Curriculum Vitae

CV – ChangKyoo Yoo

Curriculum Vitae CHANG KYOO YOO Assistant Professor, Dept. of Environmental Science and Engineering, College of Engineering, Kyung Hee University, Seocheon-dong, Giheunggu, Yongin-Si, Gyeonggi-Do, 446-701, Korea Tel: +82-(0)31-201-3824; Fax: +82-(0)31-202-8854 Cell: +82-(0)10-7707-5956 E-mail) [email protected] or [email protected]

Environmental Management Laboratory: EMSEL

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Systems

Engineering

EDUCATION z

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Ph. D. Degree (March 1999 ~ February 2002) 9 Department of Chemical Engineering, Pohang University of Science and Technology, Korea 9 Title: Monitoring and Control of Biological Wastewater Treatment Process M.S. Degree (March 1993 ~ February 1995) 9 Department of Chemical Engineering, Pohang University of Science and Technology, Korea 9 Title: Modeling and Control in the Activated Sludge Process Batchelor (March 1989 ~ February 1993) 9 Department of Chemical Engineering, Yonsei University, Korea

WORK EXPERIENCE z

Assistant Professor (September 1, 2006 ~ Till date) Department of Environmental Science and Engineering, College of Environmental and Applied Chemistry, Kyung Hee University, Seocheon-dong, Giheung-gu, Yongin-Si, Gyeonggi-Do, 446-701, Korea Research Professor (November 1, 2004 ~ August 31, 2006) 9 School of Environmental Science and Engineering, Pohang University of Science and Technology (POSTECH), San 31 Hyoja Dong, Pohang, 790-784, Korea Post-doctorial Fellow (November 1, 2002 ~ October 31, 2004) 9 BIOMATH: Department Applied Mathematics, Biometrics and Process Control, Ghent University, Belgium, Research Fellowship of KOSEF (2003) and Research Fellowship of Belgium National Scientific Research Fund (2004) Post-doctorial Fellow (March 1, 2002 ~ October31, 2002) 9 Automation Research Center, Pohang University of Science and Technology, Korea Visiting scholar (May 15, 2001 ~ August 15, 2001), (supported by Brain Korea 21) 9 Integrated Sensing System Identification Control Laboratory, School of Chemical Engineering, Georgia Institute of Technology, Atlanta, GA, USA Industrial researcher (December 30 1994 ~ August 21, 1998) 9 Factory Automation Center, Doosan Research and Development center, Korea (January 1995 ~ September 1998) 9

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CV – ChangKyoo Yoo

INVITED TALKS 1. Theory and application of multivariate statistical process monitoring, LG Chemical. Ltd., Daejon, Korea, June 3-4, 2002 2. Integrated framework of monitoring, prediction and control for bioprocess optimization, Department of Chemical Engineering, POSTECH, Pohang, Korea, April 26, 2004 3. Multivariate Monitoring, Control and Optimization for a Sustainable Biological Treatment Operation: Challenges and Opportunities, Department of Environmental Engineering, Pusan National University, Pusan, Korea, April 27, 2004 4. Water Environmental Systems Engineering, New Frontiers of Process Systems Engineering Section of Spring Symposium of Chemical Engineering, Yeosu University, Yeosu, Korea, April 23, 2005 5. Integration Technology for a Sustainable Bioprocess Optimization, School of Chemical Engineering and Technology, Yeung Nam University, Taegu, Korea, May 20, 2005 6. Monitoring, Control and Optimization for an Integrated Wastewater Treatment Management System, , Department of Environmental Engineering, Pukyung National University, Pusan, Korea, July 15, 2005 7. Eco-industrial Park (EIP) for Clean Production - Water and wastewater minimization technology in industries, Workshop of eco-industrial park, April 21, 2006

SCHOLARSHIPS & AWARDS 1. Outstanding Paper Award in CSS2 (2000.11.2) 2. Outstanding Paper Award in CSS3 (2001.11.15) 3. International Exchange Program by Brain Korea 21, Process monitoring for continuous biological process with cycling operation, School of Chemical Engineering, Georgia Institute of Technology, Atlanta, GA, USA, (2001.5-2001.8) 4. Post-doctoral Fellowship Program of Korea Science & Engineering Foundation (KOSEF), Process monitoring and control of biological batch process with multiway independent component analysis, Ghent Univ. Belgium (2002.11-2003.10) 5. Visiting Postdoctoral Fellowship Supported by Fund for Belgium National Scientific Research Flanders (FWO), Development of dynamic monitoring system and systematic optimization protocol of the biological wastewater treatment process, Ghent Univ. Belgium (2003.11-2004.10) 6. Outstanding Paper Award, Journal of Chemical Engineering of Japan, On-line Batch Process Monitoring Using Different Unfolding Method and Independent Component Analysis, Vol.36, No.11,pp.1384-1396 (2003.11.01) 7. Young Researchers (Marie Curie Programme) in 14th European Symposium on Computer Aided Process Engineering (ESCAPE14). Lisbon, Portugal, May 16-19, (2004.05.16-19) 8. Expert Appointment, The Global Network of Korean Scientists and Engineers (KOSEN) (2004.09.01-2006.08.31) 9. Scientific Outstanding Paper Award, 2005 Fall Conference of Korea Environmental Engineering, (2006.04.27) 10. Nomination in Marquis Who’s Who in Science and Engineering (2006.9) 11. Nomination in Marquis Who’s Who in Asia (2006.12) 12. Nomination in American Biographical Institute, Inc (ABI) in International Directory of Experts and Expertise (2006) 13. Outstanding Paper Award (JCEJ Paper Award of 2005), Calibration, Prediction and Process Monitoring Model Based on Factor Analysis for Incomplete Process Data, 38(12), pp. 1025-1034, Journal of Chemical Engineering of Japan, (2006.9.31) 11. Outstanding paper award, Domestic conference of Korean Environmental Society, (2006.11.02) 15. Spotlight paper award selected in Biotechnology and Bioengineering, Multi-model statistical process monitoring and diagnosis of a Sequencing Batch Reactor

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17. Nomination in Marquis Who’s Who in the World (2007. 3) 18. Nomination as international educator of the year 2007, Dictionary of International Biography, Outstanding Scientists of the 21st Century, International biographical Centre, Cambridge, England (2007.09.07) 19 Best research award, Modeling and software development of eco-industrial park by using material flux analysis, Korean Society of Chemical Engineering (2007. 10.26) 20. Outstanding Paper Award (JCEJ Paper Award of 2008), ChangKyoo Yoo and Krist V. Gernaey, Classification and Diagnostic Output Prediction of Cancer Using Gene Expression Profiling and Supervised Machine Learning Algorithms, Journal of Chemical Engineering of Japan 41(9), pp.898-914 (2009.9.16)

PROFESSIONAL ACTIVITY 1. 1999 ~ Till date: Member of Korea Institute of Chemical Engineering (KIChE) and Environmental Engineerng 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. Chaired in KIChE Annual Meetings2005, KSEE Annual Meetings2005, The 2nd IWA conference on instrumentation, control and automation (ICA2005), 2nd International Symposium on Advanced Control of Industrial Processes (AdCONIP2005) 7. 2002 ~ Till date: Invited Reviewer for J. of environmental management, J. of Biotechnology, Water Research, Water Science & Technology, J. Environmental Engineering (ASCE), Environmental Engineering Science, Environmental Engineering Research, Int. J. of Environment and Pollution, Process Biochemistry, Talanta, Chemosphere, Chemical Engineering Science, Chem. Eng. Communication, Comp. & Chem. Eng, J. of Process Control, Industrial Engineering Chemistry Research, Information Sciences, Korean Journal of Chemical Engineering, Computational Statistics and Data Analysis, J. Chemical engineering of Japan, etc

RESEARCH AND EXPERT COMMUNITY ACTIVITY 1. 2004.09.01-2006.08.31: Expert Appointment by The Global Network of Korean Scientists and Engineers (KOSEN) 2. 2004.11.01 ~ Present : Member of Process Systems Engineering Division, Korea Institute of Chemical Engineering (KIChE) 3. 2005.10.01~ Present: Member of Bioinformatics research division, Catholic Medical University and POSTECH 4. 2005.10.01~ Present: Expert appointment of e-NIS program, Korea institute of science and technology information (KISTI) 5. 005.10.01~ Present: Member of Industrial ecology research, Korea national cleaner production center (KNCPC) 6. 2005.05.01~ Present: Member of optimal water-supply and water-using management research, POSCO, RIST, POSTECH, POWEL

RESEARCH INTERESTS : Environmental Management & Systems Engineering Lab. (EMSEL)

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CV – ChangKyoo Yoo

Fig. Integrated framework of monitoring, control and optimization for sustainable biological process operation. 1. 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 2. Process systems engineering in chemical engineering - process control, design and simulation of chemical process - automation and optimization - process optimization technologies - multi-response surface method (RSM) for process optimization 4

CV – ChangKyoo Yoo

- Data-based modeling, control, soft-sensing, and optimization in the biological and the environmental process – Process Control and Analysis 3. 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 4. Fault detection and diagnosis - development of high machine learning-based statistical monitoring methods - advanced signal processings - 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 5. 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 6. Climate change and energy research topics - Modeling of renewable energy process, statistics –inventory calculation of green house gas(GHC) - 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) PROJECTS 1. Case study of modeling, calibration and prediction of the biological cokes WWTP using activated sludge model no.1(ASM1) (1994) 2. Automatic and temperature control system in the fermentation bioreactor using PC/PLC structure (1995) - Man machine interface (MMI) construction using FIX DMACS with PLC 3. Automatic control system in the no exit wastewater treatment plant using PC/PLC structure (1996) - Man machine interface (MMI) construction using visual basic with PLC - Serial programming of RS232C communication 4. Tele-metering system (TMS) system of air pollutants and wastewater plant in Inchon city hall (1997) - Clients/Server development using Visual Basic/Access/Oracle, Database programming - Diffusion modeling programming of the air pollutants

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5. Software development of chemical mechanical polishing (CMP) for Semiconductor Equipment (1997 - 1998) - Motor control in one chip board, PC/PLC, signal processing - End point detection algorithm for polishig using frequency analysis - Detachment to the semi conductor equipment corporation, Genitech 6. Development of automatic control system for biological effluent treatment system in fullscale coke wastewater treatment Plant. (1999-2000) - Identification and autotuning programming for PID controller - Statistical monitoring and analysis using SIMCA, PLS chemometrics toolbox 7. Air pollutant monitoring and modeling in the power plant system (2000) - Soft computing technology such as neural network, fuzzy, genetic algorithm and rough set 8. Process design validation of CIA/PTA wastewater treatment plant using EnviroPRO(2000) 9. Software development of energy efficiency and optimization of combustion pattern in power plant (2000) 10. Automatic control and monitoring system in the lab. scale biological wastewater treatment (2001) - MMI and process control using visual basic and MIT PLC, Serial communication 11. Audit and instruction for applying clean technology for chemical industry through optimization of water reuse using Aspen waterTM (water pinch technology) (2002) - Samsung General Chemicals. Co. Ltd and Cheil Industries Inc. 12. Information Provider (IP) of Chemical Engineering Research Information Center, Korea (2002-2003) - Information about Department Applied Mathematics, Biometrics and Process Control (BIOMATH), Ghent University, Belgium. - Information about statistical process monitoring and application of microarray technology in biological and environmental process. 13. Modular internet-based remote supervision system for wastewater treatment plants - TELEMAC European project, BIOMATH, Ghent University, Belgium (2003) 14. Ab initio modelling of physicochemical and hydrodynamical effects on flocculation/deflocculation in biotic model systems (2003) - SEDIFLOC(2)-PBM, Fund for Scientific Research - Automation, control and monitoring system of a pilot-scale SBR using labview and matlab 15. Dynamic calibration and model based optimization of an intermittently aerated carrousel plant, Haaren Project, BIOMATH, Ghent University, Belgium (2003) 16. Multivariate statistical process control and monitoring of a pilot-scale sequencing batch reactor (SBR), BIOMATH, Ghent University, Belgium (2002-2004) 17. Development of optimal utility distribution and energy supply system, POSCO, Korea (2004-2005) 18. Biomedical information analysis research, Catholic Medical University and POSTECH, (2005.10.01~ 2006.9.31) 19. Construction of optimal water reuse system using water pinch technique in steel industrial complex (I), Research Institute of Industrial Science & Technology (RIST), Korea (2005.42006.3) 20. Construction of optimal water reuse system using water pinch technique in steel industrial complex (II), Research Institute of Industrial Science & Technology (RIST), Korea (2006.42007.3) 21. Construction of optimal water reuse system using water pinch technique in steel industrial complex (II), Research Institute of Industrial Science & Technology (RIST), Korea (2006.42007.3) 22. Development of nonlinear environmental management system for fault detection, monitoring and diagnosis of biological wastewater treatment process, Kyung Hee Univ., Korea (2006.9-2007.8) 23. Study on an intelligent sensor fault detection and validation system of chemical process

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CV – ChangKyoo Yoo

using a sensible-independent component analysis, Korea Government, Korea (2007.82009.7) 24. Research on core technology of environmental informatics by combining environment technology(ET) and information technology(IT) , Kyung Hee Univ., Korea (2008.7-2009.6) 25. A postdoctorial research fellowship for an advanced research processor, Kyung Hee Univ., Korea (2009.3-2010.2) 26. Development of artificial intelligence air quality control and management system for subway stations and tunnels, Seoul Research and Development, Korea (2007.12-2012.11) 27. Brain Korea 21 project, “Education program for environmental informatics (“ecoinformatics)”, Korea Science and Technology Korea (2009.3-2013.2) 28. Development of an integrated management system of wastewater treatment process by using the core technologies of environmental informatics and system optimization (2009.52012.4)

REFERENCES z Professor In-Beum Lee, Department of Chemical Engineering and School of Environmental Engineering, Pohang University of Science and Technology, Korea, Tel: +82 54 279 2274, Fax: +82 54 279 8299, E-mail: [email protected] z Professor Jay H. Lee, School of Chemical Engineering, Georgia Tech, 778 Atlantic Dr. Atlanta, USA, E-mail: [email protected] z Professor Peter Vanrolleghem, BIOMAH: Department of Applied Mathematics Biometrics and Process Control, Ghent University, Coupure 653, 9000 Gent, Belgium, Tel: +32 9 264 5932, Fax:+32 9 264 6220, e-mail: [email protected]

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CV – ChangKyoo Yoo

Publication List INTERNATIONAL JOURNALS 1. C.K.Yoo, J.H. Cho, H.J. Kwak, S.K. Choi, H.D. Chun and I.B. Lee, Closed-loop identification and control application for dissolved oxygen concentration in the full-scale coke wastewater treatment plant, Water Science and Technology, 43(7), 207-214, International Water Association (2001.04.01). 2. Chang Kyoo Yoo, Dong Soon Kim, Ji-Hoon Cho, Sang Wook Choi and In-Beum Lee, Process system engineering in the wastewater treatment process, The Korean Journal of Chemical Engineering, 18(4), 408-421, The Korean Institute of Chemical Engineers (2001.07.31). (*Invited) 3. Sang Wook Choi, Chang Kyoo Yoo, Kyu Hwang Lee and In-Beum Lee, Generic Monitoring system in the biological wastewater treatment process, Journal of Chemical Engineering of Japan, 34(10), 1218-1228, The Society of Chemical Engineers, Japan (2001.10.01). 4. Chang Kyoo Yoo, Hee Jin Kwak and In-Beum Lee, Direct identification method of second order plus time delay model parameters, Chemical Engineering Research and Design, 79(Part A, 10), 754-764, Institution of Chemical Engineers (2001.10.01). 5. C.K.Yoo, S.W. Choi and I. Lee, Disturbance detection and isolation in the activated sludge process, Water Science and Technology, 45(4-5), 217-226, International Water Association, (2002.03.01). 6. Chang Kyoo Yoo, Sang Wook Choi, and In-Beum Lee, Adaptive modeling and classification of the secondary settling tank, The Korean Journal of Chemical Engineering, 19(3), 377382, The Korean Institute of Chemical Engineers (2002.05.01). 7. Chang Kyoo Yoo, Sang Wook Choi and In-Beum Lee, Dynamic monitoring method for multiscale fault detection and diagnosis in MSPC, Industrial & Engineering Chemistry Research, 41(17), 4303-4317, American Chemical Society (2002.07.21). 8. Sang Wook Choi, Chang Kyoo Yoo, and In-Beum Lee, SOx monitoring and neural network classification in the power plant, Journal of Environmental Engineering, 128(10), 911-918, American Society of Civil Engineers, (2002.10.01). 9. YoonHo Bang, Chang Kyoo Yoo and In-Beum Lee, Nonlinear PLS modeling with fuzzy inference system, Chemometrics and Intelligent Laboratory Systems, 64(2), 137-155, Elsevier, (2002. 11.28) 10. Sang Wook Choi, Chang Kyoo Yoo, and In-Beum Lee, Overall statistical monitoring of static and dynamic patterns Industrial & Engineering Chemistry Research, 42(1), 108-117, American Chemical Society, (2003.01.08) 11. Chang Kyoo Yoo, Su Whan Sung and In-Beum Lee, Generalized damped least squares algorithm, Computers & Chemical Engineering, 27(3), 423-431, Elsevier, (2003.03.15) 12. Jong-Min Lee, Chang Kyoo Yoo and In-Beum Lee, Statistical process monitoring with multivariate exponentially weighted moving average and independent component analysis, Journal of Chemical Engineering of Japan, 36(5), pp.563-577, The Society of Chemical Engineers, Japan (2003.05.01) 13. J.-M. Lee, C.K. Yoo and I.-B. Lee, New monitoring technique with ICA algorithm in wastewater treatment process, Water Science and Technology, 47(12), pp.49-56, International Water Association (2003.07.01) 14. Chang Kyoo Yoo, Peter A. Vanrolleghem and In-Beum Lee, Nonlinear modeling and adaptive monitoring with fuzzy and multivariate statistical methods in biological wastewater treatment plant, Journal of Biotechnology, 105(1-2), pp.135-163, Elsevier, (2003.10.9) 15. Jong-Min Lee, Chang Kyoo Yoo and In-Beum Lee, On-line batch process monitoring using different unfolding method and independent component analysis, Journal of Chemical Engineering of Japan, 36(11) 1384-1396, The Society of Chemical Engineers, Japan (2003.11.1) Outstanding Paper Award of Journal of Chemical Engineering of Japan

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(2003) 16. Jong-Min Lee, Chang Kyoo Yoo and In-Beum Lee, On-line batch process monitoring using a consecutively updated multiway principal component analysis model, Computers & Chemical Engineering, 27(12), pp. 1903-1912, Elsevier (2003.12.15) 17. Jong-Min Lee, Chang Kyoo Yoo, Sang Wook Choi, Peter A. Vanrolleghem and In-Beum Lee, Nonlinear process monitoring using kernel principal component analysis, Chemical Engineering Science, 59(1), pp. 223-234, Elsevier (2004.1.1) 18. Chang Kyoo Yoo, Jong-Min Lee and In-Beum Lee, Nonlinear model-based dissolved oxygen control in a biological wastewater treatment process, The Korean Journal of Chemical Engineering, The Korean Institute of Chemical Engineers, 21(1), pp.14-19 (2004.01.01) 19. Chang Kyoo Yoo, DaeSung Lee and Peter A. Vanrolleghem, Application of multiway ICA for on-line monitoring of a sequencing batch reactor, Water Research, 38(7), pp. 1715-1732, Elsevier (2004.04.01) 20. Chang Kyoo Yoo and In-Beum Lee, Soft-sensor and adaptive model-based dissolved oxygen control for biological wastewater treatment processes, Environmental Engineering Science, 21(3), pp. 331-340, Mary Ann Liebert (2004.05.01) 21. Jong-Min Lee, Chang Kyoo Yoo and In-Beum Lee, Enhanced process monitoring of fedbatch penicillin cultivation using time-varying and multivariate statistical analysis, Journal of Biotechnology, 110(2), pp. 119-136, Elsevier (2004.05.27) 22. Chang Kyoo Yoo, Jong-Min Lee, Peter A. Vanrolleghem and In-Beum Lee, On-line monitoring of batch process with multiway independent component analysis, Chemometrics and intelligent laboratory systems,71(2), pp. 151-163, Elsevier (2004.05.28) 23. Yangdong Pan, ChangKyoo Yoo, Jay H. Lee, and In-Beum Lee, Process monitoring for continuous process with periodic characteristics, Journal of Chemometrics, 18(2), pp. 69-75, Wiley InterScience (2004.06.14) 24. Jong-Min Lee, Chang Kyoo Yoo, and In-Beum Lee, Statistical monitoring of dynamic process based on dynamic independent component analysis, Chemical Engineering Science, 59(14), pp. 2995-3006, Elsevier (2004.07.01) 25. Jong-Min Lee, Chang Kyoo Yoo and In-Beum Lee, Statistical process monitoring with independent component analysis, Journal of Process Control, 14(5), pp. 467-485, Elsevier (2004.08.01) 26. Jong-Min Lee, Chang Kyoo Yoo and In-Beum Lee, Fault detection of batch processes using multiway kernel principal component Analysis, Computers & Chemical Engineering, 28(9), pp 1837-1847, Elsevier (2004.8.15) 27. Chang Kyoo Yoo, Yoon Ho Bang, In-Beum Lee, Peter A. Vanrolleghem and Christian Rosén, Application of Fuzzy Partial Least Squares (FPLS) for Modeling Nonlinear Biological Processes, The Korean Journal of Chemical Engineering, 21(6), pp.1087-1097, The Korean Institute of Chemical Engineers (2004.11.01) 28. Yoo C.K., Lee J.-M., Lee I.-B. and Vanrolleghem P.A., Dynamic monitoring system for fullscale wastewater treatment plants, Water Science and Technology, 50(11), pp. 163–171, International Water Association(IWA) (2004.11.01) 29. Chang Kyoo Yoo, Hong-Rok Son and In-Beum Lee, Modeling and multiresolution analysis in a full-scale industrial plant, Environ Eng. Res., 10(2), pp. 88-103, Korean Society of Environmental Engineers, (2005.4.01) 30. Chang Kyoo Yoo, In-Beum Lee and Peter A. Vanrolleghem, Interpreting patterns and analysis of acute leukemia gene expression data by multivariate fuzzy statistical analysis, Computer & Chemical Engineering, 29(6), pp. 1345-1356, Elsevier (2005.05.15) 31. Doosoon Kim, Chang Kyoo Yoo, Young-Il Kim, Jae Hak Jung and In-Beum Lee, Calibration, Prediction and Process Monitoring Model Based on Factor Analysis for Incomplete Process Data, Journal of Chemical Engineering of Japan, 38(12), pp. 1025-1034, The Society of Chemical Engineers, Japan (2005.12.31) Outstanding Paper Award of Journal of Chemical Engineering of Japan (2005)

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32. ChangKyoo Yoo, Kris Villez, In-Beum Lee, and Peter A. Vanrolleghem, Multivariate nonlinear statistical process control of a sequencing batch reactor, Journal of Chemical Engineering of Japan, 39(1), pp.43-51, The Society of Chemical Engineers, Japan (2006.01.20) 33. C.K. Yoo, K. Villez, I. Lee, S. Van Hulle and P.A. Vanrolleghem, Sensor validation and reconciliation for a partial nitrification process (SHARON), Water Science and Technology, 53(4), pp.513-521, International Water Association(IWA), (2006.03.31) 34. ChangKyoo Yoo, Peter A. Vanrolleghem and In-Beum Lee, Fault detection, monitoring and diagnosis of sequencing batch reactor for integrated wastewater treatment management system, Environmental Engineering Research, 11(2), pp.63-76, Korean Society of Environmental Engineers, (2006.4.30) 35. ChangKyoo Yoo and In-Beum Lee, Nonlinear Multivariate Filtering and Bioprocess Monitoring for Supervising Nonlinear Biological Process, 41(8), pp.1854-1863, Process Biochemistry, Elsevier (2006.08.31) 36. Chang Kyoo Yoo, In-Beum Lee and Peter A. Vanrolleghem, On-Line Adaptive and Nonlinear Process Monitoring of a Pilot-scale Sequencing Batch Reactor, Environmental Monitoring and Assessment, 119(1-3), pp.1573-2959, Springer (2006.08.31) 37. ChangKyoo Yoo and In-Beum Lee, Integrated Framework of Nonlinear Prediction and Process Monitoring for Complex Biological Processes, Bioprocess and Biosystems Engineering, 29(4), pp.213-228 (2006.09.03) 38. Chang Kyoo Yoo, Kris Villez, In-Beum Lee, Christian Rosén and Peter A. Vanrolleghem, Multi-model Statistical Process Monitoring and Diagnosis of a Sequencing Batch Reactor, Biotechnology and Bioengineering, John Wiley & Sons, Inc., 96(4), pp.687-701 (2007.03.01) - Spotlight paper award in B&B 39. Tao Jiang, Maria D. Kennedy, Chang Kyoo Yoo, Walter van der Meer, Harry Futselaar, Peter A Vanrolleghem, Jan C. Schippers, Modelling and optimizing hydrodynamics in sidestream membrane bioreactors for simultaneous fouling control and energy reduction, Journal of Membrane Science, 297, pp. 141–151 (2007.07.05) 40. Chang Kyoo Yoo, Tae Young Lee, Jiyong Kim, Il Moon, Jae Hak Jung, Chong Hun Han, Jong-Min Oh and In-Beum Lee, Integrated Water Resource Management through Water Reuse Network Design for Clean Production Technology: State of the art, Korean Journal of Chemical Engineering, 24(4), pp.567-576 (2007.07.31) 41. ChangKyoo Yoo, Nonlinear Monitoring and Prediction Model in an Industrial Environmental Process, J. Chemical Engineering of Japan, 41(1), pp. 32-42 (2008.01.20) 42. ChangKyoo Yoo, Minhan Kim, Sunjin Hwang, Yongmin Jo, Jongmin Oh, On-Line Predictive Monitoring and Prediction for Periodic Process Through Multiway Non-Gaussain Modeling, Chinese Journal of Chemical Engineering, 16(1), pp.48-51 (2008.02.28) 43. Tamilarasan R., Anand Prabu A., M. Dharmendira Kumar, ChangKyoo Yoo, Salt Effect on the Enthalpy of Mixing of 1,4-Dioxane + Formic Acid at 303.15 K, J. Chemical & Engineering Data, 53(3), pp. 966–969 (2008.03.31) 44. Young-Hwang Kim, ChangKyoo Yoo and In-Beum Lee, Optimization of Biological Nutrient Removal in a SBR Using Simulation-based Iterative Dynamic Programming, Chemical Engineering Journal, 139(1), pp.11-19, (2008.05.01) 45. ChangKyoo Yoo, Sun-Jin Hwang and Il Moon, Hybrid Fuzzy Modeling of Wastewater Quality with Artificial Intelligence Learning, Environmental Engineering Science, 25(6), pp.941-950 (2008.07.01) 46. Chang Kyoo Yoo, Kris Villez, Stijin Van Hulle, and Peter A Vanrolleghm, An enhanced process monitoring for wastewater treatment system, Environmetrics, John Wiley & Sons, Ltd., 19, 602-617 (2008.9.1) 47. ChangKyoo Yoo and Krist V. Gernaey, Classification and Diagnostic Output Prediction of Cancer Using Gene Expression Profiling and Supervised Machine Learning Algorithms, Journal of Chemical Engineering of Japan 41(9), pp.898-914 (2008.09.20) Outstanding Paper Award of Journal of Chemical Engineering of Japan (2008)

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48. Min-Han Kim, ChangKyoo Yoo, Multivariate monitoring for time-derivative non-Gaussian batch process, The Korean Journal of Chemical Engineering, 25(5), pp.947-954 (2008.09.30) 49. YongSoo Kim, ChangKyoo Yoo, TMS-based Integrated Monitoring of Indoor Air Quality in a Subway Station, J. Ecotechnology Research, International Association of Ecotechnology Research, 14(2), pp.69-69 (2008.10.19) 50. Jiyong Kim, Jinkyung Kim, Junghwan Kim, ChangKyu Yoo and Il Moon, A Simultaneous optimization approach for the design of wastewater and heat exchange networks based on cost estimation, Journal of Cleaner Production,17, pp.162-171 (2009.01.01) 51. Tamilarasan R., Anand Prabu A., M, Raajenthiren, ChangKyoo Yoo, Dharmendira Kumar M., Effect of dissolved salts on the enthalpy of mixing of methanol + formic acid system at 303.15 K, J. Chemical & Engineering Data, 54(1), pp.4–7 (2009.1.11) 52. YoungHwang Kim, ChangKyoo Yoo, YongSu Kim and In-Beum Lee, Simulation and Activated Sludge Model-Based Iterative Learning Control for a Sequencing Batch Reactor, Environmental Engineering Science, 26(3), 661-671 (2009.03.01) 53. YongSu Kim, SunJin Hwang, JongMin Oh, GyeDae Whang and ChangKyoo, Mapping multi-class cancers and clinical outcomes prediction for multiple classifications of microarray gene expression data, Korean J. Chem. Eng., 26(4), pp-, (2009.07.31) (in press) 54. ChangKyoo Yoo and MinHan Kim, Industrial experience of process identification and setpoint decision algorithm in a full-scale treatment plant, Journal of Environmental Management (2009) (in press) 55. Baskar, G., Dharmendira Kumar M., Arun Anand Prabu, Renganathan, S. and Chang Kyoo Yoo, Optimization of Carbon and Nitrogen Sources for the Production of L-asparaginase by Enterobacter aerogenes using Response Surface Methodology, Chemical & Biochemical Engineering, 23(4), pp-, (2009.09.01) ( in press) 56. MinHan Kim, A. Seshagiri Rao, ChangKyoo Yoo, Dual Optimization Strategy for N and P Removal in a Biological Wastewater Treatment Plant, Industrial & Engineering Chemistry Research (2009) (accepted) 57. Rengasamy T., Arun A. P., Muniswamy, R., Mahendradas D.K., Yoo C.K., Determination and Correlation of Molar Excess Enthalpies of Ethyl Acetate + Benzene Mixtures Containing Dissolved Inorganic Salts at 303.15 K, Journal of Chemical Engineering of Japan (2009) (accepted) - Submitted or in revision SCI papers

DOMESTIC JOURNALS 1. 최상욱, 유창규, 이인범, 발전소에서의 SOx 공정 모사, 모니터링 및 패턴 분류 (SOx simulation, monitoring and pattern classification in the power plant), 제어 및 자동화 시스템공학 논문지, 11(3), 827-832 (2002.10.01). [in Korean] 2. 유창규, 이창규, 허순기, 이인범, 박대식, 김용환, 송봉근, 지상강좌:공정산업의 용수 및 폐수 최소화를 위한 Water Pinch 기술 (Water pinch technology for water and wastewater minimization in the process industry), News and Information for Chemical Engineers (NICE), 21(1), 65-73, The Korean Institute of Chemical Engineers, (2003.02.01) [in Korean] (*Invited) 3. 박대식, 김용환, 유정용, 송봉근, 이인범, 유창규, 워터핀치기법을 이용한 석유화학공정의 공정수 재이용 최적화 (Optimization of water reuse network using water pinch technology in petrochemical industries), 대한 환경공학회지(Korean Society of Environmental Engineers), 25(12), pp. 1550-1556, 2003.12.31(*Invited) 4. 이민영, 유창규, 이인범, 생물시스템의 네트워크 모델링과 시스템즈 생물학, 제어

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자동화 시스템공학회지, 11(3), pp. 33-36, 제어자동화시스템공학회, 2005.09.30 [in Korean] (*Invited) 5. 유창규, 이민영, 김영광, 이인범,전산생물학을 이용한 마이크로어레이의 유전자 발현 데이터 분석 및 유형 분류 기법, 제어 자동화 시스템공학 논문지, 11(10), pp. 830-836, 제어자동화시스템공학회, 2005.10.1 [in Korean] (*Invited) 6. 유창규, 허순기, 유동준, 이승준, 신지나, 박용준, 윤학모, 전희동, 문정기, 이인범, 총설: 청정 생산을 위한 생태산업단지 개발과 주요기술 (Review: Eco-Industrial Park (EIP) Development and Key Technologies for Clean Production), 화학공학 Korean Chemical Engineering Research), 화학공학회, 43(4), pp. 549-559, (2005.10.31) [in Korean] (*Invited) 7. 유창규, 이태영, 이인범,용수 재활용 네트워크, News and Information for Chemical Engineers (NICE), 24(4), 360-365, The Korean Institute of Chemical Engineers, (2006.8.31) [in Korean] (*Invited) 8. 유창규, 이태영, 이인범, 공정용수 재이용 최적화를 통한 용수 및 폐수 최소화 기술, 대한환경공학회지, 28(9), 961∼976 (2006.9.30) (*Invited) 9. 이승준, 유창규, 최상교, 전희동, 이인범, 물질흐름분석을 통한 생태산업단지의 모델링 방법론 및 소프트웨어 활용, 화학공학, 44(6), pp.579-587 (2006) 2007 년 한국화학공학회 범석논문상 (최우수논문상) 10. 김영황, 유창규, 이인범, 연속회분식반응기에서 최적질소제거를 위한 최적궤적찾기와 재-최적화, 화학공학, 화학공학회, 45(1), pp.73-80, (2007.02.28) 11. 유창규, 최상욱, 이인범, 공정 모니터링 기술의 최근 연구 동향, 화학공학, 46(2), pp.233-247 (2008.4.30) 12. 김현주, 유창규, 유준형, 이인범, 생태산업단지에서 용수재이용 네트워크의 에이전트 기반 모델링 및 설계, 화학공학, 46(2), pp.369-375 (2008.4.30) 13. 김민한, 유창규, 모델링 기법을 이용한 하폐수처리 공정 설계와 환경성 및 경제성 평가, 화학공학, 46(3), pp.610-618 (2008.06.30) 14. 김용수, 김현주, 이인범, 유창규, 워터핀치기술을 이용한 생태산업단지 내 기업간 용수 재이용망 최적화, 제어⋅로봇⋅시스템공학 논문지, 14(11), pp.11651173 (2008.11.01) 15. 이원영, 김민한, 김영황, 이인범, 유창규, 가중유출수질지표를 이용한 활성오니공정모델의 민감도 분석과 매개변수 보정, 제어⋅로봇⋅시스템공학 논문지, 14(11), pp.1174-1179 (2008.11.01) 16. 김민한, 유창규, 실규모 하수처리공정에서 동력학적 동특성에 기반한 인공지능 모델링 및 예측기법, 제어⋅로봇⋅시스템공학 논문지, 15(5), pp.554-560 (2009.5.01)

PATENTS 1.

ChangKyoo Yoo, MinHan Kim , Optimizing Method for Removal of Contaminants in Waste Water and Method for Removal of Contaminants Using the Method, Patent Nol. 102008-0070319 (2008.07.18) (유창규, 김민한, 하폐수내의 피처리물의 제거를 위 한 최적화 방법 및 이를 이용한 피처리물의 제거방법, 출원번호 10-20080070319, 2008.07.18)

INTERNATIONAL CONFERENCES 1. Chang Kyoo Yoo, Jin Hyun Park and In-Beum Lee, Adaptive Generic Model Control for Automatic DO Control in the activated sludge process, The Proceedings of The 8th

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APCChE Congress, The Asin pacific confederation of Chemical Engineering, pp.359-362, Seoul, Korea (1999.08.17) 2. Chang Kyoo Yoo, Jin Hyun Park and In-Beum Lee, Auto-tuning and simultaneous setpoint decision for the DO control in the coke wastewater treatment plant, Proceedings of the 3th Asian Control Conference, Asian control Conference, pp.744-749, July 5-7, Shanghai (2000.07.05) 3. C.K. Yoo, J.H. Cho, H.J. Kwak, S.K. Choi, H.D. Chun and I.B. Lee, Closed-loop identification and control for dissolved oxygen concentration in the full-scale coke wastewater treatment plant, Proceedings at 5th International IWA Symposium Systems Analysis and Computing in Water Quality Management WATERMATEX2000, IWA, pp.9.9-9.16, Gent, Belgium, September 18-20 (2000.09.18) 4. Chang Kyoo Yoo, Sang Wook Choi, Jin Hyun Park and In Beum Lee, Time series analysis and neural network classification of the secondary settler in the wastewater plant, Proceedings at 5th International IWA Symposium Systems Analysis and Computing in Water Quality Management WATERMATEX2000, IWA, pp.9.9-9.16, Gent, Belgium, September 18-20 (2000.09.18) 5. SangWook Choi, ChangKyoo Yoo, In-Beum Lee, ‘Real-Time Process Monitoring Using Dissimilarity through PCA, Proceedings of 2rd Cross Straits Symposium on Materials, Energy and Environmental Sciences, pp.85, Pusan National University, Korea, November 2-3, 2000, Outstanding Paper Award in CSS2 6. Sang Wook Choi, Chang Kyoo Yoo, byung-Hwan Cho and In-Beum Lee, Air Pollution Monitoring at a Power Plant using MLP via ARX model, Proceedings at the first AEARU Environmental Workshop, pp.171-180, Hong Kong University of Science and Technology, Hong Kong, January 9-10 (2001.01.10) 7. C.K.Yoo, S.W. Choi and I. Lee, Disturbance Detection and Isolation in the Activated Sludge Process, The Preprint of 1st IWA Conference on Instrumentation, Control and Automation(ICA 2001), pp.333-340, Lund University, Malmö, Sweden, June 3-7 (2001.06.04) 8. ChangKyoo Yoo, Jin Hyun Park and In-Beum Lee, Nonlinear model-based control in the biological wastewater treatment system, DYCOPTS-6 (6TH IFAC Symposium on Dynamics and Control of Process System), IFAC, pp.724-728, Jeju, Korea, June 3-6 (2001.06.05) 9. Sang Wook Choi, ChangKyoo Yoo and In-Beum Lee, Generic detection and isolation of process events in WWTP, 4th IFAC workshop on on-line fault detection and supervision in the chemical process industries, 135-139, Jeju, Korea, June 7-8 (2001.06.07) 10. ChangKyoo Yoo, SangWook Choi, YoonHo Bang and In-Beum Lee, Soft sensor and model-based DO control in the biological wastewater treatment process, IFAC Workshop on Modeling and Control in Environmental Issues, pp.307-312, Yokohama, Japan, August 22-23 (2001.08.22) 11. YoonHo Bang, ChangKyoo Yoo and In-Beum Lee, An enhanced prediction model for the emission of air pollutants, IFAC Workshop on Modeling and Control in Environmental Issues, pp.73-78, Yokohama, Japan, August 22-23 (2001.08.22) 12. C.K.Yoo and I. Lee, Wastewater quality modeling by hybrid GA-Fuzzy model, ASIAN WATERQUAL 2001(First IWA Asia pacific regional conference), pp.107-112, Fukuoka, Japan, September 12-15 (2001.09.13) 13. C.K.Yoo, S.W. Choi and I. Lee, Monitoring algorithm in the biological wastewater treatment system, 6th world congress of chemical engineering, pp.2409, Melbourne, Australia, September 23-27 (2001.09.25) 14. Yoon Ho Bang, ChangKyoo Yoo, Sang Wook Choi and In-Beum Lee, Nonlinear PLS Monitoring Applied to An Wastewater Treatment Process, Abstract Book of International Conference on Control, Automation and Systems, Institute of Control, Automation and Systems(ICCAS 2001), pp.102, Oct. 17~20, Jeju, Korea (2001.10.19) 15. Yoon Ho Bang, ChangKyoo Yoo, In-Beum Lee, ‘Nonlinear PLS monitoring applied to an environmental wastewater treatment system’, Proceedings of 3rd Cross Straits Symposium

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on Materials, Energy and Environmental Sciences, pp.102, Nov. 15~16, 2001, Pohang, Korea, 2001, Outstanding Paper Award in CSS3 ChangKyoo Yoo and In-Beum Lee, Enhanced Statistical Process Monitoring in the Full Scale Wastewater Treatment Plant, pp.160-161, IWA 3rd World Water Congress, Melbourne, Australia, April 7-12 (2002.04.11) Jong-Min Lee, ChangKyoo Yoo and In-Beum Lee, New Monitoring Technique with ICA Algorithm in Wastewater Treatment Process, pp.290-291, IWA 3rd World Water Congress, Melbourne, Australia, April 7-12 (2002.04.11) Yangdong Pan, ChangKyoo Yoo, Jay H. Lee and In-Beum Lee, Process Monitoring for Continuous Process with Cycling Operation, pp.3882-3887, Proceeding of American Control Conference 2002 (Invited Session in Control of Batch and Periodic Process, Alaska, USA, May 8-10 (2002.05.10) ChangKyoo Yoo, Ho Kyung Lee and In-Beum Lee, Comparisons of Process Identification Methods and Supervisory DO Control in the Coke Wastewater Treatment Plant, pp.57-58, Book of abstracts of International Federation of Automatic Control 15th IFAC World Congress, Barcelona, Spain, July 21-26 (2002.07.22) Jong-Min Lee, ChangKyoo Yoo and In-Beum Lee, On-line Batch Monitoring based on Multiway ICA, AIChE 2002 Annual Meeting, American Institute of Chemical Engineers, November 3 – 8, Indianapolis, Indiana, (2002.11.07) Sang Wook Choi, Chang Kyoo Yoo, In-Beum Lee, Adaptive Modeling and Classification for NOx Emissions in a Power Plant, NOx Emissions & Source Monitoring Conference, pp.8-17, ISA (2003.02.19) J.-M. Lee, C. K. Yoo and I.-B. Lee, Batch Process Monitoring Using Multiway Kernel Principal Component Analysis, U.S.-Korea Conference on Science, Technology, and Entrepreneurship, Caltech, USA, pp.61-62, Aug. 2003.08.10 Jong-Min Lee, ChangKyoo Yoo and In-Beum Lee, Efficient Fault Detection using Multivariate Exponentially Weighted Moving Average and Independent Component Analysis, The 8th international symposium of process system engineering (PSE2003), Kunming, China, January 5-10, 2004 pp.916-921 Elsevier (2004.01.09). Lee J.-M., Yoo C.K., Lee I.-B. and Vanrolleghem P.A., Multivariate statistical monitoring of nonlinear biological processes using kernel PCA, Proceedings 9th IFAC Conference on Computer Applications in Biotechnology (CAB9). Nancy, France, March 28-31, 2004 Yoo C.K., Lee J.-M., Lee I.-B. and Vanrolleghem P.A., Dynamic monitoring system for full-scale wastewater treatment plants, Proceedings AutMoNet 2004 conference, pp.173180,Vienna, Austria. April 19-20, 2004 Yoo C.K. and Vanrolleghem P.A., Online Nonlinear Process Monitoring of a Pilot-scale Sequencing Batch Reactor, The 5th International Symposium on Advanced Environmental Monitoring, pp.17, Seoul, Korea, April 28-31, 2004 Yoo C.K. and Vanrolleghem P.A., Multivariate analysis and monitoring of sequencing batch reactor using multiway independent component analysis, Proceedings 14th European Symposium on Computer Aided Process Engineering (ESCAPE14), pp.859-864, Lisbon, Portugal, May 16-19, 2004, Young Researchers (Marie Curie Programme) in ESCAPE14. Yoo C.K. and Vanrolleghem P.A., Interpreting patterns and analysis of acute leukemia gene expression data by multivariate statistical analysis, Proceedings 14th European Symposium on Computer Aided Process Engineering (ESCAPE14), pp.1165-1170, Lisbon, Portugal, May 16-19, 2004, Young Researchers (Marie Curie Programme) in ESCAPE14. Yoo C.K., Villez, K., Lee J.-M., Lee I.-B. and Vanrolleghem P.A., Nonlinear multivariate statistical monitoring of a sequencing batch reactor (SBR), IWA symposium on Symposium Systems Analysis and Computing in Water Quality Management (Watermatex2004), pp.233-243, Beijing, China, November 3-5 2004 Kris Villez, Christian Rosén, Stijn Van Hulle, Chang Kyoo Yoo and Peter A.Vanrolleghem, 14

CV – ChangKyoo Yoo

On-line dynamic monitoring of the SHARON process for sustainable nitrogen from wastewater, Proceedings 15th European Symposium on Computer Aided Process Engineering (ESCAPE 15), pp.1591-1596, Barcellona, Spain, June 1-5, 2005 31. C.K. Yoo, K. Villez, I. Lee, S. Van Hulle and P.A. Vanrolleghem, Sensor validation and reconciliation for a partial nitrification process, The 2nd IWA conference on instrumentation, control and automation for water and wastewater treatment and transport systems (ICA2005), pp.767-776, Pusan, Korea, May 29-June 2, 2005 32. K. Villez, C. Rosén, E. Volcke, C. K. Yoo and P. A. Vanrolleghem, PLS-based supervisory control of the Single Reactor High Activity Ammonia Removal Over Nitrite (SHARON) Process, The 2nd IWA conference on instrumentation, control and automation for water and wastewater treatment and transport systems (ICA2005), pp.895-903, Pusan, Korea, May 29-June 2, 2005 33. ChangKyoo Yoo, Peter A. Vanrolleghem, In-Beum Lee, Application of a Non-Gaussian Batch Monitoring to a Biological Treatment Process, Proceedings of the 2nd International Symposium on Advanced Control of Industrial Processes, pp.370-374, Seoul, Korea, August 23, 2005 34. Min-Young Lee, Chang Kyoo Yoo, Chang-Kyu Lee, and In-Beum Lee, General framework of gene selection and classification of microarray gene expression data using supervised information, BIOINFO2005, International Joint Conference of InCoB, AASBi and KSBI, pp. 467-467, Pusan, Korea, September 22-24, 2005 35. C. K. Yoo, Y. H. Kim, J. M. Oh, I. B. Lee, Hybrid Fuzzy Modeling of Wastewater Quality with Artificial Intelligent Learning, Abstracts of IWA World Water Congress and Exhibition, , pp.224-224, Beijing, China (2006.09.11). 36. Taeyeong Lee, ChangKyoo Yoo, In-Beum Lee, Robust Optimization of Water Reuse Network for a Batch Process, 4th IWA specialist conference on efficient use and management of urban water supply (Efficient 2007), pp.1377-1379, Jeju, Korea (2007.05.22) 37. ChangKyoo Yoo, On-Line Predictive Monitoring and Prediction for Periodic Process Through Multiway Non-Gaussain Modeling, PSE ASIA2007, pp.383-385, Xi’an, China (2007.08.15) 38. Yeonghwang Kim, ChangKyoo Yoo, In-Beum Lee, Iterative Learning Control of DO controller for external carbon addition finding, PSE ASIA2007, pp.60-61, Xi’an, China (2007.08.15) 39. HyunJoo Kim, ChangKyoo Yoo, In-Beum Lee, Agent-Based Modeling of Water Reusing Network in Eco-Industrial Park, PSE ASIA2007, pp.256-259, Xi’an, China (2007.08.15) 40. ChangKyoo Yoo, Optimization of Water-Reusing Network in an Eco-Industrial Park Complex (EIP) Using Water Pinch Technology, The 14 Asian Symposium on Ecotechnology(ASET14), International Association of Ecotechnology Research, pp.155155, KyungHee Univ., Suwon, Korea (2007.10.06) (*Invited talk) 41. Kim Hyunjoo, ChangKyoo Yoo, In-Beum Lee, Designing Eco-Friendly Water Reusing System Using Agent-Based Modeling Method, The 14 Asian Symposium on Ecotechnology(ASET14), International Association of Ecotechnology Research, pp. 221221, KyungHee Univ., Suwon, Korea (2007.10.06) 42. ChangKyoo Yoo, A SMART sensor and process monitoring based on enhanced sensor reliability for sustainable operation, International Conference on Control, Automation and Systems(ICCAS2007), pp.116-116, Institute of Control, Robotics, and Systems, Seoul, Korea (2007.10.18) 43. Hyunjoo Kim, Jun-hyung Ryu, ChangKyoo Yoo and In-Beum Lee, ADOPTING AGENTBASED MODELING METHOD FOR INTEGRATED ENVIRONMENTAL MANAGEMENT OF INDUSTRIAL SECTOR, Proceedings Foundations of ComputerAided Process Operations (FOCAPO 2008), pp.225-228, Cambridge, Massachusetts, USA, (2008.06.30) 44. Min Han Kim, S. Renganathan, A. Anand Prabu, M. Dharmendira Kumar and Chang Kyoo Yoo, Optimization of process parameters for the bioaccumulation of reactive red dye using 15

CV – ChangKyoo Yoo

fermentation technique, Renewable energy2008, pp.330-330, Busan, Korea (2008.10.14) 45. YongSoo Kim, In-Won Kim, Jo-Chun Kim, ChangKyoo Yoo, Real-time multivariate monitoring and diagnosis of air pollutants in a subway station, International conference on control, automation and systems, pp. 2610-2615, COEX, Seoul, Korea (2008.10.16) 46. MinHan Kim, ChangKyoo Yoo, A Systematic Process Optimization Method for Advanced Environmental Process, International conference on control, automation and systems, pp.2604-2609, COEX, Seoul, Korea (2008.10.16) 47. Won-Young Lee, MinHan Kim, ChangKyoo Yoo, The Model Calibration Protocol for Parameter Estimation of Activated Sludge Model, International conference on control, automation and systems, pp. 2616-2621, COEX, Seoul, Korea (2008.10.16) 48. YongSoo Kim, ChangKyoo Yoo, TMS-based Integrated Monitoring of Indoor Air Quality in a Subway Station, The 15 Asian Symposium on Ecotechnology(ASET15), International Association of Ecotechnology Research, pp.69-69, Kanazawa, Japan (2008.10.19) (*Invited talk)

DOMESTIC CONFERENCES 1. 고대호, 유창규, 문일 이상조업을 이용한 회분공정의 동적생산계획 모델, 한국화학공학회 1998 년 봄 학술대회 초록집, vol. 4 (1), pp.393, 1998.4.28 2. 유창규, 곽희진, 성수환, 이인범, 이차 시간 지연 모델의 매개변수 추정법, 한국화학공학회 1999 년 봄 학술대회 초록집, Vol.5(1), pp.501-504, 1999.04.23 3. 조지훈, 유창규, 김동순, 이인범, 실험실 폐수처리 장비 자동화, 한국화학공학회 1999 년 가을 학술대회 초록집, Vol.5(2), pp.2493-2496, 1999.10.22 4. 최상욱, 유창규, 이인범, SOx emission monitoring in the internal power plant of a still mill by a neural network classifier, 대한환경공학회 2000 년도 춘계학술연구발표회 논문집, vol. 2, pp.7-10, 2000.05.12 5. 최상욱, 유창규, 이인범, 개선된 Dissimilarity 를 통한 실시간 공정 패턴의 변화 감시, 한국화학공학회 2000 년 가을 학술대회 초록집, Vol.6(2), pp.2845-2848, 2000.10.21 6. 방윤호, 유창규, 이인범, Fuzzy model 을 적용한 Nonlinear PLS algorithm, 한국화학공학회 2001 년 봄 학술대회 초록집, Vol.7(1), , pp.1633-1636, 2001.04.27 7. 박대식, 김용환, 송봉근, 류정용, 이인범, 유창규, 석유화학공정에서 Water Pinch 기법을 이용한 용수재이용망 최적 설계 및 적용, 한국청정기술학회 2002 년 추계 학술발표회, pp.287-291, 2002.09.26 8. 이종민, 유창규, 이인범, 독립요소분석을 이용한 통계 공정 모니터링, 화 한국화학공학회 2002 년 가을 학술대회 초록집, Vol.8(2), pp.2909-2912, 2002.11.01 9. 박대식, 김용환, 류정용, 송봉근, 이인범, 유창규, 전산모사를 이용한 석유화학공정의 용수재이용 최적화, 대한 환경공학회 2002 추계학술연구발표회, Vol.1, pp.369-370, 2002.10.25 10. 이종민, 이인범, 유창규, Batch process monitoring using MPCA based on variable-wise unfolding and time varying score covariance, 한국화학공학회 2003 년 가을 학술대회 초록집, pp.28, 2003.10.24 11. 유창규, Peter A. Vanrolleghem, 이인범, Multivariate monitoring, control and optimization for a sustainable biological treatment operation, 한국화학공학회 2004 년 가을 학술대회 초록집, pp.305, 2004.10.30 12. 유창규, Peter A. Vanrolleghem, 이인범, 생물학적 폐수처리 공정의 지속 가능한

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운전을 위한 모델링, 모니터링, 제어 및 최적화의 체계적 통합 기술, 대한환경공학회 2004 년 가을 학술대회 초록집, pp.55-58, 2004.11.05 13. 유창규, 이인범, 물환경 시스템공학, 대한화학공학회 2005 년 봄 학술대회 초록집, pp.46 , 2005.4.23 (*Invited) 14. 이민영, 유창규, 이창규, 이인범, Supervised framework of gene selection and multiclass classification for high-dimensional biology, 한국 화학공학회 2005 년 가을 학술대회 초록집, pp.53-53, 2005.10.21 15. 유창규, Krist Gernaey, 이민영, Peter Vanrolleghem, 이인범, Molecular classification of microarray gene expression data using machine learning algorithms, 한국 화학공학회 2005 년 가을 학술대회 초록집, pp.59-59, 2005.10.21 16. 유창규, Peter A. Vanrolleghem, 이인범, 확률배치모델에 기반한 연속회분식반응기의 공정분석과 상세 모니터링 기법, 한국 화학공학회 2005 년 가을 학술대회 초록집, pp.138-138, 2005.10.21 17. 유창규, 이태영, 이인범, 문정기, 전희동, 워터핀치 기술동향 및 용수교환망 설계, 한국 화학공학회 2005 년 가을 학술대회 초록집, pp.55-55, 2005.10.21 18. 유창규, Kris Villez, Stijn Van Hulle, Peter A. Vanrolleghem, 이인범, 폐수처리공정의 고급제어를 위한 센서이상 감지 및 보정 기법, 한국 화학공학회 2005 년 가을 학술대회 초록집, pp.55-55, 2005.10.21 19. Kris V., Christian R., 유창규, 이인범, Peter A. Vanrolleghem, 생물공정에서 부분최소자승법 기반 관리 제어 기법, 한국 화학공학회 2005 년 가을 학술대회 초록집, pp.55-55, 2005.10.21 20. 유창규, 이인범, 폐수처리장의 용존산소농도제어를 위한 공정인식방법 비교 및 관리제어, 대한환경공학회 2005 년 가을 학술대회 초록집, pp. 925-932, 2005.11.03 21. 유창규, 이인범, 생물학적 공정에서 주요변수의 소프트 센서 및 용존산소농도의 모델기반 적응제어 , 대한환경공학회 2005 년 가을 학술대회 초록집, pp.933-940, 2005.11.03 22. K. Villez, C. Rosén, E. Volcke, 유창규, P. A. Vanrolleghem, SHARON 공정에서 데이터 모델링 기반 관리 제어 기법, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.941-947, 2005.11.03 23. 유창규, Kris V., Stijn S., Peter Vanrolleghem, 이인범, 강건한 센서 이상 진단과 데이터 보정 기반 유지가능 모니터링 시스템, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.948-957, 2005.11.03 24. 유창규, 허순기, 신지나, 박영준, 유남호, 전희동, 이인범, 생태산업단지의 사례연구 및 구축 전략, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.956972, 2005.11.03 (2005 추계학술논문상) 25. 유창규, 이인범, 수질모델링을 위한 인공지능기반 혼합퍼지모델링, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.973-980, 2005.11.03 26. 유창규, 이태영, 이인범, 문정기, 전희동, 이인범, 산업체의 용수 및 폐수 최소화를 위한 Water pinch 기술동향 및 사례연구, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.981-990, 2005.11.03 27. 유창규, P. A. Vanrolleghem, 이인범, 회분식 생물학적 폐수처리장의 통합운전을 위한 운전 진단 및 모니터링 시스템, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.991-997, 2005.11.03 28. 유창규, 이인범, 현장규모 폐수처리장 운전을 위한 모델링, 다차원 해석 및 공정 모니터링 시스템, 대한환경공학회 2005 년 가을 학술대회 초록집, pp.9981004, 2005.11.03 29. 김영황, 유창규, 이인범, 연속회분식 반응기의 최적질소처리를 위한 IDP 와

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모델기반 최적화, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp.279-279, 2006.4.20 30. 유창규, 이인범, 비선형 생물학적 폐수처리공정 감시를 위한 다차원 필터링 및 바이오 모니터링, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp. 280-280, 2006.4.20 31. 유창규, 이인범, 실규모 폐수처리장의 고도처리 최적화를 위한 활성슬러지모델 보정 방법, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp. 281-281, 2006.4.20 32. 유창규, Peter Vanrolleghem, 이인범, A novel process monitoring system based on enhanced sensor reliability for sustainable operation of Sharon reactor, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp.281-281, 2006.4.20 33. 이태영, 유창규, 이인범, 용수 공급의 불확실성을 고려한 회분식 공정의 용수네트워크 설계, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp.214-214, 2006.4.21 34. 정재학, 소원섭, 유창규, 박진수, 서민교, 김민수, 이선희, GA 를 이용해 makespan 에 영향을 미치는 요소를 파악하는 S/W 개발, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp.217-217, 2006.4.21 35. 유창규, 이인범, Mapping Multi-Class Cancer to Latent Space and Output Prediction Through High-Dimensional Computational Biology, 한국 화학공학회 2006 년 봄 학술대회 초록집, pp.218-218, 2006.4.20 36. 유창규, 이태영, 이승준, 이인범, 산업체의 용수 및 폐수 최소화를 위한 용수재이용 네트워크 설계 및 워터핀치 기술 동향, 한국 화학공학회 2006 년 봄 학술대회 초록집(생태산업단지 워크샵), pp.9-14, 2006.4.21 (Invited) 37. 김영황, 유창규, 이인범, SBR 에서 반복동적프로그래밍을 이용한 모델기반 질소최적화연구, 대한환경공학회 2006 년 봄 학술대회 초록집, pp. 793-800, 2006.4.28 38. 이승준, 유창규, 최상교, 문정기, 전희동, 이인범, 물질흐름 분석 방법의 생태산업단지 모델링에의 응용, 대한환경공학회 2006 년 봄 학술대회 초록집, pp. 1238-1243, 2006.4.28 39. 유창규, 이인범, 폐수처리공정 운전을 비선형 예측, 이상진단 및 공정모니터링의 통합 시스템, 대한환경공학회 2006 년 봄 학술대회 초록집, pp. 807-814, 2006.4.28 40. 유창규, Peter Vanrolleghem, 이인범, 연속회분식반응기의 베이시안 통계기법에 기초한 공정분석과 상세 모니터링 기법, 대한환경공학회 2006 년 봄 학술대회 초록집, pp. 609-615, 2006.4.28 (2006 춘계학술논문상) 41. 김영황, 유창규, 이인범, Re-optimization of nitrogen removal in SBR using iterative dynamic programming, 2006 년도 한국청정공학회 학술발표회, 연세대학교, pp. 14-143, 2006.05.19 42. 유창규, 문정기, 전희동, 이인범, 워터핀치기술을 이용한 산업단지내 기업간 용수재이용 최적화, 2006 년도 한국청정공학회 학술발표회, 연세대학교, pp.5457, 2006.05.19 43. 유창규, 이인범, 현장규모의 하폐수처리장의 공정 인식, 모니터링 및 관리제어, 한국화학공학회 2006 년 가을학술대회, 고려대학교, pp. 230-230 (20061027). 44. 유창규, 이인범, 폐수처리장의 고차원 분석을 통한 생태학적 해석, 데이터 분석 및 모니터링, 한국화학공학회 2006 년 가을학술대회, 고려대학교, pp. 229-229 (20061027). 45. 유창규, 이승준, 이인범, 최상교, 전희동, 물질흐름분석을 통한 생태산업단지의 모델링, 한국화학공학회 2006 년 가을학술대회, 고려대학교, pp. 206-206

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(20061027). 46. 이태영, 이인범, 유창규, Robust Water Network Optimization for Batch Processes, 한국화학공학회 2006 년 가을학술대회, 고려대학교, pp. 231-231 (20061027). 47. 김영황, 유창규, 이인범, DO Control and External Carbon Addition Finding of SBR with Iterative Learning Control, 한국화학공학회 2006 년 가을학술대회, 고려대학교, pp. 230-230 (20061027). 48. 유창규, 이인범, 하폐수처리장의 공정인식, 모니터링 및 관리제어 기술, 대한환경공학회 2006 년 추계학술연구발표회, 강릉대학교, pp. 925-932 (20061102). 49. 유창규, 이태영, 이인범, 청정생산을 위한 산업체의 용수 및 폐수 최소화의 수자원관리기술, 대한환경공학회 2006 년도 추계학술연구발표회, 강릉대학교, pp. 933-940 (20061102). 50. 유창규, 문정기, 전희동, 이인범, 워터핀치 기술을 이용한 산업단지내 기업간 용수 재이용망 최적화, 대한환경공학회 2006 년도 추계학술연구발표회, 강릉대학교, pp. 941-950 (20061102) 51. 유창규, 생물학적 공정을 위한 비선형 공정모니터링과 품질예측모델링, 한국화학공학회 2007 년 춘계학술대회, 울산 롯데호텔, pp. 100-100 (2007.04.20) 52. 김현주, 유창규, 이인범, ABM 기법을 이용한 EIP 내 용수 재이용 네트워크 모델링, 2007 년 춘계 환경공동학술대회, 부산 BEXCO, pp. 1568-1572 (2007.05.02) 53. 김민한, 유창규, ASM 모델을 이용한 4 가지 생물학적 폐수처리공정의 처리효율 및 경제성 평가, 한국화학공학회 2007 년 추계학술대회, 대전 한국과학기술원, pp.218 -218, (2007.10.27) 54. 이원영, 김민한, 유창규, 김영황, 이인범, 활성오니공정모델(ASM1)의 주요변수의 민감도분석과 weighted effluent quality index 기반 매개변수 추정, 대한상하수도학회 한국물환경학회 2007 년 공동 추계학술발표회 논문집, 킨텍스, pp.1017-1021, (2007.11.21) 55. 유창규, B.Ushayanan, 김현주, 김영황, 이인범, Data Analysis and Ecological Mapping in An Industrial Plant, 한국화학공학회 2008 년도 봄 학술대회, 제주 ICC, pp.127, (2008.4.23-25) 56. S.Renganathan, B.Udhayanan, M.Dharmendira Kumar, A.Anand Prabu, 유창규, 반응성 염료 제거 공정의 공정 최적화, 한국화학공학회 2008 년도 봄 학술대회, 제주 ICC, pp.127, (2008.4.23-25) 57. 이원영, 김민한, 유창규, 활성오니공정모델의 표준화된 매개변수 보정 프로토콜 개발, 한국화학공학회 2008 년도 봄 학술대회, 제주 ICC, pp.127, (2008.4.2325) 58. 김민한, 유창규, 반응표면분석기법을 이용한 A2O 공정 최적화, 한국화학공학회 2008 년도 봄 학술대회, 제주 ICC, pp.132, (2008.4.23-25) 59. 김민한, 유창규, 실규모 하수처리공정에서 동력학적 동특성에 기반한 인공지능 모델링 기법, Control, Automation, System Symposium 2008(CASS2008) pp.75-79, (2008.10.14) 60. 유창규, 김인원, 김조천, Nonlinear sensor validation and reconstruction for air quality control and management, 한국화학공학회 2008 년 추계 학술대회, pp.120 (2008.10.23-24) 61. 김용수, 유창규, Time-related air quality monitoring of 9 pollutants in a subway

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system, 한국화학공학회 2008 년 추계 학술대회, pp.120 (2008.10.23-24) 62. 김민한, 김용수, 유창규, 고도처리처리공정 최적화에서 다변량 통계 방법의 유용성 검증, 한국화학공학회 2008 년 추계 학술대회, pp.132 (2008.10.23-24) 63. 김용수, 김인원, 김조천, 유창규, 지하역사의 실시간 다변량 모니터링 및 오염물질 상태 분석 연구, 대한환경공학회 2008 년 추계학술대회, pp. 255-261 (2008.11.6) 64. 임정진, 김민한, 유창규, 실규모 하수처리장에서의 활성슬러지모델의 매개변수 최적화 연구, 대한환경공학회 2008 년 추계학술대회, pp. 549-555 (2008.11.7) 65. 김민정, 김민한, 김용수, 유창규, 대규모 하수처리장의 ASM 모델의 동력학적 매개변수와 유출수 모델링과의 다변량 통계 분석, 대한상하수도학회 및 한국물환경학회 2008 년 공동추계 학술발표회, pp.844-845 (2008.11.13) 66. 박슬바센나, 김민한, 유창규, 실규모 하수처리장에서의 활성슬러지모델의 매개변수 최적화 연구, 대한상하수도학회 및 한국물환경학회 2008 년 공동추계 학술발표회, pp.852-853 (2008.11.13) 67. Min Han Kim, Young-Soo Kim and ChangKyoo Yoo, Data-Driven Modeling using NN and MPCA 물환경학회 2009 년 춘계학술대회, pp.115-116(2009.04.17) 68. Young Soo Kim, Min-Han Kim and ChangKyoo Yoo, New Statistical Framework for Sensible Parameter Subset Selection and Optimal Parameter Estimation of the ASM Model, 물환경학회 2009 년 춘계학술대회, pp. 129130(2009.04.17) 69. ChangKyoo Yoo, Tao Jiang, Min-Han Kim and Young-Soo Kim, 수력학적 모델을 통한 MBR 의 fouling 현상과 에너지를 고려한 운전최적화, 한국화학공학회 2009 년 춘계학술대회, pp. 114(2009.4.23) 70. Min Han Kim, Young-Soo Kim and ChangKyoo Yoo, 생물공정에서 민감도 분석에 기반한 신경망 모델 구조 설정 방법론, 한국화학공학회 2009 년 춘계학술대회, pp. 114(2009.04.23) 71. Young Soo Kim, Seo-Jin Kim, In-Won Kim, Jae-Sik Jeon and ChangKyoo Yoo, 주성분분석을 이용한지하역사내 스크린 도어 설치 전후의 공기질 변화 분석, 한국화학공학회 2009 년 춘계학술대회, pp. 114(2009.04.23) 72. Chun Ho Jeon, Yoo-Jin Chun, Su-Hwan Sung, Chang-Kyoo Lee, ChangKyoo Yoo and Dae-Ryuk Yang, 다층-피드포워드-신경회로망을 위한 새로운 감독자 학습 방법 개발, 한국화학공학회 2009 년 춘계학술대회, pp. 116(2009.04.23) 73. Young Soo Kim, Min-Jung Kim, Jae-Sik Jeon and ChangKyoo Yoo, Time-related air quality analysis and diagnosis via k-means clustering in a subway system, 한국화학공학회 2009 년 춘계학술대회, pp. 119(2009.04.23) 74. R. Tamilarasan, A. Anand Prabu, M. Raajenthiren, M. Dharmendira Kumar, Min-Han Kim and ChangKyoo Yoo, Determination and Correlation of Molar Excess Enthapies of Ethyl Acetate + Benzene Mixtures containing Dissolved Inorganic Salts at 303.15K, 한국화학공학회 2009 년 춘계학술대회, pp. 123(2009.04.23) 75. Seo Jin Kim, Ho-Sung Kang, Eun-Hyung Lee, Young-Soo Kim, ChangKyoo Yoo, Jae-Sik Jeon and In-Won Kim, 단변량 분석을 통한 지하철 승강장 공기오염 정도와 PSD 설치 효과에 관한 연구, 한국화학공학회 2009 년 춘계학술대회, pp. 124(2009.04.23) 76. Min Han Kim, Su-Hwan Sung and ChangKyoo Yoo, 실규모 처리장에서 Recurrent Neural Network 을 이용한 품질변수 예측 모델링, 한국화학공학회 2009 년

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CV – ChangKyoo Yoo

춘계학술대회, pp. 124(2009.04.23) 77. Min Jung Kim, Young-Soo Kim, In-Won Kim, Jae-Sik Jeon and ChangKyoo Yoo, 계보적 군집분석(Hierarchical clustering)을 통한 지하역사의 공기질 분석, 한국화학공학회 2009 년 춘계학술대회, pp. 125(2009.04.23)

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