METHOD FOR GRID LOAD BALANCING AND ENHANCED RENEWABLE ENERGY USE IN CLIMATE CONTROL APPLICATIONS

A method of determining a management strategy and implementing core actions for a cooling system includes obtaining data stream data, including at least one of a weather data stream, a power grid data stream, a social network data stream, a satellite data stream, and a climate model data stream; obtaining historical data including at least one of historical weather data, historical power grid data, historical social network data, historical satellite data, and historical climate model data; determining features from the data stream data and the historical data to generate collected feature data; determining patterns from the collected feature data to generate pattern data; generating policy data including candidate setpoints; determining a set of actions based on the policy data; and transmitting the set of actions and the candidate setpoints.