My take is that it is hard to do anomaly detection (alerts for unusual usage) unless one can the known and controllable “hogs”, like EV charging out of the picture. I haven’t had any more time to work on my time-series forecasting with EV compensation, but really think I need to do it because the current alerts feel relatively random and not actionable without pulling out EV data.