• Title/Summary/Keyword: 산출상태

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Development of a Building Safety Grade Calculation DNN Model based on Exterior Inspection Status Evaluation Data (건축물 안전등급 산출을 위한 외관 조사 상태 평가 데이터 기반 DNN 모델 구축)

  • Lee, Jae-Min;Kim, Sangyong;Kim, Seungho
    • Journal of the Korea Institute of Building Construction
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    • v.21 no.6
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    • pp.665-676
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    • 2021
  • As the number of deteriorated buildings increases, the importance of safety diagnosis and maintenance of buildings has been rising. Existing visual investigations and building safety diagnosis objectivity and reliability are poor due to their reliance on the subjective judgment of the examiner. Therefore, this study presented the limitations of the previously conducted appearance investigation and proposed 3D Point Cloud data to increase the accuracy of existing detailed inspection data. In addition, this study conducted a calculation of an objective building safety grade using a Deep-Neural Network(DNN) structure. The DNN structure is generated using the existing detailed inspection data and precise safety diagnosis data, and the safety grade is calculated after applying the state evaluation data obtained using a 3D Point Cloud model. This proposed process was applied to 10 deteriorated buildings through the case study, and achieved a time reduction of about 50% compared to a conventional manual safety diagnosis based on the same building area. Subsequently, in this study, the accuracy of the safety grade calculation process was verified by comparing the safety grade result value with the existing value, and a DNN with a high accuracy of about 90% was constructed. This is expected to improve economic feasibility in the future by increasing the reliability of calculated safety ratings of old buildings, saving money and time compared to existing technologies.

Geology and Occurrence of Black Sandstone and Black Shale Dimension Stones, Korea (흑색사암(오석)과 흑색셰일(청석) 석재자원의 지질과 산출유형)

  • Park Deok Won;Hong Sei Sun;Kim Chul Joo;Lee Choon Oh;Lee Byeong Tae;Yun Hyun Soo
    • Economic and Environmental Geology
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    • v.37 no.6 s.169
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    • pp.585-601
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    • 2004
  • A general study of domestic black sandstone and black shale quarries has not been made. For this reason it is difficult to know how the matter really stands. The objectives of this study are to achieve systematical and scientific study of the distribution, occurrences and rock quality of black sandstone and black shale resources exploited in existing quarries in the Boryeong area. The black sandstone bed survey was made from 54 mine claims on 4 sheets. In the area, 140 black sandstone and 22 black shale quarries were ascertained in 37 mine claims. The general development information data from that existing quarries were collected and synthesized. Among these black sandstone quarries for gravestones, monuments and black shale quarries for inkstone are in operation. Most of the black sandstone quarries were closed throughout the Gaewhari, Suburi, Seongjuri district in the investigated area even though these quarries had played a prominent part in the production of black sandstone. In view of commercial dimension stones, raw materials from black sandstone are classified as corestone and fresh rock body according to the characteristics of their occurrences and shape. Black sandstone beds are characteristically well-jointed and are particularly subdivided into cubic or quadrangular blocks in 3 joint sets. The colors of these black sandstones show medium dark $gray\~grayish$ black judging from the Rock Color Chart. The black sandstone beds which are intercalated in the Amisan, Jogeri, Baegunsa, Seongjuri Formations of the Daedong Supergroup are about $1\~10\;m$ in thickness.

Geological Occurrence and Mineralogy of Pyrophyllite Deposits in the Jinhae Area (진해 납석광상의 산상과 광물학적 특성)

  • Kwack, Kyo-Won;Hwang, Jin-Yeon;Oh, Ji-Ho;Yoon, Keun-Taek;Chi, Sei-Jeong
    • Journal of the Mineralogical Society of Korea
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    • v.22 no.2
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    • pp.163-176
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    • 2009
  • The pyrophyllite deposits located in Jinhae area have been studied through field observations and laboratory works including the X-ray diffraction (XRD), X-ray fluorescence (XRF), Electron probe microanalyzer (EPMA) and Inductively Coupled Plasma (ICP). The pyrophyllite deposits consist of mainly illite, dickite, pyrophyllite, diaspore, chlorite, pyrite and copiapite. According to the mineral assemblages, geological occurrences and alteration modes, the altered rocks can be classified into four types: Type A; quartz with silicifictaion, Type B; quartz + illite with illitization, Type C; quartz + dickite + illite with kaolin alteration, Type D; pyrophyllite + illite + dickite + diaspore with pyrophyllite alteraion. Rocks in Type A, which is generated by silicifictaion, have high $SiO_2$ contents more than 90 wt% and distinctive equigranular textures with microcrtstalline quartz. The pyrophyllites from the study area belong to 2M polytype. The host rocks of the pyrophyllite ore in this mine are rhyolitic rock, andecitic tuff and volcanic breccia. The alteration products seem to be controlled by the different lithology of the host rocks. The hydrothermal solution formed the deposits would be inferred to the acidic and have relatively high ionic activity of hydrogen and silica judging from alteration mineral assemblage. Pyrophyllite alteraion zone is generated by highest temperature condition of all alteration zone.

Research on optimal safety ship-route based on artificial intelligence analysis using marine environment prediction (해양환경 예측정보를 활용한 인공지능 분석 기반의 최적 안전항로 연구)

  • Dae-yaoung Eeom;Bang-hee Lee
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2023.05a
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    • pp.100-103
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    • 2023
  • Recently, development of maritime autonomoust surface ships and eco-friendly ships, production and evaluation research considering various marine environments is needed in the field of optimal routes as the demand for accurate and detailed real-time marine environment prediction information expands. An algorithm that can calculate the optimal route while reducing the risk of the marine environment and uncertainty in energy consumption in smart ships was developed in 2 stages. In the first stage, a profile was created by combining marine environmental information with ship location and status information within the Automatic Ship Identification System(AIS). In the second stage, a model was developed that could define the marine environment energy map using the configured profile results, A regression equation was generated by applying Random Forest among machine learning techniques to reflect about 600,000 data. The Random Forest coefficient of determination (R2) was 0.89, showing very high reliability. The Dijikstra shortest path algorithm was applied to the marine environment prediction at June 1 to 3, 2021, and to calculate the optimal safety route and express it on the map. The route calculated by the random forest regression model was streamlined, and the route was derived considering the state of the marine environment prediction information. The concept of route calculation based on real-time marine environment prediction information in this study is expected to be able to calculate a realistic and safe route that reflects the movement tendency of ships, and to be expanded to a range of economic, safety, and eco-friendliness evaluation models in the future.

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Occurrence and Morphological Characteristics of the Peperite in Mt. Juwang, Cheongsong (청송 주왕산 페퍼라이트의 산출상태 및 형태학적 특징)

  • Woo, Hyeon Dong;Jang, Yun Deuk
    • Economic and Environmental Geology
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    • v.47 no.2
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    • pp.97-105
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    • 2014
  • Peperite exposed along the Dajeonsa basalt in Mt.Juwang, Cheongsong emerged as a consequence of the simultaneity of volcano-sedimentary sequences. This study aims to classify peperites as morphological characteristics and infer the formation process by the field investigation, image analysis, X-Ray Diffractometer and polarization microscope for the magma-sediment interaction mechanism and paleoenvironment. As a result of the field investigation globular(fluidal) peperite is the representative feature at the bottom of Dajeonsa basalt, sub-angular peperite at the middle and irregular peperite at the top. Peperite domains range from sheet and pod or feeder conduit. Although the study that the morphologies of peperite are controled by the sorts of sediment and lava or magma has tended to center around the peperite, the study addresses not single mechanism but the multi-stage mechanism because Mt.juwang peperite, under the same conditions, varies in shapes and sizes and also the ratio of sediments that show the most change of the peperite affects to the formation of peperite.

The Preliminary Study for Genetic Environment of the Gem fields in the Pailling Area, Cambodia (캄보디아 빠일링지역의 보석광상의 성인에 대한 예비연구)

  • 김인준
    • Economic and Environmental Geology
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    • v.36 no.4
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    • pp.269-274
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    • 2003
  • This study, one of the projects for investigation of the precious metal deposits of the Circum-Pacific Ocean coon-tries, was performed in a gem field of Pailling, Cambodia, in which there are numbers of undeveloped mineral resources. The gem fields in the Pailling area are typically distributed in the laterite, lying on of weathered basalts. The gem grade of corundum is low in the surface soil horizon(less than 1 m in depth), but is higher in the subsurface. Occurrence and genetic environment of the precious stone are not concerned in the soils. A Precious stone that is already made from at the least upper part of volcanic rocks is produced in large quantities to undergoing to weathering of the rocks. A precious stone is made from upper part of the formation under the high temperature when volcano is vomiting or after vomiting. and/or made from between the formation under the high temperature when other volcano is vomiting. Volcanic rocks including precious stone are a little different from other volcanic rocks when volcano is vomiting, but chemical composition of rocks is not far different from other volcanic rocks.

Simulator Design for Autonomous Ship Control System using Intelligence Techniques (지능형 자율운항제어시스템을 위한 시뮬레이터 구현)

  • 이원호;김창민;김용기
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.12a
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    • pp.169-172
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    • 2001
  • 최근 들어 두드러지고 있는 선박 업계의 승조원 승선 기피현상에 따른 항해인력 부족현상을 해결하기 위해 선박의 자동화 및 지능화를 위한 연구가 활발히 전개되고 있다. 선박운항의 지능화를 이루기 위한 핵심적인 요소는 지능형 자율운항시스템이다. 지능형 자율운항시스템은 선박운항에 있어 항해 계획을 수립하고 현재의 선박운항 상태를 파악하여 선박을 적절히 제어하는 항해 전문가의 능력을 전산화 한 것이다 지능형 자율운항시스템은 실제 선박에 장착하여 성능을 검정되어야 하나, 시간과 경제적 측면의 현실적 문제로 인하여 시뮬레이터를 이용하여 테스트되는 추세이다. 년 연구에서는 지능형 자율운항시스템을 테스트하기 위한 선박조종시뮬레이터를 개발하였다. 선박조종시뮬레이터는 선박의 물리적 요소값 및 초기 상태에 대한 입력 값으로 초기화 한 후, 매 순간 자율운항 시스템의 출력 값인 조타 및 추진 제어치를 시간에 기초하여 입력 받는다 선박의 다음 상태는 선박 운동방정식을 모방하여 산출하고, 그 결과를 센서 값으로 변화하여 지능형 자율운항 시스템에 다시 제공한다. 본 연구의 선박조종시뮬레이터에서는 선박의 물리적 및 운항 특성을 모방하기 위해서 선박 운동방정식을 이용한다.

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원전 비상디젤발전기 엔진 상태진단용 초음파 및 진동센서 설치방법에 관한 연구

  • Lee, Sang-Guk;Choe, Gwang-Hui;Choe, Yu-Seong
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2012.04a
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    • pp.231-231
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    • 2012
  • 엔진의 상태진단을 위하여 사용되는 진동 및 초음파 신호는 진동 가속도계와 초음파변환기를 대상 엔진의 취약 부위에 부착하여 측정한다. 이들 센서는 연소와 관련된 고주파진동을 측정하는 능력이 있어서 사용되고 있다. 진동가속도계와 초음파변환기의 선정 및 설치는 진동해석에서 가장 중요한 결정 요소이다. 가속도계의 설치도 주파수응답에 영향을 준다. 초음파변환기는 전자기계적 변환기로서, 진동면에서 발생하여 공기 중으로 전파되는 음파를 감지한다. 초음파변환기는 사용할 수 있는 주파수대역이 아주 협소한 대신 가속도계보다 명확한 신호를 산출한다. 초음파변환기는 사용할 수 있는 아주 협소한 주파수역을 갖는 비용으로 가속도계보다 명확한 신호를 얻을 수 있다. 따라서 본 논문에서는 원전 비상디젤발전기 엔진 상태진단을 위한 초음파 및 진동센서의 설치방법에 따른 가속도계 및 초음파 센서의 응답 특성을 분석하고 주파수응답에 대한 영향에 따라 여러 가지 설치방법의 검토를 통하여 최적방법론을 도출한 결과를 소개하고자 한다.

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Development of Mobile Web Application for Skin Status Analysis Service (피부 상태 진단 서비스를 위한 모바일 웹 어플리케이션 개발)

  • Rew, Jehyeok;Jun, Kibec;Suk, Jangmi;Hwang, Eenjun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.11a
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    • pp.958-961
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    • 2014
  • 최근 영상 분석을 기반으로 한 서비스 어플리케이션의 공급량이 증가하는 추세이다. 특히, 피부 영상 분석 서비스의 경우 주목할 만한 이슈는 접근의 용이함과 편리성을 갖춘 서비스 어플리케이션의 개발이다. 본 논문에서는 사용자의 피부 상태 진단 서비스를 손쉽게 웹 상으로 제공받을 수 있는 어플리케이션 개발에 주안점을 둔다. 이를 위해 피부 현미경으로 촬영된 이미지에 이진화 및 질감 대비 향상, 노이즈 제거 등의 전처리 과정과 Watershed 알고리즘, 외곽선 검출 등의 과정을 거쳐 수치화된 데이터를 산출한다. 최종적으로 피부 주름, 거칠기, 유분, 톤, 민감성 정보를 검출하며 분석 결과를 사용자에게 보여준다. 분석된 피부 영상 정보를 통해 사용자는 쉽게 자신의 피부 상태를 진단 받을 수 있을 것으로 사료된다.

Crystal Chemistry and Paragenesis of Calc-silicate Minerals from Meta-sedimentary Rocks in Chuncheon Area: (I) Occurrence, Mineralogy, and Paragenesis (춘천 지역의 변성 퇴적암류에서 산출되는 석회 규산염 광물의 결정 화학과 생성: (I) 투각섬석의 산출상, 광물상 및 생성 관계)

  • 노진환;조현구;최진범
    • Journal of the Mineralogical Society of Korea
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    • v.8 no.2
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    • pp.57-72
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    • 1995
  • 춘천 지역 선캠브리아기의 구봉산층군 내의 백운석질 대리암에는 광역변성작용의 산물로서 조립질의 투각섬석이 주된 규산염 광물상을 이루며 산출된다. 이들은 배태 층준과 원암의 조성에 따라 두 가지 유형으로 구분된다. : (1) 투각섬석(흑회색)+방해석+백운석+활석, (2)투각섬석(백색)+금운모+백운석+방해석+K-장석, 백색의 투각섬석이 흑회색형보다 상대적으로 높은 Al과 알칼리 함유도를 보이지만, 전반적으로 모두 Mg-단종에 가까운 화학 조성을 갖는다. 투각섬석들이 격자 구조상의 결함 구조를 갖지 않는데 비해서, 금운모는 1M 구조형을 이루고 저면 격자 간격상에 녹니석 단위의 빈번한 개재에 의한 격자상의 구조적 결함이 흔히 관찰된다.방해석-백운석 지온계에 대한 연구와 TWEEQU 프로그램을 이용한 상평형도 작성을 통해서, 투각섬석들은 500~$600^{\circ}C$의 온도 범위, 8kb 정도의 압력 및 Xco2=0.2~0.5 조건에서 생성된 것으로 해석하였다. 이 지역의 투각섬석은 위와 같은 조건에서 지속적으로 평형 상태가 유지되고 상안정도가 증대되므로서, (1) 투휘석을 수반하지 않고, (2) 격자 구조상의 결합을 갖지 않는, (3) 자형의 큰 결정을 이루게 된 것으로 해석된다.

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