SYSTEMS AND METHODS FOR POWER GENERATION FORECASTING USING TEXT MINING AND FEATURE ENGINEERING

Systems and methods for power generation forecasting in a microgrid are disclosed. In some embodiments, a system comprises at least one processor; and memory storing instructions executable by the at least one processor, the instructions when executed cause the system to: obtain weather information; extract, from the weather information, one or more weather events, the one or more weather events including a first event, wherein the first event causes reduction of power generation of a power generation system; determine a condition of one or more components of the power generation system based on the first weather event; and determine future power generation by the power generation system based on the determined condition of the power generation system.