SYSTEMS FOR AND METHODS OF POSITIONING SOLAR PANELS IN AN ARRAY OF SOLAR PANELS TO EFFICIENTLY CAPTURE SUNLIGHT
A solar tracking system comprises a plurality of solar panel modules, each independently orientatable relative to a solar source. A control system determines a topography associated with the solar panel modules and generates, for each module, a performance model based at least in part on the topography and weather data. The control system independently orients each solar panel module to the solar source based on the respective performance model to optimize energy output from the array. The topography may indicate relative positions or heights of the modules and can be determined using laser site surveys, energy readings from photovoltaics, or aerial imaging. The weather data may include direct normal irradiance, global horizontal irradiance, or diffuse horizontal irradiance. The control system may periodically update the performance model for each module and account for interactions between neighboring modules due to shading.
1 . A solar tracking system comprising:
a plurality of solar panel modules, each solar panel module being independently orientatable relative to a solar source; and
a control system configured to:
determine a topography associated with the plurality of solar panel modules;
generate, for each solar panel module, a performance model based at least in part on the topography and weather data; and
independently orient each solar panel module to the solar source based on the respective performance model to optimize energy output from the plurality of solar panel modules.
2 . The system of claim 1 , wherein the topography indicates relative positions and/or heights of the solar panel modules.
3 . The system of claim 1 , wherein the topography is determined based at least in part on shading events detected by one or more sensors associated with the solar panel modules.
4 . The system of claim 1 , wherein the weather data comprises at least one of direct normal irradiance (DNI), global horizontal irradiance (GHI), or diffuse horizontal irradiance (DHI).
5 . The system of claim 1 , wherein the control system is further configured to periodically update the performance model for each solar panel module.
6 . The system of claim 1 , wherein the performance model for each solar panel module is further configured to account for interactions between adjacent solar panel modules due to shading.
7 . The system of claim 1 , wherein the control system is configured to update the performance model based on a diffuse fraction index.
8 . The system of claim 1 , wherein the topography is determined using at least one of a laser site survey, energy readings from photovoltaics, or aerial imaging.
9 . The system of claim 1 , wherein:
the weather data is local weather data; and
the control system is further configured to receive forecasted weather data and adjust the performance model based on forecasted weather data.
10 . The system of claim 1 , further comprising a plurality of network control units (NCUs), each NCU configured to communicate with one or more of the solar panel modules and at least one other NCU, the NCUs forming a mesh network and configured to relay control commands and data between one another.
11 . A method for optimizing energy output from a solar tracking system comprising a plurality of solar panel modules, the method comprising:
determining, by a control system, a topography associated with the plurality of solar panel modules;
generating, for each solar panel module, a performance model based at least in part on the topography and weather data;
orienting each solar panel module independently to a solar source based on the respective performance model to optimize energy output from the plurality of solar panel modules.
12 . The method of claim 11 , wherein the topography includes relative heights and/or ordering of the solar panel modules.
13 . The method of claim 11 , wherein determining the topography comprises calibrating the topography using shading events detected by sensors on the solar panel modules.
14 . The method of claim 11 , wherein the weather data includes at least one of direct normal irradiance (DNI), global horizontal irradiance (GHI), or diffuse horizontal irradiance (DHI).
15 . The method of claim 11 , further comprising updating, for each solar panel module, the performance model based on a diffuse fraction index to account for changes in diffuse and direct solar radiation.
16 . The method of claim 11 , wherein the performance model for each solar panel module is further configured to account for interactions between adjacent solar panel modules due to shading.
17 . The method of claim 11 , further comprising periodically updating the performance model for each solar panel module.
18 . The method of claim 11 , wherein the weather data is local weather data, local to the solar panel module, the method further comprising:
receiving weather forecast data; and
adjusting the performance model based on forecasted weather conditions.
19 . The method of claim 11 , wherein determining the topography comprises using at least one of a laser surveying, aerial surveying, tracking energy sensed on the plurality of solar panel modules, or any combination thereof.
20 . The method of claim 11 , further comprising operating a plurality of network control units (NCUs), each NCU communicating with one or more of the solar panel modules to transmit orientation commands, each NCU communicating with at least one other NCU to form a mesh network.