Study on renewable energy utilization systems

• Research and Development of Renewable Energy System for Building Thermal Utilization (NEDO)

Optimization of energy systems

• Study of Demand Response based on Model Predictive Control
• HVAC Control Simulation using Spawn-of-EnergyPlus

Analysis of thermal and air environment of city and building

• Evaluation of solar energy potential for urban residential buildings based on deep learning algorithms
• Development of indoor airflow prediction method based on Deep Learning
• Study on Cryj1 content in indoor Japanese cedar pollen under different air change rates
• Estimation of initial size distribution of expiratory droplets by particle counters and evaporation model
• Study on Splash-Prevention Panel : Evaluation of Droplets and Droplet Nucleus Prevention Performance of Desk Partition by CFD Analysis
• Impact of urban form on heat index spatial and temporal distribution based on WRF-BEP/BEM
• Understanding of the dynamic and characteristics of airflow and droplets and droplet nuclei generated by coughing (Part1) Measurements of airflow velocity distribution of respiratory activities using PIV
• Understanding of the dynamic and characteristics of airflow and droplets and droplet nuclei generated by respiratory activities (Part 2) Development of cough and sneeze airflow models using numerical analysis
• Understanding of the dynamic and characteristics of airflow and droplets and droplet nuclei generated by respiratory activities (Part 3) Measurement of aerosol size distribution generated by breathing, coughing, and speaking

Modeling wind and environment of city and building

• Prediction of particle dispersion within a street canyon by coupled simulation of chemical reaction, particle dynamics, and CFD
• Advancement and application of footprint analysis in urban atmospheric turbulent dispersion fields: Development of a footprint calculation method based on associated concentrations
• Study on the estimation of urban airflow distribution using sensor networks: Optimisation of sensor placement based on QR decomposition
• Study on estimation of urban airflow distribution using sensor network:Estimation of airflow distribution in urban models using machine learning
• Study on Urban Microclimate Based on Local Objective: Analysis Data and Meteorological Observation
• Improving Accuracy of Airflow Measurement around Buildings by Machine Learning
• Promotion and control of natural ventilation using fluid diode (Part 1) Ventilation path control analysis and internal structure optimization using fluid diode plate
• Promotion and control of natural ventilation using fluid diode (Part 2) Comparison study on the performance of two fluid diode plate shapes by CFD