Systems and methods for identifying faulty sensors within a power generation system

A photovoltaic (PV) power generation system (10) is described. The system includes at least one PV module (20) comprising a plurality of PV cells (28), a plurality of sensors (96), and a processing device (26) communicatively coupled to the plurality of sensors. The processing device is configured to determine a power output each of the plurality of PV cells, receive data from the plurality of sensors, and identify a faulty sensor within the plurality of sensors based at least partially on the determined power output and the received data.