New technologies, such as smart meters, provide access to more detailed energy use information for specific appliances (lighting, refrigeration, TV, radio, smartphone, cellular mobile phone charger, computer, etc) which could support energy use decisions and machine learning in control automation intelligence (ie AC or DC smartgrid microgrid - energy or electricity time of use time series databases for ANN neural network or linear optimization).
Any appliance disaggregated time-series data sets available for machine learning of PV, isolated power or grid connected power systems ?