Bert Labs @ Changi Airport, Singapore for Thermal & Air Quality Comfort Improvement (PMV=0) for Passengers & Airport Community

Bert Platform Solution® Deployed at C-Pier Boarding Gates for Thermal Comfort. The Gates are catered by VAVs (Variable Air Valves) and AHUs (Air Handling Units).

Bert Optimus® Reinforcement Learning Agent control the VAVs and AHUs set points to maintain the PMV within the range of -0.5 to +0.5.

Baseline 18.9% PMV within range.

Bert Platform Solution® Improvement 96.8% PMV within range.

• Enhanced comfort for Passenger and Airport community.

• Optimal Energy Consumption.

Bert Platform Solution® deployment of control system for optimizing thermal comfort using PMV.

Bert Geminus® Digital Twin Creation based on Physics based modelling principles simulating the complex dynamics of the airport’s climate control system real-time.

Bert Optimus® RL models trained on millions of episodes for PMV controls.