• 터널과지하공간
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• 제34권3호
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• pp.208-217
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• 2024

AI영상 기반 건설현장 안전관리 모니터링 시스템 개발 및 적용하는 추세에 다양한 환경변화에 따른 위험 객체 탐지 딥러닝 모델 개발에 많은 연구적 관심이 쏟아지고 있다. 여러 환경 변화요인 중 저조도 조건에서 객체 검출 모델의 정확도는 현저히 감소하며, 저조도 환경을 고려한 학습을 수행하더라도 일관적인 객체 탐지 정확도를 확보할 수 없다. 이에 따라 저조도 영상을 강화하는 영상 전처리 기술의 필요성이 대두된다. 따라서, 본 논문은 취득된 건설 현장 영상 데이터를 활용하여 다양한 딥러닝 기반 저조도 영상 강화 모델(GLADNet, KinD, LLFlow, Zero-DCE)을 학습하고, 모델별 저조도 영상 강화 성능을 비교 검증실험을 진행하였다. 저조도 강화된 영상을 시각적으로 검증하였고, 영상품질 평가 지수(PSNR, SSIM, Delta-E)를 도입하여 정량적으로 분석하였다. 실험 결과, GLADNet의 저조도 영상 강화 성능이 정량·정성적 평가에서 우수한 결과를 보여줬으며, 저조도 영상 강화 모델로 적합한 것으로 분석되었다. 향후 딥러닝 기반 객체 검출 모델에 저조도 영상 강화 기법이 전처리 단계로 적용한다면, 저조도 환경에서 일관된 객체 검출 성능을 확보할 것으로 예상된다.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2018년도 추계 학술논문 발표대회
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• pp.16-17
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• 2018

A few years ago, the rapid degradation of domestic air quality has led to the efforts of exhaust gas policy and fine dust mask, but it is not a fundamental measure. In Korea, photocatalyst will be applied to residential and multi-use facilites to purify indoor and outdoor air. Also, in this study, it is tried to produce exposed concrete that is aesthetically pleasing as well as air purification of indoor by combining with light transparent concrete according to the increasing interest in human indoor living environment. For this purpose, we have developed a block formwork for photocatalysis light transparent concrete and established a suitable manufacturing method for on-site construction.

• 한국건설관리학회:학술대회논문집
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• 한국건설관리학회 2007년도 정기학술발표대회 논문집
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• pp.909-914
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• 2007

건설 프로젝트가 점차 대형화, 복잡화, 전문화 되면서 지속적으로 변화하는 건설 환경에 대응할 수 있는 프로젝트 관리 기법 개발에 대한 요구가 증가하고 있다. 건설 프로젝트의 특성상 관리 기법은 건설 현장이나 구조물의 유지 관리 단계에서 발생하는 방대한 양의 정보를 실시간으로 수집하고 처리하여 표현할 수 있어야 한다. 이를 위해 국내외적으로 실시간 3차원 공간 모델링 방법의 개발에 대한 연구가 활발히 진행되고 있으며, 실시간 3D 공간 정보 획득은 모델링을 위한 필수 요소라 할 수 있다. 최근 개발된 플래시 레이다는 실시간으로 주변 환경에 대한 3차원 공간 정보 획득이 가능하도록 하는 장비로 건설 산업에서의 3차원 공간 모델링 시스템에 가장 적합한 기술이라 할 수 있다. 본 논문에서는 보다 정확한 3차원 공간 모델링을 위해 플래시 레이다의 장비 성능을 파악하고, 실험을 통해 이를 이용하여 획득한 3차원 공간 데이터의 정확성을 검증함으로써 건설현장에 대한 장비의 적용성을 검토하고자 한다.

• 국제학술발표논문집
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• The 4th International Conference on Construction Engineering and Project Management Organized by the University of New South Wales
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• pp.304-310
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• 2011

The populations of major cities in Australia are increasing rapidly and facing an acute housing shortage. Traditional apartment procurement techniques involve lengthy lead-times and factory-based, or offsite manufactured (OSM) multi-storey apartment buildings may offer the opportunity to help fulfill the need by significantly reducing build times. Other advantages of OSM may include superior quality, low weight ratios, economies of scale achieved through repetition of prefabricated units, use on infill sites, sustainable design standards and better occupational health and safety. There are also positive labour and training implications, which may help to alleviate an industry-wide shortage of skills through use of semi-skilled labour. Previous uncertainties about the adoption of offsite due to the high capital costs and perception issues were generally based on pre-cast concrete structures, which are quite a different building type in terms of flexibility, construction, delivery and finishes. Identification of drivers and constraints assists in the determination of current industry status, allows for a benchmark to be established and future opportunities and directions for OSM to be determined.

• 로봇학회논문지
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• 제5권2호
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• pp.143-151
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• 2010

Automation and robotization has been required in construction for several decades and construction industry has become one of the important research areas in the field of service robotics. Especially in the steel construction, automatic recognition of structural steel members in the stockyard is emphasized. However, since the pose of steel frame in the stockyard is site dependent and also the stockyard is usually in the outdoor environment, it is difficult to determine the pose automatically. This paper adopts the recognition method based on the augmented reality to cope with this problem. Particularly focusing on the light condition of the outdoor environment, we formulated the optimization problem with the constraint and suggested the methodology to evaluate the optimal camera arrangement. From simulation results, sub-optimal solution for the position of the camera can be obtained.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2007년도 추계 학술논문 발표대회
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• pp.5-9
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• 2007

The construction method for Foamed-Concrete has not been important due to following process of construction work. However, according to the code about enhance of energy saving design policy and impact noise, noised isolation has been used in construction site so that the resistance for cracking and capability for insulating of Foamed-Concrete has been required. Therefore, new alternatives are demanded. Optimum mixing design, which can get the improvement of insulation and resistance of crack for Foamed-Concrete adding EVA chip, was derived and also the device, applying to construction site, was invented to equalize quality. This device can measure quantity of all input and placement, and show up the sum of placement and mixing design on a touch screen. This valuable construction method is friendly environment and recycling method because of using EVA chip, by-product of an EVA insole scrap burned or embedded, as a light-weight aggregate.

• 국제학술발표논문집
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• The 3th International Conference on Construction Engineering and Project Management
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• pp.30-31
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• 2009

Early detection of schedule delay in field construction activities is vital to project management. It provides the opportunity to initiate remedial actions and increases the chance of controlling such overruns or minimizing their impacts. This entails project managers to design, implement, and maintain a systematic approach for progress monitoring to promptly identify, process and communicate discrepancies between actual and as-planned performances as early as possible. Despite importance, systematic implementation of progress monitoring is challenging: (1) Current progress monitoring is time-consuming as it needs extensive as-planned and as-built data collection; (2) The excessive amount of work required to be performed may cause human-errors and reduce the quality of manually collected data and since only an approximate visual inspection is usually performed, makes the collected data subjective; (3) Existing methods of progress monitoring are also non-systematic and may also create a time-lag between the time progress is reported and the time progress is actually accomplished; (4) Progress reports are visually complex, and do not reflect spatial aspects of construction; and (5) Current reporting methods increase the time required to describe and explain progress in coordination meetings and in turn could delay the decision making process. In summary, with current methods, it may be not be easy to understand the progress situation clearly and quickly. To overcome such inefficiencies, this research focuses on exploring application of unsorted daily progress photograph logs - available on any construction site - as well as IFC-based 4D models for progress monitoring. Our approach is based on computing, from the images themselves, the photographer's locations and orientations, along with a sparse 3D geometric representation of the as-built scene using daily progress photographs and superimposition of the reconstructed scene over the as-planned 4D model. Within such an environment, progress photographs are registered in the virtual as-planned environment, allowing a large unstructured collection of daily construction images to be interactively explored. In addition, sparse reconstructed scenes superimposed over 4D models allow site images to be geo-registered with the as-planned components and consequently, a location-based image processing technique to be implemented and progress data to be extracted automatically. The result of progress comparison study between as-planned and as-built performances can subsequently be visualized in the D4AR - 4D Augmented Reality - environment using a traffic light metaphor. In such an environment, project participants would be able to: 1) use the 4D as-planned model as a baseline for progress monitoring, compare it to daily construction photographs and study workspace logistics; 2) interactively and remotely explore registered construction photographs in a 3D environment; 3) analyze registered images and quantify as-built progress; 4) measure discrepancies between as-planned and as-built performances; and 5) visually represent progress discrepancies through superimposition of 4D as-planned models over progress photographs, make control decisions and effectively communicate those with project participants. We present our preliminary results on two ongoing construction projects and discuss implementation, perceived benefits and future potential enhancement of this new technology in construction, in all fronts of automatic data collection, processing and communication.

• 한국건설안전학회 논문집
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• 제1권1호
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• pp.22-30
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• 2018

건설안전 강화를 위한 노력에도 불구하고 국내 건설현장의 안전사고는 계속 증가하고 있다. 시인성 높은 색채를 사용한 안전표지는 근로자가 다른 주의집중 상태로 인해 위험을 인지하지 못할 때, 즉각적으로 장기기억에 내재된 정보를 불러일으킴으로써 건설사고 예방에 기여할 수 있다. 이러한 건설안전표지가 건설현장에서 효과적이고 국제적인 의사소통수단으로 기능하기 위해서는 안전표지색채에 대한 명확하고 통일된 기준과 더불어 건설현장이 갖는 특성을 적절히 반영하는 것이 필요하다. 본 연구는 한국, 미국, 영국 및 호주의 4개국의 건설안전표지 색채기준을 분석하고, 건설산업의 특성을 고려한 안전표지 색채기준 개선방안을 제안하였다. 4개국 모두 파란색을 안전색상으로 지정하고 있는데, 오늘날 건설산업에 많은 고령 근로자가 종사하는 것을 고려한다면, 고령 근로자에게 있어 구분이 어려운 푸른색 계열의 안전표지사용은 부적절하다. 또한, 건설현장은 장소에 따라 밝기가 상이할 뿐만 아니라 야간이나 지하 작업의 경우 충분한 밝기 확보가 어려우므로, 시공간의 변화에 따른 빛 조건을 보정하기 위한 허용오차나 색상 팔레트가 필요하다.

• 한국건축시공학회지
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• 제2권2호
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• pp.121-127
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• 2002

The functions and uses of existing buildings are not properly changing as modern life needs. As a result, the frequent reconstruction(construction after removal) of existing buildings have been done but it became more and more difficult because of strengthening of regulations and systems concerning construction. And also it has several disadvantages like lower plot ratio and site coverage than existed buildings, enormous construction cost, production of waste-construction materials and thoughtless consumption of natural resources, which gives rise to environmental pollution. Therefore renovation is brought to the fore. In Korea, many business buildings were constructed in 1960s-1970s, during the period of high growth. Such buildings needs to be repaired in whole. It is caused by the change of social, economic, and cultural conditions and deterioration of equipments. Therefore renovation meets some necessary conditions; recovery of building functions and extension of building life span. In case study, the present state of renovation in business buildings is 1) Basic safety, for example, fire prevention and crime prevention, is great important. 2) Advanced technology, INS(international news service), IBS(Intelligent Building System), and internationalization, is pursued for adapting to multimedia ages. 3) It tries to promote proficiency, and to save the energy using spatial environment and natural energy(light and sound). Also, improving comfortable level of users and installing equipments for physically handicapped person needs to be considered.

• 한국건축시공학회지
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• 제24권1호
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• pp.97-108
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• 2024

최근 5년 동안 건설업에서의 사고사망자가 급증하고 있는 실정에서, 이 연구는 안전인지 모델을 활용한 안전성 향상 방안을 탐구한다. 건설업에서의 고령 근로자 비중 상승 및 생산성 저하 등의 문제로 안전문제가 심각해지고 있는 가운데, 4차 산업혁명 기술을 활용한 안전성 향상의 필요성이 대두되고 있다. 연구에서는 건설업의 안전문제를 파악하기 위해 건설업 사망재해의 통계적 데이터를 분석하였고, 특히 소규모 건설현장을 중점으로 한 안전인지 모델을 개발하였다. 건설현장의 안전 등급 분석을 통해 안전위험을 정량화하고, 무선 통신 기술 중에서도 DWM1000 모듈을 적용하여 실시간 위치 측정 및 안전 수준 산출을 수행하였다. 또한, 안전 관리 시스템을 통해 각 근로자의 위험 수준을 측정하고, 이를 평균하여 전체 현장의 Safety Climate Index(SCLI)를 도출함으로써 일일, 주간, 월간 안전 분위기를 산출하였다. 이를 통해 안전 조치의 효과를 모니터링하고, 지속적인 개선 조치를 취할 수 있는 안전인지 모델을 제안하였다. 본 연구는 건설현장에서의 안전성을 높이고 사고 예방을 위한 체계적인 모델을 제시하여, 안전인지 모델을 통한 생산성 향상 및 안전성 강화에 기여할 것으로 기대된다.