Image analysis and estimation of rooftop solar exposure
An unmanned aerial vehicle (UAV) solar irradiation assessment system may automate several design parameters of solar panel design, cost and payoff estimations, and installation. The system determines the irradiance at various locations on a roof during various time periods. The system accounts for the effects of various existing or potential obstacles on the roof of a structure and/or proximate the structure. In some embodiments, a visual model (e.g., two-dimensional or three-dimensional) of the roof may be shown with a heatmap of irradiance values and/or graphical placement of solar panels. In other embodiments, the data may be analyzed and reported without visual presentation.
1. A system for determining solar exposure on a roof of a structure, comprising:
an unmanned aerial vehicle (UAV) system to navigate a flight pattern relative to a structure;
a camera on the UAV to capture images of at least a portion of a roof of the structure during navigation of the flight pattern by the UAV;
an imaging subsystem to utilize images captured by the camera on the UAV to identify:
characteristics of the portion of the roof of the structure,
at least one obstruction on the roof of the structure identified to cast a first shadow on the portion of the roof of the structure for a first amount of time during a time period, and
at least one obstruction proximate the structure identified to cast a second shadow on the portion of the roof of the structure for a second amount of time during the time period; and
an irradiance exposure subsystem to calculate a total irradiance on the portion of the roof of the structure during the time period based, at least in part, on the first and second shadows cast for the first and second amounts of time during the time period.
2. The system of claim 1 , wherein the characteristics of the portion of the roof comprise a slope angle and orientation of the portion of the roof.
3. The system of claim 1 , wherein the at least one obstruction on the roof of the structure comprises one of a chimney, vent pipe, another portion of the roof, swamp cooler, and satellite dish.
4. The system of claim 1 , wherein the at least one obstruction proximate the structure comprises a tree.
5. The system of claim 1 , wherein the at least one obstruction proximate the structure comprises a second structure.
6. The system of claim 1 , wherein the at least one obstruction on the roof of the structure comprises an existing obstruction, and wherein the least one obstruction proximate the structure comprises a future obstruction.
7. The system of claim 1 , wherein the at least one obstruction proximate the structure comprises a future obstruction.
8. The system of claim 7 , wherein the future obstruction proximate the structure comprises a vacant lot identified to accommodate a future building estimated to cast the second shadow on the portion of the roof for the second amount of time during the time period in future years.
9. The system of claim 8 , wherein the flight pattern includes an approximate 360-degree rotation of the UAV to capture images, via the camera, of regions surrounding the structure, including the vacant lot.
10. The system of claim 7 , wherein the future obstruction proximate the structure comprises a tree estimated to grow to a height at which the tree is estimated to cast the second shadow on the portion of the roof for the second amount of time during the time period in future years.
11. The system of claim 10 , further comprising a tree variety identification subsystem to identify a variety of the tree, and wherein the identified tree variety is used to estimate the height to which the tree is estimated to grow.
12. The system of claim 1 , wherein the time period comprises one of: a one-month period, a three-month period, a twelve-month period, and a multi-year period.