Current research interests
Building digital twinning using various AI models
Control and optimization of HVAC systems for buildings and facilities
Quantitative infrared thermography diagnosis of building envelope performance
47. 2028.01–2029.12 Development and Demonstration of Core Technologies for High-Rise ZEB Grade 3 Appartment Complexes (KAIA Grant) 고층형 ZEB 3등급 공동주택 단지 핵심기술개발 및 실증 (2단계 참여)
46. 2025.04–2029.12 Development of technology to improve the efficiency of the hydrothermal energy system in winter and to control optimal operation based on AI (KEITI Grant) 수열원 시스템 동절기 효율향상 및 AI 기반 최적 운영 제어 기술 개발
45. 2025.01–2027.06 BrainKorea21 Four (NRF Grant) 4단계 BK21 - 커넥티드 스마트시티 글로벌 융합인재양성 교육연구단
44. 2024.04–2027.02 Airflow mapping according to pressure distribution in buildings and corresponding multiphysics analysis (NRF BRL Grant) (후속과제) 건물 압력분포 기반 공기유동 Mapping과 이에 따른 Multiphysics 현상 규명
43. 2023.04–2026.12 Development of a data framework for integrating building energy datasets and applications to accelerate carbon neutrality in the building sector (KAIA Grant) 건물부문 탄소중립 가속화를 위한 건물에너지 소비 데이터 통합관리 기반기술 개발
42. 2021.03–2026.02 Development of optimal operating strategies of hybrid geothermal heat pumps and verification using a test simulator (NRF Grant) 하이브리드 지열히트펌프 최적 운전 전략 개발 및 시뮬레이터 실증
41. 2025.05–2025.11 Thermal bridge simulation and assessment for residential buildings (KCL Contract_33) 열교 시뮬레이션 용역
40. 2025.05–2025.11 Support for the 2025 Status Survey and Enhancement of Monitoring System Operations for Zero Energy Buildings (KEA/ KIAEBS Contract_32) 2025년 제로에너지건축물 실태조사 및 모니터링 운영개선 지원
39. 2025.04–2025.11 Feasibility study of incorporating elevator energy consumption into ECO2 (KEA/ KIAEBS Contract_31) 승강기 ECO2 편적용 방안 용역
38. 2025.04–2025.09 Development of RC models for energy systems in residential apartments (KICT Contract_30) 공동주택 난방시스템 RC모델링
37. 2024.12–2025.03 Development of solution for fall down detection model using machine learning and Infineon products (Collaboration Agreement based project) Infineon 모듈 적용 형 머신러닝 기반 낙상 예측 모델 개발 (MOU tarket theme)
36. 2024.07–2025.02 Contract with KEA to update renewable energy system calibration factors (KEA/SAREK Contract_29) 신재생에너지원별 보정계수 업데이트 용역
35. 2024.10–2024.11 AI-assisted energy usage pattern extraction and occupancy pattern analysis for individual units in apartment buildings (Integra D&C/KIAEBS Contract_28) 주택 세대부 대상 AI 기반 에너지 사용패턴 추출 및 재실 패턴 분석 용역
34. 2024.02–2024.08 Contract with KEA to review non-electric cooling systems installation (KEA/SAREK Contract_27) 건축물 냉방설비 및 설비 기준 재정비 연구
33. 2020.07–2024.06 Innovative Energy Remodeling Total Technologies for the Aging Public Buildings (KETEP Grant via Hanyang Univ.) 기존 공공건물 에너지 효율 진단 및 리모델링 기술개발 및 실증
32. 2023.10–2024.03 Updated energy use profiles and the impacts on ECO2 based grades (KEA/KIAEBS Contract_26) 건축물 에너지효율등급 용도프로필 변경 영향분석 협력사업
31. 2021.06–2024.02 Airflow mapping according to pressure distribution in buildings and corresponding multiphysics analysis (NRF BRL Grant) 건물 압력분포 기반 공기유동 Mapping과 이에 따른 Multiphysics 현상 규명
30. 2023.06–2024.01 Digital twinning based on simulation and operating data (Samsung C&T Contract_25) DT-에너지시뮬레이터 모듈 개발 연구용역
29. 2023.10–2024.01 Development of BEMS modules for energy supply and demand sides (ENERGYX Contract_24) 에너지엑스 BEMS 서비스 관련 태양광 발전량 예측 및 건물에너지 진단 기술 개발 용역
28. 2022.11–2024.01 U-value field tests for remodeled buildings (LH Contract_23) LH 노후 공공임대 리모델링 현장 측정
27. 2023.08–2023.12 Applications of in situ U-value evaluation methods for remodeled buildings and carbon effects (NamooTech/KSNVE Contract_22) 기축 건물 대상 효율등급 확대를 위한 대상 및 효과 분석
26. 2022.07–2022.11 A-PVT coupled ventilator performance simulation for a typical greenhouse (Daejin/KIAEBS Contract_21) A-PVT 온실적용 시 에너지절감 효과 분석
25. 2022.02–2022.12 Development of building energy simulators for the design and operations support (Samsung C&T Contract_20 via ConTech competition)
24. 2021.09–2022.11 Data augmentation for developing prediction models in BEMS (Mirae environment plan/KIAEBS Contract_19)
23. 2022.06–2022.10 Optimal control of an A-PVT combined ventilating system (Daejin/KIAEBS Contract_18)
22. 2019.05–2022.10 Development of Smart City Energy Business Service (KETEP Grant)
21. 2021.09–2022.07 Learning–based system modeling and PHM technologies (KBET/SAREK Contract_17)
20. 2021.10–2022.05 BIPVT simulation for evaluating ventilation load reduction effects (Daejin Contract_16)
19. 2019.04–2021.12 Evaluation of construction defects with windows based on the digital twin technology between thermal images and reduced numerical models (KAIA Grant)
18. 2019.05–2021.12 Development of energy-recovery ventilators equipped with air filters for fine dust removal (KETEP Grant)
17. 2021.04–2021.11 TRNSYS and IDA-ICE simulation for optimal control of a cooling combined air cleaning and ventilating system (GS E&C Contract_15)
16. 2020.05–2021.11 ECO2 algorithm upgrading: Part-hot water consumption (KEA/KIAEBS Contract_14)
15. 2021.03–2021.10 Development of a deep–learning based virtual energy simulator for a fab facility (Samsung C&T Contract_13)
14. 2016.06–2021.05 Optimal design analysis of geothermal heat pump systems for high-density city zones based on detailed modeling and simulation (NRF Grant)
13. 2020.03–2020.12 Algorithm development for real-time performance management of building service systems in apartment buildings (GS E&C Contract_12)
12. 2020.05–2020.10 Field-test for Air–quality comparison between ERV and air-cleaner (SAREK Contract_11)
11. 2020.07–2020.10 Thermography analysis of curtain-wall joints (EAN technology/KIAEBS Contract_10)
10. 2019.08–2020.06 Simulation and reduced-scale field test of a hybrid geothermal system utilizing outflowing groundwater (GS E&C Contract_9)
9. 2019.10–2019.12 Simulation anlaysis for evaluating BIPV back wall temperatures of a typical PV module (SIT/KSES Contract_8)
8. 2016.01–2019.10 Load prediction: from a building to multi buildings at a district scale using a learning algorithm (KIER Grant)
7. 2018.06–2019.05 Upgrading of hydronic piping systems in buildings (GS E&C Contract_7)
6. 2018.05–2018.12 Performance assessment guidelines and carbon incentives for zero-energy buildings (KEA Contract_6)
5. 2017.11–2018.02 Energy consumption analysis of eco-labeled buildings (Mirae environment plan/KIAEBS Contract_5)
4. 2016.12–2017.11 Model development of a hybrid air-conditioning system (GS E&C Contract_4)
3. 2016.09–2017.08 Field measurement and analysis of indoor air quality and energy savings: LG ERV-EHP-TMS system for classrooms (LG Elec./ SAREK Contract_3)
2. 2017.03–2017.04 BEMS Matlab code conversion to library (dll) modules for a web application (Sangrok INC Contract_2)
1. 2015.08–2016.06 Development of a TRNSYS-based simulation platform for sizing borehole heat exchangers (GS E&C Contract_1)
2012–2014 Urban energy modeling: Model implementation for city projects (EDF-Eifer joint Contract)
2008–2011 Modeling of ground heat exchangers: Reduction modeling and experimentation (CIFRE-French national research Grant)
2006–2007 Multi-functional heat pump system: Trnsys modeling and experimental validation (EDF-CETHIL-CETIAT Contract)
2004–2006 Building-integrated PVT system: Modeling and optimization ((former) NRF Grant)