01 · International Journals

SCI(E) Journal Articles

  1. 2026

    Real-time fall detection in indoor environments using FMCW radar and lightweight ensemble CNN on edge devices

    Oh, J.-H., Park, Y.-J., Kim, S.-I., Kim, J.-H., Lee, J.-Y., Shankar, Y., Kim, E.-J. · Sensors, 26(19), 6189 · doi:10.3390/s26196189

  2. 2026

    Hybrid modeling-based reinforcement learning for boiler control in data-scarce buildings using a simulation-informed digital twin

    Oh, J.-H., Park, S.-H., Kim, E.-J. · Journal of Building Engineering, 120, 115449 · doi:10.1016/j.jobe.2026.115449

  3. 2026

    Determining optimal thermal energy storage charging temperature for cooling using integrated building and coil modeling

    Oh, J.-H., Kim, S.-I., Kim, E.-J. · Applied Thermal Engineering · 2026 · doi:10.1016/j.applthermaleng.2026.131521

  4. 2025

    Integrated optimization of load and heat exchanger models for improved building energy prediction

    Oh, J.-H., Kim, S.-I., Kim, E.-J. · Applied Thermal Engineering, 281, 128686 · doi:10.1016/j.applthermaleng.2025.128686

  5. 2025

    Set-point temperature representation in a resistance–capacitance network model to predict both heating rates and room temperatures

    Kim, S.-I., Oh, J.-H., Kim, E.-J. · Applied Thermal Engineering, 278, 127228 · doi:10.1016/j.applthermaleng.2025.127228

  6. 2024

    Hybrid modeling based on integrating simulation and operational data to improve indoor air temperature predictions, a controlled variable in digital twin models

    Oh, J.-H., Sfarra, S., Kim, E.-J. · Energy and Buildings, 324, 114898 · doi:10.1016/j.enbuild.2024.114898

  7. 2023

    Component model calibration using typical AHU data for improved prediction of daily heat source energy consumption

    Oh, J.-H., Park, S.-H., Kim, E.-J. · Journal of Building Engineering, 76, 107376 · doi:10.1016/j.jobe.2023.107376

02 · Domestic Journals

KCI Journal Articles

  1. 2026

    A case study on applying an HVAC diagnosis framework using BEMS data

    Oh, J.-H., Kim, S.-I., Kim, E.-J. · Korean Journal of Air-Conditioning and Refrigeration Engineering (SAREK), 38(2), 96–107 · in Korean

    BEMS 데이터를 이용한 HVAC 진단 프레임워크의 적용 사례 연구

  2. 2023

    Development of a grey-box building load model using TRNSYS components

    Oh, J.-H., Son, Y.-I., Kim, E.-J. · Society of Air-Conditioning and Refrigerating Engineers of Korea (SAREK), Aug. 2023 · in Korean

    TRNSYS 컴포넌트를 활용한 Grey-box 건물부하 모델 개발

  3. 2019

    Development of a design program for building heating and cooling hydronic systems and evaluation of its practical applicability

    Oh, J.-H., Kim, E.-J., Jang, M.-K., Kim, S.-M. · Korean Institute of Architectural Sustainable Environment and Building Systems (KIAEBS), Feb. 2019 · in Korean

    건물 냉난방 수배관시스템 설계 프로그램의 개발 및 실무활용가능성 평가

  4. 2015

    Application of a solar chimney system to improve the thermal environment of buildings in winter

    Oh, J.-H., Kim, E.-J., Lee, H.-S., Suh, S.-J. · Korean Solar Energy Society (KSES), Oct. 2015 · in Korean

    겨울철 건물 열환경 개선을 위한 태양굴뚝 시스템의 응용

03 · Patents

Patents

  1. 2024

    Fault diagnosis method for HVAC systems and apparatus using the same

    Korean Patent No. 10-2723317 · Registered 2024.10.24

  2. 2019

    Apparatus and method for building energy performance prediction simulation

    Korean Patent No. 10-2028861 · Registered 2019.09.27