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유 창 규
  • 031-201-3824 (연구실)
  • 공학관 354호 / Lab: 공학관275호,애지원406호,애지원501호
  • 환경시스템 / 환경모델링 · 에너지시스템 · 스마트워터팩토리 · 환경플랜트 · 환경안전 · 빅데이터 / 인공지능 · AI자율운영
  1. Ph.D., Chemical Engineering (Environmental Eng.), POSTECH, 2002
  2. MSc, Chemical Engineering, POSTECH, 1995
  3. BSc, Chemical Engineering, Yonsei Univ. 1993
  4. Post-doc, Ghent University(Belgium), BIOMATH, Department, 2002-2004
2020.09 ~ 2027.08 BK4교육연구단 : 지능형 다차원 프린팅 소재 및 시스템 융합기술 (i-MPrinting) 교육연구단, 대학원 환경응용과학과 융합공학 전공 (화공+기계+환경 융합연구단)
2018.10 ~ 2023.09 기후변화특성화대학원, Graduate School of Climate Change Specialization(CC-ADAPT Program)
2008 ~ 2021 Smart integrated environmental management system using big data and system optimization technique, Research Foundation Strategic Task, PI
2019 ~ 2023 AI based PM prediction and control, Railway Research Institude project, Co-PI
2020 ~ 2022 AMX-AI Autonomous Control, BKT, PI
2019 ~ 2022 PM prediction technique, KRF, Co-PI
2017 ~ 2022 Industrial project : TPP, "Environmental system modeling, control, monitoring and optimization", PI
2020 ~ 2021 Industry project : Development of NOx Prediction Modeling, PI
2019 ~ 2020 Industrial project : Samsung Advanced Institute Technology (SEC, Samsung Electronics Corp.), Biosystem treatment simulation, PI
2018 ~ 2019 Industry project : Samsung Engineering, Development of artificial intelligence (AI) based MBR autonomous operation system, Research Director
2009.03 ~ 2020.08 Brain Korea 21+ Environmental Information NEXUS industry-academic human resource development project, Director
Industry and Research Experiences
1995 ~ 1998 Doosan R&D center, researcher
2013 ~ 2014 KyungHee Fellow(경희펠로우), Outstanding Professor, Kyunghee University
2019 ~ 2020 (주) 삼성전자 DS 환경안전연구소(글로벌인프라총괄) 자문교수, 친환경기술 업무리더(겸직)
Award achievement
  • Simultaneous registration of three world people's dictionaries (Marquis Who’s Who, Cambridge Univ., American biographical Institute, Inc(ABI))
  • POSTECH, School of Environmental Science and Engineering(research professor), 2005-2006
  • Outstanding Paper Award (JCEJ Paper Award of 2005), Japan Institute of Chemical Engineers, 2006.9.31
  • Young Scientist Award, Young Researchers (Marie Curie Programme), ESCAPE14, Lisbon, Portugal· Spotlight paper award, B&B, 2006. 12.31
  • 범석논문상, Bumseok Paper Award, Korean Institute of Chemical Engineers, 2007. 10.26
  • 19th Best Paper Award, Federation of Science and Technology Societies, 2009.07.07
  • Outstanding Paper Award (JCEJ Paper Award of 2008), Japan Institute of Chemical Engineers, 2009.9.16
  • 국가우수연구성과 100선, Selected as one of the 100 Best R & D Achievements, 2015 Ministry of Science, ICT and Future Planning and KISTEP, 2015. 10.
  • 학술상, 한국화학공학회, Korean Institute of Chemical Engineers, 2017. 10.
  • 경희 Fellow, Outstanding Professor, Kyunghee University, 2013-2014
  • (주) 삼성전자 DS 환경안전연구소 자문교수, 친환경기술 업무리더(겸직)
  • SCI-level journal papers: 261
  • Lab. students: 15
  • Postdoc : 2
Research interest
Environmental Systems Engineering (enviro-informatics)
Integrated framework of modeling, monitoring, control and optimization for a sustainable biological treatment operation – Environmental System Engineering for Sustainable Operation
Integrated monitoring of macroscopic and microscopic genes information for biological process by integration of online, offline data, image analysis and gene-related modern microbiology techniques such as DGGE, FISH –Computational and Environmental Biotechnology
Modeling, control and optimization in environment process
Activated sludge model in biological wastewater treatment plant (ASP, MBR, etc)
Anaerobic digestion model in biological wastewater treatment plant
Integrated modeling of treatment plant and anaerobic digestion for hydrogen energy
Modeling and optimization of a microbial fuel cell
Respirometry and experiment
Calibration of activated sludge model(ASM) and plant optimization of N and P removal
Modular internet-based remote supervision and control system for wastewater treatment process -Tele-Monitoring System (TMS)
Integrated modeling and control of urban wastewater system – integrated modeling
Development of XML-based internet protocol for wastewater treatment process – Internet Protocol
Dynamic modeling, calibration, and model-based optimization in the biological wastewater treatment plant – Systematic Calibration and Model-based Optimization
Process systems engineering in chemical engineering
Process control, design and simulation of chemical process
Automation and optimization
Process identification and control using PID autotuning
Process optimization technologies
Multi-response surface method (RSM) for process optimization
Data-based modeling, control, soft-sensing, and optimization in the biological and the environmental process – Process Control and Analysis
Process integration of water, heat, energy and exchange network design for the resource minimization
Mass, water and energy networking in the eco-industrial park – EIP
Industrial ecology, material flow analysis in EIP – MFA
Water and wastewater minimization using water pinch technology – Water Pinch Technology
Fault detection and diagnosis
Development of high machine learning-based statistical monitoring methods
Advanced signal processing
Sensor fault detection and reconstruction
New developments of data mining/machine learning algorithms
DNA/protein chip analysis using machine learning tools, bioinformatics
Computational biology and environmental biotechnology using image analysis and DNA microarray chips – Bioinformatics, Enviro-informatics, and Eco-informatics
Air quality control and management in a subway indoor system
Multivariate statistical monitoring and data analysis
Data-driven modeling (PCA/ICA/KPCA/PLS/RNN)
Computational fluid dynamics
Systems development technologies for sustainable indoor air quality management
Climate change and energy research topics
Modeling of renewable energy process, statistics
Inventory calculation of green house gas (GHG)
Modeling and optimization of microbial fuel cell (MFC)
Development of optimal utility distribution and energy supply system
Development of energy reuse and energy optimization
Eco-industrial park (EIP) and energy informatics (EI)