 구조불균일성 또한 대조적인 자화역전현상을 결정하는 큰 요인임을 논의하였다.

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Depth Averaged Numerical Model for Sediment Transport by Transcritical Flows (급변류에 의한 하상변동 예측을 위한 수심적분 수치모형)

  • Kim, Boram;Kim, Dae-Hong
    • Journal of Korea Water Resources Association
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    • v.47 no.11
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    • pp.1061-1066
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    • 2014
  • A stable second-order finite volume method was proposed to predict sediment transport under rapidly varied flow conditions such as transcritical flow. For the use under unsteady flow conditions, a sediment transport model was coupled with shallow water equations. HLLC approximate Riemann solver based on a monotone upstream-centered schemes for conservation laws (MUSCL) reconstruction was used for the computation of the flux terms. From the comparisons of dam break flow experiments on erodible beds in one- and two-dimensional channels, good agreements were obtained when proper parameters were provided. Lastly, dam surface erosion problem by overtopped water was simulated. Overall, the numerical solutions showed reasonable results, which demonstrated that the proposed numerical scheme could provide stable and physical results in the cases of subcritical and supercritical flow conditions.

Design of a 1.2kW 14V Low Voltage Output High Efficiency Full-Bridge DC-DC Converter (1.2kW 14V 저전압 고효율 플-브릿지 DC-DC 컨버터 설계)

  • Jang, Dong-Wook;Kim, Hoon;Kim, Hee-Jun
    • Proceedings of the KIEE Conference
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    • 2008.10b
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    • pp.524-525
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    • 2008
  • 본 논문에서는 각각의 스위치 시비율(Duty ratio)의 변화를 이용한 기존의 풀-브릿지 방식과 두 쌍의 스위치 신호 위상 변화를 이용한 위상천이 풀-브리지(Phase-shift Full-bridge) 방식의 차이점을 서술하였다. 위상천이 컨버터의 안정성을 연구하기 위하여, 출력 전류의 맥동(ripple)을 작게 하는 배전류(Current Doubler) 정류회로와 효율을 높이기 위한 동기 정류기(Synchronous Rectifier)를 포함한 평균화 된 스위치 모델을 제안한다. 이 모델을 이용하여 PSPICE 시뮬레이션을 통해 안정성을 고찰하였으며 1.2kW급 170-14V DC-DC 컨버터의 시작품을 제작 후 시뮬레이션 결과와 시작품 결과를 비교하였다. 시뮬레이션의 경우 위상여유는 $58^{\circ}$ 시작품의 위상여유는 $68^{\circ}$로 나타났으며 교차주파수는 12kHz로 동일하게 나오는 것을 확인하였다. 따라서 제안한 시뮬레이션 모델을 이용하여 실제 회로의 안정성을 예측할 수 있으며 이를 실제 회로 제작에 활용 할 수 있다.

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