I have a question as I am starting my dive into computational analysis.
I have a large set of data (~2 months) which includes the room temperature, HVAC status (heat/cool/off) and the location of this room (I can find detailed information on outdoor temperature).
I would like to do some analysis to find the following information....
- Unit Capability (or efficiency).
- Loss of energy through the room.
Preferably for each heat/cool cycle i would be able to calculate the efficiency and be able to see a distribution of the results.
What would be the best set of mathematical tools (type of functions/ approaches)?
I know I can attempt regression over each period, however it seems in-efficient.
Thanks in advance!