Asymmetric Patterns
Started looking at the asymmetric data and found pretty much what you'd expect... our "basic" usage is about the same every day. The variation is in the outside temperature and is dominated by the air conditioning and heating. In the summer months, the AC runs the same amount every day so again the power usage is a flat line for the month. Outliers, do occur in December & January as shown below. It's from the heating, it only comes on a few days a month. I was surprised to see the heating consuming more power than the AC, but believe that's due to the higher temperature delta.
Daily Average in January
View attachment 81590
For most of my months, the graph above is just a set of bars all the same height.
That said, the graph below shows on average less power is used in winter than summer. The hand-sketched red line represents the highest usage for any one day.
Monthly Average with daily highest 2021
View attachment 81592
So, to be totally off-grid, the battery size should at least meet the average maximum daily usage. But I'm thinking twice that to increase the life-cycles and minimize the generator (possibly more, still need to research calendar aging). As PV is cheaper and you get power even on gloomy days there's a case for oversizing the array to offset that. So, lots to figure out here yet.
The offset to the battery cost is the grid costs throughout the year, which I should be able to get by summing the 2021 bills. As I already have solar and some battery it changes the math equation above a bit. So, still a lot to do!