Solar panel inspection using unmanned aerial vehicles

    公开(公告)号:US11567019B2

    公开(公告)日:2023-01-31

    申请号:US17483249

    申请日:2021-09-23

    申请人: Skydio, Inc.

    IPC分类号: G01N25/72 H02S50/10

    摘要: Methods, systems, and program products of inspecting solar panels using unmanned aerial vehicles (UAVs) are disclosed. A UAV can obtain a position of the Sun in a reference frame, a location of a solar panel in the reference frame, and an orientation of the solar panel in the reference frame. The UAV can determine a viewing position of the UAV in the reference frame based on at least one of the position of the Sun, the location of the solar panel, and the orientation of the solar panel. The UAV can maneuver to the viewing position and point a thermal sensor onboard the UAV at the solar panel. The UAV can capture, by the thermal sensor, a thermal image of at least a portion of the solar panel. A server onboard the UAV or connected to the UAV can detect panel failures based on the thermal image.

    GROUND CONTROL POINT ASSIGNMENT AND DETERMINATION SYSTEM

    公开(公告)号:US20220381561A1

    公开(公告)日:2022-12-01

    申请号:US17876808

    申请日:2022-07-29

    申请人: Skydio, Inc.

    摘要: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for ground control point assignment and determination. One of the methods includes receiving information describing a flight plan for the UAV to implement, the flight plan identifying one or more waypoints associated with geographic locations assigned as ground control points. A first waypoint identified in the flight plan is traveled to, and an action to designate a surface at the associated geographic location is designated as a ground control point. Location information associated with the designated surface is stored. The stored location information is provided to an outside system for storage.

    ROAD NETWORK OPTIMIZATION BASED ON VEHICLE TELEMATICS INFORMATION

    公开(公告)号:US20210396530A1

    公开(公告)日:2021-12-23

    申请号:US17356470

    申请日:2021-06-23

    申请人: Skydio, Inc.

    摘要: Methods, systems and apparatus, including computer programs encoded on computer storage media for determining asset efficiency. Unmanned Aerial Vehicles (UAVs) may be used to obtain aerial images of locations, property or structures. The aerial images may be geo-rectified, and a ortho-mosaic, digital surface model, or a point cloud may be created. In the context of an operation where mobile assets are used, such as construction or earth moving equipment, location-based event information may be obtained. The location-based event information may be used to determine road segment conditions or road topology where problematic road conditions likely exist.

    Ground control point assignment and determination system

    公开(公告)号:US11421990B2

    公开(公告)日:2022-08-23

    申请号:US15829477

    申请日:2017-12-01

    申请人: Skydio, Inc.

    摘要: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for ground control point assignment and determination. One of the methods includes receiving information describing a flight plan for the UAV to implement, the flight plan identifying one or more waypoints associated with geographic locations assigned as ground control points. A first waypoint identified in the flight plan is traveled to, and an action to designate a surface at the associated geographic location is designated as a ground control point. Location information associated with the designated surface is stored. The stored location information is provided to an outside system for storage.

    Solar panel inspection using unmanned aerial vehicles

    公开(公告)号:US20220205938A1

    公开(公告)日:2022-06-30

    申请号:US17483249

    申请日:2021-09-23

    申请人: Skydio, Inc.

    IPC分类号: G01N25/72 H02S50/10

    摘要: Methods, systems, and program products of inspecting solar panels using unmanned aerial vehicles (UAVs) are disclosed. A UAV can obtain a position of the Sun in a reference frame, a location of a solar panel in the reference frame, and an orientation of the solar panel in the reference frame. The UAV can determine a viewing position of the UAV in the reference frame based on at least one of the position of the Sun, the location of the solar panel, and the orientation of the solar panel. The UAV can maneuver to the viewing position and point a thermal sensor onboard the UAV at the solar panel. The UAV can capture, by the thermal sensor, a thermal image of at least a portion of the solar panel. A server onboard the UAV or connected to the UAV can detect panel failures based on the thermal image.

    Unmanned Aerial Vehicle Wind Turbine Inspection Systems And Methods

    公开(公告)号:US20220003213A1

    公开(公告)日:2022-01-06

    申请号:US17475751

    申请日:2021-09-15

    申请人: Skydio, Inc.

    IPC分类号: F03D17/00 B64C39/02 G06T7/00

    摘要: Methods, systems and apparatus, including computer programs encoded on computer storage media for an unmanned aerial vehicle (UAV) wind turbine inspection system. One of the methods includes obtaining first sensor information by an unmanned aerial vehicle (UAV), the first sensor information describing physical aspects of a wind turbine, including one or more blades of the wind turbine. An orientation of the blades of the wind turbine are determined based on the obtained first sensor information. A flight pattern for the UAV to inspect the blades of the wind turbine is determined, the flight pattern being based on the determined orientation of the blades. Each of the blades of the wind turbine is inspected by the UAV according to the determined flight pattern, the inspection including obtaining second sensor information describing the blades of the wind turbine.

    Unmanned Aerial Vehicle Electromagnetic Avoidance And Utilization System

    公开(公告)号:US20210341527A1

    公开(公告)日:2021-11-04

    申请号:US17314838

    申请日:2021-05-07

    申请人: Skydio, Inc.

    摘要: Methods, systems and apparatus, for an unmanned aerial vehicle electromagnetic avoidance and utilization system. One of the methods includes obtaining a flight package indicating a flight pattern associated with inspecting a structure, the flight pattern causing the UAV to remain at a standoff distance from the structure, wherein the standoff distance is based on an electromagnetic field associated with the structure, and wherein the flight pattern is laterally constrained according to a property geofence associated with a right of way of the structure. The UAV is navigated according to the flight pattern, and the UAV captures images of the structure. For an initial portion of the flight pattern, the UAV navigates at an altitude based on the standoff distance and the property geofence towards the structure. The UAV determines a location at which to capture images of the structure, and the UAV provides the captured images to a user device.

    Solar panel inspection using unmanned aerial vehicles

    公开(公告)号:US11156573B2

    公开(公告)日:2021-10-26

    申请号:US15640135

    申请日:2017-06-30

    申请人: Skydio, Inc.

    IPC分类号: G01N25/72 H02S50/10

    摘要: Methods, systems, and program products of inspecting solar panels using unmanned aerial vehicles (UAVs) are disclosed. A UAV can obtain a position of the Sun in a reference frame, a location of a solar panel in the reference frame, and an orientation of the solar panel in the reference frame. The UAV can determine a viewing position of the UAV in the reference frame based on at least one of the position of the Sun, the location of the solar panel, and the orientation of the solar panel. The UAV can maneuver to the viewing position and point a thermal sensor onboard the UAV at the solar panel. The UAV can capture, by the thermal sensor, a thermal image of at least a portion of the solar panel. A server onboard the UAV or connected to the UAV can detect panel failures based on the thermal image.

    Unmanned aerial vehicle wind turbine inspection systems and methods

    公开(公告)号:US11149717B2

    公开(公告)日:2021-10-19

    申请号:US15637952

    申请日:2017-06-29

    申请人: Skydio, Inc.

    IPC分类号: F03D17/00 G06T7/00 B64C39/02

    摘要: Methods, systems and apparatus, including computer programs encoded on computer storage media for an unmanned aerial vehicle (UAV) wind turbine inspection system. One of the methods includes obtaining first sensor information by an unmanned aerial vehicle (UAV), the first sensor information describing physical aspects of a wind turbine, including one or more blades of the wind turbine. An orientation of the blades of the wind turbine are determined based on the obtained first sensor information. A flight pattern for the UAV to inspect the blades of the wind turbine is determined, the flight pattern being based on the determined orientation of the blades. Each of the blades of the wind turbine is inspected by the UAV according to the determined flight pattern, the inspection including obtaining second sensor information describing the blades of the wind turbine.

    Road network optimization based on vehicle telematics information

    公开(公告)号:US11073401B1

    公开(公告)日:2021-07-27

    申请号:US15917397

    申请日:2018-03-09

    申请人: Skydio, Inc.

    摘要: Methods, systems and apparatus, including computer programs encoded on computer storage media for determining asset efficiency. Unmanned Aerial Vehicles (UAVs) may be used to obtain aerial images of locations, property or structures. The aerial images may be geo-rectified, and a ortho-mosaic, digital surface model, or a point cloud may be created. In the context of an operation where mobile assets are used, such as construction or earth moving equipment, location-based event information may be obtained. The location-based event information may be used to determine road segment conditions or road topology where problematic road conditions likely exist.