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A Practice of Nuclear Bigdata System for Machine Learning (기계학습을 고려한 원전 빅데이터 시스템)

  • Park, Jaekwan;Kim, TaekKyu;Jang, Gwi-Sook;Seong, SeungHwan;Koo, SeoRyong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.515-517
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    • 2021
  • 원전 빅데이터를 효율적으로 분석하고 수집된 데이터를 인공지능 서비스에 활용할 수 있도록 제공하기 위해서는 원전 데이터에 특화된 빅데이터 플랫폼이 필요하다. 단순히 시간 순으로 나열된 원시(Raw) 데이터는 의미있는 단위로 논리적으로 구분되어 관리될 필요가 있고, 사건/사고의 발생에 따른 분류가 필요하다. 뿐만 아니라, 다수의 데이터들을 분석하여 수천 개의 계측신호들 중에서 원하는 목적에 적합한 신호가 어떠한 것들인지를 찾아낼 수 있는 데이터 분석이 지원될 필요가 있다. 이는 기계학습 애플리케이션을 개발할 때 필수적인 고품질의 데이터 제공에 크게 기여할 수 있다. 본 연구에서는 원전 데이터를 효과적으로 처리하고 분석하기 위한 원전 데이터 전처리 및 분석 기술을 고안하고 이를 빅데이터 저장 인프라와 통합한 원전 빅데이터 처리 체계를 소개한다. 본 연구의 결과물은 본격적인 원전 빅데이터 시스템 구축 사업에 활용될 것으로 기대된다.

Interview - The movie featuring a city journey of the book published by 'Great Contract' will be released on April 21 "We want to show the power and value of a good space" (인터뷰 - '위대한 계약'이 만든 책의 도시 여정 담은 영화 4월 21일 개봉 "좋은 공간이 가진 힘과 가치 알리고 싶어")

  • Yuk, Hye-Min
    • Korean Architects
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    • s.636
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    • pp.28-33
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    • 2022
  • 세계 유일 책을 위한 도시이자 생태·예술이 어우러진 파주출판도시를 통해 우리가 살고 있는 도시의 의미와 가치를 돌아보고 새로운 미래를 그리는 도시·건축 다큐멘터리가 4월 21일 개봉한다. 제46회 서울독립영화제, 제12회 서울국제건축영화제 공식 초청작이자 제12회 DMZ국제다큐멘터리영화제 예술공헌상을 수상한 영화 <위대한 계약: 파주, 책, 도시> 얘기다. 이 다큐를 만든 기린그림의 김종신·정다운 감독은 앞서 <한국 현대건축의 오늘(2016)>, <한국 현대건축의 오늘: 집(2017)>과 <이타미 준의 바다(2019)>를 통해 건축과 삶, 예술혼을 영상으로 복원해 내며 관객들의 눈길을 사로잡은 바 있다. <이타미 준의 바다>는 프리 프로덕션부터 개봉까지 꼬박 8년이 걸린 작품이다. 경기 파주시 문발동 소재 국가문화산업단지인 파주출판도시는 민주화 이전 출판이 탄압받던 시절부터 출판인들이 꿈꾸던 책을 위한 도시다. 출판사들과 더불어 새로운 철학과 가치를 담은 이상적 공간, 즉 새로운 도시를 그리던 건축사들이 '위대한 계약'을 체결하면서 실현됐다. 아무도 관심 갖지 않았던 파주의 늪지는 특색 있는 건축물과 만나 심학산과 한강의 탁월한 낙조 경관을 자랑하며 세계에서 유일한, 책을 위한 생태도시가 됐다. 편집·인쇄·유통 출판 관련 인프라를 집약한 도시는 이후 영화제작사를 비롯한 영상 관련 업체들과 IT 업체들이 입주하며 종합문화예술 도시로 탈바꿈한다. 2019년 파주출판도시 기획 30주년을 기념해 도시의 발자취를 담기 위해 시작된 영화는 과거와 현재라는 두 개의 큰 축에서 진행되며 찬란한 도시의 여정을 그린다. 그러면서 건축을 넘어 우리가 살고 있는 도시를 생각해 보게 만든다.

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한우고기의 말레이시아 시장 가격경쟁력 분석: 쿠알라룸푸르 시장조사 결과를 중심으로

  • Seo, Hyo-Dong;Jo, Su-Hyeon;Gang, Je-Heon;Sin, Hye-Song
    • 한국벤처창업학회:학술대회논문집
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    • 2022.11a
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    • pp.217-226
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    • 2022
  • 그간 농식품부에서는 세계 여러나라와의 협상을 통해 2021년 6월 기준 홍콩, UAE, 캄보디아, 말레이시아로 수출 가능국을 확대한 것은 사실이나 2015년 한우고기 홍콩 첫 수출 이후 타 국가의 수출실적은 전무한 상황이다. 우리나라의 경우 쇠고기 수출 관련 할랄 인프라가 전무한 것이 가장 큰 문제이지만 더불어 할랄 시장에 대한 이해도와 시장상황에 대한 자료가 부족하여 관련 농가 및 업체들이 투자를 꺼려하는 것도 문제점 중 하나로 지적되고 있다. 본 연구팀은 세계 할랄 시장의 큰 축을 담당하고 있는 UAE, 말레이시아 중 할랄 도축관련 비관세 장벽이 비교적 낮은 말레이시아의 시장조사 및 관련기관 인터뷰를 실시하여 말레이시아 시장에서 한우고기의 가격경쟁력을 분석하였다. 조사·분석 결과 한우고기 1++등급의 경우 수출 조건(냉장/냉동) 및 경로(항공/해상)와 상관없이 사태, 앞다리를 제외한 모든 부분육에서 가격경쟁력이 있는 것으로 나타났다. 한우고기 1+등급의 경우 수출 조건(냉장/냉동) 및 경로(항공/해상)와 상관없이 사태, 앞다리를 제외한 모든 부분육에서 가격경쟁력이 있는 것으로 나타났다. 한우고기 1등급의 경우 수출 조건(냉장/냉동) 및 경로(항공/해상)와 상관없이 등심, 채끝 부분육에서 가격경쟁력이 있는 것으로 나타났다.

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Manufacturing process and food safety analysis of sous-vide production for small and medium sized manufacturing companies: Focusing on the Korean HMR market (중소규모 생산업체의 수비드 제품 생산을 위한 공정 및 안전성 분석: 한국 HMR 시장 중심으로)

  • Choi, Eugene;Shin, Weon Sun
    • Korean Journal of Food Science and Technology
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    • v.52 no.1
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    • pp.1-10
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    • 2020
  • The present study identified the restrictions on the use of sous-vide products in the Korean HMR market for small and medium-sized manufacturing companies. A detailed literature review revealed that the HMR market in Korea is close to saturation. Notably, the technologically advanced products produced using sous-vide seem to display significant potential to overcome market saturation. The sous-vide method differs from conventional cooking techniques and is characterized by maintenance of food texture along with flavor enhancement. However, due to the unfamiliarity of the manufacturers with this method and the unclear food safety regulations, mass food manufacturing companies do not agree on using this method; hence, sous-vide production is usually undertaken by small/medium sized companies catering primarily through online marketing portals. This study highlights the various restrictions to the implementation of sous-vide production, and discusses several practical implications of sous-vide production that would help users of this technique enter the HMR market.

A Study on the Revitalization of Container Cargoes in Donghae Port Using IPA Technique (IPA기법을 활용한 동해항 컨테이너 활성화 강화 방안에 관한 연구)

  • Park, Young-il;Nam, Tae-Hyun;Ma, Hye-Min;Yeo, Gi-Tae
    • Journal of Digital Convergence
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    • v.16 no.3
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    • pp.275-289
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    • 2018
  • It is necessary to develop a bridgehead port for trading with northern countries to promote trade through the East Sea because the East Sea Rim economic bloc around the Northeast Asia including South Korea, China, Russia, Japan, and North Korea has a high growth potential in the future. Therefore, this study aims to suggest a strategic direction to enhance the competitiveness of Donghae Port through reinforcement of container cargoes by conducting Importance-Performance Analysis (IPA) for stakeholders of Donghae Port. The analysis results suggest that it is necessary to improve the five evaluation factors: attractiveness of container and bulk volumes, appropriate ratio of export/import container quantities, frequency of vessel entry and diversity of sea routes, convenience of complex linked transportation, and competitiveness of cargo handling equipment. The implications of this study are as follows. First, it is necessary to continuously research the current status of container and bulk cargo volumes of the port and ways to increase the absolute cargo volume. Second, we need to consider realistic alternatives to improve the ratio of export/import container quantities. Third, in terms of network, we should establish a service improvement plan to increase the frequency of port calls and the diversity of sea routes. Furthermore, incentives should be provided to increase the trade volume of Donghae Port through strengthened complex linked transportation function. Finally, it is urgently necessary to provide investment support for container handling equipment as an essential requirement for the activation of the container cargoes in Donghae Port.

A Study on the Permeability through Concrete using RF Wireless Module for Reinforced Concrete Structure (철근콘크리트 구조물에 내제된 RF 무선송수신 모듈의 콘크리트 투과성 실험 연구)

  • Jo, Byung-Wan;Park, Jung-Hoon;Yoon, Kwang-Won;Kim, Heoun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.31 no.2D
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    • pp.295-302
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    • 2011
  • Ubiquitous is an information communication environment which peoples could connect on network without being conscious of the network and computer condition at anytime and anywhere. Presently, advanced technology, digital cities and eco-friendly cities using Ubiquitous technology are being focused through out the world. As recent information industry and communication technology have developed remarkably, studies on intelligent structures and structural maintenance methods by combining a general idea of connecting all objects on network by interpolating computers which is called Ubiquitous Computing, and USN(Ubiquitous Sensor Network) are being attempted. In this paper, a basic experiment on penetration of RF(Radio Frequency) sensor nodes using an experimental sample setting concrete and reinforcing bar as variables is studied to estimate the possibility of applying wireless sensor networks in structures. The spring of reinforcing bars, concrete thickness, intensity of radio frequency were set up as variables, transmitting and receiving distance were checked vertically and horizontally. Moreover, Spectrum Analyzer was used for checking the magnitude of the frequency used in order to measure the reduction of radio wave exactly. The radio wave reduction was numerically analyzed, and the influence of the wavelength was analysed as well. As a result, the penetration depth in concrete without reinforcing bars was 45cm, and in reinforced concretes which reinforcing bars placed at spacing of 5cm and 15cm, the penetration depth were 37cm and 45cm each. No influence on radio wave penetration depth were found when the spacing of reinforcing bars in the reinforced concrete structures becomes over 15cm.

Estimation of Appropriate Infiltration Rate and the Effects of the Flowerbed Type Infiltration System (화단형 침투시설의 단위설계침투량 산정 및 효과분석)

  • Han, Young-Hae;Lee, Tae-Goo
    • Journal of the Korean Institute of Landscape Architecture
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    • v.40 no.5
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    • pp.140-147
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    • 2012
  • This study developed a flowerbed type infiltration system that could control the amount of runoff discharge under a certain level estimated its proper design infiltration rate, and analyzed the effects of its implementation. Analyzing the performance of infiltration system is the one of the essential processes that should be under review to predict its effects after implementation when a rainwater infiltration system is included in a district-based plan. To estimate the unit design infiltration rate of this system, the runoff decrease effect was analyzed by varying the unit infiltration rate of the system applied to the parking lot adjacent to the Korea Institute of Construction Technology laboratory building by using a water balance analysis program. After varying the unit design infiltration to $0.1{\sim}3m^3/m^2.day$ to analyze the variation in the rate of runoff, 80% of the runoff was infiltrated at $1.0m^3/m^2.day$, and the unit infiltration design rate at the time was 0.0416(m3/m2.hr). It was also found that the unit design infiltration rate obtained from a field infiltration test of the developed system was about $0.045m^3/hr$. Based on this study, it was possible that infiltration rate is estimated to consider the economic scale and environmental effect. It is significant to apply the spatial plan of rainwater infiltration system as green infrastructure.

Study for the meaning of facade as media (디지털영상으로써 미디어파사드의 매체적 의미성 연구)

  • Lee, Jong Han
    • Cartoon and Animation Studies
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    • s.31
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    • pp.209-226
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    • 2013
  • With rapidly changing multimedia environment, various artistic changes and digitalized up-to-date social infra, urban environment construction based on culture contents has been activated. The large image in front of urban building that is expressed as media-façade, increasing rapidly in a recent period, is not a new thing at all. In addition, IT technology molten in city space is testing the possibility of new media through the meeting with architecture. However, unlike its infra enlargement, the definition about media-façade is not clear so the system was constructed in a level of night lightscape or outdoor image advertisement. The purpose of this guideline is the regulation from the negative aspect rather than the possibility of various visual, artistic media expressions. Therefore, it could not show essential concept of media-façade. Moreover, most of companies or building owners focus on short-term profit and marketing effect rather than prepare various contents so they can not use constructed infra properly. After all, in many cases, they discolor the meaning of media-façade. This paper is a pilot study to grasp the current definition of media-façade to construct right guideline of media-façade. On the basis of this study, it will prepare academic definition of media-façade and construct the guideline for design evaluation.

A Benchmarking Study on Green Roads Certification Policies using Case Studies (녹색도로 인증제도 도입을 위한 선진국 제도 및 사례 벤치마킹 연구)

  • Kim, Sang-Bum;Kwak, Hyun-Jun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.33 no.3
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    • pp.1173-1180
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    • 2013
  • The construction industry has been a major player in Korean economy growth and it has been accountable for more than 15% of GDP during the last decade. However, fast-growing construction industry has also produced some unpleasant side-effects. Environmental problems are identified one of the main issues in the Korean construction industry and they are closely related to minimizing the carbon emission and delivering environmental-friendly green products. The movement of green construction, now, is considered the next driving force for the industry which has significant impacts on the future. This research investigates this green construction while focusing on governmental policy implications such as green certificate for construction products. Green building has long been recognized as the leading green construction product and the green trends have expanded to infrastructure construction such as road construction. Therefore, this research concentrates on various green road certification processes in the United States in order to develop a framework for Korean green road certification. In doing so, some of the green roads application has also been analyzed. This research intends to provide background information for Korean green construction policies, especially on green road certification.

Development and Evaluation of Road Safety Information Contents Using Commercial Vehicle Sensor Data : Based on Analyzing Traffic Simulation DATA (사업용차량 센서 자료를 이용한 도로안전정보 콘텐츠 개발 : 교통시뮬레이션 자료 분석을 중심으로)

  • Park, Subin;Oh, Cheol;Ko, Jieun;Yang, Choongheon
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.2
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    • pp.74-88
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    • 2020
  • A Cooperative Intelligent Transportation System (CITS) provides useful information on upcoming hazards in order to prevent vehicle collisions. In addition, the availability of individual vehicle travel information obtained from the CITS infrastructure allows us to identify the level of road safety in real time and based on analysis of the indicators representing the crash potential. This study proposes a methodology to derive road safety content, and presents evaluation results for its applicability in practice, based on simulation experiments. Both jerk and Stopping Distance Index (SDI) were adopted as safety indicators and were further applied to derive road section safety information. Microscopic simulation results with VISSIM show that 5% and 20% samples of jerk and SDI are sufficient to represent road safety characteristics for all vehicles. It is expected that the outcome of this study will be fundamental to developing a novel and valuable system to monitor the level of road safety in real time.