How to use RL model in simulation enviroment to control a real HVAC facility

asked 2024-05-20 22:16:07 -0500

panda rose's avatar


I have trained an RL model in the simulation environment, but I want to control a real HVAC system using the RL model. How can I do it? The following is my plan: 1) Encapsulate the RL model (in PyTorch format .pth model) to create FMU1 (simulation side). 2) Encapsulate the real HVAC communication protocol to create FMU2 (facility side). 3) FMU1 will interact with FMU2 through the BCVTB. However, I am unsure about how to implement step 1).

Best regards,

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