Systems and methods for solar forecasting
A method may include determining a position and movement of a shadow on a plurality of solar modules of a solar power plant using an analysis of irradiance data from sensors disposed proximate the plurality of solar modules. The method may include predicting future power output for the plurality of solar panels based on the movement of the shadow over the plurality of solar modules and modifying a power output of the solar power plant based on the predicted future power output.
1. A method comprising:
determining a position and movement of a shadow on a plurality of solar modules of a solar power plant using an analysis of power generated by the plurality of solar modules;
predicting future power output for the plurality of solar panels based on the movement of the shadow over the plurality of solar modules; and
modifying a power output of the solar power plant based on the predicted future power output.
2. The method of claim 1 , wherein determining a position and movement of a shadow on a plurality of solar modules of a solar power plant comprises determining a velocity of the shadow.
3. The method of claim 1 , wherein predicting future power output for the plurality of solar panels based on the movement of the shadow over the plurality of solar modules comprises determining power outputs of a plurality of inverters at a first time point and a second time point.
4. The method of claim 3 , wherein modifying a power output of the solar power plant based on the predicted future power output comprises adjusting a power output of at least one inverter in the plurality of inverters based at least partially on the prediction.
5. The method of claim 1 , further comprising communicating the modified power output to a grid operator.
6. The method of claim 1 , further comprising adjusting an orientation of at least one solar module in the plurality of solar modules based at least partially on the prediction of the power output.
7. The method of claim 1 , further comprising determining a location among the plurality of solar modules that has a rate of change in power output that is higher than an average rate of change of power output on the plurality of solar modules, wherein a leading or trailing edge of the shadow is determined to be at the location.
8. A system comprising one or more processors configured to:
determine a position and movement of a shadow on a plurality of solar modules of a solar power plant using an analysis of power generated by the plurality of solar modules;
predict future power output for the plurality of solar panels based on the movement of the shadow over the plurality of solar modules; and
modify a power output of the solar power plant based on the predicted future power output.
9. The system of claim 8 , wherein determining the position and movement of the shadow includes determining a velocity of the shadow.
10. The system of claim 8 , wherein predicting future power output includes determining power outputs of a plurality of inverters at a first time point and a second time point.
11. The system of claim 10 , wherein modifying a power output of the solar power plant based on the predicted future power output includes adjusting a power output of at least one inverter in the plurality of inverters based at least partially on the prediction.
12. The system of claim 8 , further comprising communicating the modified power output to a grid operator.
13. The system of claim 8 , further comprising adjust an orientation of at least one solar module in the plurality of solar modules based at least partially on the prediction of the power output.
14. The system of claim 8 , further comprising determine a location among the plurality of solar modules that has a rate of change in power output that is higher than an average rate of change of power output on the plurality of solar modules, wherein a leading or trailing edge of the shadow is determined to be at the location.
15. A non-transitory computer-readable storage medium having instructions stored thereon that, upon execution by a processor, cause the processor to perform operations comprising:
determining a position and movement of a shadow on a plurality of solar modules of a solar power plant using an analysis of power generated by the plurality of solar modules;
predicting future power output for the plurality of solar panels based on the movement of the shadow over the plurality of solar modules; and
modifying a power output of the solar power plant based on the predicted future power output.
16. The non-transitory computer-readable storage medium of claim 15 , wherein determining a position and movement of a shadow on a plurality of solar modules of a solar power plant comprises determining a velocity of the shadow.
17. The non-transitory computer-readable storage medium of claim 15 , wherein predicting future power output for the plurality of solar panels based on the movement of the shadow over the plurality of solar modules comprises determining power outputs of a plurality of inverters at a first time point and a second time point.
18. The non-transitory computer-readable storage medium of claim 17 , wherein modifying a power output of the solar power plant based on the predicted future power output comprises adjusting a power output of at least one inverter in the plurality of inverters based at least partially on the prediction.
19. The non-transitory computer-readable storage medium of claim 15 , further comprising adjusting an orientation of at least one solar module in the plurality of solar modules based at least partially on the prediction of the power output.
20. The non-transitory computer-readable storage medium of claim 15 , further comprising determining a location among the plurality of solar modules that has a rate of change in power output that is higher than an average rate of change of power output on the plurality of solar modules, wherein a leading or trailing edge of the shadow is determined to be at the location.