Systems for and methods of positioning solar panels in an array of solar panels to efficiently capture sunlight
A solar tracking system comprises multiple solar panel modules forming a grid of solar panel modules, wherein the multiple solar panel modules are orientatable to a solar source independently of each other; and a control system configured to orient each of the multiple solar panel modules to the solar source independently of each other based on a performance model to optimize an energy output from the grid of solar panel modules, wherein the performance model predicts an energy output from the grid of solar panel modules based on a topography of the area containing the grid of solar panel modules and weather conditions local to each of the solar panel modules.
1. A method of for optimizing an energy output from a solar tracking system, the solar tracking system comprising multiple rows of solar panel modules forming a grid of solar panel modules, each of the multiple rows of solar panel modules having a corresponding photovoltaic module, each of the multiple rows of solar panel modules independently orientatable to a solar source, the method comprising:
determining a topography model indicating relative positions between the multiple rows of solar panel modules;
determining shading between the multiple rows of solar panel modules to calibrate the topography model to account for the shading; and
generating, for each of the solar panel modules, a base performance model based on the topography model and local weather data comprising a predicted amount of radiance on each of the multiple rows of solar panel modules, thereby optimizing the energy output from the solar tracking system; and
updating, for each of the solar panel modules, the base performance model based on a diffuse fraction.
2. The method of claim 1 , wherein the radiance comprises diffuse light, direct light, or any combination thereof.
3. The method of claim 1 , wherein the topography model is derived from a topological map.
4. The method of claim 3 , wherein determining the topological map comprises sensing energy incident on each of the multiple photovoltaic modules, while varying an orientation of each of the multiple photovoltaic modules to the solar source.
5. The method of claim 3 , wherein the topological map comprises relative heights between the multiple rows of solar panel modules.
6. The method of claim 4 , wherein the topological map indicates relative heights between the multiple rows of solar panel modules and an ordering (sequence) of the multiple rows of solar panel modules relative to each other.
7. The method of claim 6 , wherein the relative heights and the ordering are determined from orienting skinny solar panels on each of the multiple rows of solar panel modules relative to the solar source and sensing radiation impinging thereon.
8. The method of claim 3 , wherein determining the topological map comprises sensing energy incident on each of the multiple rows of solar panel modules.
9. The method of claim 3 , wherein the topological map indicates slopes of the multiple rows of solar panels relative to a fixed horizontal.
10. The method of claim 1 , wherein the shading between multiple rows of solar panel modules comprises shading between adjacent rows of the multiple rows of solar panel modules.
11. The method of claim 1 , wherein the weather data comprise a time of year, a time of day, and weather conditions local to each of the multiple solar panel modules.