• 한국재난정보학회 논문집
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• 제20권1호
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• pp.106-116
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• 2024

연구목적: 본 논문은 건설 시공현장에서 발생하는 사고 및 잠재적 위험분석을 위한 IoT 및 CCTV 기반 안전모니터링을 실시하고 추락, 충돌 등 위험 또는 이상현상을 탐지하여 무전기 등을 이용한 예·경보 및 챗봇서비스를 구축하는 방법을 제시하는데 목적이 있다. 연구방법: 건설현장 스마트 건설기술 사례 및 문헌분석을 통하여 안전관리 모델을 제시한다. 연구결과: '건설사고 통계'에 따르면 2021년 건설업 사고재해자는 26,888명으로 전체 사고재해의 26.3%가 건설업에서 발생하였고, 건설업 안전사고 사망자는 417명으로 전체 산업재해 사망자의 50.5%에 달한다. 이런한 건설재해의 개선 방안으로, IoT 건전성모니터링 기반 스마트 건설기술을 활용한 건설현장 안전관리 AI 챗봇서비스를 제시한다. 근로자 등 이해관계자가 참여하는 건설현장은 비계공정 및 개구부, 위험기계기구류 접근 등 사업장 내부 주요 위험구역을 선정하여 인공지능 챗봇시스템을 구현하여 실증하였다. 결론: 건설현장 인공지능 챗봇서비스 실증결과에 대한 참여근로자의 만족도 조사에서 90점 이상을 받아 상업화 가능성을 확인하였다.

• 건축역사연구
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• 제3권1호
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• pp.101-122
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• 1994

This paper is one of the sequels from 'A Survey of Villages and Dwellings of Korean Immigrants in the North-Eastern Part of China'. It is the result of the extensive survey of Ch'ang-ts'ai-tsun village and covers several architectural characteristics of the dwellings. This paper alma to identify the 'double file' dwelling type, which is believed as one of the main stream of Korean folk dwelling. In this type, 'Chung-ju-kan' forms the central open space, where main household functions are carried out. This type originates from climatic reasons and functional reasons as well. This paper also aims to clarify how the dwelling forms are changed according to the life styles of various periods. The Korean immigrants in this village have experienced rapid changes in modern times like other Chinese. Through various political movements, the original dwelling type of this village has changed to adapt various needs and functions, which shows the simple truth : dwelling form changes according to the changes of life style and social structure. In this paper the directions of chimney through various periods are analyzed to verify the differences of the house layout methods and concepts of the time. The village had grown through 3 main periods before liberation period(1946), communization period(1946 - 1966) and contemporary period (1967 - ). It is concluded as follows: 1. The village was originated in late 19th century along the east-west street, which was a major routes of Korean Immigrants to China. In this area there was no regularity in its site plan. The direction of chimney, which was usually westward, was not determined according to the location of gate. This type was kept until liberization of this area, 1946. The plans of dwellings followed Ham-kyong-do 'double file' dwelling type, '6-kan dwelling' or '8-kan dwelling'. 2. The 'New Village' area, which was formed in the communization period, has a strict regularity in its site plan. The direction of chimney was determined as opposite direction of the gate. This method was maintained until 1976, when Mao died and new 'open' policy was held by Chinese government. In this area the 'dwelling house' plan type was not changed, but its layout and size were restricted. The general form of the dwelling in this village was shaped in this period. 3. The contemporary dwellings were built in random site location. The dwelling type was changed because of the reduction of family size and the permissin of private ownership. The number of rooms was reduced but the storage rooms and domestic animal hutches were added. But the 'Chung-ju-kan', the major chacteristics of north-eastern Korea dwelling is still kept. It becomes one large 'Chtin-ju-kan' room like 'open plan' type.

• 한국건축시공학회지
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• 제11권3호
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• pp.238-246
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• 2011

Choosing the best-performance materials is a crucial task for the successful completion of a project in the construction field. In general, the process of material selection is performed through the use of information by a highly experienced expert and the purchasing agent, without the assistance of logical decision-making techniques. For this reason, the construction field has considered various artificial intelligence (AI) techniques to support decision systems as their own selection method. This study proposes the application of a systematic and efficient support vector machine (SVM) model to select optimal exterior materials. The dataset of the study is 120 completed construction projects in South Korea. A total of 8 input determinants were identified and verified from the literature review and interviews with experts. Using data classification and normalization, these 120 sets were divided into 3 groups, and then 5 binary classification models were constructed in a one-against-all (OAA) multi classification method. The SVM model, based on the kernel radical basis function, yielded a prediction accuracy rate of 87.5%. This study indicates that the SVM model appears to be feasible as a decision support system for selecting an optimal construction method.

• 한국공간구조학회논문집
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• 제21권4호
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• pp.73-80
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• 2021

A mid-story isolation system was proposed for seismic response reduction of high-rise buildings and presented good control performance. Control performance of a mid-story isolation system was enhanced by introducing semi-active control devices into isolation systems. Seismic response reduction capacity of a semi-active mid-story isolation system mainly depends on effect of control algorithm. AI(Artificial Intelligence)-based control algorithm was developed for control of a semi-active mid-story isolation system in this study. For this research, an practical structure of Shiodome Sumitomo building in Japan which has a mid-story isolation system was used as an example structure. An MR (magnetorheological) damper was used to make a semi-active mid-story isolation system in example model. In numerical simulation, seismic response prediction model was generated by one of supervised learning model, i.e. an RNN (Recurrent Neural Network). Deep Q-network (DQN) out of reinforcement learning algorithms was employed to develop control algorithm The numerical simulation results presented that the DQN algorithm can effectively control a semi-active mid-story isolation system resulting in successful reduction of seismic responses.

• 한국콘텐츠학회:학술대회논문집
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• 한국콘텐츠학회 2017년도 춘계 종합학술대회 논문집
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• pp.407-408
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• 2017

최근 IoT, AI, Big-data 등 4차 산업혁명기술이 다양한 산업영역에 적용되고 있다. 건설산업에도 4차 산업혁명기술 도입을 위한 다양한 연구들이 진행되고 있으며, 토목 및 건축을 포함한 다양한 건설사업 초기단계에 적용되는 토공사의 자동화를 위한 연구가 국내외에서 활발히 진행되고 있다. 본 연구에서는 토공사 자동화를 위한 기초정보를 제공하기 위해 지반지형을 디지털화하고 이를 건설산업 초기 단계에 활용하기 위한 형태를 제시하고자 한다. 지반지형 디지털화를 위해서는 현장계측, 계측데이터 정합, 건설정보 입력, 분석단위 생성 등의 기능이 요구된다. 토공지형 디지털화 기술은 향후 토공사 자동화를 위한 건설장비군의 효율적 운영을 위해 활용될 수 있다.

• 한국항해항만학회:학술대회논문집
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• 한국항해항만학회 2019년도 추계학술대회
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• pp.125-126
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• 2019

스마트농장과 스마트양식장으로 구분하여 첨단 정보통신기술(ICT), 사물인터넷(IoT), 인공지능(AI) 그리고 빅데이터 등이 적용된 국내외 스마트농장과 스마트양식장 사례와 해수를 이용한 해수온실의 사례 그리고 플로팅 팜과 스마트 플로팅 팜의 계획안 및 실제 사례를 분석했다. 사례분석을 통해 스마트 플로팅 팜에 적용되는 다양한 종류의 시스템을 분류하여 해수복합형 시스템 개념을 도출해냈다.

• Architectural research
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• 제26권1호
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• pp.1-12
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• 2024

This study introduces a deep reinforcement learning (DRL)-based methodology for optimizing apartment space arrangements, addressing the limitations of human capability in evaluating all potential spatial configurations. Leveraging computational power, the methodology facilitates the autonomous exploration and evaluation of innovative layout options, considering architectural principles, legal standards, and client re-quirements. Through comprehensive simulation tests across various apartment types, the research demonstrates the DRL approach's effec-tiveness in generating efficient spatial arrangements that align with current design trends and meet predefined performance objectives. The comparative analysis of AI-generated layouts with those designed by professionals validates the methodology's applicability and potential in enhancing architectural design practices by offering novel, optimized spatial configuration solutions.

• 융합정보논문지
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• 제11권11호
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• pp.151-158
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• 2021

본 논문에서는 차세대 태양전지로 대표되는 유기, 염료 감응형, 페로브스카이트 태양전지의 최신 연구 동향과 건축, 조형예술, 의류패션 등 분야를 막론한 다양한 산업의 소재로의 과제와 활용 가능성을 분석하였다. 더불어, 웨어러블 IoT 장치와 결합하여 자연 및 인공광과 우리 몸의 움직임에 따라 생성되는 크고 작은 진동 에너지를 전기에너지로 공급하는 역할을 하게 될 '스마트 텍스타일 하이브리드 에너지 하베스팅 소자'의 새로운 미래전망과 그 가능성을 제시하였다. 차세대 태양전지와 마찰·압전소자를 융합한 '하이브리드 텍스타일 에너지 하베스팅 디바이스'는 4차 산업혁명 시대의 웨어러블 IoT 기기에 소재 자체로 결합하여 새로운 '융합 일체형 스마트 의류'로 발전할 것이다. 이 연구가 제안한 차세대 나노기술과 소자가 에너지 하베스팅 기능을 갖는 스마트 섬유 소재 분야에 적용되고, 미래 의류 산업에 융합되어 의료, 헬스케어 등 다양한 분야에 AI 서비스 제공하는 창의적인 제품으로 진화하는 패러다임의 전환점이 되길 바란다.

• 한국BIM학회 논문집
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• 제13권3호
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• pp.21-29
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• 2023

ChatGPT, a chatbot based on GPT large language models, has gained immense popularity among the general public as well as domain professionals. To assess its proficiency in specialized fields, ChatGPT was tested on mainstream exams like the bar exam and medical licensing tests. This study evaluated ChatGPT's ability to answer questions related to Building Information Modeling (BIM) by testing it on Korea's BIM expertise exam, focusing primarily on multiple-choice problems. Both GPT-3.5 and GPT-4 were tested by prompting them to provide the correct answers to three years' worth of exams, totaling 150 questions. The results showed that both versions passed the test with average scores of 68 and 85, respectively. GPT-4 performed particularly well in categories related to 'BIM software' and 'Smart Construction technology'. However, it did not fare well in 'BIM applications'. Both versions were more proficient with short-answer choices than with sentence-length answers. Additionally, GPT-4 struggled with questions related to BIM policies and regulations specific to the Korean industry. Such limitations might be addressed by using tools like LangChain, which allow for feeding domain-specific documents to customize ChatGPT's responses. These advancements are anticipated to enhance ChatGPT's utility as a virtual assistant for BIM education and modeling automation.

• 한국건설관리학회:학술대회논문집
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• 한국건설관리학회 2006년도 정기학술발표대회 논문집
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• pp.708-712
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• 2006

본 연구는 건축설계사무소의 내부적 경영환경 개선, 국제적 표준화 및 개방화등에 대처하기 위하여 건축설계사무소의 설계품질향상과 경영도구로의 도입 확대 적용의 유용성을 내포한 ISO 9001 품질경영시스템 요구사항이 경영성과에 어떠한 영향을 미치는지 실증적으로 분석하는데 목적이 있다. 본 연구는 ISO 9001 품질시스템인증을 받은 서울지역 건축사사무소를 표본으로 설문조사 및 SPSS 10을 이용한 통계분석에 의하여 수행되었으며, 그 결과는 다음과 같다. (1) 품질경영시스템 요구사항이 경영성과에 끼친 영향으로 고객만족부분에서는 자원관리 제품실현, 조직원만족에서는 자원관리, 측정${\cdot}$분석 및 개선, 품질개선에서는 제품실현, 자원관리, 경영자책임, 경제적성과에서는 측정${\cdot}$분석 및 개선이 유의한 영향을 미쳤다. (2) 품질경영시스템 요구사항은 조직원만족에 미치는 영향에 관한 설명력이 가장 높았으며, 경제적성과에 미치는 영향에 관한 설명력은 상대적으로 낮으며 유의한 영향을 주지 못한 것으로 나타났다. (3) ISO품질경영시스템에 대한 조직원의 견해는 매우 긍정적인 것으로 나타났으며 설계사무소에도 취득동기와 취득 후 효과 또한 매우 좋은 결과로 나타났다.