Hi, i was thinking that it would be nice to have some kind of anomaly detection, not only for energy consumption but for other things as well, but for energy i believe is needed.
It should be able to create a baseline and if it gets unexpected metrics to push a notification.
anybody has similar needs? i saw this https://hastic.io/ ? does it do what i describe above?
3 Likes
As per this:
- Home Assistant is working with Nvidia to incorporate a local AI model into the home automation platform.
Home Assistant’s next era begins now - The Verge
We are getting there!
i would like to see if anybody else has any interest on this. i believe it is very useful and needed. what do you think?
2 Likes
i found this project about an hour ago.
1 Like
sorry, yes that would be amazing.
I would instead look at the cause of the anomaly. They should not happen in the first place. iI is for instance often caused by template sensors missing an availability template.
no i am not talking about this kind of anomalies, i am talking about outliers
Outliers in kWh sensors of the energy dashboard? For power I could understand how you could see outliers, but for power that sounds even weirder. Can you give an example? Outliers in the graphs of the energy dashboard are what I meant, those are often caused by sensors going to 0 when unavailable. But an outlier on totals are not something you can easily filter out, and are definitely in need of investigating.