Purpose: Developing novel technology to estimate occupant information (e.g., metabolic rate, clothing insulation) using computer vision
Project: Graduate research assistant. (2017 - 2020). Occupants-behavior-learning type smart space for elderlybased on cyber physics system. National Research Foundation of Korea
Implementation of occupant-centric building control
Keywords: Occupant-centric control; Occupant information; Building energy performance; Thermal comfort; Deep learning, Field implementation
Purpose: Developing and validating strategies to control HVAC systems based on occupant information (e.g., number of occupants, metabolic rate, clothing insulation)
Project: Graduate research assistant. (2020 - 2022). Development of smart hybrid envelope systems for zero energy buildings through holistic performance test and evaluation methods and field verifications, Korea Institute of Energy Technology Evaluation and Planning
Implementation of MRT-based air conditioner control
Keywords: Building control; Mean radiant temperature; Building energy performance; Machine learning; Co-simulation (EnergyPlus-MATLAB)
Purpose: Predicting the mean radiant temperature in Kuwait houses using machine learning techniques and controlling the rooftop package air conditioner based on the prediction
Project: Graduate research assistant. (2019 - 2021). MbAC algorithm code programming and reliability evaluation research service. Korea Conformity Laboratories
Keywords: Slim double-skin window; Smart window; Building energy performance; CFD simulation
Purpose: Analyzing the heat transfer of SDSW using CFD simulation and demonstrating the energy saving performance of SDSW through experiments
Project: Graduate research assistant. (2017 - 2018). Airflow analysis and energy performance evaluation of non-shading windows capable of natural ventilation through a cavity. Kolon Global
Development of ventilation strategies to reduce particulate matter
Keywords: Particulate matter; Pressurized ventilation; Indoor air quality; Measurement; CONTAM
Purpose: Developing and validating control strategies (e.g., pressurized ventilation) to reduce particulate matter concentrations in classrooms
Project: Graduate research assistant. (2020 - 2021). Consultation on air environment improvement according to shcool type and demonstration of customized air environment improvement plan. National Research Foundation of Korea
Search for the optimal installation location of the adsorptive material
Keywords: Adsorptive material; VOCs; Indoor air quality; CFD simulation
Purpose: Developing algorithms and programs that can quickly find the optimal installation location of adsorptive materials in residential buildings
Project: Graduate research assistant. (2017 - 2020). Developement of building technology to improve the living performance closely related with lifestyle to realize the housing welfare. Korea Agency for Infrastructure Technology Advancement
