- “Development of Predictive Maintenance Framework and Meta Digital Twin-based Edge using Smart Train Control and Monitoring System
”,
National Research Foundation of Korea
(NRF), Ministry of Science and ICT,
PI : Hyunsoo Lee , 03/2021~02/2025, $400,000
- “Civil-Military ICT Convergence Technology for Smart IoT Platform
”,
National Research Foundation of Korea
(NRF), Ministry of Education, Korea Government,
Co-PIs : Hyunsoo Lee , 06/2018~05/2024, $3,000,000
- “Technology Consulting on Dynamic Energy Storage System Control Mechanism using Deep Reinforcement Learning
”,
KEPCO E&C,
PI : Hyunsoo Lee , 04/2023~12/2023, $20,000
- “Technology Consulting on Digital Twin of Electric Power System
”,
KEPCO E&C,
PI : Hyunsoo Lee , 05/2022~12/2022, $20,000
- “Technology Consulting on Energy Storage System Control Mechanism using Deep Reinforcement Learning
”,
KEPCO E&C,
PI : Hyunsoo Lee , 03/2022~12/2022, $20,000
- “Technology Consulting on Renewable/ Grid-based Hydrogen Production Energy Management System (EMS) Operation and On-site Hydrogen Bus Recharging Station Management
”,
KEPCO E&C,
PI : Hyunsoo Lee , 06/2022~11/2022, $18,000
- “Test and Analysis of Vibration-based Train Running Safety Diagnosis and Prediction Framework
”,
Korea Railroad Research Institute,
PI : Hyunsoo Lee , 04/2022~10/2022, $40,000
- "Development of Ultra Accurate Surface Quality Management System for Cold Rolled Steel Process
”,
Ministry of SMEs and Startups,
PI : Hyunsoo Lee , 09/2021~07/2022, $30,000
- "Train Vibration-based Running Safety Diagnosis and Prediction Framework
”,
Korea Railroad Research Institute (KRRI),
PI : Hyunsoo Lee , 04/2021~11/2021, $50,000
- "Technology Consulting on Big Data Platform for Efficiet Process Planning of Energy Plant
",
KEPCO E&C,
PI : Hyunsoo Lee , 04/2021~11/2021, $6,600
- “Consulting on Deep Learning-based Priscriptive Maintenance Framework and Algorithm using PSD Data
”,
Korea Railroad Research Institute (KRRI),
PI : Hyunsoo Lee , 02/2021~10/2021, $5,000
- “Development of Cyber-Physical System using Stochastic Network based Process Control and Augmented Reality
”,
National Research Foundation of Korea
(NRF), Ministry of Education, Korea Government,
PI : Hyunsoo Lee , 06/2018~05/2021, $150,000
- “Technology Consulting on Deep Reinforcement Learning Framework for Building Energy Management System (BEMS)
”,
KEPCO E&C
, PI: Hyunsoo Lee , 06/2020~12/2020, $6,000
- “Analysis of Artificial Intelligence Frameworks for Running Safety Assessment of Railway Vehicle
”,
Korea Railroad Research Institute , PI: Hyunsoo Lee , 07/2020~11/2020, $5,000
- “Technology Consulting on Big Data Platform for Efficient Process Planning
”,
KEPCO E&C
, PI: Hyunsoo Lee , 07/2020~11/2020, $7,000
- “Algorithm Analysis of Predictive Maintenance for Platform Screen Door
”,
Korea Railroad Research Institute ,
PI: Hyunsoo Lee, 02/2020~06/2020, $3,000
- “Cultivation
of Creative Design Engineer for Building Design Eco-System” , Brain
Korea 21 Plus (BK21+),Ministry
of Education, Korea Government, Brain
Korea 21 Plus (BK21+),sub-PI : Hyunsoo Lee and KIT IE Professors, 09/2013~08/2020, $3,800,000
- “Consulting on Machine Learning and Artificial Intelligence for Building Energy Management System (BEMS)
”
KEPCO E&C ,
PI : Hyunsoo Lee, 07/2019~12/2019, $18,000
- “Research and Development of Artificial Intelligence for Data Mining in Train Control Management System
”,
Korea Reailroad Research Institute ,
PI : Hyunsoo Lee, 04/2019~11/2019, $30,000
- “Consulting on Development of Big Data for Optimal Processing Planning
”,
KEPCO E&C
,
PI : Hyunsoo Lee, 04/2019~11/2019, $15,000
- “Consulting on Requirements Investigation for Predictive Maintenance of Platform Screen Door
”,
Korea Reailroad Research Institute,
PI : Hyunsoo Lee, 04/2019~07/2019, $4,000
- “System Design and Consulting for Transitions to Smart Factory
”, Chilgok-goon, PI : Hyunsoo lee, 04/2018~11/2018, $5,000
- “Development and Operation of Smart Factory System Considering Korea Industries
”,
Ministry
of Science, ICT and Future Planning, Korea Government,
PI : Hyunsoo Lee , 06/2016~05/2018, $300,000
- “Development of Embedded System for Lower Body Exercise Equipment
”, Small and Medium Business Administration,PI : Hyunsoo Lee, 05/2017~03/2018, $40,000
- “Development
of Air Control Value integrating 3/2 Way Solenoid Valve for Ship Engin
”, Small and Medium Business Administration,
PI : Hyunsoo Lee, 12/2016~11/2017, $100,000
- “Development
of Multi-Functional and High Precision Indexing Machine for High-Speed & Low-Noise Torque Converter
”, Small and Medium Business Administration,
PI : Hyunsoo Lee, 11/2016~10/2017, $100,000
- “Technology Consulting on Operators and Safety Console Design of the third and forth Sinhanul Nuclear Power Plant
”, Kepco-enc, Co.,PI : Woochang Cha, 05/2017~08/2017, $30,000
- “Development
of Mobile Full-direction Camera Module ”, Ministry
of Trade, Industry and Energy, Korea Government,Co-PI : Hyunsoo Lee, 08/2015~07/2017, $300,000
- “Development
of High-Speed& Low-Noise Torque Converter based on High Precision Indexing ”, Chilgok-goon, PI : Hyunsoo Lee, 05/2016~11/2016, $30,000
- “The Sleeping Coaching System Development using UWB Radar
”, Korea Industrial Complex Cooperation,
Co-PIs : Hyunsoo Lee, 12/2015~11/2016, $20,000
- “Development
of Control Driver for Medical Hand Piece with Rotation and Torque Compensation Functionalities
”, Small and Medium Business Administration,
PI : Hyunsoo Lee, 11/2015~11/2016, $100,000
- “Development
of Baker/Bow-Leg Rehabilitating Instrument with Mobile Fusion Controlled Air Suspension ”, Ministry of Trade, Industry and Energey, Korea,
PI : Hyunsoo Lee, 09/2015~08/2016, $300,000
- “Development
of Effective Bonding Material and Discoloration Process Establishment for CPC based Eco-friendly Polymer Substance
”, Small and Medium Business Administration,
PI : Hyunsoo Lee, 09/2015~08/2016, $100,000
- “Development
of Multi-Axes Robot Simulator and Controller for Implementing
Smart Factory”, Korea
Foundation for the Advancement of Science and Creativity, Korea Government,
PI : Hyunsoo Lee, 06/2015~11/2015, $10,000
- “Efficient
Regular Scheduling for Military Logistics considering Peace
and Wartime Period”, National
Defense University,
PI : Moongul Lee and Hyunsoo Lee, 10/2014~12/2014, $20,000
- “Human
Error Zero Evaluation and Control System”, Korea
Management Association Consultants,
PI : Hyunsoo Lee, 04/2014~11/2014, $60,000
- “Consulting
on Manufacturing Process Modeling and Analysis using Big Data
and Meta Data”, Small
and Medium Business Administration,
PI : Hyunsoo Lee, 05/2014~08/2014, $10,000
- “Detection
and Analysis of Ceramic's Nano-scale Crack”, Samsung
Electronics,
PIs : Jonghwan Lee and Hyunsoo Lee, 02/2014~06/2014, $60,000
- “Process
Modeling and Consulting on New Product Development for Intelligent
Device”, Small
and Medium Business Administration, Korea Government,
PI : Hyunsoo Lee, 06/2013~08/2013, $10,000
- “Cooling
System using Thermoelectric Diode and Phase Change Material”, Ministry
of Knowledge and Economy, Korea Government,
PI : Sungho Jang, Sub-PI: Hyunsoo Lee, 11/2012~10/2013, $200,000
- “Strategic
KPI and Process Modelling of Supply Chain Management System
for Middle and Small Size Companies”, Kumi
City,
PI : Hyunsoo Lee, 03/2012~08/2012, $15,000
- “Research
Investigation for Supporting Globalization of Solar Industries
in Economic Region ”, Leading
Industry Development for Economic Region,
PIs : Sungho Jang, Taesung Kim, Jonghwan Lee and Hyunsoo Lee, 04/2012~05/2012, $30,000
- “Consulting
on Management Assessment for Supply Chain Management Processes
and Manufacturing Execution Systems”, Samsung
Fiberoptics,
PIs : Taesung Kim, Jonghwan Lee and Hyunsoo Lee, 10/2011~02/2012, $130,000
- “Improving
Texas Rural Community Healthcare Through HIT Implementation”, Texas
A&M Health Science Center,
PIs : Janine Edwards, Kathy Mechler and Amarnath Banerjee, 09/2007~03/2009, $1,700,000
- “Generating
a Stochastic Optimal Schedule from Historical Data for Efficient
Management of Railroad Maintenance Activities”, Association
of American Railroads,
PIs : Amarnath Banerjee, 09/2007~03/2009, $300,000
- “Modeling and Control of Epidemic Network Model using Deep Reinforcement Learning
”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 05/2019~04/2020, $7,000
- “Process Optimization Framework of Smart Factory using Generative Adversary Network and Cloud System
”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 05/2018~04/2019, $7,000
- “Uncertainty Modeling Framework of Cyber Physical System in Smart Factory
”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 05/2017~04/2018, $5,000
- “Development and Control of Virtual Intelligence Based Simulation Lifecycle Management Framework
”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 05/2016~04/2017, $5,000
- “Numerical Analysis of Engineering Mathematics using MATLAB
”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 07/2016~12/2016, $5,000
- “Nonlinear
Framework and Control of Multi-functionary Sensor System Supporting
ICBMS based Services”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 05/2015~04/2016, $10,000
- “Development
of Embedded System based Digital Manufacturing”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 07/2015~12/2015, $5,000
- “Computer
Aided Design and Advanced Modeling”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 08/2014~02/2015, $5,000
- “Computer
Aided Design Theory and Practice for 3D Printing”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 07/2014~12/2014, $6,000
- “Nonlinear
and Multiobjective Mapping Framework in Intelligent Modules
with Uncertainties”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 05/2014~03/2015, $7,000
- “System
Programming”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 09/2013~02/2014, $4,000
- “Production
Management Information System”, Kumoh
National Institute of Technology,
PI : Taesung Kim and Hyunsoo Lee, 08/2013~02/2014, $5,000
- “Intelligent
Simulation Lifecycle Management Framework using Meta Model and
Adaptive Control”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 10/2012~09/2013, $10,000
- “Android
Programming and Mobile UX Design”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 09/2012~01/2013, $5,000
- “Ontology
Extraction for Knowledge Embedded in Large Scale Virtual Environment”, Kumoh
National Institute of Technology,
PI : Hyunsoo Lee, 09/2011~09/2012, $10,000
- “Consulting
on Investment Portfolio Strategy of University Fund”, Kumoh
National Institute of Technology,
PIs : Taesung Kim and Hyunsoo Lee, 02/2012~03/2012, $5,000