이미지 기반 인공지능을 활용한 현장 적용성 연구

나승욱 ( Na Seunguk ),허석재 ( Heo Seokjae ),노영숙 ( Roh Youngsook ) 한국건축시공학회 2022 한국건축시공학회 학술발표대회 논문집 Vol.22 No.1

The construction industry, which has a labour-intensive and conservative nature, is exclusive to adopt new technologies. However, the construction industry is viably introducing the 4th Industrial Revolution technologies represented by artificial intelligence, Internet of Things, robotics and unmanned transportation to promote change into a smart industry. An image-based artificial intelligence technology is a field of computer vision technology that refers to machines mimicking human visual recognition of objects from pictures or videos. The purpose of this article is to explore image-based artificial intelligence technologies which would be able to apply to the construction sites. In this study, we show two examples which is one for a construction waste classification model and another for cast in-situ anchor bolts defection detection model. Image-based intelligence technologies would be used for various measurement, classification, and detection works that occur in the construction projects.

건설현장에서 발생하는 폐기물 인식 모델 개발

나승욱 ( Na¸ Seunguk ),허석재 ( Heo¸ Seokjae ) 한국건축시공학회 2021 한국건축시공학회 학술발표대회 논문집 Vol.21 No.2

It is considered that the construction industry is one of the pivotal players in the national economy in terms of Gross Domestic Production (GDP) and employment. Behind the positive role of this industrial sector to the national economy, the construction industry generates approximately 50 % of the total waste generation from all the industrial sectors. There are several measures to mitigate the adverse impacts of the construction waste such as reduce, reuse and recycle. Recycling would be one of the effective strategies for waste minimisation, which would be able to reduce the demand upon new resources as well as enhance reusing the construction materials on sites. The automated construction waste classification system would make it possible not only to reduce the amount of labour input but also mitigate the possibility of errors during the manual classification process. In this study, we proposed an automated waste segmentation and classification system for recycling the construction and demolition waste in the real construction site context. Since the practical application to the real-world construction sites was one of the significant factors to develop the system, a YOLACT (You Only Look At CoefficienTs) algorithm was chosen to conduct the study. In this study, it is expected that the proposed system would make it possible to enhance the productivity as well as the cost efficiency by reducing the manpower for the construction and demolition waste management at the construction site.

노후 장기공공임대주택 손실보전을 위한 재건축사업의 최소용적률 수리모델

조원국,나승욱,조재호,채명진,손보식,김현수,전재열 한국건설관리학회 2022 한국건설관리학회 논문집 Vol.23 No.5

Started in 1989 as Public Permanent Rental Housing scheme, public rental housing lease policy is increasing target residents and supply in each government by introducing new supply types. However, public housing business entities have difficulties in expanding the supply due to cumulated deficit. The research suggested long-term public rental housing reconstruction business as a method to preserve the cumulated deficit from the previous. Minimum floor area ratio mathematical model was suggested by defining the floor area ratio of reconstruction business as minimum, since housing sales profit after reconstruction could preserve aggregated deficit, and mathematically approached by considering the traits of long-term public rental housing reconstruction. The determinant for minimum floor area ratio mathematical model comprise cumulated deficit of the existing long-term public rental housing, land size of reconstructed sale housing, housing sales price per unit area, and business cost per unit area. Minimum floor area ratio mathematical model is expected to be the milestone for supporting decision making regarding the economic part of old long-term public lease housings’ reconstruction scale, and expanding housing supply within urban area.

고강도 철근 사용에 따른 순수 철근량에 대한 정착 및 이음 철근량 비교

조승호,나승욱,노영숙 한국구조물진단유지관리공학회 2018 한국구조물진단유지관리공학회 논문집 Vol.22 No.1

Whilst it is common to construct high-rise buildings and long-span structures in the construction and building industry, there might be a number of problems such as excessive re-bars arrangement, deterioration of concrete quality, unnecessary quantity take-off and so forth. As these types of buildings and structures are getting more popular, it is widespread to apply high-strength materials such as high-strength concrete and re-bars to sustain durability and stability. This research aims to investigate the effectiveness of the high-strength reinforcing bars on the underground parking in a rigid-frame structure. In this study, the reinforcing bars with different yield strength were applied to corroborate the usefulness and practicability of the high-strength re-bars on the underground parking in a rigid-frame structure. The test results show that the quantity of reinforcement bars is lowered, as the yield strength of the re-bars are grown in general. However, the quantity of reinforcement bars on the development and splice has a tendency to increase slightly. Despite of the increase of the development and splice, the total quantity of reinforcing bars was reduced since the increasing ration of the pure quantity is higher than the development and splice. Base on the test results, it would be possible to achieve the reduction of reinforcing bars arrangement and lowering the amount of work to be done during a construction phase. Moreover, the reduced amount of bar arrangement will make it possible to improve workability and constructability of reinforced concrete structures. Ultimately, we will be able to attain improved quality and efficiency of construction using reinforced concrete. 초고층 및 장경간 등 대형 구조물에 대한 시공시 부재의 품질이 저하될 정도로 과다한 철근이 배근되고 있다는 문제점이 제기되고 있으며, 최근 건축되고 있는 초고층 건축물에서는 건물의 안정성과 내구성 등을 감안하여 사용 재료의 강도도 점차 증가하고 있다. 초고층 및 장경간 구조물의 시공에서 고강도 철근을 사용할 경우 기존의 일반 강도 철근에 비해 배근량 감소로 인하여 부재에서 배근 간격에도 여유를 줄 수 있어 시공성 향상, 공기단축, 접합부 상세가 간소화 되는 장점이 있다. 이 연구에서는 SD500, SD600 철근을 국내에서 설계되었거나 시공되어진 라멘 구조 형식의 지하주차장 건축물에 적용하여 각 부재별로 철근의 강도에 따른 순수 철근량에 대한 정착 및 이음 철근량 증감을 비교 분석한 결과 다음과 같은 결론을 얻었다. 계산된 철근의 정착 및 이음 물량은 사용철근의 강도가 증가함에 따른 정착 및 이음길이의 증가량과 순수 물량의 감소비율, 사용철근의 직경이 줄였을 때의 단면적 감소 등의 요인들에 의해 정착 및 이음 물량이 결정되었으며, 전체적으로 순수 물량에 대한 정착 및 이음 물량의 비율이 SD400대비 SD500의 경우는 증가하였지만 SD500대비 SD600의 경우는 감소하였다. 이는 보의 정착 및 이음 물량이 전체 정착 및 이음 물량에 미치는 영향이 크기 때문으로 판단된다. 한편 순수 물량에 대한 정착 및 이음 물량의 비율에서 SD400과 SD500의 차이와 SD400과 SD600의 차이가 미미하여 철근의 정착 및 이음 물량이 강도 증가에 따른 전체 철근 물량의 증감에는 큰 영향을 주지 않는 것으로 파악되었다.

노후 장기공공임대주택 손실보전을 위한 재건축사업의 최소용적률 수리모델

조원국,나승욱,조재호,채명진,손보식,김현수,전재열,Joe, Wongoog,Na, Seunguk,Cho, Jeaho,Chae, MyungJin,Son, Bosik,Kim, Hyunsoo,Chun, JaeYoul 한국건설관리학회 2022 건설관리 : 한국건설관리학회 학회지 Vol.23 No.5

1989년 영구임대주택으로 시작된 공공임대주택 정책은 매 정부마다 새로운 공급유형을 도입하며 입주대상과 재고량을 확대하고 있다. 하지만 공공임대주택 사업주체는 공공임대주택의 적자누적으로 공급확대에 어려움을 겪고 있다. 본 연구에서는 장기공공 임대주택 재건축사업을 기존 장기공공임대주택사업의 누적적자 보전방안으로 제시하였다. 재건축사업으로 공급되는 분양주택 수익으로 누적적자를 보전할 수 있는 재건축사업의 용적률을 최소용적률로 정의하고, 장기공공임대주택 재건축사업의 특성을 고려한 수리적 접근으로 장기공공임대주택 재건축사업 최소용적률 수리모델을 제시하였다. 최소용적률 수리모델의 결정요인은 기존 장기공공임대주택 누적적자, 재건축사업 분양주택 토지면적, 단위면적당 분양가격, 단위면적당 사업비로 구성된다. 최소용적률 수리모델은 노후 장기공공임대주택 재건축사업의 건축규모에 대한 경제적 측면의 의사결정 지원과 도심지 내 주택공급 확대와 관련된 의사결정을 지원하는 이정표가 될 것으로 사료된다. Started in 1989 as Public Permanent Rental Housing scheme, public rental housing lease policy is increasing target residents and supply in each government by introducing new supply types. However, public housing business entities have difficulties in expanding the supply due to cumulated deficit. The research suggested long-term public rental housing reconstruction business as a method to preserve the cumulated deficit from the previous. Minimum floor area ratio mathematical model was suggested by defining the floor area ratio of reconstruction business as minimum, since housing sales profit after reconstruction could preserve aggregated deficit, and mathematically approached by considering the traits of long-term public rental housing reconstruction. The determinant for minimum floor area ratio mathematical model comprise cumulated deficit of the existing long-term public rental housing, land size of reconstructed sale housing, housing sales price per unit area, and business cost per unit area. Minimum floor area ratio mathematical model is expected to be the milestone for supporting decision making regarding the economic part of old long-term public lease housings' reconstruction scale, and expanding housing supply within urban area.

4차 산업혁명시대의 디지털 경공업

허석재,나승욱,한세희,신윤수,이상현,Heo, Seokjae,Na, Seunguk,Han, Sehee,Shin, Yoonsoo,Lee, Sanghyun 한국전산구조공학회 2021 한국전산구조공학회논문집 Vol.34 No.5

본 연구는 인공지능 연구개발과정에 많은 인적자원이 필요함을 인지하고 현 개발방식 고려할 사항에 대해 논의한다. 결론적으로 인공지능 개발의 효율성 향상을 위해서는 소수의 관리자와 많은 일반작업자들의 분업화가 이루어져야 가능하며, 이는 마치 일종의 경공업의 형태와 유사하다고 생각된다. 따라서 본 연구진은 컴퓨터라는 기계장치로 데이터라는 디지털 자원을 다루어 생산의 효율성을 높이는 인공지능 개발과정을 4차산업시대의 디지털 경공업이라고 명명한다. 이전 산업혁명시대에서 경험한 것과 마찬가지로 인적자원을 효율적으로 배분화하고 활용한다면 디지털 경공업은 2차산업혁명 못 지 않는 발전을 기대할 수 있을 것이며, 이를 위한 인력양성이 시급하다고 판단된다. The paper acknowledges that many human resources are needed on the research and development (R&D) process of artificial intelligence (AI), and discusses on factors to consider on the current method of development. Enfin, in order to enhance efficiency of AI development, it seems possible through labour division of a few managers and numerous ordinary workers as a type of light industry. Thus, the research team names the development process of AI, which maximizes production efficiency by handling digital resources named 'data' with mechanical equipment called 'computer', as digital light industry of fourth industrial era. As experienced during the previous Industrial Revolution, if human resources are efficiently distributed and utilized, digital light industry would be able to expect progress no less than the second Industrial Revolution, and human resources development for this is considered urgent.

인장력을 받는 ㄱ형강 접합부의 감소계수 U값에 관한 연구

표영석,윤성호,나승욱,신영록,김보영,최문식 대한건축학회 2003 대한건축학회 학술발표대회 논문집 - 계획계/구조계 Vol.23 No.2(구조계)

This study focuses on the inspect of effective net area design code, according to limited state design criteria of steel structures, recently established in Korea, by an experiment on the joint of angle tension members on the ground. reduction factor. The methods of this study were to compare other study results on effective net area rupture mode and ultimate capacity, and to evaluate the propriety of the criteria design code. The result is that code in force limited state design criteria of steel structures and AISC-LRFD joint of angle tension members predicted load and experiment depend on ultimate capacity difference. Therefore, it is thought that there is need for supplemental test and study to effective net area of tension joint focused on bolted connection of angle.

인장력을 받는 ㄷ형강 고력볼트 접합부의 감소계수 U값에 관한 연구

김진숙,표영석,나승욱,신영록,김보영,최문식 대한건축학회 2003 대한건축학회 학술발표대회 논문집 - 계획계/구조계 Vol.23 No.2(구조계)

The purpose of this paper is to examine the influence of reduction coefficient according to the limit state design of steel structures in the bolted joints of tension members. It was carried out the tensile testing about high strength bolted connections performed in structural steel channels. Considered parameters are the number and row of bolts, the connection length, connection eccentricity of the specimen. The test results showed that failures generally came (a) classic net section, (b) block shear failures. We found that the professional factor, obtained by calculating the test failure load divided by the nominal specification strength, is lower than 1.00. We thought that the reason was the moment produced by eccentric loading depends upon the connection geometry as well as the rotational stiffness of the connection.

웹어워드 문화/레포츠부문_레저분야 대상 : 환경 친화적인 섭지코지 해양 종합 리조트 -휘닉스아일랜드

박영민(팀장),김혜림(팀장),나승욱(이사),최승호(과장) (사)한국인터넷전문가협회 2016 Web Korea Annual Vol.2016 No.-

금속/copper(Ⅱ)-phthalocyanine 계면에서의 Space Charge 연구

박미화,유현준,유형근,나승욱,김송희,이기진,Park, Mie-Hwa,Yoo, Hyun-Jun,Yoo, HyungKun,Na, Seunguk,Kim, Sonshui,Lee, Kie-Jin 한국전기전자재료학회 2005 전기전자재료학회논문지 Vol.18 No.4

We report the space charge and the surface potential of the interface between metal and copper(Ⅱ)-phthalocyanine(CuPc) thin films by measuring the microwave reflection coefficients S/sub 11/ of thin films using a near-field scanning microwave microscope(NSMM). CuPc thin films were prepared on Au and Al thin films using a thermal evaporation method. Two kinds of CuPc thin films were prepared by different substrate heating conditions; one was deposited on preheated substrate at 150。C and the other was annealed after deposition. The microwave reflection coefficients S/sub 11/ of CuPc thin films were changed by the dependence on grain alignment due to heat treatment conditions and depended on thickness of CuPc thin films. Electrical conductivity of interface between metal and organic CuPc was changed by the space charge of the interface. By comparing reflection coefficient S/sub 11/ we observed the electrical conductivity changes of CuPc thin films by the changes of surface potential and space charge at the interface.