• Title/Summary/Keyword: 열-구조 모델

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Automatic Indexing for the Content-based Retrieval of News Video (뉴스 비디오의 내용기반 검색을 위한 자동 인덱싱)

  • Yang, Myung-Sup;Yoo, Cheol-Jung;Chang, Ok-Bae
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.5
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    • pp.1130-1139
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    • 1998
  • This paper presents an integrated solution for the content-based news video indexing and the retrieval. Currently, it is impossible to automatically index a general video, but we can index a specific structural video such as news videos. Our proposed model extracts automatically the key frames by using the structured knowledge of news and consists of the news item segmentation, caption recognition and search browser modules. We present above three modules in the following: the news event segmentation module recognizes an anchor-person shot based on face recognition, and then its news event are divided by the anchor-person's frame information. The caption recognition module detects the caption-frames with the caption characteristics, extracts their character region by the using split-merge method, and then recognizes characters with OCR software. Finally, the search browser module could make a various of searching mechanism possible.

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Shock Separation Test of KOMPSAT-II (다목적 실용위성 2호 충격 분리 시험)

  • 우성현;김홍배;문상무;김영기;김규선
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2003.11a
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    • pp.1000-1005
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    • 2003
  • The shock separation test simulates the environmental effects of the spacecraft separation from launch vehicle. The shock separation test for a structural model of KOMPSAT-Ⅱ(Korea Multi-Purpose SATellite Ⅱ) was performed in SITC(Satellite Integration & Test Center) launch environmental test hall at KARI(Korea Aerospace Research Institute) to verify the shock test requirement of the spacecraft, to predict the induced acceleration responses on the primary structures and payloads by the explosion of pyre-lock and to perform mechanical fit check. The spacecraft with S/A was mated vertically to LV(Launch Vehicle) adapter simulator via a clamp band, then hoisted and suspended above a foam test bed by four isolation springs secured to the spacecraft hoist fittings to isolate the payload platform shock wave from the sling elements. For separation process, real pyre-devices were used and the time response signals from 60 accelerometers installed on the interested points was acquired and recorded. The SRS responses for each response channels were calculated and the achieved SRS's on the separation plane was reviewed and evaluated in comparison to the ICD(Interface Control Document) value.

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The Premixed Flame in a Radiatively Active Porous Medium (복사열전달을 동반하는 다공성 매질내의 예혼합 화염)

  • 김정수;백승욱
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.13 no.2
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    • pp.265-270
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    • 1989
  • The present study considers the thermal structure variation in a porous medium caused by changing the most important radiative property of porous medium, absorption coefficient, as well as altering the physical dimension of porous medium and the equivalence ratio of premixed gas mixture. The radiation model was introduced as an unsteady differential form using the two-flux gray radiation model. The role of the conductive heat transfer through both gas phase and porous medium was found to be almost insignificant compared with that of the radiative heat transfer. The reaction zone shifted upstream and the flame thickness decreased as either the geometrical length of porous medium increased or the absorption coefficient decreased.

Performance Evaluation of C/SiC Composites (C/SiC 복합재료의 내열성능 평가)

  • Kim, Yun-Chul
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2007.04a
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    • pp.185-188
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    • 2007
  • The main objective of this research effort was to develope the performance of C/SiC composites manufactured by LSI (Liquid Silicon Infiltration) method for solid and liquid rocket propulsion system and ensure the performance analysis technique. The various carbon preform were manufactured by filament winding, tape rolling, involute layup and stack molding process. For the best performance of thermal and mechanical properties, many process conditions were tested and selected by varying preform, the content of SiC, temperature, impregnation resin and chemical vapour reaction. In conclusion, the high performance and reliability of C/SiC composite were proved for solid and liquid rocket propulsion system. And the performance analysis technique related to mathematical ablation model was originated.

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Time-Temperature Curve of road tunnel for fire (도로터널 내 화재에 따른 시간-온도 가열곡선 도출)

  • Choi, Min-Jung;Jang, Chang-Il;Lee, Sang-Woo;Kim, Joon-Mo;Won, Jong-Pil
    • Proceedings of the Korea Concrete Institute Conference
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    • 2008.04a
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    • pp.713-716
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    • 2008
  • This study is performed to propose a standard to evaluate fire protection assessment for concrete structures during a fire on road tunnel. Recently, a number of road tunnels have been rapidly increased and fire risk also multiplyed according to extend tunnel length, due to natural features and environmentally-friendly road construction in domestic. But we have not yet been prescribed appropriate time-temperature curve for tunnel fire. Therefore we presented fire design model and investigated time-temperature curve proposed by a foreign country considering traffic, a kinds of vehicles which are a basis of heat rate.

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Jet Entrainment Effect in Buoyant Jet and Iso-Thermal Fire Modeling (부력제트의 주위공기 유입효과 및 등온기체 모델링)

  • Lee, Eui-Ju
    • Fire Science and Engineering
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    • v.23 no.6
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    • pp.111-115
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    • 2009
  • Acetone LIF and Rayleigh scattering measurements were performed to identify the entrainment of ambient air in the buoyant jet qualitatively. The air entrainment near nozzle exit was enhanced with increasing both an axial distance and Reynolds number. The results supported that the air entrainment had to be considered in isothermal model for the development of its accuracy. Also, this paper provided an isothermal model based on the ideal plume, of which radiative heat loss fraction was assumed to 0.35 and the entainment of isothermal jet was considered. This simple model could be used in compartment or semi-enclosure fires such as tunnel, and it is more reliable because of introducing entrainment effect in isothermal jet.

Prediction on Web-based simulation result through Machine learning (머신러닝을 통한 웹 기반 시뮬레이션 결과 예측)

  • Kim, JiSu;Kang, MinKyu;Kwon, Hoon;Lee, JeongCheol
    • Annual Conference of KIPS
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    • 2019.10a
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    • pp.789-792
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    • 2019
  • 최근 IT 기술의 발전으로 웹 기반 시뮬레이션이 많은 연구에 도움을 주고 있다. EDISON은 그러한 시뮬레이션 환경을 제공해주는 플랫폼으로 전산열유체, 나노물리, 계산화학, 등 다양한 전문분야의 앱(이하 솔버)을 제공해준다. 이러한 솔버는 사용자가 그 솔버에 맞는 간단한 파라미터들만 입력하면 다양한 결과를 알아서 계산해 주는 편의를 제공해 주지만 입력 데이터에 따라 작업 시간이 상당히 혹은 무한히 걸릴 수 있기 때문에 언제 끝날지 모르는 작업의 완료 여부를 수시로 확인해야만 하는 불편함이 있다. 때문에 그 시간을 예측할 수 있다면 수시로 확인하는 불편함을 줄일 수 있다. 또한 오랜 시간이 걸리는 작업의 결과를 미리 알 수 있으면 사용자들에게 큰 도움이 될 것이다. 이런 점에서 본 논문에서는 시뮬레이션의 작업 결과와 수행 시간의 예측 모델을 적용해 보았다. 본 논문에서는 계산화학분야의 uChem 솔버의 결과 예측을 진행하였는데 uChem 솔버는 1주기 및 2주기 원자들로 이루어진 화합물의 최적화된 상태의 에너지 값과 구조를 보여주는 프로그램이다. 예측을 진행한 결과 에너지는 99%이상의 상당히 높은 정확도를 얻을 수 있었고 수행 시간의 경우 약 90%의 정확도를 얻었다. 이를 통해서 사용자로 하여금 더욱 편리한 서비스를 제공할 수 있을 것이다.

Structural Analysis and Performance Test of Graph Databases using Relational Data (관계형데이터를 이용한 그래프 데이터베이스의 모델별 구조 분석과 쿼리 성능 비교 연구)

  • Bae, Suk Min;Kim, Jin Hyung;Yoo, Jae Min;Yang, Seong Ryul;Jung, Jai Jin
    • Journal of Korea Multimedia Society
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    • v.22 no.9
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    • pp.1036-1045
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    • 2019
  • Relational databases have a notion of normalization, in which the model for storing data is standardized according to the organization's business processes or data operations. However, the graph database is relatively early in this standardization and has a high degree of freedom in modeling. Therefore various models can be created with the same data, depending on the database designers. The essences of the graph database are two aspects. First, the graph database allows accessing relationships between the objects semantically. Second, it makes relationships between entities as important as individual data. Thus increasing the degree of freedom in modeling and providing the modeling developers with a more creative system. This paper introduces different graph models with test data. It compares the query performances by the results of response speeds to the query executions per graph model to find out how the efficiency of each model can be maximized.

Probabilistic Time Series Forecast of VLOC Model Using Bayesian Inference (베이지안 추론을 이용한 VLOC 모형선 구조응답의 확률론적 시계열 예측)

  • Son, Jaehyeon;Kim, Yooil
    • Journal of the Society of Naval Architects of Korea
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    • v.57 no.5
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    • pp.305-311
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    • 2020
  • This study presents a probabilistic time series forecast of ship structural response using Bayesian inference combined with Volterra linear model. The structural response of a ship exposed to irregular wave excitation was represented by a linear Volterra model and unknown uncertainties were taken care by probability distribution of time series. To achieve the goal, Volterra series of first order was expanded to a linear combination of Laguerre functions and the probability distribution of Laguerre coefficients is estimated using the prepared data by treating Laguerre coefficients as random variables. In order to check the validity of the proposed methodology, it was applied to a linear oscillator model containing damping uncertainties, and also applied to model test data obtained by segmented hull model of 400,000 DWT VLOC as a practical problem.

A Study on Radar Rainfall Prediction Method based on Deep Learning (딥러닝 기반의 레이더 강우예측 기법에 관한 연구)

  • Heo, Jae-Yeong;Yoon, Seong Sim;Lim, Ye Jin;Bae, Deg-Hyo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.128-128
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    • 2022
  • 최근 호우의 빈도와 규모는 증가하는 추세이며 이에 따른 홍수 피해는 많은 피해를 야기하고 있다. 이러한 관점에서 홍수 피해에 대한 선제적 대응을 위한 요소로써 초단시간 강우예측 정보의 중요성은 매우 높다. 특히, 레이더 자료 기반의 강우예측은 수치예보모델과 비교하여 3시간 이내의 짧은 선행시간 이내의 높은 정확도를 갖고 있어 홍수예보에 다수 활용되고 있다. 최근에는 강우자료의 복잡한 관계와 특징을 고려하기 위해 딥러닝 기반의 강우예측 활용 사례가 증가하고 있으나 국내 적용 사례는 적어 관련 연구가 요구되는 실정이다. 본 연구에서는 레이더 강우를 활용한 딥러닝 기반의 강우예측 기법을 제안하고 이에 대한 적용성을 평가하고자 한다. 2차원 레이더 강우자료의 특징과 시계열 특성을 고려하기 위한 심층신경망 구조를 제안하였으며 기존 딥러닝 모형과의 비교를 통해 활용 가능성을 제시하고자 하였다. 적용 대상지역은 한강 유역으로 선정하였다. 정성적 평가를 위해 임계성공지수(CSI)를 활용하여 예측 강우에 대한 정확도를 평가하였으며 정량적 평가를 위해 예측 강우와 관측 강우의 상관관계를 분석하였다. 평가 결과, 제안하는 방법이 기존 모형과 비교하여 예측오차의 범위가 적고 강우의 위치 변화를 잘 반영하는 것으로 나타났다. 본 연구결과는 초단기간 강우예측 자료를 활용하는 홍수예보의 정확도 향상에 기여할 것으로 기대된다.

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