[Class : 9] Self Learning Downloadable Software And Diagnostics In Response To System And Equipment Degradation, Or In Response To Dynamic Changes In Variables External To Component Or System, Such As Weather, Temperature, Environment, Other Independent Variables, Achieved Through Localized And Cloud Based Learning From Operational Data From Individual And Large Populations Of Operating Equipment In The Field Of Energy Efficiency, Water Conservation, Building Operation, Predictive Maintenance, Condition Based Service, All For Commercial And Residential Hvac And Lighting Equipment, Namely, Air Handler Units, Chillers, Pumps, Cooling Towers, Heat Pumps, Boilers, Heat Exchangers, Fans, Humidifiers, Enthalpy Wheels, Ground Source Loops, Filtration Systems, Solar Thermal Arrays, Lighting Equipment, Domestic Water Boosters, Circulators, Computer Room Air Conditioners, Light Industrial Applications, Data Centers, And Municipal Pumping Stations.