• Korean Journal of Construction Engineering and Management
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• v.22 no.5
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• pp.73-85
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• 2021

This study proposes an efficient management direction for Korean construction accident cases through a deep learning-based text data classification model. A deep learning model was developed, which categorizes five categories of construction accidents: fall, electric shock, flying object, collapse, and narrowness, which are representative accident types of KOSHA. After initial model tests, the classification accuracy of fall disasters was relatively high, while other types were classified as fall disasters. Through these results, it was analyzed that 1) specific accident-causing behavior, 2) similar sentence structure, and 3) complex accidents corresponding to multiple types affect the results. Two accuracy improvement experiments were then conducted: 1) reclassification, 2) elimination. As a result, the classification performance improved with 185.7% when eliminating complex accidents. Through this, the multicollinearity of complex accidents, including the contents of multiple accident types, was resolved. In conclusion, this study suggests the necessity to independently manage complex accidents while preparing a system to describe the situation of future accidents in detail.

• Journal of the Korea Institute of Building Construction
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• v.22 no.6
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• pp.681-688
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• 2022

In this study, the process of drone photography, automatic volume calculation, total floor area conversion, and waste calculation was constructed as a QGIS plug-in to predict the demolition waste (DW) generated in an aged area where drawing information or building information is uncertain. Through a case study, the high consistency between the automatically calculated volume using the drone and the BIM volume based on the field measurement was confirmed. Field application was carried out for the planned demolition work site, and the consistency between the drone-based volume and the actual measurement-BIM-based volume was reconfirmed. The waste generation unit was applied and the amount of DW was calculated by setting the floor height and building type, and the entire process was completed within 6 hours. Although the difference between building information and building objects through drones occurred according to the setting of temporary structures, loads, and floor heights, it was found that the actual amount of DW was generated more than the initial estimate. It is expected that measures to improve the accuracy of volume and floor area conversion will be required through case studies in the future.

• Journal of the Korea Institute of Building Construction
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• v.20 no.2
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• pp.155-162
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• 2020

Since the third industrial revolution has been started in the 1980s, the form of buildings has been varied and atypical by the development of building technology. Such free-form building has a curved shape unlike the existing standard buildings, and to realize this, it is necessary to manufacture the free-from panel. The shape of the free-form panel must satisfy a limited error ratio compared with the design shape, and the technology to produce free-form panels is very difficult. However, there are many problems such as enormous cost and construction waste generation when implementing free-from construction. Therefore, the development of free-form panel manufacturing technology should be made to solve the problems caused by the free-form construction. In this study, the error rate analysis of the mixed mortar panel was conducted by selecting the proper mixing ratio of the mixed mortar for the shape of the free-form panel.

• Journal of the Korean Institute of Educational Facilities
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• v.18 no.6
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• pp.25-32
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• 2011

The building integrated photovoltaic(BIPV) system has a double advantage that it reduces costs for exterior materials and PV panels. It allows the construction of a low-energy building without the need for the additional installation space. At the construction planning stage, however, it requires sufficient evaluation on the efficiency and performance. This study was performed to promote the distribution of photovoltaic power generation system by estimating the potential photovoltaic power generation capacity of the BIPV system installed on the university lecture building and by evaluating the characteristics and performances of window, spandrel and combined attachment types via the simulation of generation capacity per unit area.

• Journal of the Korea Institute of Building Construction
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• v.20 no.3
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• pp.213-221
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• 2020

The aim of the research is to provide thixotropy on cement-based materials. For this purpose, the linkage between polyvinyl alcohol (PVA) and borax was used. Namely, adding the suspensions of PVA and borax in cement paste, the thixotropy of cement paste was confirmed. The thixotropy of cement-based materials can have various advantages on construction process, especially, the placing method using pipe can have advantages. As a result of this research, the linkage between PVA and borax is valid inside of cement paste. Therefore, using PVA and borax, it is confirmed that the cement-based materials can have thixotropy with this method, and it can be expected to contribute on developing new method of placing cement-based materials with thixotropy.

• 한국방재학회:학술대회논문집
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• 2011.02a
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• pp.63-63
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• 2011

화재란 사람의 의도에 반하거나 고의에 의해 발생하는 연소현상으로서 소화시설 등을 사용하여 소화할 필요가 있는 것을 말한다. 사람의 의도에 반한다고 하는 것은 과실에 의한 화재를 의미하며 화기취급 중 발생하는 실화뿐만 아니라 부작위에 의한 자연발화도 포함하며, 고의에 의한다고 하는 것은 일정한 대상에 대하여 피해발생을 목적으로 화재발생을 유도하였거나 직접 방화한 경우를 말한다. 연소현상이라 함은 가연성 물질이 산소와 결합하여 열과 빛을 내며 급속히 산화되어 형질이 변경되는 화학반응을 말한다. 소화시설 등을 사용하여 소화할 필요가 있다는 것은 화재란 연소현상으로서 소화의 필요성이 있어야 하며 소화의 필요성의 정도는 소화시설이나 그와 유사한 정도의 시설을 사용할 수준 이상이어야 한다. 화재원인조사란 발화부를 판단하고 화재에 이르게 된 발화원을 규명하며, 발화부로부터 연소확대된 경과를 조사하는 일련의 행위로서 화재원인조사시 가장 중요한 사항은 발화부 판단인 바, 이는 화재원인이 발화부에만 존재하기 때문이다. 최근에는 다양한 소재의 사용으로 인해 일단 화재로 진행될 경우 인명 및 재산상 피해가 증가하게 되어 있으며, 이로 인해 화재조사시 화학, 물리, 전기, 건축, 기계, 소방 등 다양한 지식과 화재현장에 대한 이해가 요구된다. 화재현장 조사시 발화부 판단의 과학적 접근은 매우 중요한 것으로서, 화재원인의 명쾌한 규명으로 책임한계 구분은 물론, 유사사고의 재발방지를 위한 연구가 필요하다. 본 연구에서는 기 발생한 화재사례에서 얻은 화재패턴을 분석하여 얻은 자료를 통해 발화부를 판단할 수 있는 조사방법을 다음과 같이 제시하였다. 1) 화재시 열전달과 화염확산 과정에서 건축구조물, 내장재, 집적물 및 각종 설치물의 구조, 재질 등에 따라 다양한 화재패턴을 형성하게 됨을 알 수 있다. 2) 화재패턴의 종류로는 화재플럼에 의한 삼각형, 주상, V, U 패턴 등이 있으며, 연소 생성물인 화염, 연기, 열 등에 의해 다양한 형태를 보임을 알 수 있다. 3) 위와 같은 결과를 종합하여 연소의 상승성, 불꽃 및 연기 흔적, 열에 의한 흔적 등에 의해 연소의 방향성을 알 수 있다. 4) 결국 화재현장에서 명확한 화재원인을 규명하기 위해서는 화재패턴에 의해 연소확대과정을 역으로 추적하여 발화부를 결정한 다음, 발화부내에서 화재원인을 찾아내야 할 것이다.

• Journal of Korean Society of Transportation
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• v.20 no.5
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• pp.55-66
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• 2002

In many countries the principle of shielding is employed to permit a more logical approach to restricting new construction and prescribing obstacle marking and lighting. It also reduces the number of cases of new construction requiring review by authorities. Shielding principles are employed when some object, an existing building or natural terrain, already penetrates above one of the obstacle limitation surfaces described in Annex 14. If it is considered that the nature of an object is such that its presence may be permanent, then additional objects within a specified area around it may be permitted to penetrate the surface without being considered as obstacle. The shielding effect of immovable obstacles laterally in final approach and missed approach areas is more uncertain. In certain circumstances, it nay be advantageous to preserve existing unobstructed cross section areas, particularly when the obstacle is close to the runway. This would guard against future changes in either approach or take-off climb area specifications or the adoption of a turned take-off procedure.

• Korean Journal of Construction Engineering and Management
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• v.8 no.6
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• pp.207-215
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• 2007

The purpose of this study is to predict the long-term maintenance expense of BTL school projects which were ordered from the Ministry of Education and Human Resources Development and each Metropolitan and Province Office of Education. For conducting this study, the adapted research method includes a case study of BTL school projects ordered from Seoul Metropolitan Office of Education in 2006. After examination of initial investment based on each $school^{\circ}{\phi}s$ operation account, it estimates maintenance expense and long-term maintenance expense. Also it compare using two methods: one is the long-term maintenance expense estimation in apartment houses and the other is AEAM(annual equivalent amount method). The results of this study are as follows: 1) It is analyzed long-term maintenance expense rates of each BTL school. As a result, it is construction(14.0), civil(1.4%), mechanical(6.5%), equipment(6.5%), electronic(11.0%), fixture(5.1%) and the rest(1.0%). 2)It is applied using two methods: one is the long-term maintenance expense estimation in apartment houses and the other is AEAM. Finally, It is compared expense deflection per $100{\beta}{\ge}$ in each month.

• Journal of the Korea Institute of Building Construction
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• v.17 no.1
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• pp.31-37
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• 2017

The use of half PC slab has been increasing to shorten construction period. Because the drying shrinkage of topping concrete is restrained by PC slab, the tensile stress is generated at the topping concrete and the cracks can be occurred at the topping concrete due to drying shrinkage. Therefore, it is important to predict the tensile strain of half PC slab due to drying shrinkage to improve the quality of half PC slab. However, there is no studies on prediction of shrinkage behavior of half PC slab yet. Therefore, in this study, half PC slab was made, and the predictability of tensile strain generated at half PC slab due to drying shrinkage was investigated. The step by step method considering creep was used to estimate the tensile strain of half PC slab. In result, good agreement was obtained between the analytical and experimental values.

• Journal of the Korean Society of Hazard Mitigation
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• v.11 no.3
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• pp.191-200
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• 2011

Levee failure cause the huge amount of damage to human and property. Overflow and erosion of levee are primary cause of a break in a levee but the analysis of breach pattern and impact is partially inadequate. The flow characteristics of meandering rivers are very important in field of river hydraulics that should be studied in practical viewpoints relating to river levee. In meandering the secondary flow that rotary direction is changed reciprocally occurs in three dimension is known. In this study flow characteristics of local river are considered and of meandering channels are analyzed using CCHE2D and FLOW3D. The stability and accuracy of models are examined comparing the measuring and analyzed data for the experimental channel and natural river(Namgang). Consequently, the flow characteristics in a meandering river are suggested precisely and it is essential that river levees having meandering river should be analyzed.