학력

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

Projects

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)

논문

• 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

ICA/KPCA/KICA/KPLS/SVM

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)