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교수진 검색
유창규 교수
  • 최종학위
  • 공학박사
  • 전공분야
  • 환경시스템/환경정보/환경설계/AI인공지능
  • 연구분야
  • 환경시스템/환경모델링, 에너지시스템, 스마트워터팩토리, 환경플랜트, 환경안전, 빅데이타/인공지능, AI자율운영
  • 연구실위치
  • 공학관 354호 / Lab:공학관275호,애지원406호, 애지원501호
  • 연구실전화
  • 031-201-3824
  • 이메일
  • ckyoo@khu.ac.kr
Ph. D, Chemical Engineering (Environmental Eng.), POSTECH, 2002 ME, Chemical Engineering, POSTECH, 1995 BE, Chemical Engineering, Yonsei Univ. 1993
주요경력 및 활동
Industry and Research Experience -Doosan R&D center, researcher, 1995-1998 -Ghent University(Belgium), BIOMATH, Department (post-doc), 2002-2004 -POSTECH, School of Environmental Science and Engineering(research professor), 2005-2006 Award achievement - Simultaneous registration of three world people's dictionaries (Marquis Who’s Who, Cambridge Univ., American biographical Institute, Inc(ABI)) · 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 · 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 · Selected as one of the 100 Best R & D Achievements, 2015 Ministry of Science, ICT and Future Planning and KISTEP, 2015. 10. · An academic award, Korean Institute of Chemical Engineers, 2017. 10. · Kyung Hee Fellow, Outstanding Professor, Kyunghee University
SCI-level journal papers: 232 Lab. students: 13 Postdoc : 2 [2018 papers] 199. ChangKyoo Yoo, Mohsen Shahlaei, The applications of PCA in QSAR studies: A case study on CCR5 antagonists, Chemical Biology & Drug Design (ISSN:1747-0277, SCI), Wiley, 91(1), pp.137 - 152 (2018.1) 200. Qian Li, Minjeong Kim, Ying Liu, ChangKyoo Yoo*, Quantitative assessment of human health risks induced by vehicle exhaust polycyclic aromatic hydrocarbons at Zhengzhou via multimedia fugacity models with cancer risk assessment, Science of the Total Environment (STOLEN, ISSN: 0048-9697, SCI , IF=4.9, Top 10% journal – Environmental Science), Elsevier, 618(), pp.430-438 (2018.3) (Ack:2017R1E1A1A03070713) 201. Jouan Rashidi, ChangKyoo Yoo*, A Novel Kalina Power-Cooling Cycle with an Ejector Absorption Refrigeration Cycle - Thermodynamic Modelling and Pinch Analysis, Energy Conversion and Management (ISSN: 0196-8904, SCIE, IF=6.3, Top 5% journal – THERMODYNAMICS: Rank 2 journal,), Elsevier, 162, pp.225-238 (2018.4) (Ack:2017R1E1A1A03070713) 202. Soonho Hwangbo, SungKu Heo, ChangKyoo Yoo*, Network Modeling of Future Hydrogen Production by Combining Conventional Steam Methane Reforming and a Cascade of Waste Biogas Treatment Processes under Uncertain Demand Conditions, Energy Conversion and Management (ISSN: 0196-8904, SCIE, IF=6.3, Top 5% journal – THERMODYNAMICS: Rank 2 journal,), Elsevier, 165, pp.316-333 (2018.6) (Ack:2017R1E1A1A03070713) 203. Gabriel Jacome, Carla Valarezo, ChangKyoo Yoo*,Assessment of Water Quality Monitoring for the Optimal Sensor Placement in lake Yahuarcocha using Pattern Recognition Techniques and Geographical Information Systems, Environmental Monitoring and Assessment(EMAS) (ISSN:0167-6369, SCIE), Springer, 190(409), pp. 259-264 (2018.03) (Ack:2017R1E1A1A03070713) 204. Usman Safder+, Pouya Ifaei+, ChangKyoo Yoo*, Multi-objective optimization and flexibility analysis of a cogeneration system using thermorisk and thermoeconomic analyses, Energy Conversion and Management (ISSN: 0196-8904, SCIE, IF=6.3, Top 5% journal – THERMODYNAMICS: Rank 2 journal,), Elsevier, 166, pp.602-636 (2018.6 +: equal first author (Ack:2017R1E1A1A03070713) 205. Paulina Vilela, Hongbin Liu, SeungChul Lee, Soonho Hwangbo, KiJeon Nam, ChangKyoo Yoo*, A systematic approach of removal mechanisms, control and optimization of silver nanoparticle in wastewater treatment plants, Science of the Total Environment (STOLEN, ISSN: 0048-9697, SCI, IF=4.9, Top 10% journal – Environmental Science), Elsevier, 633(), pp.989-998 (2018.8) (Ack:2017R1E1A1A03070713 & China2개-Nanjing Univ. project no. & SCUT project no.) 206. Usman Safder, Pouya Ifaei, KiJeon Nam, Jouan Rashidi, ChangKyoo Yoo*, Availability and Reliability Analysis of Integrated Reverse Osmosis - Forward Osmosis Desalination Network, Desalination and Water Technology(DWT) (ISSN:1944-3994, SCIE), Desalination Publications, 109(), pp. 1-7 (2018.03) (Ack:2017R1E1A1A03070713) 207. Soonho Hwangbo, KiJeon Nam, Jihoon Han, In-Beum Lee, ChangKyoo Yoo*, Integrated Hydrogen Supply Networks for Waste Biogas Upgrading and Hybrid Carbon-Hydrogen Pinch Analysis under Hydrogen Demand Uncertainty, Applied Thermal Engineering (ISSN:1359-4311, SCIE , Top 6% journal- MECHANICS/ENGINEERING,MECHANICAL), Elsevier, 140(), pp. 386-397 (2018.7) (Ack:2017R1E1A1A03070713) 208. Jouan Rashidi, ChangKyoo Yoo*, Exergy, Exergo-Economic, and Exergy-Pinch Analyses (EXPA) of the Kalina Power-Cooling Cycle with an Ejector, Energy (ISSN: 0360-5442, SCI, IF=4.96, Top 5% journal – THERMODYNAMICS: Rank 3 journal), Elsevier, (), pp. 504-520 (2018.07) (Ack:2017R1E1A1A03070713) 209. Pouya Ifaei, Alireza Farid, ChangKyoo Yoo*, An optimal renewable energy management strategy with and without hydropower using a factor weighted multi-criteria decision making analysis and nation-wide big data - Case study in Iran, Energy (ISSN: 0360-5442, SCI, IF=4.96, Top 5% journal – THERMODYNAMICS: Rank 3 journal), Elsevier, (), pp. - (2018.07) (Ack:2017R1E1A1A03070713) [DOMESTIC JOURNALS ] 40 episodes 13. Kim Min-han, Yoo Chang-kyoo, Wastewater Treatment Process Design and Environmental and Economic Evaluation Using Modeling Technique, Chemical engineering, 46(3), pp.610-618 (2008.06.30) 19. Kim Min-jung, Kim Min-han, Kim Yong-su, Yoo Chang-kyoo*, Multivariate Statistical Analysis for Advanced Design and Process Optimization of Sewage Treatment Plants, Chemical engineering (ISSN: 0304-128X), 48(5), pp. 589-597 (2010.10.31) 25. Kwang Soo Lee, Min Han Kim, Jong Rak Kim, Chang Kyoo Yoo*, Study on the setting of optimal DO concentration and reduction of power cost in aeration tank based on breath rate and blower control, Korean Chemical Engineering Research(HWAHAK KONGHAK) (ISSN: 0304-128X), 52(5), pp.581-586 (Ack: Global Top Environmental Technology: Pansy 21) (2014.09) 26. Kim Dong-woo, Lee Seung-chul, Kim Min-jung, Lee Eun-ji, Yoo Chang-kyoo*, Development of QSAR Model Based on the Key Molecular Descriptors Selection and Computational Toxicology for Prediction of Toxicity of PCBs, Korean Chemical Engineering Research(HWAHAK KONGHAK) (ISSN: 0304-128X, School Registration, Scopus), 54(5), 621-629 (Ack: NRF grant- MSIP- 2015R1A2A2A11001120) (2016.10) 27. Yoo Jun, Chang Kyoo Yoo, Jae Hyung Lee, Smart plant main technologies (big data and artificial intelligence), News and Information for Chemical Engineers (NICE), 36(1), 26-29, The Korean Institute of Chemical Engineers, (2018.02.01) [in Korean] 28. Lee Ga-hee, Hwang Bo-sun, Yoo Chang-kyoo*, Fate Analysis and Impact Assessment fof Vehicle Polycyclic Aromatic Hydrocarbons (PAHs) Emitted from Metropolitan City Using Multimedia Fugacity Model, Korean Chemical Engineering Research(HWAHAK KONGHAK) (ISSN: 0304-128X, School Registration/Scopus), (), - (Ack: Ack:2017R1E1A1A03070713) (2018.6)
[Patent registration] 1. Inventors: Yoo Chang-kyoo, Lim Jung-jin, Applicant / Registrant Name: Kyung Hee University, Gross error detection method and system using Lagrange multiplier and data correction method using gross error detection system(ChangKyoo Yoo, JungJin Lim, GROSS ERROR DETECTING METHOD AND SYSTEM USINGLAGRANGIAN MULTIPLIER, AND DATA RECONCILIATION METHOD USING GROSS ERROR DETECTING SYSTEM, Patent No. 10-1208595), Registration No. 10-1208595-0000, Registration date : 2012.11.29 2. Name of inventor: Yoo Chang-kyoo, Kim Yong-soo, Applicant / Registrant Name: Kyung Hee University, Indoor air quality monitoring method and underground indoor air quality control system(ChangKyoo Yoo, YongSu Kim, AIR QUALITY MONITORING SYSTEM AND AIR QUALITY CONTROL SYSTEM, Patent No. 10-1203500-0000), Registration No. 10-1203500, Registration date : 2012.11.15 3. Name of inventor: Yoo Chang-kyoo, Kim Min-jung, Registered Person: Kyung Hee University, Method and system for predicting membrane cleaning time of biofilm reactor (ChangKyoo Yoo, MinJung Kim, MEMBRANE CLEANING INTERVAL PREDICTION METHOD AND SYSTEM IN MEMBRANE BIOREACTOR, Patent No. 10-1269253-0000), Registration No. 10-1269253, Registration date : 2013.5.23 4. Name of inventor: Yoo Chang-kyoo, Oh Tae-seok, Registered Person: Kyung Hee University, Indoor air quality risk analysis system and method(ChangKyoo Yoo, TaeSeok Oh, SYSTEM AND METHOD FOR ANAYLYZING INDOOR AIR-QUALITY in consideration of health risk, Patent No. 10-1306434), Registration No. 10-1306434-0000, Registration date : 2013.09.03 5. Name of inventor: Yoo Chang-kyoo, Kang On-yu, Registered Person: Kyung Hee University, Optimal Location Method of Sensors for Pollutant Detection in Water Systems, Registration Number 10-1406315-0000, Registration date : 2014.06.03 6. Name of inventor: Yoo Chang-kyoo, Kim Min-jung, Registered Person: Kyung Hee University, Membrane contamination prediction and diagnosis method and system using integrated model(ChangKyoo Yoo, MinJung Kim, METHOD FOR PREDICTION AND DIAGNOSIS OF MEMBRANE FOULING USING COMBINED-MECHANISTIC FOULING MODEL AND SYSTEM THEREOF, Patent No. 10-1430800-0000), Registration number 10-1430800-0000, Registration date : 2014.08.08 7. Inventors: Yoo Chang-kyoo, Kim Min-hyun, Iman Jalgorvandes Farhani, Applicant Name: Kyung Hee University, Optimization Method of Hybrid Renewable Energy System Using Pinch Analysis(ChangKyoo Yoo, MinHyun Kim, Iman Janghorban Esfahani, OPTIMIZATION METHOD FOR HYBRID RENEWABLE ENERGY SYSTEM USING PINCH ANALYSIS, Patent No. 10-1706078), Registration number 10-1706078, Registration date : 2017.02.07 8. Name of inventor: Yoo Chang-kyoo, Kim Min-jung, Applicant / Registrant Name: Kyung Hee University, Control method of indoor air ventilation system in underground station(ChangKyoo Yoo, MinJung Kim, CONTROL METHOD FOR VENTILATION SYSTEM OF SUBWAY STATION, Patent No.), Registration Number: 10-*******, Registration date : 2018.05.16 [Patent application] 13. Inventors: Yoo Chang-kyoo, Lee Seung-chul, Applicant / Registrant Name: Kyung Hee University, How to model and optimize integrated systems of sewage treatment plants and heat merger generation, Application number : 10-2017-0142051 (ChangKyoo Yoo, LEE, Seung Chul, Method for Modeling and Designing Optimized Integrated System of Wastewater Treatment Plant and Combined Heat and Power Generation, Patent No.10-2017-0142051), Application date: 2017.10.30 (Ack:2017R1E1A1A03070713) 14. Name of inventor: Yoo Chang-kyoo, Hwang Bo-sun, Applicant / Registrant Name: Kyung Hee University, Implementation method of integrated hydrogen supply network using biogas discharged from wastewater treatment plant, Application number: 10-2018- 0025637 (YOO, ChangKyoo, HWANGBO, Soon Ho, Method for Implementing Integrated Hydrogen Supply Networks by Using Waste Biogas, Patent No. 10-2018- 0025637), Application date: 2018.03.05 (Ack:2017R1E1A1A03070713) [Technology transfer] 1. Development of Integrated Protocol of Sewage Treatment Plant Modeling and Monitoring for Sewage Treatment Plant Management and Optimization, Kyung Hee University (2010.10.11) 2. Standard protocol know-how of operation management and operation data DB, GIS, application for sewage treatment plant informatization (2012.01.20) 3. Transfer of environmental management system design knowhow to free trade agreement (FTA)(Detailed technical name: Know-how on design of environmental service and new compound management system) 2012.08.15) 4. Technology transfer of vulnerability assessment and adaptation method based on environmental informatics for mitigation of climate change vulnerability of system (Patent right practice, Patent application number : 10-2012-0098462) (2012.11.28) 5. Big data analysis and data mining know-how transfer of ecological environment information ① Ecological Database (DB) Design Technology Using Data Mining ② Ecological Environment Information Interpretation Technology Using Multivariate Statistics ③ Eco-Environmental Management System Design Technology for Big Data-based Environmental Information Interpretation 6. Method and system for predicting membrane cleaning time of biofilm reactor(Patent right practice, Patent registration number : 10-1269253) (2014.12.30) 7. Indoor air quality risk analysis system and method(Assignment of Patent Rights, Patent registration number : 10-1306434) AQK Co., Ltd. (2015.8.10) 8. Modeling and Information Analysis of Nanomaterial Behavior in Water Systems(2015.8.11) 9. Transfer of know-how to sewage treatment process modeling technology based on environment big data(2018.2.26)
1. 1999 ~ Till date: Member of Korea Institute of Chemical Engineering (KIChE) and Environmental Engineering Society 2. 2001 ~ Till date: Member of Korean Society for Bioinformatics (KSB) 3. 2004 ~ Till date: Member of Korea Environmental Engineering Society 4. 2004 ~ Till date: Member of International Water Association (IWA) 5. 2007 ~ Till date: Member of Control, Automation and Systems, Institute of Control, Robotics and Systems (ICROS) 6. 2017 ~ Till date:한국위험물학회, 학회임원, 이사, http://kihm.or.kr/
1) Brain Korea 21+ Environmental Information NEXUS industry-academic human resource development project, Team leader (2009.03 – 2020.08) 2) Graduate School of Climate Change Specialization(CC-ADAPT Program), Participation Professor (2018.10 – 2023.09) 3) Smart integrated environmental management system using big data and system optimization technique, Research Foundation Strategic Task: 2008 ~ 2021 4) Industry course : TPP, "Environmental system modeling, control, monitoring and optimization", Research Director, 2017~2022 5) Industry course : Samsung Engineering, Development of artificial intelligence (AI) based MBR autonomous operation system, Research Director, 2018~2019 · Smart water factory design and smart integrated operation management, ~2021. · Integrated environment air quality management and smart integrated operation management based on artificial intelligence / big data, ~2021. · Development of environment / energy / chemical plant autonomous operation system based on artificial intelligence (AI-Deep reinforcement learning) - Environmental System Engineering : Environmental Systems Engineering: Environmental modeling, water/wastewater treatment control and optimization, indoor air quality control and management, MBR modeling and control with chemical cleaning control, E3(Environment/Energy/Ecology) Management Systems, Autonomous system for Environment/Energy/Chemistry using bigdata/aritificial intelligence -Environmental Plant Design / Operation / Optimization : Environment/Energy/Ecology Informatics (AI/Big data analytics): Statistical data analysis, Big data analysis-Application, Machine learning, Deep learing algorithm-CNN/RNN/DBN (Semiconductor chip/LCD panel, Environmental), Deep Reinforcement Learning (DRL), Fault detection and diagnosis, Contamination source data analysis, Artificial Intelligence based Smart O&M - Environmental Informatics : Big Data Analysis for Environment Energy/Ecology, Big Data Analysis, Machine learning (Water/Air/Ecology/Big Data), Big data analytics, Deep learing algorithm of environment/ecology/energy data, Supervisory control with Deep Reinforcement Learning (DRL) and AI - Environmental safety : Health/Safety/Environment (HSE) : process safety management(PSM)/off-site chemicals risk assessment/risk management program(RMP)/chemical process safety, multimedia fate model (air, water, soil, groundwater), Computational toxicology, QSAR(Toxic Chemical Properties and Toxicology), BAT Technology Modeling and Impact Assessment / Integrated Environmental Management Act by Water / Atmosphere / Soil Medium -GHG emission modeling and energy systems approach for climate change adaption - Climate change (GHG model) and renewable energy system topics : Statistics and inventory calculation of green house gas(GHC), Development of optimal utility distribution and energy supply system, Development of energy reuse and energy optimization, GHG emission model, GHG reduction technologies and energy system modeling in wwtp -Process system : Process systems engineering (PSE): modeling, control, optimization, plant design -Process integration : Process integration and optimization: reuse network of heat, energy, water, waste with exergy/emergy optimization, eco-industrial park(EIP) - Micropollutants in multimedia environment: model and management: molecular modeling(cowork), modeling and management of micropollutants fate/transport/reaction/removal, multimedia modeling of engineered nano materials(ENM), integrated environment management of multimedia environment pollutants - Smart Water Factory : Water-Energy-Climate Change Nexus system: water desalination and power plant design with various renewable energy sources, energy systems modeling, ecological modeling - Energy system : Energy System Engineering: Design of RO with renewable energy sources, Desalination modeling, Power plant system optimization, mass, water and energy networking in the eco-industrial park, industrial ecology, material flow analysis, process integration of water, heat, energy, exchange network design the resource minimization, Hydrogen reuse network design using mixted integer linear programming and carbon/hydrogen pinch analysis -Geographic Information System : GIS applications : Ecological model with GIS, Ecoinformatics, biodiversity model with ArcGIS - Molecular Dynamic Simulation (MDS) - Artificial Intelligence and Big data for Environment/Energy/Ecology: Smart Water Factory, Smart O&M