• Title/Summary/Keyword: 구조모델링

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Reconstruction of Categories on the National Petition Site Using K-Means clustering and Topic Modeling (K-means 클러스터링과 토픽 모델링을 기반으로 한 국민청원 사이트의 카테고리 재구성)

  • Woo, Yun Hui;Kim, Hyon Hee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.05a
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    • pp.302-305
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    • 2019
  • 국민 청원 사이트가 뛰어난 접근성과 신속성으로 인하여 국민들로부터 많은 관심을 받고 있다. 현재 국민청원 사이트의 카테고리 분류는 '미래', '성장동력' 등을 포함한 16개의 카테고리 및 기타로 구성되어 있으나 그 기준이 모호하여 많은 청원글들이 기타 카테고리로 분류되고 있는 상황이다. 이는 청원글의 내용을 명확히 반영하지 않고 미리 정의된 카테고리 구조를 사용하고 있는데서 기인한다고 할 수 있다. 본 논문에서는 보다 구체적으로 정의된 카테고리를 정의하고자 추천 순으로 1,500개의 청원글을 수집하였고, 수집된 청원글의 내용을 바탕으로 카테고리 구조를 추출하였다. 먼저, k-평균 알고리즘을 적용하여 청원글을 군집하여 대분류를 정의하였고, 보다 구체적인 세부 분류를 정의하기 위하여 토픽모델링을 실시하였다. 본 논문에서 제시하는 계층적 카테고리 구조는 청원글의 내용을 바탕으로 대분류와 세부분류로 구성된 것이므로 새로운 청원글을 등록하거나 분류하는 데 적절한 것으로 보인다.

COINS- I : 가상발전소 개념에 따른 원자력 극한작업을 위한 지능형 상호협조 훈련시스템의 모델링

  • Cha, Kyungho
    • Proceedings of the Korean Nuclear Society Conference
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    • 1996.05a
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    • pp.608-613
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    • 1996
  • 본 논문에서는 고온, 고압, 그리고 방사능 준위가 높은 원자력발전소 구조물의 극한환경(Hazardous Environments)에서의 점검 및 보수에 대한 작업자의 훈련을 위해 지능형 상호협조 훈련시스템 (COINS-I: COoperative INtelligent training System-I)의 개념모델을 제안하였다. 비교적 방사능준위가 높은 격납용시 구조물과 보조(Auxiliary) 빌딩을 일차적 극한작업환경으로 설정하였다. 격납용기 구조물과 보조빌딩에 대한 가상발전소 환경(Virtual Plant Environments)을 모델링하여, 극한환경에서의 점검 및 보수훈련 Pilot 연구를 COINS-I의 개발목적으로 하였다. COINS-I은 점검, 보수훈련을 위한 가상발전소 환경을 갖는 극한작업 시뮬레이터, 지능형 Tutoring 기능을 갖는 극한작업 훈련프로그램, 3차원 가상인터페이스 등의 훈련장비를 갖는 훈련설비로 구성된다. COINS-I을 통한 교육 및 훈련 궁극적으로 작업자가 경험치 못한 극한작업(예를들면, 원자로해체, 중대사고, Life-extension 등)의 가상 시뮬레이션을 통한 훈련이 가능하여 방사능 피폭량을 저감하며, 극한작업 자동화를 위한 연구에의 활용이라 하겠다.

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Modeling of Real-time Concrete Compressive Strength Reduction Management System According to Water Reducing Ratio (감수율에 따른 실시간 콘크리트 압축강도 저하 관리시스템 모델링)

  • Kim, Joon-Yong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.07a
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    • pp.107-109
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    • 2022
  • 본 논문은 건설구조물 안전의 가장 중요한 요소 중 하나인 콘크리트 압축강도 안정성을 확보하기 위한 시스템으로, 콘크리트 구조물을 만들 재료인 레미콘의 수분 감소율에 따른 압축강도 감소 리스크를 관리할 수 있는 모델을 제시하였다. 동일한 물,시멘트비(W/C)로 생산된 레미콘은 현장타설시까지 교통환경으로 인한 도착시간 지연 및 강우, 강설 등 외부적인 요건으로 감수율이 발생하는 리스크가 발생한다. 이로 인해 콘크리트의 압축강도가 저감하는 중대한 문제가 발생한다. 본 연구에서 제시한 알고리즘을 이용하여 현장 타설전 콘크리트 시료의 함수율을 측정하여 감수율이 발생한 제품 발견시, 실시간으로 Operator로 GCM 기반의 Push Alarm을 전송하여 감수율이 반영된 제품을 제공함으로써 구조물의 안전성을 확보할 수 있는 시스템을 모델링하였다. 본 연구는 기존시스템의 문제점을 실시간으로 개선할 수 있는 것으로 건설현장의 구조물 안정성 확보에 효과가 클 것으로 기대된다.

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A Process-centric Simulation Modeling Method Improving Product, Process, and Facility Information Representation Method (제품, 공정, 설비 정보 표현 방법을 개선한 공정 중심 시뮬레이션 모델링 방법)

  • Baek, Seon-Jung;Oh, Daekyun;Lee, Dong Kun;Lee, Philippe;Ryu, Cheolho;Woo, Jong Hun;Jeong, Yong-Kuk
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.23 no.4
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    • pp.421-431
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    • 2017
  • A process-centric simulation modeling method has been proposed to define a shipbuilding simulation model. Existing modeling methods have limitations for expressing various production information for a shipyard. The advanced process-centric modeling method proposed in this paper offers an improvement, effectively representing production information and constraints for a shipyard. To achieve this, a method and diagram components to define a process-centric simulation model in detail have been suggested. The modeling method can assign priorities when multiple products and facilities are assigned to the process. And layer concept was applied to express simulation model with hierarchical structure. To verify the effectiveness of the modeling method, comparative analysis has been performed and the actual shipbuilding process has been modeled using the proposed method. When a single facility was used for various purposes, we found that the proposed method was more advantageous than existing methods. As a result, it was possible to express constraints and flows that were difficult to identify with existing process-centric simulation modeling methods, and the methods were improved for use in shipyard production planning verification simulations.

Investigating the Cognitive Process of a Student's Modeling on a Modeling-Emphasized Argument-Based General Chemistry Experiment (모델링을 강조한 논의 기반 일반화학실험에서 학생들의 모델링에 대한 인지과정 탐색)

  • Lee, Dongwon;Cho, Hey Sook;Nam, Jeonghee
    • Journal of The Korean Association For Science Education
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    • v.35 no.2
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    • pp.313-323
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    • 2015
  • The purpose of this study is to investigate the cognitive process of student's modeling on a modeling-emphasized argument-based general chemistry experiment. The participants were twenty-one freshman students. Six topics were carried out during the first semester and semi-structured interview was implemented at the end of the semester. Semi-structured interview questions were used to elicit elements of effective model, modeling strategies, difficulties that students have experienced during modeling, and resolving the difficulties that students have experienced during modeling. All student interview data were collected and transcribed. The results of this study are summarized as follows: (1) Elements of effective model were considered to be visual expression, persuasive explanation, and rhetorical structure. (2) Modeling strategies included arranging important keywords or writing the outline, and during the modeling process, students used various data, suggested data after reconstructing, suggested definitions and explanations of core concepts, used meta-cognition, and considering rhetorical structure. (3) Difficulties students have experienced during modeling could be categorized as lack of modeling strategy and understanding. (4) Resolving difficulties students have experienced during modeling could be categorized as modeling strategy and understanding. Students learn the strategy by feedback, modeling experience, evaluation of experimental report, models which they constructed previously and references, and the understanding of contents were achieved through arguments which occurred during classes and during the process of writing the experimental reports. These results suggest that when using modeling in teaching and learning, the argument-based learning strategy can be effective in enhancing students' modeling by helping them to understand meta-modeling with scientific concepts.

A Study on the Interactive Ship Compartmentation Modelling Technique Using Graphical User Interface (그래픽 지원 대화식 구획배치 모델링에 관한 연구)

  • W.S. Kang;K.Y. Lee
    • Journal of the Society of Naval Architects of Korea
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    • v.31 no.4
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    • pp.23-31
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    • 1994
  • The compartmentation model is represented by the characteristics and geometric information of the spaces defined by the structural members which are used for the boundary planes of the compartment. For the efficient compartment modeling a program performing the compartmentation design by the chopping and merging method was presented by authors. In this research, the development of an interactive ship compartmentation modeller is introduced. It is natural that the value of the program lessens if the input process is complicated and uneasy, even though the internal techniques for the compartmentation modeling are superior. In this paper, a method for the convenient input is proposed and implemented with the help of a graphical user interface technique. The modeling method introduced in this paper performs an efficient compartmentation modeling fast and conveniently by the solid modeling concept and the graphical user interface.

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Scalable Inductor Modeling for $0.13{\mu}m$ RF CMOS Technology ($0.13{\mu}m$ RF CMOS 공정용 스케일러블 인덕터 모델링)

  • Kim, Seong-Kyun;Ahn, Sung-Joon;Kim, Byung-Sung
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.46 no.1
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    • pp.94-101
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    • 2009
  • This paper presents scalable modeling of spiral inductors for RFIC design based on $0.13{\mu}m$ RF CMOS process. For scalable modeling, several inductor patterns are designed and fabricated with variations of width, number of turns and inner radius. Feeding structures are optimized for accurate de-embedding of pad effects. After measuring the S parameters of the fabricated patterns, double-$\pi$ equivalent circuit parameters are extracted for each device and their geometrical dependences are modeled as scalable functions. The inductor library provides two types of models including standard and symmetric inductors. Standard and symmetric inductors have the range of $0.12{\sim}10.7nH$ and $0.08{\sim}13.6nH$ respectively. The models are valid up to 30GHz or self-resonance frequency. Through this research, a scalable inductor library with an error rate below 10% is developed for $0.13{\mu}m$ RF CMOS process.

Foundation Modeling Considering the Soil-Structure Interaction (지반-구조물 상호작용을 고려한 기초모델링)

  • Lee, Yong-Jei;Kim, Tae-Jin;Maria, Feng
    • Journal of the Earthquake Engineering Society of Korea
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    • v.16 no.3
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    • pp.13-22
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    • 2012
  • Even with its significant influence on the dynamic analysis and foundation design of structures, sometimes the soil-structure interaction has been ignored during the design process. One of the reasons is due to the fact that the modeling procedures are too complicated to meet the requirements in practice. In this study, using the Cali(IT)2 building in California with high and frequent seismic activities, the analysis differences for different boundary conditions are reviewed. The Beam on Nonlinear Winkler Foundation Model, one of the foundation modeling methods, is modified for easy use by the Linear Matrix Inequalities Model Reduction Technique. The product of the proposed process is applied to create the Finite Element Model. The results show fairly good agreement with the real data acquired from the Cal(IT)2 building.

IFC-based Data Structure Design for Web Visualization (IFC 기반 웹 가시화를 위한 데이터 구조 설계)

  • Lee, Daejin;Choi, Wonik
    • Journal of KIISE
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    • v.44 no.3
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    • pp.332-337
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    • 2017
  • When using IFC data consisting of STEP schema based on the EXPRESS language, it is not easy for collaborating project stakeholders to share BIM modeling shape information. The IFC viewer application must be installed on the desktop PC to review the BIM modeling shape information defined within the IFC, because the IFC viewer application not only parse STEP structure information model but also process the 3D feature construction for a 3D visualization. Therefore, we propose a lightweight data structure design for web visualization by parsing IFC data and constructing 3D modeling data. Our experimental results show the weight reduction of IFC data is about 40% of original file size and the web visualization is able to see the same quality with all web browsers which support WebGL on PCs and smartphones. If applied research is conducted about the web visualization based on IFC data of the last construction phase, it could be utilized in various fields ranging from the facility maintenance to indoor location-based services.

PSNR Estimation of H.264/AVC Bitstream for Hierarchical- B Picture Structure (계층적 B-픽쳐 구조를 고려한 H.264/AVC 비트열의 PSNR 예측)

  • Seo, Jung-Dong;Sohn, Kwang-Hoon
    • Journal of Broadcast Engineering
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    • v.16 no.6
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    • pp.996-1008
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    • 2011
  • This paper proposes a PSNR estimation algorithm of H.264/AVC bitstream for hierarchical B-picture structure. The proposed method consists of a modeling method for DCT coefficients for I-pictures and an error estimation method for blocks encoded by skip mode. The modeling method selects an appropriate model between Laplacian and Cauchy model, and the error of skip mode is estimated from MSE values of reference pictures. Experimental results show that the modeling method predicts more accurate PSNR values than Laplacian and Cauchy model and the error estimation method of skip mode enhances PSNR estimation of hierarchical B-picture structure.