AI Power Consumption

hastic.io is perhaps an option although I could never get it to work.

This one looks promising; I’m yet to try monitoring-home-appliances-from-power-readings-with-ml

Intelligent Appliance Classification (Using vibration though & specific hardware requirements)

Grafana Cloud Pro Machine Learning and adaptive alerts; also an option but paid service.

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