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CIEE Models

You'll need to install (and probably upgrade) the xbos module: sudo pip2 install --upgrade xbos

You run this all by running python main.py, which calls the other models.

clipperserver.py: sample script putting a model into Clipper

Thermal Model

Basic linear model based on inside temperature, outside temperature, and HVAC state from some setpoint schedule.

Weather Model

Similarity-based approach

Consumption Model

Similarity-based approach, with HVAC energy subtracted. Predicts the base (non-HVAC) load.

I've commented out subtacting the lighting energy for now until I have a schedule for the lights and a model for their energy consumption (will just be a basic stats model)

All Together

main.py executes the thermal model to get the actions for a thermostat for a basic night/day schedule, and then rolls those actions forward to get the HVAC energy consumption.