01

Smart HVAC System Management

keywords;

Heating, Ventilating and Air Conditioning (HVAC) System, Variable Air Volume, Variable Water Volume, System Simulation, Automated Fault Detection and Diagnosis, Optimization, Model Predictive Control, Reinforcement Learning, Python

02

Human Centric Indoor Environment and Behavior Change

keywords;

Predicted Mean Vote (PMV), Computational Fluid Dynamics (CFD), Soft Sensing, 

03

Renewable Energy Utilization and District Energy System Optimization

keywords;

Photovoltaic (PV), Decarbonization, District Heating and Cooling (DHC), System Simulation, Building2Grid, Particle Swarm Optimization

04

Decarbonization Policy and Non-Energy Benefit Quantification

keywords;

Real Estate Market, Decarbonization, Building Energy Index, Multi-Agent Simulation, Commissioning

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University of Tokyo

Department of Architecture