About Lab.
POSTECH PML은 energy sector의 capital project 등 플랜트 엔지니어링 프로젝트의 성공적인 사업관리(Project Management)를 위해 프로젝트 전주기에 대한 핵심 관리역량 강화 및 최적의 PM전문기술 개발을 위한 연구실입니다. 해외 플랜트를 비롯한 메가 프로젝트의 성공적인 사업관리를 위해 사업타당성분석, 제안서작성, 계약 및 협상, 리스크관리, 공정관리, 사업비관리, 품질관리 등 전사업주기에 대한 핵심관리역량 강화와 글로벌 스탠다드 적용과 최적의 PM전문기술 개발을 위한 연구를 진행하고 있습니다.
- Lee, Kyu-Jeong; Choi, So-Won; Lee, Eul-Bum*, Artificial Intelligence-Driven Approach to Optimizing Boiler Power Generation Efficiency: The Advanced Boiler Combustion Control Model, Energies 2025 February, volume 18 (issue 04), 820, https://doi.org/10.3390/en18040820
- Kwon, Sung-Jin; Choi, So-Won; Lee, Eul-Bum*, Hazard Identification and Risk Assessment During Simultaneous Operations in Industrial Plant Maintenance Based on Job Safety Analysis, Sustainability 2024 October, volume 16 (issue21), 9277; https://doi.org/10.3390/su16219277
- Kang, Dong-Han; Choi, So-Won; Lee, Eul-Bum*; Kang, Sung-Oh, Auto-Routing Systems (ARSs) with 3D Piping for Sustainable Plant Projects Based on Artificial Intelligence (AI) and Digitalization of 2D Drawings and Specifications, Sustainability 2024 March, volume 16 (issue 7), 2770; https://doi.org/10.3390/su16072770
- Yang, Sun-Feel; Choi, So-Won; and Lee, Eul-Bum*, A Prediction Model for Spot LNG Prices Based on Machine Learning Algorithms to Reduce Fluctuation Risks in Purchasing Prices, Energies 2023 May, volume 16 (issue 11), 4271; https://doi.org/10.3390/en16114271
- Cha, Ho-Jin; Choi, So-Won; Lee, Eul-Bum*; and Lee, Duk-Man, Knowledge Retrieval Model Based on a Graph Database for Semantic Search in Equipment Purchase Order Specifications for Steel Plants, Sustainability, 2023 April, volume 15 (issue 7), 6319; https://doi.org/10.3390/su15076319
- Kim, Chae-Yeon; Jeong, Jong-Gwan; Choi, So-Won; and Lee, Eul-Bum, An AI-Based Automatic Risks Detection Solution for Plant Owner’s Technical Requirements in Equipment Purchase Order, Sustainability, 2022 August, volume 14 (issue 16), 10010. https://doi.org/10.3390/su141610010
- Choi, So-Won; Lee, Eul-Bum*; Kim, Jong-Hyun, The Engineering Machine-Learning Automation Platform (EMAP): A Big-Data-Driven AI Tool for Contractors’ Sustainable Management Solutions for Plant Projects, Sustainability, 2021 September, volume 13 (issue 18), 10384; https://doi.org/10.3390/su131810384
- Choi, Su Jin; Choi, So Won; Kim, Jong Hyun; Lee, Eul-Bum*, AI and Text-Mining Applications for Analyzing Contractor’s Risk in Invitation to Bid (ITB) and Contracts for Engineering Procurement and Construction (EPC) Projects, Energies, 2021 July, Volume 14 (issue 15), 4632; https://doi.org/10.3390/en14154632
- Kang, Seong-Oh; Lee, Eul-Bum*; Baek, Hum-Kyung, A Digitization and Conversion Tool for Imaged Drawings to Intelligent Piping and Instrumentation Diagrams (P&ID), Energies, 2019 July, volume 12 (issue 13), 2593; https://doi.org/10.3390/en12132593
- Kim, Myung-Hun; Lee, Eul-Bum*, and Choi, Han-Suk; Detail Engineering Completion Rating Index System (DECRIS) for Optimal Initiation of Construction Works to Improve Contractors’ Schedule-Cost Performance for Offshore Oil and Gas EPC Projects, Sustainability, 2018 July, volume 10 (issue 7), 2469; https://doi.org/10.3390/su10072469
About Prof.
프로필
- 2017 – Present 포항공과대학교 친환경소재대학원: 교수
- 2012 – 2017 포항공과대학교 엔지니어링 대학원: 교수
- 2000 – 2012버클리 대학교 (UC Berkeley) ITS: 연구교수 및 연구책임자 (PI)
- 1999 – 2000 미국 연방도로청 (USA FHWA-Federal Highway Administration) : 인턴 연구원 (IR)
- 1997 – 2000버클리 대학교 (UC Berkeley) 토목환경공학부: 연구조교 (RA)
- 1988 – 2000 현대 엔지니어링/건설: 구조설계기술사 및 기술코디네이터
- 2001 – Present Journal Reviewer (ASCE, TRB); Academic Editor (Sustainability Journal and Energies Journal)
교육
- 2000 U.C. Berkeley Engineering Project Management 공학박사
- 1988 한국과학기술원 토목공학과 공학석사
- 1986 서울대학교 토목공학과 공학학사
주요 연구분야
- Text mining과 자연어처리 (NLP) 기술을 활용한 NLP를 이용한 국제 계약서 리스크 분석
- AI 기반의 엔지니어링 문서의 설계 정보 자동인식 및 디지털 전환 (Digital Transformation)
- 3D-4D-5D Building Information Modeling (BIM) 기반의 engineering and construction collaboration systems
- AI 기반의 플랜트 설계 경로 최적화
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