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, potential, or future obstacles proximate the structure. In some embodiments, a visual model 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 to determine solar exposure on a roof of a structure, comprising:
a mobile device with a camera to capture images relative to a structure, including a portion of a roof of the structure;
an imaging subsystem to utilize images captured by the camera to identify:
an existing obstruction proximate the structure identified to cast a first shadow on the portion of the portion of the roof of the structure for a first amount of time during a current month, and
a future obstruction proximate the structure that:
is not estimated to cast a shadow on the portion of the roof of the structure during the current month, and
is estimated to cast a second shadow on the portion of the roof of the structure for a second amount of time at a future date; and
an irradiance exposure subsystem to calculate a total irradiance on the portion of the roof of the structure during a time period based, at least in part, on the first shadow of the existing obstruction and the estimated second shadow of the future obstruction.
2. The system of claim 1 , wherein the imaging subsystem is further configured to utilize the images captured by the camera on the UAV to identify characteristics of the portion of the roof, 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 existing obstruction proximate the structure comprises one of: a chimney on the roof, a vent pipe on the roof, another portion of the roof, a swamp cooler on the roof, and satellite dish on the roof.
4. The system of claim 1 , wherein the future obstruction proximate the structure comprises a tree that does not currently cast a shadow on the roof of the structure but is estimated to begin casting a shadow at a future date.
5. The system of claim 1 , 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.
6. The system of claim 5 , 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.
7. The system of claim 1 , 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.
8. The system of claim 1 , 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.
9. The system of claim 1 , wherein the future obstruction proximate the structure is estimated to cast the second shadow on the portion of the roof of the structure for the second amount of time in a future year.
10. A method to determine solar exposure on a roof of a structure, comprising:
obtaining images of a portion of a roof of a structure;
identifying within the images an existing obstruction proximate the structure identified to cast a first shadow on the portion of the portion of the roof of the structure for a first amount of time during a current month;
identifying within the images a future obstruction proximate the structure that:
is not estimated to cast a shadow on the portion of the roof of the structure during the current month, and
is estimated to cast a second shadow on the portion of the roof of the structure for a second amount of time at a future date; and
calculating a total irradiance on the portion of the roof of the structure during a time period based, at least in part, on the first shadow of the existing obstruction and the estimated second shadow of the future obstruction.
11. The method of claim 10 , further comprising:
identify characteristics of the portion of the roof, wherein the characteristics of the portion of the roof comprise a slope angle and orientation of the portion of the roof.
12. The method of claim 10 , wherein the existing obstruction proximate the structure comprises one of: a chimney on the roof, a vent pipe on the roof, another portion of the roof, a swamp cooler on the roof, and satellite dish on the roof.
13. The method of claim 10 , wherein the future obstruction proximate the structure comprises a tree that does not currently cast a shadow on the roof of the structure but is estimated to begin casting a shadow at a future date.
14. The method of claim 10 , 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.
15. The method of claim 10 , 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.
16. The method of claim 10 , further comprising:
identifying 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.
17. The method of claim 10 , wherein the future obstruction proximate the structure is estimated to cast the second shadow on the portion of the roof of the structure for the second amount of time in a future year.