Method for determining the solar distribution in an area
The present invention concerns a method for determining the solar distribution in an area, the including, a phase for collecting data to form a training database, a phase for training a model on the basis of the training database to obtain a trained model, the input of the trained model being an image of an area seen from the sky and the output being a global cartography of the irradiance projected on each surface of the area imaged on the input image, and a phase for operating the trained model. The phase for operating the trained models includes, a step of receiving an image of an area seen from the sky, and a step of determining by the trained model a global cartography of the irradiance projected on each surface of the area imaged on the received image.
1 . A method for determining the solar distribution in an area, the method being implemented by a computer and comprising:
a. a phase collecting data to form a training database, the collected data comprising at least:
i. a plurality of images of different areas seen from the sky, at least some of the areas comprising specific elements suitable for the installation of solar panels, and
ii. for each image, a global cartography of the irradiance projected on each surface of the area imaged on the image,
b. a phase training a model on the basis of the training database to obtain a trained model, the only input of the trained model being a single two-dimensional image of an area seen from the sky and the output being a global cartography of the irradiance projected on each surface of the area imaged on the input image,
c. a phase operating the trained model comprising:
i. a step of receiving a two-dimensional image to be analyzed of an area seen from the sky, and
ii. a step of determining by the trained model a global cartography of the irradiance projected on each surface of the area imaged on the image to be analyzed.
2 . The method according to claim 1 , wherein the collected plurality of images and analyzed images are obtained by a sensor, such as a camera, or by a satellite.
3 . The method according to claim 1 , wherein the collected data also comprise, for each image of the plurality of images, a mask segmenting the specific element(s) imaged on the plurality of images.
4 . The method according to claim 1 , wherein the method comprises a phase determining solar data relative to the specific element(s) imaged on the analyzed image on the basis of the determined global cartography and of complementary data.
5 . The method according to claim 4 , wherein the determining phase comprises for each analyzed image:
a. a step of determining a mask segmenting the specific element(s) imaged on the analyzed image, and
b. a step of determining a specific cartography of the irradiance projected on only the specific element(s) imaged on the analyzed image on the basis of the global cartography and of the determined mask,
the solar data of the zone of the area being determined on the basis of the specific cartography.
6 . The method according to claim 4 , wherein the solar data comprises at least one data among the solar potential of the specific element(s) imaged on the image to be analyzed and the yield of a solar installation that would be installed on the specific element(s).
7 . The method according to claim 4 , wherein the complementary data comprise weather data of the area and/or solar panels data and/or location data of the area.
8 . The method according to claim 1 , wherein the collecting phase comprises a step of applying a filter on the collected images in order to obtain images with a reduced resolution, the images forming the training database being the images with the reduced resolution.
9 . The method according to claim 1 , wherein the method comprises a phase for designing and/or setting up solar panels in a zone of the area imaged on the image to be analyzed, on the basis of the obtained global cartography.
10 . The method according to claim 1 , wherein the specific elements are chosen among: the roof of a building, the terrace of a building and a specific portion of the ground, such as a field or a garden.
11 . A non-transitory computer readable storage medium comprising a computer program being loadable into a data-processing unit and causing execution of a method according to claim 1 when the computer program is run by the data-processing unit.