System and method for determination of degradation loss on solar panels of photovoltaic (PV) power plant

A method, comprising:

• obtaining first information comprising location information associated with a set of solar panels of a photovoltaic (PV) power plant, real time weather information associated with the set of solar panels of the PV power plant, and configuration information associated with the set of solar panels of the PV power plant;
• obtaining, from a set of sensors associated with the set of solar panels, second information comprising real-time operating parameters associated with the PV power plant based on the obtained first information;
• providing, as an input, the obtained first information and the obtained second information to a machine learning (ML) model, wherein the ML model is a pre-trained model;
• determining a degradation loss associated with each solar panel of the set of solar panels based on an output of the ML model;
• and
• rendering an alert based on determined degradation loss.

A computer programmable product comprising a non-transitory computer readable medium having stored thereon computer executable instructions, which when executed by one or more processors, cause the one or more processors to conduct operations, comprising:

• obtaining first information comprising location information associated with a set of solar panels of a photovoltaic (PV) power plant, real time weather information associated with the set of solar panels of the PV power plant, and configuration information associated with the set of solar panels of the PV power plant;
• obtaining, from a set of sensors associated with the set of solar panels, second information comprising real-time operating parameters associated with the PV power plant based on the obtained first information;
• providing, as an input, the obtained first information and the obtained second information to a machine learning (ML) model, wherein the ML model is a pre-trained model;
• determining a degradation loss associated with each solar panel of the set of solar panels based on an output of the ML model;
• and
• transmitting, to at least one of a set of robots or a set of user devices, one or more instructions associated with at least one of:
• repairing of at least one solar panel of the set of solar panels or replacement of at least one solar panel of the set of solar panels based on the determined degradation loss, wherein the set of user devices are associated with a set of operators associated with the PV power plant.