VISION & VISION & Graduate School of Automotive Engineering Graduate School of Automotive Engineering ORGANIZATION ORGANIZATION

VISION Leading Institution for Automotive Engineering Education/Research MESSAGE FROM DEAN

In 1998, the Graduate School of Automotive En- Since the inception of GSAEK, our school has gineering, Kookmin University was established as made significant contributions to educating ad- the only government-accredited graduate school vanced technologies for the automotive indus- specializing in automotive engineering, in recog- tries. We have made relentless efforts to develop External Education R&D Collaboration nition of its unparalleled capabilities for conduct- new curriculums covering the state-of-the-art ing advanced education and R&D in the field of automotive technologies and we have actively Both fundamental and Domestic and Education tailored automotive engineering. Currently, 17 full-time involved in incubating and conducting numerous up-to-date automotive global networking in to industry needs professors are serving the graduate school with industry and government sponsored research technologies education & research their extensive expertise and experiences out- projects. Recently, our school is focusing more numbering any other graduate schools in the field and more on the promotion of global collabo- of automotive engineering in Korea. Our research ration with foreign institutes in both education activities cover the full spectrum of automotive and research. We have established academic ex- engineering areas including engine, chassis, body, change programs with universities in US, China, electronics, eco-friendly powertrains and future Japan, Canada, Vietnam and more. Not only that, transportation systems and more. Every year, we are also conducting cooperative research pro- ORGANIZATION Graduate School of Automotive Engineering about 100 graduate students are actively pursu- grams with universities and companies in many ing their advanced degrees in our school and the countries including US, China, Germany, Nether- GSAEK alumni - 72 Ph.D.s and 693 M.S.’s, as of lands, and Australia. We will continue to dedicate 2018 - are playing important roles in leading in- ourselves to further advancement of automotive dustries and institutions as well. For their techni- technologies using our excellent human resourc- Graduate School Automotive Technology cal excellences and highly regarded work ethics, es, comprehensive facilities, and teaching and re- Operating Committee Research Center many members from our school are greatly rec- search capabilities. ognized and appreciated by their peers and col- leagues within the societies, accordingly. Graduate School of Automotive Engineering Education and Automotive Engineering Scholarship Center Education Center Dean MAJORS

Automotive Engineering Automobile IT Convergence

gsaek.kookmin.ac.kr 2 | 3 LABORATORY CURRICULUM Graduate School of Automotive Engineering Graduate School of Automotive Engineering FACILITIES

AUTONOMOUS VEHICLES Vehicle Body Structural Design Special Topics in EV & Its VCUI

Computer Aided Vehicle Design Special Topics in EV & Its VCUII

Special Topics in Vehicle Body Design Electrical Storage Systems for PHEV/EV

Vehicle Vibration Electric Motor Theory and Application

Vehicle Dynamics Automotive Power Electronics

Special Topics in Vehicle Chassis Design Motor Control

Advanced Mechatronics FEM in Automotive Engineering

Robotics Light Weight Materials Forming Analysis

Advanced Mathematics Theory of Plasticity

Advanced Internal Combustion Engine Carbon Composite Parts Design Theory

STEERING HILS DRIVING MOTOR New Energy Vehicles Noise and Vibration Control (Hardware In-the Loop Simulation) SIMULATOR DYNAMOMETER Intake & Exhaust Systems Random Data

Digital Signal Processing Sound Quality and Its Application

Control Theory in Automotive Engineering Vehicles Control Theory and Application Major Modeling and Simulation Automated Driving HMI (Human-machine Interaction) Elective Courses Advanced Artificial Intelligence and Machine Learning Introduction to Vehicle Driver Modeling

Deep Learning Automotive Human Factors Engineering

Advanced Deep Learning and IT Convergence Cyber-physical Systems

IPG Automotive GmbHision Powertrain System Dynamics Real-time Embedded Systems

Powertrain Tribology In-vehicle Computing Systems ENGINE DYNAMOMETER SEMI-ANECHOIC CHAMBER Power Transfer Controls in Automotive Powertrain Advanced Transportation Engineering

Study in Powertrain System Automotive Big Data System

Electrified Powertrain Design Autonomous Driving Recognition and Decision

Engineering Acoustics Vehicle Air Pollution

Advanced Hybrid and Electric Vehicle I System Engineering

Special Topics in Internal Combustion Engines Tyre Dynamics

Special Topics in Vehicle Air Pollution Vehicle System Engineering

Linear Control System Vehicle Functional Safety

Kalman Filter Application in Automotive Engineering Vehicle Safety Analysis AVL DP 240

3-AXIS ROAD SIMULATOR NVIDIA DRIVE PX 2

Selected Topics in Doctoral Thesis

Doctoral Thesis I, II

Design of Experiments

Automotive Technology Management Common Automotive Convergence Seminar I, II Elective Courses Intelligent Safety Control System

Special Topics in Intelligent Vehicle

Special Topics in Environmentally Friendly Vehicle

Corner Module Durability Tester AI Autonomous Vehicle Computing Platform Entrepreneurship

gsaek.kookmin.ac.kr 4 | 5 STUDENT STUDENT Graduate School of Automotive Engineering Graduate School of Automotive Engineering ACTIVITIES ACTIVITIES

COMPETITIONS ACADEMIC AWARDS

· The Institute of Electronics & Information Eng. Conference 2018 Paper Award by . · Autumn The Acoustical Society of Korea Conference Su-Ho Cha (Ph.D. Candidates) - Best Presentation Award.

· Spring The Korean Society for Noise & Vibration Eng. Conference Jung-Whan Jang (M.S. Candidates) - Best Presentation Award. 1 2 3

· Autumn The Acoustical Society of Korea Conference 2017 Yong-Sam Lee (M.S. Candidates) - Best Presentation Award. · ICIIot 2017 International Conference Best Paper Award / Best Paper - Automotive Power System Optimization through Vehicle Power Consumption Pattern Analysis.

4 5 6

· Spring The Acoustical Society of Korea Conference 2016 Jun-Bae Heo (M.S. Candidates) - Best Presentation Award. · Autumn The Acoustical Society of Korea Conference Chan-Ho Kim (M.S. Candidates) - Best Presentation Award.

7 8 9 · Gyeong-gi Big Data Challenge Outstanding Project - Recommendation for Installation of Smoking Booth through Big Data Analysis. 1,2 | 2017, 2018 Pangyo Autonomous Motor Show 2017, 2018 3 | International Micro Robot Maze Contest 15th Consecutive Year Participation (2013~) Top Winner / Overall Winner (2017) 4,5 | 2017 2nd Award at Autonomous Vehicle Contest hosted by Ministry of Industry 6,7 | 2017 2nd Award at Autonomous Vehicle Contest hosted by Ministry of Industry 8 | 2018 The Institute of Electronics & Information Engineers Conference Paper Award by Hyundai Motor Group 9 | 2019 International Student Car Competition, Silver Award

AWARDS

2016 2016 KARA Gymkhana Final Round, Overall 1st, 2nd 2017 KSAE Formula Overall 1st, 2nd, NVH Noise Award, Altair Design Award, Women’s Best Engineer Award 2017 Formula SAE Competition in MIS, Overall 11th, Skid 7th 2017 Shell Eco Marathon Asia, Urban-battery 4th 2018 KSAE Formula Overall 1st, 3rd, Women’s Best Engineer Award 2018 The Institute of Electronics & Information Engineers Conference Paper Award by Hyundai Motor Group 2018 Formula SAE Competition in MIS, Overall 20th, ACC 3rd, FEV Powertrain Design Award 2nd 2018 Shell Eco Marathon Asia, Urban-battery 5th 2019 KSAE Formula Overall 1st, 2nd, Dassault Systems 3D Experience Champion, Women’s Best Engineer Award 2019 Formula SAE Competition in MIS, Overall 35th, Design Event 8th 2019 Shell Eco Marathon Asia, Urban-battery 7th

gsaek.kookmin.ac.kr 6 | 7 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · University of Iowa, Mechanical Eng., Ph.D. · Technical University of Aachen in Germany. (IKA in RWTH Aachen): · Seoul National University, Mechanical Design, M.S. Dr.-ing in Automotive Eng. (1987) · Seoul National University, Mechanical Design, B.S. · Seoul National University: M.S. in Mechanical Design. (1981) · Seoul National University: B.S. in Mechanical Design. (1979) EXPERIENCE · President, Kookmin University. (2019~Present) EXPERIENCE · Dean, College of Automotive Eng., Kookmin University. (2014~2017) Professor · Professor, Kookmin University. (1992~2019) Professor · Senior Project Engineer, General Motors Co. (1988~1992) · Dean, Graduate School of Automotive Eng., Kookmin University. Hong Jae Yim Seung-Jin Heo (2009~2011, 2014~2017) · Professor, Kookmin University. (1993~Present) RESEARCH AREAS Laboratory Laboratory · Chief Research Engineer, Headquarters of Research & Development, Korea Institute of · CAE. (Kinematics, Dynamics, NVH, Safety, Optimization) Industrial. (KITECH) (1989~1993) CAE Lab. Automotive Structure & · Automotive Structure Analysis and Design. · Senior Research Engineer, Mechanical System Res. Lab., Korea Institute of Science and Safety Labortory http://caelab.kookmin.ac.kr · Nano Micro Fabrication Equipment System Design. Technology. (KIST) (1987~1989) · Humanoid Robot Design and Simulation. http://ask.kookmin.ac.kr · Research Engineer, Institute of Automotive Eng. in Technical University of Aachen. (IKA) (1981~1987) RESEARCH ACTIVITIES · International Scientific Committee Member, International Symposium Advanced Vehicle · “Multi Disciplinary Design Optimization of Car Body Structure”, Funded by G.M.Korea. Control. (AVEC) (2000~Present) · “Nano Fabrication Equipment Development”, Funded by (2011~Present) Seoul City · Editor, International Journal of Automotive Technology. (2007~2013) Research Fund. · Chairman, Chassis & Vehicle Dynamic Division, The Korean Society of Automotive Eng. · “Bumper Design Optimization for Pedestrian Protection”, Funded by Hyundai- Motors Co. (2012~2015) · “Side Body Structure Design Optimization”, Funded by Hyundai Motors Co. · Adviser, Maneuver and Firepower Program Department, Defense Acquisition Program Administration. (2015~Present) · “Simulator for Design and Analysis of Humanoid Robot”, Samsung Electronics Co.

RESEARCH AREAS · Chassis & Body Virtual Durability Simulation. · Intelligent Vehicle Active Safety Control. · Vehicle Ride & Handling Test Evaluation. · Green Car (HEV/EV) Virtual Model Development. · Vehicle Multi-disciplinary Design Optimization.

RESEARCH ACTIVITIES · A Study on Mathematical Model for Design of System Performance based on Vehicle Dynamics. (2016~Present) · A Study on Ground Dynamics of Fighter Plane. (2016~Present) · Development of Target Cascading Process Application Tool for R&H Performance Robustness. (2017~Present) · Development of Optimization Technology for Reduction of CTBA Type Suspension System Input Load. (2017~Present) · Development of Integration Technology for Vehicle System Performance based on Virtual Durability Platform. (2017~Present)

gsaek.kookmin.ac.kr 8 | 9 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · University of Pennsylvania, Mechanical Eng. & Applied Mechanism, Ph. D. · Pennsylvania State University, Mechanical Engineering, Ph. D. · University of Cincinnati, Mechanical Eng. & Aerospace Eng., M.S. · University of Nebraska-Lincoln, Mechanical Engineering, M.S. · Sungkyunkwan University, Mechanical Eng., B.S. · Seoul National University, Mechanical Engineering, B.S.

EXPERIENCE EXPERIENCE · Professor, College of Automotive Eng., Kookmin University. (1994~Present) · Professor, College of Automotive Engineering, Kookmin University (1994 ~ Present) Professor · Dean, College of Automotive Eng., Kookmin University. (2016~2017) Professor · Dean, Graduate school of Automotive Engineering, Kookmin University (2011~2012) Jung-ha Kim · CEO, Unmanned Solution. (2007~2012) Yong-Seok Cho · President, Korean Society of Automotive Engineers (2017) · Chairman, Kookmin University. Automobile Technology Research Center. (2009~2012) · Vice President, General Affairs and Management at Kookmin University · Chairman, Kookmin Unmanned Vehicle Robot Research Center. (2008~2009) (2006 ~ 2007, 2012 ~ 2013) Laboratory · Courtesy Professor, University. of Florida, Dept. of Mechanical & Aerospace Eng. (2000~2003) Laboratory · Member, Automotive Manufacturing Defects Evaluation and Assessment Committee of Ministry of Land, Infrastructure and Transport (2013 ~ 2018) KUL, Unmanned Vehicle · Postdoc, RIST Robotics Laboratory, POSTECH. Environmentally-Friendly Research Lab. Engine Lab. · Member, Korea Auto Forum (2012 ~Present ) · Member, Strategic Committee for Automotive Component Technology Development at http://kul.kookmin.ac.kr RESEARCH AREAS http://enginelab.kookmin.ac.kr Ministry of Industry and Trade (2012 ~ 2016) · Standardization & Architecture for Autonomous Vehicle. · Autonomous Vehicle to Infrastructure System. RESEARCH AREAS · System Integration for Autonomous Vehicle. · Green car technologies · Data Processing and Management about Perception/Localization/Planning/Control. · HSDI diesel & GDI engines · Advanced Driver Assistance System. · Alternative energy vehicles · Sensor Network Technologies about Autonomous System. · Gasoline/Diesel after-treatment systems · Turbulent combustion and applications RESEARCH ACTIVITIES · Laser-based combustion analysis · Development of LAS MMS Calibration Algorithm, Funded by Hyundai MNSoft. (2018~) · Numerical analysis for heat & flow · Development of Decision Making/Control Technology of Vehicle/Driver Cooperative Autonomous Driving System (Co-pilot) based on ICT, Funded by Ministry of Knowledge & Economy. (2012~2017) RESEARCH ACTIVITIES · The Development of Low-cost Autonomous Navigation System for a Robot Vehicle in Urban · “Development of the 800 kPa Fuel System of a High Pressure Precision Control for NGV”, Environment, Funded by Ministry of Knowledge & Economy. (2010~Present) funded by Ministry of Trade, Industry and Energy (2015 ~ Present) · Autonomous Vehicle Competition, Funded by NGV. (2009~Present) · “Development of Ethanol Flex-Fuel Vehicle with Turbocharging and Direct Injection Technology”, funded by Ministry of Environment (2016 ~ Present) · Research of Unmanned Ground Vehicle, Funded by . (2008~2010) · “Development of Conversion Technology for Dual Fuel(natural gas/diesel) of Diesel Medium · Steering System Design for Autonomous Driving of Online Electric Vehicle, Duty Vehicle”, funded by KETEP (2017 ~ Present) Funded by KAIST. (2009) · “Development of Glow Plug System Technology Integral Combustion Pressure Sensor based · The Manufacture Education of Unmanned Ground Vehicle for Using GPS, Funded by KAIST. (2009) on convergence technology”, funded by Ministry of Trade, Industry and Energy (2015 ~ 2017) · The Research of Intelligent Planning Algorithm for Unmanned Ground Vehicle in Terrain, · “Experimental Study of Combustion Characteristic with Various Ethanol-Gasoline Blends for Funded by Agency for Defense Development. (2007~2009) Flex-Fuel Vehicles(FFVs)”, funded by (2015 ~ 2016)

gsaek.kookmin.ac.kr 10 | 11 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · Cornell University, Mechanical & Aerospace Eng., Ph.D. · Seoul National University, Mechanical Design & Production Eng., Ph.D. (1993) · Cornell University, Mechanical & Aerospace Eng., M.S. · Seoul National University, Mechanical Design & Production Eng., M.S. (1988) · Seoul National University, Mechanical Design & Production Eng., B.S. · Seoul National University, Mechanical Design & Production Eng., B.S. (1986)

EXPERIENCE EXPERIENCE · Dean, Graduate School of Automotive Eng., Kookmin University. (2018~Present) · Kookmin University, Professor. (1996~Present) · Dean, College of Automotive Eng., Kookmin University. (2018~Present) Professor Professor · Institute for Advanced Eng., Senior Researcher. (1996) · Dean, Graduate School of , Kookmin University. (2018~Present) · Sindo Ricoh Co., Senior Researcher. (1993~1995) Kihong Park · Council Member & Korea Delegate, FISITA. (2012~2016) Sang Hun Lee · Carnegie Mellon University, Visiting Scholar. (2011~2012) · Director, Industry 4.0 Leading University Project (Autonomous Vehicle), · Society for Computational Design & Eng., President. (2018) Ministry of Education. (2018~2019) Laboratory Laboratory · Director, Creative Korea CK-II Project (Vehicle-SW-Design Convergence), Intelligent Vehicle Intelligence and Ministry of Education. (2016~2019) RESEARCH AREAS Design Lab. Interaction Lab. · Artificial Intelligence (AI) for Autonomous Vehicles. · Editor, International Journal of Automotive Technology. (2014~2019) http://control.kookmin.ac.kr ii.kookmin.ac.kr · Human-centered Intelligent or Autonomous Vehicles. · Postdoctoral Associate, Department of Computer Science, University of Minnesota. (2014~2015) · Deep Learning & Machine Learning Applications to ADAS & Autonomous Vehicles. RESEARCH AREAS · Human-Machine Interaction (HMI) & Human-vehicle Interaction. (HVI) · Integrated Chassis Control System (Brake, Steering, Suspension) · Naturalistic Driving Study. (NDS) · Advanced Driver Assistance System. · Computer-aided Design & Manufacturing. (CAD/CAM) · Autonomous Vehicle and Connected Vehicle. · Validation and Verification of Vehicle Safety. (ISO 26262, SOTIF) RESEARCH ACTIVITIES · Detection of Surrounding Vehicles Using Deep Neural Network & Fusion of Panoramic RESEARCH ACTIVITIES Camera & LIDAR Sensor, Ministry of Education. (2019~Present) · Collaboration Lab, Hyundai Motor Co. (Steer-by-Wire System) (2015~Present) · Development of Deep Learning based Driver Intent Inference System on Highways, NRF. · Collaboration Lab, Hyundai Motor Co. (Test & Validation of Autonomous Vehicles) (2017~Present) (2019~Present) · Defensive Driving System using Machine Learning Technique, Ministry of Education. (2016) · 2nd Prize, Autonomous Vehicle Competition, Ministry of Industry. (2017) · Automatic Design & Optimization of Cooling Channels in Hot Stamping Dies, · Finalist, Autonomous Vehicle Competition, Hyundai Motor Co. (2017, 2019) Kia Motors. (2016~Present) · Truck Platooning with V2X Communication, Ministry of Transportation. (2018~Present) · Virtual Verification of Automotive Welding Jig Models, Ministry of Education. (2016~2017) · Fail Safety Validation for Autonomous Vehicles, Ministry of Transportation. (2016~2019) · Virtual Design & Training System by Digital Human Modeling, NRF. (2013~2016) · Fail Safety Validation for Autonomous Vehicles in Urban Driving, Ministry of Transportation. · Virtual Design & Test Framework for Sports Product Development based on Integrated (2019~Present) Product & Human Body, NRF. (2013~2016) · Preview Chassis Control Logic Design, Ministry of Industry. (2016~Present) · Human-Automation Interaction Design for Adaptive Cruise Control Systems of Ground Vehicles, Sensors. (2015) · Fail Operation Technologies for Autonomous Vehicle, Ministry of Industry. (2016~Present) · Design & Verification of Driver Interfaces for Adaptive Cruise Control Systems, Journal of · LIDAR Signal Processing for Autonomous Vehicle, Ministry of Industry. (2016~Present) Mechanical Science & Technology. (2015) · Design of EV Dynamics Model and HILS Validation, Hyundai Motor Co. (2019~Present) · Discomfort Evaluation of Truck Ingress/Egress Motions based on Biomechanical Analysis, · Control Logic Design for Fully Active Suspension System for Ride Comfort, Sensors. (2015) Hyundai Motor Co. (2017~2018) · Simultaneous & Incremental Feature-based Multiresolution Modeling with Feature · Longitudinal Control Logic Design for Truck Platooning, Hyundai Motor Co. (2017~2018) Operation in Part Design, Computer-aided Design. (2012) · Lateral Control Logic Design for Truck Platooning, Hyundai Motor Co. (2018~2019) · Q-complex: Efficient Non-manifold Boundary Representation with Inclusion Topology, · Improving Functional Safety of Autonomous Vehicles for SOTIF, Hyundai Motor Co. Computer-aided Design. (2012) (2017~2019) · Robust Controller Design for Active Suspension System for R&H, Hyundai Motor Co. (2017~2018) · Consulting for Hyundai N High Performance Vehicle, Hyundai Motor Co. (2018) · Haptic Control System for Tele-operated Vehicles, Hanhwa Systems. (2018~2019) gsaek.kookmin.ac.kr 12 | 13 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · Rensselaer Polytechnic Institute, Ph.D. (Tribo-control & Powertrain Design) (1995) · Purdue University, Mechanical Eng., Ph.D. · Seoul National University, Mechanical Design, M.S. (1988) · Seoul National University, Mechanical Design & Production Eng., M.S. · Seoul National University, Mechanical Design, B.S. (1986) · Seoul National University, Mechanical Design & Production Eng., B.S.

EXPERIENCE EXPERIENCE · MIT, Post-doctoral Research Associate. (1995~1997) · Professor, Kookmin University. (1998~Present) Professor · KIST, Robot & Fluid Power Research Center. (1990~1991) Professor · University of Florida, Visiting Scholar. (2006~2007) Si Youl Jang · Daewoo Heavy Industries, Ltd. Central Research Center. (1988~1990) Hyung-Seok Kook · Ray W. Herrick Laboratories, Post-Doctoral Research Associate/ Visiting Scholar. (1997~1998)

RESEARCH AREAS RESEARCH AREAS Laboratory · Intelligent Electrified Transmission Design. (Automatic TM, CVT, DCT, DHT Design & Control) Laboratory · Researches on NVH Test & Evaluation Procedures. PowerTrain Design & · Hybrid Power Transfer System in Automobile. NVH & Sound Design Lab. · Simulation and Synthesis of Wind, Road Noises. (NVH Simulator) Tribo-Cotrol Lab. · Sealing System for Fuel Cell Stacking System. http://nvh.kookmin.ac.kr · Control of Noise and Vibration. powertrain.kookmin.ac.kr · Electrified Powertrain Dynamics and Tribo-system Control. · Sunroof Active Noise Control. · Clutch Torque Transfer Control in Automobile System. (Hyundai Collaborative Research Center) · Development of New NVH Measurement & Test Methods. · Design of Arrays of Microphones for Acoustic Beamforming. RESEARCH ACTIVITY · Visualizations of Sound Field Using an Array of Microphones. · Frictional Torque Characteristics on the Slip-porous Boundary of Wet Friction Pad. (NRF) · Lubricated Contact Characteristics of Engineered 3D Tribo-contact Surfaces. (NRF) RESEARCH ACTIVITY · Boundary-Elastohydro Dynamic Lubrication System. · “Development of Fundamental Technologies for Balancing Vehicle Interior Noise of Green (Korea-Czech Republic, Int.-collaboration Research) Cars”, Funded by Hyundai-Kia Motors. (2014~2017) · Elastohydro Dynamic Lubrication System in Automobile Powertrain. · “Development of a Panel Neck Inspection Technique based on Vibration Measurement”, (Korea-Univ. of Leeds UK, Int.-collaboration Research) Funded by Hyundai-Kia Motors. (2016~2017) · Anti-shudder Lock-up Clutch Design in High Performance Torque Converter. · “Development of Wind Noise Evaluation Process Considering Turbulent Winds on Roads”, (Valeo-KAPEC, Co.) Funded by Hyundai-Kia Motors. (2010~2011) · Continuously Variable Transmission Design. (Hyundai Dymos-powertec, Co.) · “Sunroof Active Noise Control Technique” Funded by Hyundai-Kia Motors. (2008~2009) · Wet Type Dual Clutch Transmission (DCT) Development. (Hyundai Dymos-powertec, Co.) · H.-S. Kook, S.-H. Park, J. Cho, and K.-D. lh, “Development of an Active Deflector System for · Torque Converter Development in High-stage Automatic Transmission System. Sunroof Buffeting Noise Control,” Journal of Vibration and Control Vol20 No16, 2521-2529. (Valeo-KAPEC, Co.) (2014) · Optimized Lubrication Circuit Design in Powertrain System. (Hyundai Motors Co.) · H.-S. Kook, S.-H. Park, & K.-D. lh, “Spectral Decomposition of a Turbulence-excited · Main-Shaft System Design in DCT. (Hyundai Motors, Co.) Vibroacoustic System,” Journal of Sound and Vibration Vol 332, 1388-1404. (2013) · Piston Ring Design for High Fuel Efficiency. (Hyundai Motors, Co.) · H.-S. Kook, D.Lee, and K.-D. lh, ”Vehicle Interior Noise Model based on a Power Law”, International Journal of Automotive Technology Vol12 No5, 777-785. (2011) · Mutigrade Lubricant Design for Fuel Efficiency in Powertrain System. (GS-caltex, Co.) · Sealing System for Fuel Cell Stacking System. (Hyundai Motors, Co.) · Clutch Torque Transfer Control in Electricfied Automobile System. (Hyundai Collaborative Research Center) · Analysis of Residual Layer Thickness of Resin in an Imprinting Process using a Soft Mold, Electronic Materials Letters. · Temperature Developments during UV Imprinting Process, J. of Nanoscie. & Nanotech. · Fast Cure Kinetics of a UV-curable Resin for UV Nano-imprint lithography: Phenomenological Model Determination based on Differential Photocalorimetry Results, Thermochimica Acta-cone Ring Transmission Design, Korea Patent. · Friction Pad of Wet Clutch Pack System for Reducing Drag Torque, Korea Patent. · Wet Single Clutch Engagement Behaviors in DCT System, IJAT.

gsaek.kookmin.ac.kr 14 | 15 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · Waseda University, Mechanical Eng., Ph.D. · University of California Berkeley, Mechanical Eng., Ph.D. (2001~2006) · Kookmin University, Mechanical Eng., M.S. · Seoul National University, Naval Architecture and Ocean Eng., M.S. (1999~2001) · Kookmin University, Mechanical Eng., B.S. · Seoul National University, Naval Architecture and Ocean Eng., B.S. (1993~1999)

EXPERIENCE CAREER · Kookmin University, Professor. (2005.3) · Professor, Automotive Eng., Kookmin University. (2010~Present) Professor · National Traffic Safety and Enviroment Lab. Research Fellow. (2003~2005) Professor · Visiting Scholar, University of California Berkeley. (2016) · Waseda University, Teaching Assistant. (2000~2002) · Senior Research Scientist in Center for Cognitive Robotics, Korea Institute of Science & Seang-Wock Lee Yeonsik Kang Technology. (KIST) (2007~2010) RESEARCH AREAS · Postdoctoral Researcher in Center for Collaborative Control of Unmanned Vehicles in Laboratory · Thermal Dynamics. Laboratory University of California Berkeley. (2006~2007) Green Power Lab. · Spray & Combustion Visualization. Vehicle Intelligence · Internal Combustion Engine & Alternative Fuel Engine. RESEARCH AREAS http://greenpower.ac.kr Laboratory · PM & NOx emission After-treatment System. (LNT, SCR, DPF) · Autonomous Driving. Phone : +82-2-910-4819 http://vilab.kookmin.ac.kr · Advanced Driver Assistance System. · Unmaned Aerial Vehicle Reciprocating Engine & Gas Turbine Engine. Phone : +82-2-910-4671 · Automotive Radar Tracking Algorithm. RESEARCH ACTIVITIES · Nonlinear Model Predictive Control. · Nondestructive Measurement of DPF Failure Using CR X-ray Imaging Technique, · Probabilistic Data Association Filter. Funded by Ministry of Environment. (2018~2019) · Multiple Sensor Fusion. · SCR System Maintenance & Operation for Heavy-duty Diesel Engine, Funded by Ministry of Environment ’Auto Oil Program’ (2016~2017) RESEARCH ACTIVITIES · Balance Shaft Module Development for 3-Cylinder Engine, Funded by Ministry of Trade, · 2018 International Student Automated Driving Competition, Ministry of Trade, Industry & Energy. (2015~2017) Industry and Energy. · Development of Selective Catalytic Reduction (SCR) System for Heavy-Duty Vehicles, · “Drift Control Strategy for High Performance Autonomous Vehicles Using Learning-based Funded by Ministry of Environment. (2016~2017) Techniques”, National Science Foundation. (2018~2021) · Development of SCR algorithms for Clean Diesel Engines, Funded by Ministry of Trade, · “Automotive Ride and Handling Performance Evaluation Method Considering Driver Seat”, Industry & Energy. (2011~2016) Hyundai NGV. (2017~2018) · Gasoline Downsizing Technology, Funded by Ministry of Trade, Industry & Energy. · “Development of Multiple Target Tracking Algorithm for 77GHz Automotive Forward Looking (2010~2015) Radar”, Hyundai Autron. (2015, 2017) · “Signal Processing Algorithms for Automotive Radar Sensors”, LG Innotec. (2015~2016) · “Autonomous Vehicle Control Method based on Expert Data Analysis at the Limit of Handling & Braking” National Science Foundation. (2015~2018)

[After-Treatment System for Diesel Engine]

Diesel Spray [Data Driven Model Predictive Control Architecture] [Autonomous Vehicle Experimental Platform]

UAV Turbo-charger Combustion [Visualization of Fuel Spray & Combustion] [UAV Diesel Engine with Turbo-charger] gsaek.kookmin.ac.kr 16 | 17 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · The Ohio State University, Mechanical Eng., Ph.D. · Hanyang University Automotive Eng., Ph.D. · The Ohio State University, Mechanical Eng., M.S. · Hanyang University Electric Eng., M.S. · Seoul National University, Mechanical Eng., B.S. · Hanyang University Electric Eng., B.S.

EXPERIENCE EXPERIENCE · Full Professor, Kookmin University. (2010~Present) · Kookmin Univ. Automotive Eng., Dept. (2011~) Professor · Adjunct Professor, The Ohio State University. (2003~2010) Professor · Gyeongnam Provincial College. (2002~2011) Woongchul Choi · Lead Researcher, IFCT, Inc. (1993~2010) Geun-Ho Lee · LG Industrial Systems Co. Senior Engineer. (1944~2002) RESEARCH AREAS RESEARCH AREAS Laboratory · System Integration for xEV Applications. Laboratory · AC Motor Control. (IPMSM, Induction Motor) xEV Systems Lab. · Evaluation and Prediction of Battery Performance and Durability Characteristics. Electric Motor Control Lab. · Power Electronics. (Inverter H/W Design) http://xev.kookmin.ac.kr · Energy Storage Modeling for Predictive Durability Analysis. http://motor.kookmin.ac.kr · Motor Driver S/W. · Smart E-bus with Battery Swapping Technology. · DSP Application. · Battery Thermal Management System. · Motor Control for Hybrid Vehicle & Electric Vehicle. · SOC Measurement Technique with Impedance Tracking Algorithm. RESEARCH ACTIVITIES RESEARCH ACTIVITIES · Advance Development of Noise Reduction Control Logic of Electric Engine Oil Pump. · “System Level Benefit Analysis based on the Cell Level Thermal Management System (2018~2019, HMC) Utilizing Graphite based New Material, SKC. (2017~2018) · Development of One Shunt Vector Control Algorithm. (2018, lginnotek) · “Renovation of Used 1-Ton Truck Equipped with Bi-Directional OBC to Function as an · Development of IPMSM Drive Logic. (2017, Hyundai Autron) ESS for Microgrid System”, Starion. (2017~2018) · Development of Inverter-driven Super Premium Synchronous Reluctance Motor. · “Research to Analyze the Effects of Current Flow Improvement Device to a Li-Ion Battery (2016~2018, MOTIE/KETI) Cells”, MSS. (2017~2018) · Development of 48V Power-based 800W EPS Motor Module Parts. (2015~2018, MOTIE/WOORY) · ”Smart e-bus Project (Battery Swappable Electric Bus with Quick Top Pick-up (QTP) Module · Development of 80kW-winding Synchronous Electric Motor System for Electric Power & Quick Change Module)“, Funded by Ministry of Land, Transport and Maritime Affairs. Vehicles. (2015~2018, MOTIE/mcsys) (2010~2013) · Developmnet of Algorithm and Software for Engine Power Generation, Power Control · ”Bi-directional Quasi Z Source Inverter for EV Traction Applications”, Joint R&D Project with System for LV148. (2014~2017, MSS/egtronics) the Ohio State University. (2011~2012) · “A Mini-scale Eco-system Modeling Consisting of a (1) EV, (2) a Residential Electric Load Profile, (3) a Wind Turbine, (4) Photovoltaic Panels, (5) Batteries for Residential Applications”, Joint R&D Project with the Ohio State University. (2010~2012) · “A Proof-of-concept Vehicle Implementation with a Hybrid Power Management System Integrating Solar Cells & a Battery System”, Funded by a Private Co. (2009~2010)

gsaek.kookmin.ac.kr 18 | 19 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · Seoul National University, Mechanical and Aerospace Eng., Ph.D. · KAIST, Mechanical Eng., Ph.D. (2004) · Seoul National University, Mechanical Design and Production Eng., M.S. · KAIST, Mechanical Eng., M.S. (1999) · Seoul National University, Mechanical Design and Production Eng., B.S. · KAIST, Mechanical Eng., B.S. (1997)

EXPERIENCE EXPERIENCE · Professor, Kookmin University. (2012~Present) · Associate Professor, Kookmin University. (2013~Present) Professor · Senior/Principal Researcher, Korea Institute of Industrial Technology. (2003~2012) Professor · Senior Researcher, Korea Atomic Energy Research Institute. (2008~2013) Heung-Kyu Kim · Special/Visiting Researcher, Institute of Advanced Machinery & Design, Seoul National Sung-Hwan Shin · Post Doctoral Researcher, Seikei University. (2005~2008) University. (2001~2003) · BK21 Post Doctoral Researcher, KAIST. (2004~2005)

Laboratory RESEARCH AREAS Laboratory RESEARCH AREAS Structure & Forming · Structural Analysis & Optimal Design of Automotive Components. Applied Acoustics and · Product Sound Quality, Psycho-acoustics. Design Laboratory · Design of Automotive Parts Manufacturing Process Using Lightweight Materials. Vibration Control Lab. · Noise & Vibration Control. (NVH) http://forming.kookmin.ac.kr (Carbon Composites, Light Metals, & Hot Stamping) http://a3vc.kookmin.ac.kr/ · Machinery Monitoring & Diagnostics. · Development of Advanced Finite Element Analysis Technique Using Multi-scale Material · Signal Processing, Pattern Recognition, Models. (Crystal Plasticity & Strain-gradient Models) Room Acoustics, Reproduction System.

RESEARCH ACTIVITIES · Development of Higher-order Hyperelastic Constitutive Model & Durability Analysis Technology for Reliable Prediction of Rubber Part Life, Funded by Ministry of Education. (2017~) · Development of Panel Neck Inspection Technology based on Vibration Measurement, Funded by Hyundai-kia Motors. (2016~2017) · Textured Structure Design by Structural Analysis of Architectured Material, Funded by Ministry of Science, ICT & Future Planning. (2016~) [Sound Quality Evaluation & Prediction] [Sound Design & Refinement] · Correlation Between Press Bolster Deflection & Formability, Funded by Hyundai-Kia Motors. (2015~2016) RESEARCH ACTIVITIES · Study on Influence Factors of Hot Stamping Material and Process, Funded by . · “Sound Quality of Engine Noise”, Funded by Hyundai Motor Co. (2018~2019) (2015~2016) · “Development of Signal Processing Algorithm for Diesel Engine Vibration Reduction”, · Development of Strength Analysis Method Considering Forming Effect, Funded by Hyundai Funded by Hyundai KEFICO. (2018) Mobis. (2014~2015) · “Development of Sound Field Control System for Realizing Personal Sound Zone in Vehicle · Development of Excessively Deformed Element Control Technology, Funded by Hyundai Interior”, Funded by KEIT. (2017~2020) Mobis. (2013) · “Sound Quality based Quantification Method of Vehicle Interior Noise”, Funded by Hyundai · Prediction of Mechanical Properties of Powder Metallurgy Alloys, Funded by Hyundai-Kia Motor Co. (2017~2018) Motors. (2013~2014) · “Evaluation of Transmission Loss of Lightweight and Thin Laminated Glass”, Funded by LG · Development of High-speed Molding Technology of Continuous CFRP Prepreg Composite for Chem. (2016~2018) Automobile Lightweighting, Funded by Ministry of Trade, Industry & Energy. (2014~2017) · “Statistical Technique Using Long-term Data of Wind Turbine for Correlation Analysis · Development of Finite Element Program based on Strain Gradient Crystal Plasticity for Between Condition Monitoring Signals”, Funded by KIMM. (2016) Prediction of Grain Deformation, Funded by Ministry of Education. (2013~2016) · “Sound Quality Evaluation of Excavator’s Exterior Noise”, Funded by Volvo Construction Equipment Co. Ltd. (2015~2016) · “Secured Smart Electric Vehicle Specialist Education Team, BK21+”, Funded by Ministry of Education & NRF. (2013~2020)

gsaek.kookmin.ac.kr 20 | 21 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · MIT, Aeronautics & Astronautics, PH.D. · Seoul National University, Computer Science and Eng., Ph.D. (2013) · MIT, Aeronautics & Astronautics, S.M. · Seoul National University, Computer Science and Eng., M.S. (2001) · Seoul National University, Mechanical & Aerospace Eng., B.S. · Seoul National University, Computer Science, B.S. (1999)

EXPERIENCE EXPERIENCE · Associate Professor, Kookmin University. (2016~Present) · Associate Professor, Kookmin University. (2016~Present) Professor · Assistant Professor, Kookmin University. (2013~2016) Professor · Assistant Professor, Kookmin University. (2014~2016) Ji Hyun Yang · Research Associate Professor, Naval Postgraduate School. (2011~2013) Jong-Chan Kim · Chief Research Engineer, TmaxSoft. (2002~2008) · National Research Council Fellow & Research Scientist Principal, Naval Postgraduate School. (2008~2011) RESEARCH AREAS Laboratory Laboratory · Real-time Embedded Systems. Humans and Vehicle RESEARCH AREAS Automotive Embedded · Cyber-physical Systems. Automation Laboratory · Human-Vehicle Interaction. Software Lab. · Computing Platform and Safety Architecture for Automated Driving Systems. http://huva.kookmin.ac.kr/ · Automated Driving HMI. (Human-machine Interaction) http://avees.kookmin.ac.kr · AUTOSAR Software Architecture Optimization. · Active Safety for Ground and Aerial Transportation Systems. · Multcore Software Architecture Optimization · Operator Cognition Modeling in Manned/Unmanned Systems. · ISO26262 Functional Safety Standard. · Fatigue Detection & Analysis. RESEARCH ACTIVITIES RECENT R&D ACTIVITIES · Deep Learning-based Perception and Decision for Automated Emergency Steering, Funded by Ministry of Trade, Industry and Energy. (2018.4~2021.12) · “Development of Evaluation of Automated Driving Systems for Motorway & City Road”, Funded by Ministry of Trade, Industry and Energy. (2017~2021) · Development of Safety Driving Control Technology for Platooning Trucks, Funded by Ministry of Land, Infrastructure & Transportation. (2018.4~2021.12) · “Systematic HMI Method Development for Partially Automated Vehicles for Safe Takeover based on Real and Simulated Vehicles”, Funded by National Research Foundation of Korea. · Resilient Cyber-physical Systems Research Center, Funded by Ministry of Science and ICT. (2017~2021) (2017.3~2021.12) · “Development of Evaluation Technology of Safety on Control Takeover for Autonomous · Model-based Automotive Software Architecture Optimization for Multicore ECUs, Vehicle (SAE level 2, 3)”, Funded by Ministry of Land, Infrastructure & Transport. Funded by NRF. (2017.3~2020.2) (2017~2020) · Automated Inter-core Shared Resource Protection for Highway Driving Assist System, · “Study on the Trust Threat Factors in the Automated Driving”, Funded by Hyundai Motor Co. Funded by . (2016.5~2016.12) (2018) · Semi-automated Migration of Engine Management System from Singlecore to Multicore, · “Development of R&H Performance Prediction Method Considering Human Factors” Funded Funded by Hyundai Autron. (2015.9~2016.8) by Hyundai Motor Co. (2017~2018) · “Simulation-based Operability Evaluation Method for Future Combat Vehicles, Funded by Agency for Defense Development. (2013~2018)

gsaek.kookmin.ac.kr 22 | 23 PROFESSOR PROFESSOR Graduate School of Automotive Engineering Graduate School of Automotive Engineering PROFILES PROFILES

EDUCATION EDUCATION · MIT, Electrical Eng. & Computer Science, Ph.D. · POSTECH, Electronic Electrical Eng., Ph.D. · MIT, Electrical Eng. & Computer Science, M.S. · POSTECH, Electronic Electrical Eng., M.S. · Seoul National University, Electrical Eng., B.S. · POSTECH, Electronic Electrical Eng., B.S.

EXPERIENCE EXPERIENCE · Kookmin University, Associate Professor. (2019~Present) · Assistant Professor, Kookmin University. (2019~Present) Professor · Kookmin University, Assistant Professor. (2015~2019) Professor · Senior Engineer, Samsung Research of Samsung Electronics. (2017~2019) Sejoon Lim · Oracle USA, Senior Member of Technical Staff. (2012~2015) Jin Woo Yoo · Senior Engineer, DMC Research Center of Samsung Electronics. (2015~2017) · Alticast, Software Engineer. (2002~2005) RESEARCH AREAS Laboratory RESEARCH AREAS Laboratory · Signal/Image Processing Technologies for Autonomous Driving. Intelligent Mobility Lab. · Artificial Intelligence Application to Autonomous Driving. Intelligent Vehicle Signal · Simultaneous Localization & Mapping. (SLAM) http://lim.kookmin.ac.kr · Vehicle & Mobility Big Data Analysis. Processing Lab. · Path Generation & Following for Planning. · Prediction & Recognition for Driving Environments. http://ivsp.kookmin.ac.kr/ · Practical Filtering Theories. · Intelligent Transportation Systems. · Adaptive Noise/Echo Cancellation & System/Channel Estimation.

RESEARCH ACTIVITIES RESEARCH ACTIVITIES · Development of Collision Risk Assessment Algorithm based on Artificial Intelligence, · Real-time Visual SLAM Algorithm through IMU/GPS Integration. Funded by Hyundai Autron. (2018~Present) · Lidar-based Intersection Negotiation Algorithm. · Establishment of Development Direction through Discovery of Autonomous Driving · Improved Version of Pure Pursuit Algorithm. Scenarios, Funded by Hyundai NGV. (2018~Present) · IPMSM Inductance Parameter Estimation Via Kalman Filter. · Development of Deep Learning based Future Driving Situation Prediction and Risk · Online Camber Measurement System based on Feature-based Image Stitching Technique. Assessment Technology Considering Interaction Between Cars at Cut-in, Funded by Ministry of Trade, Industry and Energy. (2017~Present) · Development of Autonomous Vehicle Control Technology based on Driving Intention Prediction using Artificial Intelligence, Funded by Ministry of Science and ICT. (2017~Present) · Deep Learning based Image Recognition Algorithm Technology Analysis, Funded by Hyundai Autron. (2017) · Research of Complexity According to Self-driving Level Mixed Situation, Funded by Hyundai NGV. (2016~2017) · Power Distribution Optimization through Study of Vehicle Power Consumption Pattern, Funded by Kyungshin Corp. (2016~2017) · Development of Vehicle Big Data based Prediction Algorithm, Funded by Hyundai Autron. (2016)

gsaek.kookmin.ac.kr 24 | 25 FULL-TIME COLLABORATION Graduate School of Automotive Engineering Graduate School of Automotive Engineering INSTRUCTOR PARTNERS PROFILES

PROFESSORS SPECIALIZING IN LECTURES

Prof. Sang Beom Lee Prof. Kangjun Lee Prof. Dongheon Lee MAJOR MAJOR MAJOR Vehicle Structural Analysis Digital Image Processing, Mechanism and Design & Optimum Design Computer Vision

PROFESSORS SPECIALIZING IN INDUSTRIAL COLLABORATION

Prof. Jae Uk Kim Prof. Kyung-Hoon Chung Prof. Hyunsoo Jang MAJOR MAJOR MAJOR Mechanical Engineering MBA (Master of Business Structural Strength Administration) Analysis & Optimal Design

Prof. Geon Soo Han Prof. Keunhaeng Kim MAJOR MAJOR Precision Mechanical Information Technology Engineering Policy Management

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