WO2021237545A1 - Inspection method for poles and towers, and unmanned aerial vehicle, control apparatus, system and storage medium - Google Patents

Inspection method for poles and towers, and unmanned aerial vehicle, control apparatus, system and storage medium Download PDF

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Publication number
WO2021237545A1
WO2021237545A1 PCT/CN2020/092739 CN2020092739W WO2021237545A1 WO 2021237545 A1 WO2021237545 A1 WO 2021237545A1 CN 2020092739 W CN2020092739 W CN 2020092739W WO 2021237545 A1 WO2021237545 A1 WO 2021237545A1
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WIPO (PCT)
Prior art keywords
tower
inspection
waypoint
current
patrol
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PCT/CN2020/092739
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French (fr)
Chinese (zh)
Inventor
张伟
颜江
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深圳市大疆创新科技有限公司
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Application filed by 深圳市大疆创新科技有限公司 filed Critical 深圳市大疆创新科技有限公司
Priority to PCT/CN2020/092739 priority Critical patent/WO2021237545A1/en
Priority to CN202080005659.XA priority patent/CN112955845A/en
Publication of WO2021237545A1 publication Critical patent/WO2021237545A1/en

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/10Simultaneous control of position or course in three dimensions
    • G05D1/101Simultaneous control of position or course in three dimensions specially adapted for aircraft

Definitions

  • This application relates to the field of inspection technology, and in particular to a pole tower inspection method, unmanned aerial vehicle, control device, system, and storage medium.
  • the current electric power inspection process is: inspect and teach each tower that needs to be inspected, and then the drone will fly according to the teaching content and collect photos.
  • the patrol instruction specifically includes: power patrol personnel control the drone to fly, hover in a suitable position, take photos for fault diagnosis, and the drone records the current location information and photo information.
  • this application provides a pole tower inspection method, unmanned aerial vehicle, control device, system, and storage medium.
  • this application provides a pole tower inspection method, which is applied to an unmanned aerial vehicle, and the method includes:
  • inspections are performed on multiple inspection waypoints including the initial inspection waypoint starting from the initial inspection waypoint.
  • the present application provides a pole tower inspection method, which is applied to the control end, and the method includes:
  • this application provides an unmanned aerial vehicle, including: a memory and a processor;
  • the memory is used to store a computer program
  • the processor is used to execute the computer program and when executing the computer program, implement the following steps:
  • inspections are performed on multiple inspection waypoints including the initial inspection waypoint starting from the initial inspection waypoint.
  • control device including: a memory and a processor
  • the memory is used to store a computer program
  • the processor is used to execute the computer program and when executing the computer program, implement the following steps:
  • the present application provides a pole-tower inspection system, the pole-tower inspection system including the above-mentioned UAV and the above-mentioned control device.
  • the present application provides a computer-readable storage medium that stores a computer program, and when the computer program is executed by a processor, the processor realizes the process described in the first aspect above. Pole tower inspection method.
  • the present application provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes the above-mentioned second aspect Pole tower inspection method.
  • the embodiment of the application provides a pole tower inspection method, unmanned aerial vehicle, control device, system, and storage medium to obtain the starting inspection waypoint of the next tower; to obtain the flight strategy, in the last inspection of the current tower After the waypoint inspection is completed, fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy; at the next tower, start from the starting inspection waypoint Start to conduct inspections on multiple inspection waypoints including the initial inspection waypoint. Since the last inspection waypoint for the current tower is completed, the flight strategy will be followed from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower acquired; at the next tower.
  • patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint; compared with the existing patrol only for a single tower, each need to be patrolled
  • the inspected poles and towers are inspected individually.
  • This application can continuously inspect multiple poles and towers to connect the inspections between multiple poles and towers, so that the inspection tasks between multiple poles and towers can be performed continuously, which can greatly improve The efficiency of the tower inspection.
  • Fig. 1 is a schematic flow chart of an embodiment of a pole tower inspection method according to the present application
  • FIG. 2 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application.
  • FIG. 3 is a schematic diagram of an embodiment of obstacle avoidance and bypassing in the pole tower inspection method of the present application
  • FIG. 4 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application.
  • FIG. 5 is a schematic diagram of an embodiment of high-altitude flight in the pole tower inspection method of the present application.
  • FIG. 6 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application.
  • FIG. 7 is a schematic diagram of an embodiment of planning an optimal inspection path in the pole tower inspection method of the present application.
  • FIG. 8 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application.
  • FIG. 9 is a schematic structural diagram of an embodiment of the drone of the present application.
  • Fig. 10 is a schematic structural diagram of an embodiment of a control device of the present application.
  • FIG. 11 is a schematic structural diagram of an embodiment of the pole and tower inspection system of the present application.
  • the existing power inspection process is: patrol and teach each tower that needs to be inspected, and then the drone will fly according to the teaching content and collect photos.
  • the existing UAV power inspection program is only for a single tower, and there is no connection between multiple towers.
  • the embodiment of the application obtains the starting inspection waypoint of the next tower; obtains the flight strategy, and after the inspection of the last inspection waypoint for the current tower is completed, the flight strategy is followed from the last inspection waypoint of the current tower. Point to fly to the starting patrol waypoint of the next tower; start from the starting patrol waypoint on the next tower for multiple patrol waypoints including the starting patrol waypoint Inspection. Since the last inspection waypoint for the current tower is completed, the flight strategy will be followed from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower acquired; at the next tower.
  • patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint; compared with the existing patrol only for a single tower, each need to be patrolled
  • the inspected poles and towers are inspected one by one individually.
  • This application can continuously inspect multiple poles and towers to connect the inspections between multiple poles and towers, so that the inspection tasks between multiple poles and towers can be executed continuously, and batch inspections are automatically completed. Inspection, which can greatly improve the efficiency of pole tower inspection.
  • Fig. 1 is a schematic flowchart of an embodiment of a tower inspection method according to the present application. The method of this embodiment is applied to an unmanned aerial vehicle, and the method includes:
  • Step S101 Obtain the starting patrol waypoint of the next tower.
  • Step S102 Obtain the flight strategy. After the last inspection waypoint of the current tower is completed, fly from the last inspection waypoint of the current tower to the start inspection waypoint of the next tower according to the flight strategy. .
  • Step S103 starting from the starting patrol waypoint on the next tower, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint.
  • the acquisition of the starting patrol waypoint of the next tower in step S101 and the acquisition of the flight strategy in step S102 can be obtained by the drone from its own source, that is, the drone has pre-determined the start of the next tower Inspection waypoints and pre-determined flight strategy; it can also be obtained from the control device, that is, the control device sends the determined starting inspection waypoint of the next tower and the determined flight strategy to the UAV.
  • the aircraft receives the initial patrol waypoint and flight strategy of the next tower sent by the control device (see the method applied to the control terminal later).
  • a tower usually includes multiple inspection waypoints.
  • the initial inspection waypoint can be the first inspection waypoint of a tower, and the last inspection waypoint can be the last inspection waypoint of a tower.
  • the patrol inspection of one patrol waypoint is finished, and the patrol inspection of the tower is finished.
  • the flight strategy can be a flight plan from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower.
  • the inspection usually starts from the initial inspection waypoint of the tower. After the initial inspection waypoint is completed, the next inspection waypoint is inspected until the last inspection. After the waypoint inspection is over, then the inspection of this tower is over, and then fly to the starting inspection waypoint of the next tower, so that you can immediately start the inspection of the next tower from the starting inspection waypoint of the next tower. Inspection can improve the efficiency of inspection.
  • the embodiment of the application obtains the starting inspection waypoint of the next tower; obtains the flight strategy, and after the inspection of the last inspection waypoint for the current tower is completed, the flight strategy is followed from the last inspection waypoint of the current tower. Point to fly to the starting patrol waypoint of the next tower; start from the starting patrol waypoint on the next tower for multiple patrol waypoints including the starting patrol waypoint Inspection. Since the last inspection waypoint for the current tower is completed, the flight strategy will be followed from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower acquired; at the next tower.
  • patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint; compared with the existing patrol only for a single tower, each need to be patrolled
  • the inspected poles and towers are inspected one by one individually.
  • This application can continuously inspect multiple poles and towers to connect the inspections between multiple poles and towers, so that the inspection tasks between multiple poles and towers can be executed continuously, and batch inspections are automatically completed. Inspection, which can greatly improve the efficiency of the tower inspection.
  • step S102 The specific content of step S102 is described in detail below.
  • the straight line between the two points is the shortest.
  • a straight-line flight strategy is adopted, that is, in step S102, the flight strategy is acquired.
  • the flight strategy flying from the last inspection waypoint of the current tower to the initial inspection waypoint of the next tower may include: sub-step S102A1 and sub-step S102A2.
  • Sub-step S102A1 Obtain a straight-line flight strategy.
  • Sub-step S102A2 After the last inspection waypoint of the current tower is completed, follow the straight line flight strategy from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower. .
  • the straight-line flight strategy can reduce the flight distance as much as possible, shorten the flight time, save the flight cost, and improve the inspection efficiency.
  • the method may further include: if an obstacle is detected in the process of flying in a straight line, avoiding the obstacle by avoiding the obstacle to reach the destination. The starting patrol waypoint of the next tower.
  • the essence of UAV obstacle avoidance is to use the obstacle avoidance algorithm to plan the path during the flight of the UAV.
  • the obstacle avoidance algorithm can be roughly divided into two categories: global path planning and local path planning, selection
  • Global path planning belongs to static planning. It is all the environmental information that the UAV knows to fly before moving.
  • a safe path from the starting position to the target position is given; of course, it can also be planned in advance. Obstacles are bypassed according to the pre-stored route.
  • Local path planning belongs to dynamic planning.
  • the UAV calculates the path in real time according to the detection sensor to obtain the obstacle information on the path in real time during the flight.
  • the calculation amount of the local path planning is too small. , Real-time performance is better.
  • the global path planning algorithm and the local path planning algorithm can be flexibly selected according to the environment around the tower to be inspected, or the two can be combined for obstacle avoidance.
  • obstacles such as tree branches, birds, other unknown objects, etc.
  • obstacles can be avoided by avoiding obstacles when an obstacle is detected during a straight flight, and can ensure the safety of flight.
  • the two five-pointed star symbols in the figure represent the last patrol waypoint A of the current tower and the starting patrol waypoint B of the next tower.
  • the cross-shaped symbol in the figure represents the process of flying along the straight line AB.
  • Detected obstacle C; AD-DB avoids the obstacle by avoiding obstacles.
  • avoiding the obstacle by avoiding the obstacle and reaching the starting patrol waypoint of the next tower may also include:
  • the environment map is constructed through the observation data of the sensor.
  • the obstacle avoidance algorithm is used to actively avoid the obstacle and resume straight flight to the starting inspection waypoint of the next tower.
  • the environment map is constructed by the observation data of the sensor, which can grasp more complete environmental information, and when the obstacle avoidance algorithm is used to actively avoid the obstacle, the UAV can avoid the obstacle more accurately.
  • the senor includes at least one of laser radar, millimeter wave radar or vision sensor.
  • the obstacle avoidance algorithm includes A star algorithm and dynamic window algorithm.
  • the A-star algorithm is one of the more popular heuristic search algorithms and is widely used in the field of path optimization; its unique feature is that it introduces global information when inspecting each possible node in the shortest path, and does a calculation of the distance between the current node and the end point. An estimate is made and used as a measure to evaluate the possibility that the node is on the shortest path.
  • the dynamic window algorithm (Dynamic Window Approach, DWA) is an important local trajectory planning algorithm, which can obtain a good local path planning effect.
  • the method further includes: if the obstacle avoidance detour cannot be completed, stopping the obstacle avoidance detour and issuing a prompt, which is relatively simple and safe.
  • step S102 the flight strategy is acquired, and after the last inspection waypoint of the current tower is completed, the flight strategy is followed to fly from the last inspection waypoint of the current tower to
  • the starting patrol waypoint of the next tower may also include: sub-step S102B1 and sub-step S102B2.
  • Sub-step S102B1 Obtain a high-altitude flight strategy of a preset height, where the preset height is greater than the height of the tower and can avoid obstacles.
  • Sub-step S102B2 According to the high-altitude flight strategy, ascend from the last patrol waypoint of the current tower to the preset height, fly at the preset height to directly above the next tower, and then land on the The starting patrol waypoint of the next tower.
  • the drone is made to fly directly at high altitude, so that the drone rises from the last patrol waypoint of the current tower to the preset height, and then flies to the front of the next tower at the preset height. And then land to the starting patrol waypoint of the next tower.
  • obstacles can be avoided directly, especially if the terrain is too complicated and there are too many obstacles in the straight flight path, the safety of the flight can be ensured.
  • the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
  • step S101 The detailed content related to step S101 is specifically described below.
  • the poles and towers are pre-divided into pole and tower groups, and each pole and tower group includes more than two poles and towers.
  • each pole and tower group includes more than two poles and towers.
  • the point may include: sub-step S1011 and sub-step S1012.
  • Sub-step S1011 Obtain the next tower according to the inspection path of the tower group where the current tower is located.
  • the inspection path of the tower group where the current tower is located includes more than two towers.
  • Sub-step S1012 According to multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
  • the sub-step S1011 according to the inspection path of the tower group where the current tower is located, before acquiring the next tower may further include: acquiring the inspection path of the tower group where the current tower is located .
  • acquiring the inspection path of the current tower group may include: obtaining the current tower group according to the number of towers that need to be inspected and the flight cost between every two towers. The most optimized inspection path.
  • the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution. According to the number of poles that need to be inspected in the tower group where the current tower is located, and the flight cost between every two towers, obtain the optimal inspection path of the tower group where the current tower is located. In this way, the most time-saving inspection can be obtained. The path is helpful for subsequent batch planning of inspection tasks.
  • the acquisition of the patrol path of the tower group where the current tower is located may include: the distance that the battery can fly according to the power of the battery, the flight cost between every two towers including the current tower, and the distribution of charging piles Position, to obtain the current inspection path including the current pole and tower and the first landing charging pile position after the end of the inspection according to the current inspection path.
  • the flight cost of the last inspection waypoint of a tower is the lowest.
  • the current inspection path including the current tower is obtained.
  • the UAV can inspect the last waypoint of the last tower in the inspection path after the inspection is completed. It can fly to the position of the first landing charging pile for charging at the lowest flight cost, thereby reducing unnecessary flight cost.
  • the method further includes: flying from the last inspection waypoint of the last pole tower of the current inspection path to the position of the first landing charging pile for charging after the inspection according to the current inspection path is completed.
  • the method further includes: after the charging is completed, obtaining the starting patrol route point of the next pole that needs to be patrolled and with the lowest flight cost from the first landing charging pile position; charging from the first landing Fly the pile position to the starting inspection waypoint of the next tower to continue the inspection.
  • some tower groups can also include only one tower, for example, the terrain around the tower is complicated, or the tower is far away from other towers, or the flying environment around the tower is not good, harsh or dangerous, etc.; at this time; , The method further includes: if the number of poles in the tower group where the current pole is located is one, after the last patrol waypoint for the current pole tower is completed, fly from the last patrol waypoint of the current pole to the distance The last patrol waypoint of the current tower is the second landing charging pile position with the lowest flight cost for charging.
  • step S101 before acquiring the starting patrol waypoint of the next tower, it may also include: according to the topographic features of the multiple towers to be inspected and the altitude of each tower , Divide the multiple pole towers into multiple pole tower groups, and each pole tower group includes more than one pole tower.
  • Fig. 8 is a schematic flow chart of another embodiment of the pole-tower inspection method of this application.
  • the method of this embodiment is applied to the control end.
  • the method of this embodiment is the same as the above-mentioned method applied to drones
  • the content is basically the same, that is: the control terminal can also implement the steps in the method applied to drones, and the control terminal sends the implementation results to the drone; please refer to the above application to drones for detailed descriptions of related content The content part of the method is not repeated here.
  • the method includes: step S201 and step S202.
  • Step S201 Obtain the initial inspection waypoint of the next tower, and send the initial inspection waypoint of the next tower to the drone.
  • Step S202 Obtain a flight strategy, and send the flight strategy to the UAV, so that the UAV will start from the current flight strategy after completing the inspection of the last patrol waypoint for the current tower.
  • the last patrol waypoint of the tower flies to the starting patrol waypoint of the next tower, and starts from the starting patrol waypoint on the next tower, including the starting patrol waypoint. Multiple inspection waypoints for inspection.
  • the obtaining of the flight strategy includes: obtaining a straight-line flight strategy, which enables the UAV to start from the last patrol of the current tower after the last patrol of the current tower is completed. Check the waypoint to fly along a straight line to the starting inspection waypoint of the next tower.
  • the obtaining of the flight strategy includes: obtaining a high-altitude flight strategy of a preset height, the preset height being greater than the height of the tower and capable of avoiding obstacles, and the high-altitude flight strategy enabling the UAV to move from the current tower
  • the last patrol waypoint of the patrol rises to the preset height, flies directly above the next tower at the preset height, and then lands to the initial patrol waypoint of the next tower.
  • the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
  • acquiring the starting inspection route point of the next tower includes: acquiring the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two According to the multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
  • the method further includes: acquiring the inspection path of the group where the current tower is located.
  • obtaining the inspection path of the current tower group includes: obtaining the optimization of the current tower group according to the number of the current tower group that needs to be inspected and the flight cost between every two towers Inspection path.
  • the obtaining the inspection path of the group of poles where the current pole is located includes: obtaining the distance that the battery can fly according to the power of the battery, the flight cost between every two poles and towers including the current pole, and the distribution positions of the charging piles.
  • the current inspection path including the current pole and the position of the first landing charging pile after the end of the inspection according to the current inspection path.
  • the flight cost of the last patrol waypoint is the lowest.
  • the method further includes: sending the position of the first landing charging pile to the UAV, so that the UAV will start from the path of the current inspection after completing the inspection according to the current inspection path.
  • the last patrol waypoint of the last pole tower flies to the position of the first landing charging pile for charging.
  • the method further includes: obtaining the starting patrol waypoint of the next pole that needs to be patrolled and with the lowest flight cost from the first landing charging pile position, and sending it to the UAV so that all After the drone is charged, the flight from the first landing charging pile position to the starting patrol waypoint of the next tower that needs to be patrolled with the lowest flying cost away from the first landing charging pile position continues. Inspection.
  • the method further includes: if the number of poles in the tower group where the current pole is located is one, obtaining the second landing charging pile position with the lowest flight cost from the last inspection waypoint of the current pole and tower; and landing the second The position of the charging pile is sent to the UAV, so that the UAV will fly from the last inspection waypoint of the current tower to the second landing after the inspection of the last inspection waypoint of the current tower is completed. Charge at the charging pile position.
  • each tower group includes more than one tower.
  • the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution.
  • the method further includes: receiving a prompt from the drone that the obstacle avoidance and bypass cannot be completed.
  • Figure 9 is a schematic structural diagram of an embodiment of the drone of the present application. It should be noted that the drone of this embodiment can perform the steps in the above-mentioned method for inspection of the poles and towers applied to the drone, and the related content For a detailed description, please refer to the relevant content of the above-mentioned tower inspection method applied to UAVs, which will not be repeated here.
  • the drone 100 includes a memory 1 and a processor 2, and the memory 1 and the processor 2 are connected by a bus.
  • the processor 2 may be a micro control unit, a central processing unit or a digital signal processor, etc.
  • the memory 1 can be a Flash chip, a read-only memory, a magnetic disk, an optical disk, a U disk, or a mobile hard disk, etc.
  • the memory 1 is used to store a computer program; the processor 2 is used to execute the computer program and, when the computer program is executed, implement the following steps:
  • the processor when the processor executes the computer program, it implements the following steps: acquire a straight-line flight strategy; after patrolling the last patrol waypoint for the current tower, follow the straight-line flight strategy from the last patrol of the current tower One patrol waypoint flies in a straight line to the starting patrol waypoint of the next tower.
  • the processor executes the computer program, it implements the following steps: if an obstacle is detected during a straight flight, it will avoid the obstacle by avoiding the obstacle and arrive at the start of the next tower. Begin to patrol the waypoints.
  • the processor executes the computer program, the following steps are implemented: obtaining a high-altitude flight strategy with a preset height, the preset height being greater than the height of the tower and being able to avoid obstacles; according to the high-altitude flight strategy, Ascend from the last inspection waypoint of the current tower to the preset height, fly to directly above the next tower under the preset altitude, and then land to the initial inspection waypoint of the next tower.
  • the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
  • the processor executes the computer program, the following steps are implemented: obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two According to the multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
  • the processor when the processor executes the computer program, it implements the following steps: obtaining the inspection path of the group of poles where the current pole is located.
  • the processor executes the computer program, the following steps are implemented: according to the number of poles that need to be inspected in the current pole and tower group and the flight cost between every two poles, obtain the maximum value of the current pole and tower group. Optimize the inspection path.
  • the processor when the processor executes the computer program, it implements the following steps: according to the distance that the battery can fly, the flight cost between every two poles including the current pole, and the distribution position of the charging piles, Obtain the current inspection path including the current pole and the first landing charging pile position after the end of the inspection according to the current inspection path, and the first landing charging pile position is away from the last pole tower in the current inspection path The flight cost of the last patrol waypoint is the lowest.
  • the processor when the processor executes the computer program, it implements the following steps: after completing the inspection according to the current inspection path, fly from the last inspection waypoint of the last pole of the current inspection path to the station. Charge at the first landing position of the charging pile.
  • the processor when the processor executes the computer program, it implements the following steps: after the charging is completed, obtain the initial inspection of the next pole tower that has the lowest flight cost from the first landing position of the charging pile and needs to be inspected Waypoint; fly from the first landing charging pile position to the starting patrol waypoint of the next tower to continue the patrol inspection.
  • the processor executes the computer program, the following steps are implemented: if the number of poles in the tower group where the current pole is located is one, after the last patrol for the current pole and tower is completed, the current The last patrol waypoint of the pole tower flies to the second landing charging pile position with the lowest flight cost from the last patrol waypoint of the current pole tower for charging.
  • the processor executes the computer program, the following steps are realized: according to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into Multiple tower groups, each tower group includes more than one tower.
  • the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution.
  • an environment map is constructed from the observation data of the sensor; if an obstacle is encountered in the environment map, an obstacle avoidance algorithm is used to actively Avoid the obstacles and resume straight flight to reach the starting patrol waypoint of the next tower.
  • the senor includes at least one of laser radar, millimeter wave radar or vision sensor.
  • the obstacle avoidance algorithm includes A star algorithm and dynamic window algorithm.
  • the processor executes the computer program, the following steps are implemented: if the obstacle avoidance bypass cannot be completed, the obstacle avoidance bypass is stopped and a prompt is issued.
  • Figure 10 is a schematic structural diagram of an embodiment of the control device of the present application. It should be noted that the control device of this embodiment can execute the steps in the above-mentioned pole and tower inspection method applied to the control end, and a detailed description of the relevant content, Please refer to the related content of the above-mentioned pole and tower inspection method applied to the control end, which will not be repeated here.
  • the control device 200 includes a memory 10 and a processor 20, and the memory 10 and the processor 20 are connected by a bus.
  • the processor 20 may be a micro control unit, a central processing unit, or a digital signal processor, and so on.
  • the memory 10 may be a Flash chip, a read-only memory, a magnetic disk, an optical disk, a U disk, or a mobile hard disk, etc.
  • the memory 10 is used to store a computer program; the processor 20 is used to execute the computer program and, when the computer program is executed, implement the following steps:
  • the processor when the processor executes the computer program, it implements the following steps: obtain a straight-line flight strategy, the straight-line flight strategy can enable the UAV to patrol the last patrol waypoint for the current tower , Fly in a straight line from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower.
  • the processor executes the computer program, the following steps are realized: obtaining a high-altitude flight strategy of a preset height, the preset height is greater than the height of the pole and tower and obstacles can be avoided, and the high-altitude flight strategy can enable The drone rises from the last patrol point of the current tower to the preset height, flies at the preset height to directly above the next tower, and then lands to the beginning of the next tower Patrol waypoints.
  • the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
  • the processor executes the computer program, the following steps are implemented: obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two According to the multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
  • the processor when the processor executes the computer program, it implements the following steps: obtaining the inspection path of the group of poles where the current pole is located.
  • the processor executes the computer program, the following steps are implemented: according to the number of poles that need to be inspected in the current pole and tower group and the flight cost between every two poles, obtain the maximum value of the current pole and tower group. Optimize the inspection path.
  • the processor when the processor executes the computer program, it implements the following steps: according to the distance that the battery can fly, the flight cost between every two poles including the current pole, and the distribution position of the charging piles, Obtain the current inspection path including the current pole and the first landing charging pile position after the end of the inspection according to the current inspection path, and the first landing charging pile position is away from the last pole tower in the current inspection path The flight cost of the last patrol waypoint is the lowest.
  • the processor executes the computer program, it implements the following steps: sending the position of the first landing charging post to the drone, so that the drone is patrolled according to the current inspection path. After the end, fly from the last patrol waypoint of the last pole tower of this patrol path to the position of the first landing charging pile for charging.
  • the processor when the processor executes the computer program, it implements the following steps: obtain the starting inspection waypoint of the next pole tower that needs to be inspected and has the lowest flight cost from the first landing position of the charging pile, and Send to the drone to make the drone fly from the position of the first landing charging pile to the next one with the lowest flying cost and requiring patrol inspection from the position of the first landing charging pile.
  • the starting patrol waypoint of the tower continues to be patrolled.
  • the processor implements the following steps when executing the computer program: if the number of poles in the tower group where the current pole is located is one, obtain the second landing with the lowest flight cost from the last patrol waypoint of the current pole tower The position of the charging pile; the second landing position of the charging pile is sent to the UAV, so that the UAV will start from the last patrol of the current tower after the inspection of the last patrol point of the current tower is completed. Fly to the location of the second landing charging pile for charging.
  • the processor executes the computer program, the following steps are realized: according to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into Multiple tower groups, each tower group includes more than one tower.
  • the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution.
  • FIG. 11 is a schematic structural diagram of an embodiment of a pole-tower inspection system according to the present application.
  • the pole-tower inspection system 300 includes the unmanned aerial vehicle 100 as described in any one of the preceding items and the control device 200 as described in any one of the preceding items .
  • the relevant content please refer to the relevant content of the above-mentioned drone and the relevant content of the control device, which will not be repeated here.
  • the present application also provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes any of the above-mentioned poles applied to drones Inspection method.
  • the relevant content please refer to the relevant content section above, which will not be repeated here.
  • the computer-readable storage medium may be an internal storage unit of the aforementioned drone, such as a hard disk or a memory.
  • the computer-readable storage medium may also be an external storage device, such as an equipped plug-in hard disk, a smart memory card, a secure digital card, a flash memory card, and so on.
  • the present application also provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor implements any of the above items applied to the control end of the tower inspection method.
  • the relevant content please refer to the relevant content section above, which will not be repeated here.
  • the computer-readable storage medium may be an internal storage unit of the aforementioned control device, such as a hard disk or a memory.
  • the computer-readable storage medium may also be an external storage device, such as an equipped plug-in hard disk, a smart memory card, a secure digital card, a flash memory card, and so on.

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Abstract

An inspection method for poles and towers, and an unmanned aerial vehicle (100), a control apparatus (200), an inspection system (300) and a computer-readable storage medium. The method comprises: acquiring a starting inspection waypoint of the next pole and tower (A, B, C, D) (S101); acquiring a flight policy, and after completing the inspection of the last inspection waypoint for the current pole and tower (A, B, C, D), flying, according to the flight policy, from the last inspection waypoint of the current pole and tower (A, B, C, D) to the starting inspection waypoint of the next pole and tower (A, B, C, D) (S102); and at the next pole and tower (A, B, C, D) and starting from the starting inspection waypoint, performing inspection on a plurality of inspection waypoints that include the starting inspection waypoint (S103). Inspection tasks between a plurality of poles and towers (A, B, C, D) are coherently executed, thereby improving the inspection efficiency.

Description

杆塔巡检方法、无人机、控制装置、系统及存储介质Tower inspection method, unmanned aerial vehicle, control device, system and storage medium 技术领域Technical field
本申请涉及巡检技术领域,尤其涉及一种杆塔巡检方法、无人机、控制装置、系统及存储介质。This application relates to the field of inspection technology, and in particular to a pole tower inspection method, unmanned aerial vehicle, control device, system, and storage medium.
背景技术Background technique
在行业应用中,电力巡检是一个具有很大市场需求的应用场景,利用无人机自主飞行技术可以极大地提高巡检效率。In industry applications, power inspection is an application scenario with great market demand. Using drone autonomous flight technology can greatly improve inspection efficiency.
现有的电力巡检过程是:对每个需要巡检的杆塔进行巡检施教,然后无人机根据施教内容进行飞行并采集照片。巡检施教具体包括:电力巡检人员控制无人机飞行,并在合适的位置悬停,拍摄用来故障诊断的照片,无人机记录当前的位置信息和照片信息。The current electric power inspection process is: inspect and teach each tower that needs to be inspected, and then the drone will fly according to the teaching content and collect photos. The patrol instruction specifically includes: power patrol personnel control the drone to fly, hover in a suitable position, take photos for fault diagnosis, and the drone records the current location information and photo information.
但是,现有的无人机电力巡检方案只针对单个杆塔,多个杆塔之间无连接。However, the existing UAV power inspection program is only for a single tower, and there is no connection between multiple towers.
发明内容Summary of the invention
基于此,本申请提供一种杆塔巡检方法、无人机、控制装置、系统及存储介质。Based on this, this application provides a pole tower inspection method, unmanned aerial vehicle, control device, system, and storage medium.
第一方面,本申请提供了一种杆塔巡检方法,应用于无人机,所述方法包括:In the first aspect, this application provides a pole tower inspection method, which is applied to an unmanned aerial vehicle, and the method includes:
获取下一个杆塔的起始巡检航点;Get the starting patrol waypoint of the next tower;
获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;Acquire the flight strategy, and after the last inspection waypoint of the current tower is completed, fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy;
在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。At the next tower, inspections are performed on multiple inspection waypoints including the initial inspection waypoint starting from the initial inspection waypoint.
第二方面,本申请提供了一种杆塔巡检方法,应用于控制端,所述方法包 括:In the second aspect, the present application provides a pole tower inspection method, which is applied to the control end, and the method includes:
获取下一个杆塔的起始巡检航点,并将所述下一个杆塔的起始巡检航点向无人机发送;Acquire the starting inspection waypoint of the next tower, and send the starting inspection waypoint of the next tower to the drone;
获取飞行策略,并将所述飞行策略向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,并在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Obtain the flight strategy, and send the flight strategy to the UAV, so that the UAV will start from the last inspection waypoint of the current tower according to the flight strategy after the inspection of the last inspection waypoint of the current tower is completed. One patrol waypoint flies to the starting patrol waypoint of the next tower, and starts from the starting patrol pat Inspect the waypoints for inspection.
第三方面,本申请提供了一种无人机,包括:存储器和处理器;In the third aspect, this application provides an unmanned aerial vehicle, including: a memory and a processor;
所述存储器用于存储计算机程序;The memory is used to store a computer program;
所述处理器用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The processor is used to execute the computer program and when executing the computer program, implement the following steps:
获取下一个杆塔的起始巡检航点;Get the starting patrol waypoint of the next tower;
获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;Acquire the flight strategy, and after the last inspection waypoint of the current tower is completed, fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy;
在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。At the next tower, inspections are performed on multiple inspection waypoints including the initial inspection waypoint starting from the initial inspection waypoint.
第四方面,本申请提供了一种控制装置,包括:存储器和处理器;In a fourth aspect, the present application provides a control device, including: a memory and a processor;
所述存储器用于存储计算机程序;The memory is used to store a computer program;
所述处理器用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The processor is used to execute the computer program and when executing the computer program, implement the following steps:
获取下一个杆塔的起始巡检航点,并将所述下一个杆塔的起始巡检航点向无人机发送;Acquire the starting inspection waypoint of the next tower, and send the starting inspection waypoint of the next tower to the drone;
获取飞行策略,并将所述飞行策略向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,并在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Obtain the flight strategy, and send the flight strategy to the UAV, so that the UAV will start from the last inspection waypoint of the current tower according to the flight strategy after the inspection of the last inspection waypoint of the current tower is completed. One patrol waypoint flies to the starting patrol waypoint of the next tower, and starts from the starting patrol pat Inspect the waypoints for inspection.
第五方面,本申请提供了一种杆塔巡检系统,所述杆塔巡检系统包括如上 所述的无人机和如上所述的控制装置。In a fifth aspect, the present application provides a pole-tower inspection system, the pole-tower inspection system including the above-mentioned UAV and the above-mentioned control device.
第六方面,本申请提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现如上第一方面所述的杆塔巡检方法。In a sixth aspect, the present application provides a computer-readable storage medium that stores a computer program, and when the computer program is executed by a processor, the processor realizes the process described in the first aspect above. Pole tower inspection method.
第七方面,本申请提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现如上第二方面所述的杆塔巡检方法。In a seventh aspect, the present application provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes the above-mentioned second aspect Pole tower inspection method.
本申请实施例提供了一种杆塔巡检方法、无人机、控制装置、系统及存储介质,获取下一个杆塔的起始巡检航点;获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。由于在针对当前杆塔的最后一个巡检航点巡检完毕后,按照获取的飞行策略从当前杆塔的最后一个巡检航点飞到获取的下一个杆塔的起始巡检航点;在下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检;相比于现有巡检只是针对单个杆塔,对每个需要巡检的杆塔一个一个的单独进行巡检,本申请能够连续巡检多个杆塔,使多个杆塔之间的巡检连接起来,使多个杆塔之间的巡检任务连贯执行,从而能够大大提高杆塔巡检的效率。The embodiment of the application provides a pole tower inspection method, unmanned aerial vehicle, control device, system, and storage medium to obtain the starting inspection waypoint of the next tower; to obtain the flight strategy, in the last inspection of the current tower After the waypoint inspection is completed, fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy; at the next tower, start from the starting inspection waypoint Start to conduct inspections on multiple inspection waypoints including the initial inspection waypoint. Since the last inspection waypoint for the current tower is completed, the flight strategy will be followed from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower acquired; at the next tower. Starting from the starting patrol waypoint, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint; compared with the existing patrol only for a single tower, each need to be patrolled The inspected poles and towers are inspected individually. This application can continuously inspect multiple poles and towers to connect the inspections between multiple poles and towers, so that the inspection tasks between multiple poles and towers can be performed continuously, which can greatly improve The efficiency of the tower inspection.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本申请。It should be understood that the above general description and the following detailed description are only exemplary and explanatory, and cannot limit the application.
附图说明Description of the drawings
为了更清楚地说明本申请实施例技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to explain the technical solutions of the embodiments of the present application more clearly, the following will briefly introduce the drawings used in the description of the embodiments. Obviously, the drawings in the following description are some embodiments of the present application. Ordinary technicians can obtain other drawings based on these drawings without creative work.
图1是本申请杆塔巡检方法一实施例的流程示意图;Fig. 1 is a schematic flow chart of an embodiment of a pole tower inspection method according to the present application;
图2是本申请杆塔巡检方法另一实施例的流程示意图;2 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application;
图3是本申请杆塔巡检方法中避障绕行一实施例的示意图;FIG. 3 is a schematic diagram of an embodiment of obstacle avoidance and bypassing in the pole tower inspection method of the present application;
图4是本申请杆塔巡检方法又一实施例的流程示意图;4 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application;
图5是本申请杆塔巡检方法中高空飞行一实施例的示意图;FIG. 5 is a schematic diagram of an embodiment of high-altitude flight in the pole tower inspection method of the present application;
图6是本申请杆塔巡检方法又一实施例的流程示意图;FIG. 6 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application;
图7是本申请杆塔巡检方法中规划最优巡检路径一实施例的示意图;FIG. 7 is a schematic diagram of an embodiment of planning an optimal inspection path in the pole tower inspection method of the present application;
图8是本申请杆塔巡检方法又一实施例的流程示意图;FIG. 8 is a schematic flowchart of another embodiment of the pole tower inspection method according to the present application;
图9是本申请无人机一实施例的结构示意图;FIG. 9 is a schematic structural diagram of an embodiment of the drone of the present application;
图10是本申请控制装置一实施例的结构示意图;Fig. 10 is a schematic structural diagram of an embodiment of a control device of the present application;
图11是本申请杆塔巡检系统一实施例的结构示意图。FIG. 11 is a schematic structural diagram of an embodiment of the pole and tower inspection system of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, rather than all of them. Based on the embodiments in this application, all other embodiments obtained by a person of ordinary skill in the art without creative work shall fall within the protection scope of this application.
附图中所示的流程图仅是示例说明,不是必须包括所有的内容和操作/步骤,也不是必须按所描述的顺序执行。例如,有的操作/步骤还可以分解、组合或部分合并,因此实际执行的顺序有可能根据实际情况改变。The flowchart shown in the drawings is only an example, and does not necessarily include all contents and operations/steps, nor does it have to be executed in the described order. For example, some operations/steps can also be decomposed, combined or partially combined, so the actual execution order may be changed according to actual conditions.
在行业应用中,现有的电力巡检过程是:对每个需要巡检的杆塔进行巡检施教,然后无人机根据施教内容进行飞行并采集照片。但是,现有的无人机电力巡检方案只针对单个杆塔,多个杆塔之间无连接。In industry applications, the existing power inspection process is: patrol and teach each tower that needs to be inspected, and then the drone will fly according to the teaching content and collect photos. However, the existing UAV power inspection program is only for a single tower, and there is no connection between multiple towers.
本申请实施例获取下一个杆塔的起始巡检航点;获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。由于在针对当前杆塔的最后一个巡检航点巡检完毕后,按照获取的飞行策略从当前杆塔的最后一个巡检航点飞到获取的下一个杆塔的起始巡检航点;在下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检;相比于现有巡检只是针对单个杆塔,对每个需要巡检的杆塔一个一 个的单独进行巡检,本申请能够连续巡检多个杆塔,使多个杆塔之间的巡检连接起来,使多个杆塔之间的巡检任务连贯执行,自动完成批量巡检,从而能够大大提高杆塔巡检的效率。The embodiment of the application obtains the starting inspection waypoint of the next tower; obtains the flight strategy, and after the inspection of the last inspection waypoint for the current tower is completed, the flight strategy is followed from the last inspection waypoint of the current tower. Point to fly to the starting patrol waypoint of the next tower; start from the starting patrol waypoint on the next tower for multiple patrol waypoints including the starting patrol waypoint Inspection. Since the last inspection waypoint for the current tower is completed, the flight strategy will be followed from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower acquired; at the next tower. Starting from the starting patrol waypoint, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint; compared with the existing patrol only for a single tower, each need to be patrolled The inspected poles and towers are inspected one by one individually. This application can continuously inspect multiple poles and towers to connect the inspections between multiple poles and towers, so that the inspection tasks between multiple poles and towers can be executed continuously, and batch inspections are automatically completed. Inspection, which can greatly improve the efficiency of pole tower inspection.
下面结合附图,对本申请的一些实施方式作详细说明。在不冲突的情况下,下述的实施例及实施例中的特征可以相互组合。Hereinafter, some embodiments of the present application will be described in detail with reference to the accompanying drawings. In the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
参见图1,图1是本申请杆塔巡检方法一实施例的流程示意图,本实施例的方法应用于无人机,所述方法包括:Referring to Fig. 1, Fig. 1 is a schematic flowchart of an embodiment of a tower inspection method according to the present application. The method of this embodiment is applied to an unmanned aerial vehicle, and the method includes:
步骤S101:获取下一个杆塔的起始巡检航点。Step S101: Obtain the starting patrol waypoint of the next tower.
步骤S102:获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点。Step S102: Obtain the flight strategy. After the last inspection waypoint of the current tower is completed, fly from the last inspection waypoint of the current tower to the start inspection waypoint of the next tower according to the flight strategy. .
步骤S103:在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Step S103: starting from the starting patrol waypoint on the next tower, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint.
在本实施例中,步骤S101中获取下一个杆塔的起始巡检航点和步骤S102中获取飞行策略可以是无人机从自身来源获取,即无人机预先确定好下一个杆塔的起始巡检航点、预先确定好飞行策略;也可以是从控制装置获取,即控制装置将确定好的下一个杆塔的起始巡检航点、确定好的飞行策略发送给无人机,无人机接收控制装置发送的下一个杆塔的起始巡检航点、飞行策略(可以参见后面应用于控制端的方法部分)。In this embodiment, the acquisition of the starting patrol waypoint of the next tower in step S101 and the acquisition of the flight strategy in step S102 can be obtained by the drone from its own source, that is, the drone has pre-determined the start of the next tower Inspection waypoints and pre-determined flight strategy; it can also be obtained from the control device, that is, the control device sends the determined starting inspection waypoint of the next tower and the determined flight strategy to the UAV. The aircraft receives the initial patrol waypoint and flight strategy of the next tower sent by the control device (see the method applied to the control terminal later).
一个杆塔通常包括多个巡检航点,起始巡检航点可以是一个杆塔最先开始的巡检航点,最后一个巡检航点可以是一个杆塔最后开始的巡检航点,当最后一个巡检航点巡检结束,该杆塔的巡检结束。A tower usually includes multiple inspection waypoints. The initial inspection waypoint can be the first inspection waypoint of a tower, and the last inspection waypoint can be the last inspection waypoint of a tower. The patrol inspection of one patrol waypoint is finished, and the patrol inspection of the tower is finished.
飞行策略可以是从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点的飞行方案。The flight strategy can be a flight plan from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower.
对杆塔进行巡检的时候通常是从杆塔的起始巡检航点开始巡检,起始巡检航点巡检完毕后,再对下一个巡检航点进行巡检,直到最后一个巡检航点巡检结束,那么这个杆塔的巡检结束,紧接着飞到下一个杆塔的起始巡检航点,这样可以马上从下一个杆塔的起始巡检航点开始对下一个杆塔进行巡检,能够提高巡检效率。When the pole tower is inspected, the inspection usually starts from the initial inspection waypoint of the tower. After the initial inspection waypoint is completed, the next inspection waypoint is inspected until the last inspection. After the waypoint inspection is over, then the inspection of this tower is over, and then fly to the starting inspection waypoint of the next tower, so that you can immediately start the inspection of the next tower from the starting inspection waypoint of the next tower. Inspection can improve the efficiency of inspection.
本申请实施例获取下一个杆塔的起始巡检航点;获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。由于在针对当前杆塔的最后一个巡检航点巡检完毕后,按照获取的飞行策略从当前杆塔的最后一个巡检航点飞到获取的下一个杆塔的起始巡检航点;在下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检;相比于现有巡检只是针对单个杆塔,对每个需要巡检的杆塔一个一个的单独进行巡检,本申请能够连续巡检多个杆塔,使多个杆塔之间的巡检连接起来,使多个杆塔之间的巡检任务连贯执行,自动完成批量巡检,从而能够大大提高杆塔巡检的效率。The embodiment of the application obtains the starting inspection waypoint of the next tower; obtains the flight strategy, and after the inspection of the last inspection waypoint for the current tower is completed, the flight strategy is followed from the last inspection waypoint of the current tower. Point to fly to the starting patrol waypoint of the next tower; start from the starting patrol waypoint on the next tower for multiple patrol waypoints including the starting patrol waypoint Inspection. Since the last inspection waypoint for the current tower is completed, the flight strategy will be followed from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower acquired; at the next tower. Starting from the starting patrol waypoint, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint; compared with the existing patrol only for a single tower, each need to be patrolled The inspected poles and towers are inspected one by one individually. This application can continuously inspect multiple poles and towers to connect the inspections between multiple poles and towers, so that the inspection tasks between multiple poles and towers can be executed continuously, and batch inspections are automatically completed. Inspection, which can greatly improve the efficiency of the tower inspection.
下面详细说明步骤S102的具体内容。The specific content of step S102 is described in detail below.
参见图2,两点之间直线最短,在一实施例中,采用直线飞行策略,即步骤S102中,所述获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,可以包括:子步骤S102A1和子步骤S102A2。Referring to Figure 2, the straight line between the two points is the shortest. In one embodiment, a straight-line flight strategy is adopted, that is, in step S102, the flight strategy is acquired. The flight strategy flying from the last inspection waypoint of the current tower to the initial inspection waypoint of the next tower may include: sub-step S102A1 and sub-step S102A2.
子步骤S102A1:获取直线飞行策略。Sub-step S102A1: Obtain a straight-line flight strategy.
子步骤S102A2:在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述直线飞行策略从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。Sub-step S102A2: After the last inspection waypoint of the current tower is completed, follow the straight line flight strategy from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower. .
由于两点之间直线最短,采用直线飞行策略,能够尽可能减少飞行距离,缩短飞行时间,节约飞行成本,且提高巡检效率。Since the straight line between two points is the shortest, the straight-line flight strategy can reduce the flight distance as much as possible, shorten the flight time, save the flight cost, and improve the inspection efficiency.
沿直线飞行,在飞行路径上有可能遇到障碍物,因此所述方法还可以包括:若沿直线飞行过程中检测到障碍物,则通过避障绕行的方式避开所述障碍物而到达下一个杆塔的起始巡检航点。When flying in a straight line, obstacles may be encountered on the flight path. Therefore, the method may further include: if an obstacle is detected in the process of flying in a straight line, avoiding the obstacle by avoiding the obstacle to reach the destination. The starting patrol waypoint of the next tower.
无人机避障实质是利用避障算法对无人机飞行过程中路径的规划,根据无人机对飞行环境是否可知,避障算法大致分为两类:全局路径规划与局部路径规划,选择避障算法时,不仅仅要考虑算法有效性,还要考虑无人机自身的物理性能。全局路径规划属于静态规划,是无人机在运动前已知飞行的所有环境 信息,根据飞行路径上的障碍物信息,给出一条从出发位置到目标位置的安全路径;当然也可以预先规划绕障,根据预先存储的航线绕开。局部路径规划属于动态规划,是无人机飞行前对于飞行环境位置或局部位置,无人机在飞行过程中根据检测传感器实时获取路径上的障碍物信息实时计算路径,局部路径规划计算量偏小,实时性较好。在实际应用中,可以根据需要巡检的杆塔周围的环境,灵活选择全局路径规划的算法与局部路径规划的算法,也可以将两者结合起来用于避障。The essence of UAV obstacle avoidance is to use the obstacle avoidance algorithm to plan the path during the flight of the UAV. According to whether the UAV knows the flight environment, the obstacle avoidance algorithm can be roughly divided into two categories: global path planning and local path planning, selection When avoiding obstacles, not only the effectiveness of the algorithm must be considered, but also the physical performance of the UAV itself. Global path planning belongs to static planning. It is all the environmental information that the UAV knows to fly before moving. According to the obstacle information on the flight path, a safe path from the starting position to the target position is given; of course, it can also be planned in advance. Obstacles are bypassed according to the pre-stored route. Local path planning belongs to dynamic planning. It refers to the location of the flying environment or local location of the UAV before the flight. The UAV calculates the path in real time according to the detection sensor to obtain the obstacle information on the path in real time during the flight. The calculation amount of the local path planning is too small. , Real-time performance is better. In practical applications, the global path planning algorithm and the local path planning algorithm can be flexibly selected according to the environment around the tower to be inspected, or the two can be combined for obstacle avoidance.
本实施例在沿直线飞行过程中检测到障碍物时通过避障绕行的方式可以避开障碍物(例如树枝、鸟类、其他不明物体,等等),能够保证飞行的安全性。In this embodiment, obstacles (such as tree branches, birds, other unknown objects, etc.) can be avoided by avoiding obstacles when an obstacle is detected during a straight flight, and can ensure the safety of flight.
例如,参见图3,图中两个五角星符号分别代表当前杆塔的最后一个巡检航点A、下一个杆塔的起始巡检航点B,图中十字形符号代表沿直线AB飞行过程中检测到的障碍物C;通过避障绕行的方式AD-DB避开所述障碍物。For example, see Figure 3. The two five-pointed star symbols in the figure represent the last patrol waypoint A of the current tower and the starting patrol waypoint B of the next tower. The cross-shaped symbol in the figure represents the process of flying along the straight line AB. Detected obstacle C; AD-DB avoids the obstacle by avoiding obstacles.
进一步,所述若沿直线飞行过程中检测到障碍物,则通过避障绕行的方式避开所述障碍物而到达下一个杆塔的起始巡检航点,还可以包括:Further, if an obstacle is detected during the flight along a straight line, avoiding the obstacle by avoiding the obstacle and reaching the starting patrol waypoint of the next tower may also include:
A、沿直线飞行过程中,通过传感器的观测数据构建环境地图。A. During the flight along a straight line, the environment map is constructed through the observation data of the sensor.
B、若在所述环境地图中遇到障碍物,使用避障算法主动避开所述障碍物并恢复直线飞行到达下一个杆塔的起始巡检航点。B. If an obstacle is encountered in the environment map, the obstacle avoidance algorithm is used to actively avoid the obstacle and resume straight flight to the starting inspection waypoint of the next tower.
本实施例通过传感器的观测数据构建环境地图,这能够掌握更加完全的环境信息,在使用避障算法主动避开所述障碍物时,能够使无人机更加准确避开障碍物。In this embodiment, the environment map is constructed by the observation data of the sensor, which can grasp more complete environmental information, and when the obstacle avoidance algorithm is used to actively avoid the obstacle, the UAV can avoid the obstacle more accurately.
其中,所述传感器包括激光雷达、毫米波雷达或视觉传感器中的至少一种。Wherein, the sensor includes at least one of laser radar, millimeter wave radar or vision sensor.
其中,所述避障算法包括A星算法和动态窗口算法。Wherein, the obstacle avoidance algorithm includes A star algorithm and dynamic window algorithm.
A星算法是比较流行的启发式搜索算法之一,被广泛应用于路径优化领域;它的独特之处是检查最短路径中每个可能的节点时引入全局信息,对当前节点距终点的距离做出估计,并作为评价该节点处于最短路线上的可能性的量度。动态窗口算法(Dynamic Window Approach,DWA))是重要的局部轨迹规划算法,能够获得很好的局部路径规划的效果。The A-star algorithm is one of the more popular heuristic search algorithms and is widely used in the field of path optimization; its unique feature is that it introduces global information when inspecting each possible node in the shortest path, and does a calculation of the distance between the current node and the end point. An estimate is made and used as a measure to evaluate the possibility that the node is on the shortest path. The dynamic window algorithm (Dynamic Window Approach, DWA) is an important local trajectory planning algorithm, which can obtain a good local path planning effect.
当无人机遇到航线上的电线杆、斜拉电线、小树等小面积的障碍物时可以 通过避障绕行的方式避开所述障碍物。在无法完成避障绕行的情况下,所述方法还包括:若无法完成避障绕行,则停止避障绕行并发出提示,这样比较简单安全。When the drone encounters small-area obstacles such as telegraph poles, cable-stayed wires, and small trees on the route, it can avoid the obstacles by avoiding the obstacles. In the case that the obstacle avoidance detour cannot be completed, the method further includes: if the obstacle avoidance detour cannot be completed, stopping the obstacle avoidance detour and issuing a prompt, which is relatively simple and safe.
参见图4,在另一实施例中,由于高空中是完全空旷的,障碍物出现的概率极小,可以直接在高空飞行,直接避开障碍物,特别是如果地形太复杂,直线飞行路径中障碍物太多的时候,步骤S102中,所述获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,还可以包括:子步骤S102B1和子步骤S102B2。Referring to Fig. 4, in another embodiment, since the high altitude is completely empty, the probability of obstacles appearing is extremely small. You can fly directly at high altitude and avoid obstacles directly, especially if the terrain is too complicated and the flight path is straight. When there are too many obstacles, in step S102, the flight strategy is acquired, and after the last inspection waypoint of the current tower is completed, the flight strategy is followed to fly from the last inspection waypoint of the current tower to The starting patrol waypoint of the next tower may also include: sub-step S102B1 and sub-step S102B2.
子步骤S102B1:获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物。Sub-step S102B1: Obtain a high-altitude flight strategy of a preset height, where the preset height is greater than the height of the tower and can avoid obstacles.
子步骤S102B2:按照所述高空飞行策略,从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。Sub-step S102B2: According to the high-altitude flight strategy, ascend from the last patrol waypoint of the current tower to the preset height, fly at the preset height to directly above the next tower, and then land on the The starting patrol waypoint of the next tower.
本实施例中,使无人机直接在高空飞行,使无人机从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。通过这种方式,能够直接避开障碍物,特别是如果地形太复杂,直线飞行路径中障碍物太多的时候,能够保证飞行的安全性。In this embodiment, the drone is made to fly directly at high altitude, so that the drone rises from the last patrol waypoint of the current tower to the preset height, and then flies to the front of the next tower at the preset height. And then land to the starting patrol waypoint of the next tower. In this way, obstacles can be avoided directly, especially if the terrain is too complicated and there are too many obstacles in the straight flight path, the safety of the flight can be ensured.
例如,参见图5,在当前杆塔1的最后一个巡检航点(即当前杆塔1的巡检终点)巡检完成后,先上升到120m高空,然后在120m高空飞行到达下一个杆塔2的正上方,然后降落到达下一个杆塔2的巡检起点。For example, referring to Figure 5, after the inspection is completed at the last inspection waypoint of the current tower 1 (that is, the inspection end point of the current tower 1), first ascend to an altitude of 120m, and then fly at an altitude of 120m to reach the front of the next tower 2. Go up, and then land to reach the starting point of the inspection of the next tower 2.
其中,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。Wherein, the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
下面具体说明步骤S101相关的详细内容。The detailed content related to step S101 is specifically described below.
参见图6,在一实施例中,杆塔预先划分为杆塔组,每个杆塔组包括两个以上的杆塔。例如当杆塔周围环境比较空旷的时候,地形不复杂的时候,等等,可以将两个以上的杆塔划分为一个杆塔组;此时,步骤S101,所述获取下一个杆塔的起始巡检航点,可以包括:子步骤S1011和子步骤S1012。Referring to FIG. 6, in one embodiment, the poles and towers are pre-divided into pole and tower groups, and each pole and tower group includes more than two poles and towers. For example, when the surrounding environment of the tower is relatively empty, when the terrain is not complicated, etc., more than two towers can be divided into a tower group; at this time, in step S101, the initial inspection navigation of the next tower is obtained. The point may include: sub-step S1011 and sub-step S1012.
子步骤S1011:根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔。Sub-step S1011: Obtain the next tower according to the inspection path of the tower group where the current tower is located. The inspection path of the tower group where the current tower is located includes more than two towers.
子步骤S1012:根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。Sub-step S1012: According to multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
如果预先没有当前杆塔所在杆塔组的巡检路径,则子步骤S1011所述根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔之前,还可以包括:获取当前杆塔所在杆塔组的巡检路径。If there is no pre-inspection path of the tower group where the current tower is located, the sub-step S1011 according to the inspection path of the tower group where the current tower is located, before acquiring the next tower, may further include: acquiring the inspection path of the tower group where the current tower is located .
在实际应用中,获取当前杆塔所在杆塔组的巡检路径,可以有如下两种方式:In practical applications, there are two ways to obtain the inspection path of the tower group where the current tower is located:
第一种,所述获取当前杆塔所在杆塔组的巡检路径,可以包括:根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。In the first type, acquiring the inspection path of the current tower group may include: obtaining the current tower group according to the number of towers that need to be inspected and the flight cost between every two towers. The most optimized inspection path.
在本实施例中,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径,通过这种方式,能够得到最节省时间的巡检路径,有助于后续批量规划巡检任务。In this embodiment, the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution. According to the number of poles that need to be inspected in the tower group where the current tower is located, and the flight cost between every two towers, obtain the optimal inspection path of the tower group where the current tower is located. In this way, the most time-saving inspection can be obtained. The path is helpful for subsequent batch planning of inspection tasks.
参见图7,假设现在有4个杆塔A、B、C、D需要进行巡检,同时,已知每两个杆塔之间的飞行代价,如考虑飞行距离、飞行危险程度等,当飞行代价越大,则连接边上的数值越大;现在的任务是规划出最优的巡检路径,遍历4个需要巡检的杆塔,同时经过的所有飞行代价和最小。这可以看成是经典的旅行商问题(Travelling Salesman Problem,TSP),可以采用现成的解法,如递归遍历、贪心算法等。Refer to Figure 7. Suppose there are 4 towers A, B, C, and D that need to be inspected. At the same time, the flight cost between each two towers is known, such as the flight distance and the degree of flight danger. When the flight cost is higher Larger, the greater the value on the connecting side; the task now is to plan the optimal inspection path, traverse 4 poles and towers that need to be inspected, and at the same time pass all the flight costs and minimum. This can be regarded as a classic traveling salesman problem (Travelling Salesman Problem, TSP), and ready-made solutions such as recursive traversal and greedy algorithms can be used.
第二种,所述获取当前杆塔所在杆塔组的巡检路径,可以包括:根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。In the second type, the acquisition of the patrol path of the tower group where the current tower is located may include: the distance that the battery can fly according to the power of the battery, the flight cost between every two towers including the current tower, and the distribution of charging piles Position, to obtain the current inspection path including the current pole and tower and the first landing charging pile position after the end of the inspection according to the current inspection path. The flight cost of the last inspection waypoint of a tower is the lowest.
如果巡检的杆塔较多,无人机飞行一次无法巡检完毕,则需要考虑中途配置充电桩为无人机充电。在本实施例中,根据电池的电量所能够飞行的距离、 包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径,同时还获得按照本次巡检路径巡检结束后的第一降落充电桩位置,以便于无人机在本次巡检路径巡中最后一个杆塔的最后一个巡检航点巡检完毕后,能够以最低的飞行代价飞到所述第一降落充电桩位置充电,从而能够减少不必要的飞行成本。If there are many poles and towers to be inspected, and the inspection cannot be completed in one flight of the drone, it is necessary to consider configuring a charging pile to charge the drone in the middle. In this embodiment, according to the distance that the battery can fly, the flight cost between every two towers including the current tower, and the distribution position of the charging piles, the current inspection path including the current tower is obtained. At the same time, it also obtains the first landing charging pile position after the inspection of this inspection path, so that the UAV can inspect the last waypoint of the last tower in the inspection path after the inspection is completed. It can fly to the position of the first landing charging pile for charging at the lowest flight cost, thereby reducing unnecessary flight cost.
其中,所述方法还包括:在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。Wherein, the method further includes: flying from the last inspection waypoint of the last pole tower of the current inspection path to the position of the first landing charging pile for charging after the inspection according to the current inspection path is completed.
例如:如果按照本次巡检路径巡检结束后,剩余电量不足以维持飞到下一个杆塔;或者,如果按照本次巡检路径巡检结束后,剩余电量不足以维持下一个杆塔组的巡检,等等,此时可以从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电,通过这种方式,一方面能够保证飞行的安全性,另一方面也能够保证巡检的效率。For example: if the remaining power is not enough to maintain the flight to the next tower after the inspection according to the current inspection path is completed; or if the remaining power is not enough to maintain the next tower group after the inspection is completed according to the current inspection path At this time, you can fly from the last inspection waypoint of the last pole tower of this inspection path to the first landing charging pile position for charging. In this way, on the one hand, the safety of flight can be ensured On the other hand, it can also ensure the efficiency of inspection.
进一步,所述方法还包括:充电结束后,获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点;从所述第一降落充电桩位置飞到下一个杆塔的起始巡检航点继续进行巡检。Further, the method further includes: after the charging is completed, obtaining the starting patrol route point of the next pole that needs to be patrolled and with the lowest flight cost from the first landing charging pile position; charging from the first landing Fly the pile position to the starting inspection waypoint of the next tower to continue the inspection.
当然,有的杆塔组也可以只包括一个杆塔,例如该杆塔周围地形复杂,或者,该杆塔距离其他杆塔较远,或者该杆塔周围的飞行环境不好,较为恶劣或危险,等等;此时,所述方法还包括:若当前杆塔所在杆塔组中杆塔的数量是一个,则在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置进行充电。Of course, some tower groups can also include only one tower, for example, the terrain around the tower is complicated, or the tower is far away from other towers, or the flying environment around the tower is not good, harsh or dangerous, etc.; at this time; , The method further includes: if the number of poles in the tower group where the current pole is located is one, after the last patrol waypoint for the current pole tower is completed, fly from the last patrol waypoint of the current pole to the distance The last patrol waypoint of the current tower is the second landing charging pile position with the lowest flight cost for charging.
如果预先没有分组,步骤S101,所述获取下一个杆塔的起始巡检航点之前,还可以包括:根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。If there is no grouping in advance, step S101, before acquiring the starting patrol waypoint of the next tower, it may also include: according to the topographic features of the multiple towers to be inspected and the altitude of each tower , Divide the multiple pole towers into multiple pole tower groups, and each pole tower group includes more than one pole tower.
参见图8,图8是本申请杆塔巡检方法又一实施例的流程示意图,本实施例的方法应用于控制端,需要说明的是,本实施例的方法与上述应用于无人机的方法的内容基本相同,即:控制端也可以实现上述应用于无人机的方法中的 步骤,控制端然后将实施的结果发送给无人机;相关内容的详细说明请参见上述应用于无人机的方法的内容部分,在此不再赘叙。Referring to Fig. 8, Fig. 8 is a schematic flow chart of another embodiment of the pole-tower inspection method of this application. The method of this embodiment is applied to the control end. It should be noted that the method of this embodiment is the same as the above-mentioned method applied to drones The content is basically the same, that is: the control terminal can also implement the steps in the method applied to drones, and the control terminal sends the implementation results to the drone; please refer to the above application to drones for detailed descriptions of related content The content part of the method is not repeated here.
所述方法包括:步骤S201和步骤S202。The method includes: step S201 and step S202.
步骤S201:获取下一个杆塔的起始巡检航点,并将所述下一个杆塔的起始巡检航点向无人机发送。Step S201: Obtain the initial inspection waypoint of the next tower, and send the initial inspection waypoint of the next tower to the drone.
步骤S202:获取飞行策略,并将所述飞行策略向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,并在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Step S202: Obtain a flight strategy, and send the flight strategy to the UAV, so that the UAV will start from the current flight strategy after completing the inspection of the last patrol waypoint for the current tower. The last patrol waypoint of the tower flies to the starting patrol waypoint of the next tower, and starts from the starting patrol waypoint on the next tower, including the starting patrol waypoint. Multiple inspection waypoints for inspection.
其中,所述获取飞行策略,包括:获取直线飞行策略,所述直线飞行策略能够使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞沿直线飞行到下一个杆塔的起始巡检航点。Wherein, the obtaining of the flight strategy includes: obtaining a straight-line flight strategy, which enables the UAV to start from the last patrol of the current tower after the last patrol of the current tower is completed. Check the waypoint to fly along a straight line to the starting inspection waypoint of the next tower.
其中,所述获取飞行策略,包括:获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物,所述高空飞行策略能够使所述无人机从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。Wherein, the obtaining of the flight strategy includes: obtaining a high-altitude flight strategy of a preset height, the preset height being greater than the height of the tower and capable of avoiding obstacles, and the high-altitude flight strategy enabling the UAV to move from the current tower The last patrol waypoint of the patrol rises to the preset height, flies directly above the next tower at the preset height, and then lands to the initial patrol waypoint of the next tower.
其中,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。Wherein, the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
其中,所述获取下一个杆塔的起始巡检航点,包括:根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。Wherein, acquiring the starting inspection route point of the next tower includes: acquiring the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two According to the multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
其中,所述根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔之前,还包括:获取当前杆塔所在杆塔组的巡检路径。Wherein, before obtaining the next tower according to the inspection path of the group where the current tower is located, the method further includes: acquiring the inspection path of the group where the current tower is located.
其中,所述获取当前杆塔所在杆塔组的巡检路径,包括:根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。Wherein, obtaining the inspection path of the current tower group includes: obtaining the optimization of the current tower group according to the number of the current tower group that needs to be inspected and the flight cost between every two towers Inspection path.
其中,所述获取当前杆塔所在杆塔组的巡检路径,包括:根据电池的电量 所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。Wherein, the obtaining the inspection path of the group of poles where the current pole is located includes: obtaining the distance that the battery can fly according to the power of the battery, the flight cost between every two poles and towers including the current pole, and the distribution positions of the charging piles. The current inspection path including the current pole and the position of the first landing charging pile after the end of the inspection according to the current inspection path. The flight cost of the last patrol waypoint is the lowest.
其中,所述方法还包括:将所述第一降落充电桩位置向所述无人机发送,使所述无人机在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。Wherein, the method further includes: sending the position of the first landing charging pile to the UAV, so that the UAV will start from the path of the current inspection after completing the inspection according to the current inspection path. The last patrol waypoint of the last pole tower flies to the position of the first landing charging pile for charging.
其中,所述方法还包括:获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点,并向所述无人机发送,使所述无人机充电结束后,从所述第一降落充电桩位置飞到离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点继续进行巡检。Wherein, the method further includes: obtaining the starting patrol waypoint of the next pole that needs to be patrolled and with the lowest flight cost from the first landing charging pile position, and sending it to the UAV so that all After the drone is charged, the flight from the first landing charging pile position to the starting patrol waypoint of the next tower that needs to be patrolled with the lowest flying cost away from the first landing charging pile position continues. Inspection.
其中,所述方法还包括:若当前杆塔所在杆塔组中杆塔的数量是一个,获取离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置;将所述第二降落充电桩位置向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到所述第二降落充电桩位置进行充电。Wherein, the method further includes: if the number of poles in the tower group where the current pole is located is one, obtaining the second landing charging pile position with the lowest flight cost from the last inspection waypoint of the current pole and tower; and landing the second The position of the charging pile is sent to the UAV, so that the UAV will fly from the last inspection waypoint of the current tower to the second landing after the inspection of the last inspection waypoint of the current tower is completed. Charge at the charging pile position.
其中,所述获取下一个杆塔的起始巡检航点之前,还包括:根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。Wherein, before acquiring the starting inspection route point of the next tower, it also includes: according to the topographic features of the multiple towers to be inspected and the altitude where each tower is located, arranging the multiple towers Divided into multiple tower groups, each tower group includes more than one tower.
其中,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。Wherein, the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution.
其中,所述方法还包括:接收所述无人机发出的无法完成避障绕行的提示。Wherein, the method further includes: receiving a prompt from the drone that the obstacle avoidance and bypass cannot be completed.
参见图9,图9是本申请无人机一实施例的结构示意图,需要说明的是,本实施例的无人机能够执行上述应用于无人机的杆塔巡检方法中的步骤,相关内容的详细说明,请参见上述应用于无人机的杆塔巡检方法的相关内容,在此不再赘叙。Referring to Figure 9, Figure 9 is a schematic structural diagram of an embodiment of the drone of the present application. It should be noted that the drone of this embodiment can perform the steps in the above-mentioned method for inspection of the poles and towers applied to the drone, and the related content For a detailed description, please refer to the relevant content of the above-mentioned tower inspection method applied to UAVs, which will not be repeated here.
该无人机100包括:存储器1和处理器2,存储器1和处理器2通过总线连接。The drone 100 includes a memory 1 and a processor 2, and the memory 1 and the processor 2 are connected by a bus.
其中,处理器2可以是微控制单元、中央处理单元或数字信号处理器,等 等。Wherein, the processor 2 may be a micro control unit, a central processing unit or a digital signal processor, etc.
其中,存储器1可以是Flash芯片、只读存储器、磁盘、光盘、U盘或者移动硬盘等等。Among them, the memory 1 can be a Flash chip, a read-only memory, a magnetic disk, an optical disk, a U disk, or a mobile hard disk, etc.
所述存储器1用于存储计算机程序;所述处理器2用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The memory 1 is used to store a computer program; the processor 2 is used to execute the computer program and, when the computer program is executed, implement the following steps:
获取下一个杆塔的起始巡检航点;获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Acquire the starting inspection waypoint of the next tower; acquire the flight strategy, and after the last inspection waypoint for the current tower is completed, follow the flight strategy to fly from the last inspection waypoint of the current tower to the next The starting patrol waypoint of one tower; starting from the starting patrol waypoint on the next tower, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取直线飞行策略;在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述直线飞行策略从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, it implements the following steps: acquire a straight-line flight strategy; after patrolling the last patrol waypoint for the current tower, follow the straight-line flight strategy from the last patrol of the current tower One patrol waypoint flies in a straight line to the starting patrol waypoint of the next tower.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:若沿直线飞行过程中检测到障碍物,则通过避障绕行的方式避开所述障碍物而到达下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, it implements the following steps: if an obstacle is detected during a straight flight, it will avoid the obstacle by avoiding the obstacle and arrive at the start of the next tower. Begin to patrol the waypoints.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物;按照所述高空飞行策略,从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, the following steps are implemented: obtaining a high-altitude flight strategy with a preset height, the preset height being greater than the height of the tower and being able to avoid obstacles; according to the high-altitude flight strategy, Ascend from the last inspection waypoint of the current tower to the preset height, fly to directly above the next tower under the preset altitude, and then land to the initial inspection waypoint of the next tower.
其中,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。Wherein, the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, the following steps are implemented: obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two According to the multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取当前杆塔所在杆塔组的巡检路径。Wherein, when the processor executes the computer program, it implements the following steps: obtaining the inspection path of the group of poles where the current pole is located.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。Wherein, when the processor executes the computer program, the following steps are implemented: according to the number of poles that need to be inspected in the current pole and tower group and the flight cost between every two poles, obtain the maximum value of the current pole and tower group. Optimize the inspection path.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。Wherein, when the processor executes the computer program, it implements the following steps: according to the distance that the battery can fly, the flight cost between every two poles including the current pole, and the distribution position of the charging piles, Obtain the current inspection path including the current pole and the first landing charging pile position after the end of the inspection according to the current inspection path, and the first landing charging pile position is away from the last pole tower in the current inspection path The flight cost of the last patrol waypoint is the lowest.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。Wherein, when the processor executes the computer program, it implements the following steps: after completing the inspection according to the current inspection path, fly from the last inspection waypoint of the last pole of the current inspection path to the station. Charge at the first landing position of the charging pile.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:充电结束后,获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点;从所述第一降落充电桩位置飞到下一个杆塔的起始巡检航点继续进行巡检。Wherein, when the processor executes the computer program, it implements the following steps: after the charging is completed, obtain the initial inspection of the next pole tower that has the lowest flight cost from the first landing position of the charging pile and needs to be inspected Waypoint; fly from the first landing charging pile position to the starting patrol waypoint of the next tower to continue the patrol inspection.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:若当前杆塔所在杆塔组中杆塔的数量是一个,则在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置进行充电。Wherein, when the processor executes the computer program, the following steps are implemented: if the number of poles in the tower group where the current pole is located is one, after the last patrol for the current pole and tower is completed, the current The last patrol waypoint of the pole tower flies to the second landing charging pile position with the lowest flight cost from the last patrol waypoint of the current pole tower for charging.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。Wherein, when the processor executes the computer program, the following steps are realized: according to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into Multiple tower groups, each tower group includes more than one tower.
其中,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。Wherein, the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:沿直线飞行过程中,通过传感器的观测数据构建环境地图;若在所述环境地图中遇到障碍物,使用避障算法主动避开所述障碍物并恢复直线飞行到达下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, the following steps are implemented: during a straight flight, an environment map is constructed from the observation data of the sensor; if an obstacle is encountered in the environment map, an obstacle avoidance algorithm is used to actively Avoid the obstacles and resume straight flight to reach the starting patrol waypoint of the next tower.
其中,所述传感器包括激光雷达、毫米波雷达或视觉传感器中的至少一种。Wherein, the sensor includes at least one of laser radar, millimeter wave radar or vision sensor.
其中,所述避障算法包括A星算法和动态窗口算法。Wherein, the obstacle avoidance algorithm includes A star algorithm and dynamic window algorithm.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:若无法完成避障绕行,则停止避障绕行并发出提示。Wherein, when the processor executes the computer program, the following steps are implemented: if the obstacle avoidance bypass cannot be completed, the obstacle avoidance bypass is stopped and a prompt is issued.
参见图10,图10是本申请控制装置一实施例的结构示意图,需要说明的是,本实施例的控制装置能够执行上述应用于控制端的杆塔巡检方法中的步骤,相关内容的详细说明,请参见上述应用于控制端的杆塔巡检方法的相关内容,在此不再赘叙。Referring to Figure 10, Figure 10 is a schematic structural diagram of an embodiment of the control device of the present application. It should be noted that the control device of this embodiment can execute the steps in the above-mentioned pole and tower inspection method applied to the control end, and a detailed description of the relevant content, Please refer to the related content of the above-mentioned pole and tower inspection method applied to the control end, which will not be repeated here.
该控制装置200包括:存储器10和处理器20,存储器10和处理器20通过总线连接。The control device 200 includes a memory 10 and a processor 20, and the memory 10 and the processor 20 are connected by a bus.
其中,处理器20可以是微控制单元、中央处理单元或数字信号处理器,等等。Among them, the processor 20 may be a micro control unit, a central processing unit, or a digital signal processor, and so on.
其中,存储器10可以是Flash芯片、只读存储器、磁盘、光盘、U盘或者移动硬盘等等。Among them, the memory 10 may be a Flash chip, a read-only memory, a magnetic disk, an optical disk, a U disk, or a mobile hard disk, etc.
所述存储器10用于存储计算机程序;所述处理器20用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The memory 10 is used to store a computer program; the processor 20 is used to execute the computer program and, when the computer program is executed, implement the following steps:
获取下一个杆塔的起始巡检航点,并将所述下一个杆塔的起始巡检航点向无人机发送;获取飞行策略,并将所述飞行策略向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,并在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Acquire the starting patrol waypoint of the next tower, and send the starting patrol waypoint of the next tower to the drone; acquire the flight strategy, and send the flight strategy to the drone, After the UAV completes the inspection of the last inspection waypoint of the current tower, it will fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy. And, starting from the starting patrol waypoint on the next tower, patrol inspections are performed on multiple patrol waypoints including the starting patrol waypoint.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取直线飞行策略,所述直线飞行策略能够使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, it implements the following steps: obtain a straight-line flight strategy, the straight-line flight strategy can enable the UAV to patrol the last patrol waypoint for the current tower , Fly in a straight line from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物,所述高空飞行策略能够使所述无人机从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一 个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, the following steps are realized: obtaining a high-altitude flight strategy of a preset height, the preset height is greater than the height of the pole and tower and obstacles can be avoided, and the high-altitude flight strategy can enable The drone rises from the last patrol point of the current tower to the preset height, flies at the preset height to directly above the next tower, and then lands to the beginning of the next tower Patrol waypoints.
其中,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。Wherein, the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。Wherein, when the processor executes the computer program, the following steps are implemented: obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two According to the multiple inspection waypoints of the next tower, determine the starting inspection waypoint of the next tower.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取当前杆塔所在杆塔组的巡检路径。Wherein, when the processor executes the computer program, it implements the following steps: obtaining the inspection path of the group of poles where the current pole is located.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。Wherein, when the processor executes the computer program, the following steps are implemented: according to the number of poles that need to be inspected in the current pole and tower group and the flight cost between every two poles, obtain the maximum value of the current pole and tower group. Optimize the inspection path.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。Wherein, when the processor executes the computer program, it implements the following steps: according to the distance that the battery can fly, the flight cost between every two poles including the current pole, and the distribution position of the charging piles, Obtain the current inspection path including the current pole and the first landing charging pile position after the end of the inspection according to the current inspection path, and the first landing charging pile position is away from the last pole tower in the current inspection path The flight cost of the last patrol waypoint is the lowest.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:将所述第一降落充电桩位置向所述无人机发送,使所述无人机在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。Wherein, when the processor executes the computer program, it implements the following steps: sending the position of the first landing charging post to the drone, so that the drone is patrolled according to the current inspection path. After the end, fly from the last patrol waypoint of the last pole tower of this patrol path to the position of the first landing charging pile for charging.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点,并向所述无人机发送,使所述无人机充电结束后,从所述第一降落充电桩位置飞到离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点继续进行巡检。Wherein, when the processor executes the computer program, it implements the following steps: obtain the starting inspection waypoint of the next pole tower that needs to be inspected and has the lowest flight cost from the first landing position of the charging pile, and Send to the drone to make the drone fly from the position of the first landing charging pile to the next one with the lowest flying cost and requiring patrol inspection from the position of the first landing charging pile. The starting patrol waypoint of the tower continues to be patrolled.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:若当前杆塔所在杆塔组中杆塔的数量是一个,获取离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置;将所述第二降落充电桩位置向所述无人机发 送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到所述第二降落充电桩位置进行充电。Wherein, the processor implements the following steps when executing the computer program: if the number of poles in the tower group where the current pole is located is one, obtain the second landing with the lowest flight cost from the last patrol waypoint of the current pole tower The position of the charging pile; the second landing position of the charging pile is sent to the UAV, so that the UAV will start from the last patrol of the current tower after the inspection of the last patrol point of the current tower is completed. Fly to the location of the second landing charging pile for charging.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。Wherein, when the processor executes the computer program, the following steps are realized: according to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into Multiple tower groups, each tower group includes more than one tower.
其中,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。Wherein, the flight cost is determined according to at least one of the flight distance, the degree of flight danger, and the terrain distribution.
其中,所述处理器在执行所述计算机程序时,实现如下步骤:接收所述无人机发出的无法完成避障绕行的提示。Wherein, when the processor executes the computer program, the following steps are implemented: receiving a prompt from the drone that the obstacle avoidance and bypass cannot be completed.
参见图11,图11是本申请杆塔巡检系统一实施例的结构示意图,所述杆塔巡检系统300包括如上任一项所述的无人机100和如上任一项所述的控制装置200。相关内容的详细说明,请参见上述无人机的相关内容和控制装置的相关内容,在此不再赘叙。Referring to FIG. 11, FIG. 11 is a schematic structural diagram of an embodiment of a pole-tower inspection system according to the present application. The pole-tower inspection system 300 includes the unmanned aerial vehicle 100 as described in any one of the preceding items and the control device 200 as described in any one of the preceding items . For a detailed description of the relevant content, please refer to the relevant content of the above-mentioned drone and the relevant content of the control device, which will not be repeated here.
本申请还提供一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现如上任一项应用于无人机的杆塔巡检方法。相关内容的详细说明请参见上述相关内容部分,在此不再赘叙。The present application also provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes any of the above-mentioned poles applied to drones Inspection method. For a detailed description of the relevant content, please refer to the relevant content section above, which will not be repeated here.
其中,该计算机可读存储介质可以是上述无人机的内部存储单元,例如硬盘或内存。该计算机可读存储介质也可以是外部存储设备,例如配备的插接式硬盘、智能存储卡、安全数字卡、闪存卡,等等。Wherein, the computer-readable storage medium may be an internal storage unit of the aforementioned drone, such as a hard disk or a memory. The computer-readable storage medium may also be an external storage device, such as an equipped plug-in hard disk, a smart memory card, a secure digital card, a flash memory card, and so on.
本申请还提供一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现如上任一项应用于控制端的杆塔巡检方法。相关内容的详细说明请参见上述相关内容部分,在此不再赘叙。The present application also provides a computer-readable storage medium, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor implements any of the above items applied to the control end of the tower inspection method. For a detailed description of the relevant content, please refer to the relevant content section above, which will not be repeated here.
其中,该计算机可读存储介质可以是上述控制装置的内部存储单元,例如硬盘或内存。该计算机可读存储介质也可以是外部存储设备,例如配备的插接式硬盘、智能存储卡、安全数字卡、闪存卡,等等。Wherein, the computer-readable storage medium may be an internal storage unit of the aforementioned control device, such as a hard disk or a memory. The computer-readable storage medium may also be an external storage device, such as an equipped plug-in hard disk, a smart memory card, a secure digital card, a flash memory card, and so on.
应当理解,在本申请说明书中所使用的术语仅仅是出于描述特定实施例的目的而并不意在限制本申请。It should be understood that the terms used in the specification of this application are only for the purpose of describing specific embodiments and are not intended to limit the application.
还应当理解,在本申请说明书和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It should also be understood that the term "and/or" used in the specification and appended claims of this application refers to any combination of one or more of the items listed in the associated and all possible combinations, and includes these combinations.
以上所述,仅为本申请的具体实施例,但本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到各种等效的修改或替换,这些修改或替换都应涵盖在本申请的保护范围之内。因此,本申请的保护范围应以权利要求的保护范围为准。The above are only specific embodiments of this application, but the scope of protection of this application is not limited to this. Any person skilled in the art can easily think of various equivalents within the technical scope disclosed in this application. Modifications or replacements, these modifications or replacements shall be covered within the scope of protection of this application. Therefore, the protection scope of this application shall be subject to the protection scope of the claims.

Claims (67)

  1. 一种杆塔巡检方法,其特征在于,应用于无人机,所述方法包括:A pole tower inspection method, which is characterized in that it is applied to an unmanned aerial vehicle, and the method includes:
    获取下一个杆塔的起始巡检航点;Get the starting patrol waypoint of the next tower;
    获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;Acquire the flight strategy, and after the last inspection waypoint of the current tower is completed, fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy;
    在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。At the next tower, inspections are performed on multiple inspection waypoints including the initial inspection waypoint starting from the initial inspection waypoint.
  2. 根据权利要求1所述的方法,其特征在于,所述获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,包括:The method according to claim 1, characterized in that, in the obtaining of the flight strategy, after the last inspection waypoint of the current tower is completed, according to the flight strategy from the last inspection waypoint of the current tower Fly to the starting inspection waypoint of the next tower, including:
    获取直线飞行策略;Obtain straight-line flight strategy;
    在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述直线飞行策略从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。After the inspection of the last inspection waypoint of the current tower is completed, follow the straight-line flight strategy from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower.
  3. 根据权利要求2所述的方法,其特征在于,其特征在于,所述方法还包括:The method according to claim 2, characterized in that, the method further comprises:
    若沿直线飞行过程中检测到障碍物,则通过避障绕行的方式避开所述障碍物而到达下一个杆塔的起始巡检航点。If an obstacle is detected during the flight along a straight line, the obstacle will be avoided through obstacle avoidance to reach the starting inspection waypoint of the next tower.
  4. 根据权利要求1所述的方法,其特征在于,所述获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,包括:The method according to claim 1, characterized in that, in the obtaining of the flight strategy, after the last inspection waypoint of the current tower is completed, according to the flight strategy from the last inspection waypoint of the current tower Fly to the starting inspection waypoint of the next tower, including:
    获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物;Obtain a high-altitude flight strategy of a preset height, where the preset height is greater than the height of the tower and can avoid obstacles;
    按照所述高空飞行策略,从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。According to the high-altitude flight strategy, ascend from the last patrol waypoint of the current tower to the preset height, fly at the preset height to directly above the next tower, and then land on the next tower. Start inspection waypoint.
  5. 根据权利要求4所述的方法,其特征在于,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。The method according to claim 4, characterized in that the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the pole tower.
  6. 根据权利要求1所述的方法,其特征在于,所述获取下一个杆塔的起 始巡检航点,包括:The method according to claim 1, wherein said obtaining the starting patrol waypoint of the next pole tower comprises:
    根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;Obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two towers;
    根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。According to the multiple inspection waypoints of the next tower, the starting inspection waypoint of the next tower is determined.
  7. 根据权利要求6所述的方法,其特征在于,所述根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔之前,还包括:The method according to claim 6, characterized in that, before obtaining the next tower according to the inspection path of the group of towers where the current tower is located, the method further comprises:
    获取当前杆塔所在杆塔组的巡检路径。Get the inspection path of the tower group where the current tower is located.
  8. 根据权利要求7所述的方法,其特征在于,所述获取当前杆塔所在杆塔组的巡检路径,包括:The method according to claim 7, wherein said obtaining the inspection path of the group of poles where the current pole is located comprises:
    根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。According to the number of poles that need to be inspected in the tower group where the current tower is located, and the flight cost between every two towers, the optimal inspection path for the tower group where the current tower is located is obtained.
  9. 根据权利要求7所述的方法,其特征在于,所述获取当前杆塔所在杆塔组的巡检路径,包括:The method according to claim 7, wherein said obtaining the inspection path of the group of poles where the current pole is located comprises:
    根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。According to the distance that the battery can fly, the flight cost between every two towers including the current tower, and the distribution position of the charging piles, obtain the current inspection path including the current tower and follow the current inspection The position of the first landing charging pile after the completion of the route inspection, and the flight cost of the last inspection waypoint of the last pole tower of the first landing charging pile position from the current inspection path inspection is the lowest.
  10. 根据权利要求9所述的方法,其特征在于,所述方法还包括:The method according to claim 9, wherein the method further comprises:
    在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。After the patrol inspection according to the current patrol path is completed, fly from the last patrol waypoint of the last pole tower of the patrol path to the position of the first landing charging pile for charging.
  11. 根据权利要求10所述的方法,其特征在于,所述方法还包括:The method according to claim 10, wherein the method further comprises:
    充电结束后,获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点;After the charging is completed, obtain the starting inspection route point of the next tower that needs to be inspected and with the lowest flight cost from the first landing position of the charging pile;
    从所述第一降落充电桩位置飞到下一个杆塔的起始巡检航点继续进行巡检。Fly from the position of the first landing charging pile to the starting patrol waypoint of the next tower to continue the patrol inspection.
  12. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method according to claim 1, wherein the method further comprises:
    若当前杆塔所在杆塔组中杆塔的数量是一个,则在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置进行充电。If the number of poles in the tower group where the current tower is located is one, after the last inspection waypoint for the current tower is completed, fly from the last inspection waypoint of the current tower to the last inspection waypoint away from the current tower The waypoint is charged at the second landing charging pile position with the lowest flight cost.
  13. 根据权利要求1所述的方法,其特征在于,所述获取下一个杆塔的起始巡检航点之前,还包括:The method according to claim 1, characterized in that, before acquiring the initial patrol waypoint of the next pole tower, the method further comprises:
    根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。According to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into a plurality of poles and tower groups, and each of the poles and towers includes more than one tower.
  14. 根据权利要求8或12所述的方法,其特征在于,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。The method according to claim 8 or 12, wherein the flight cost is determined according to at least one of a flight distance, a degree of flight danger, and a terrain distribution.
  15. 根据权利要求3所述的方法,其特征在于,所述若沿直线飞行过程中检测到障碍物,则通过避障绕行的方式避开所述障碍物而到达下一个杆塔的起始巡检航点,还包括:The method according to claim 3, characterized in that, if an obstacle is detected during the flight along a straight line, the obstacle is avoided by an obstacle avoidance way to reach the initial inspection of the next tower Waypoints also include:
    沿直线飞行过程中,通过传感器的观测数据构建环境地图;During the flight along a straight line, the environment map is constructed based on the observation data of the sensor;
    若在所述环境地图中遇到障碍物,使用避障算法主动避开所述障碍物并恢复直线飞行到达下一个杆塔的起始巡检航点。If an obstacle is encountered in the environment map, the obstacle avoidance algorithm is used to actively avoid the obstacle and resume straight flight to the starting inspection waypoint of the next tower.
  16. 根据权利要求15所述的方法,其特征在于,所述传感器包括激光雷达、毫米波雷达或视觉传感器中的至少一种。The method according to claim 15, wherein the sensor comprises at least one of a laser radar, a millimeter wave radar, or a vision sensor.
  17. 根据权利要求15所述的方法,其特征在于,所述避障算法包括A星算法和动态窗口算法。The method according to claim 15, wherein the obstacle avoidance algorithm comprises an A star algorithm and a dynamic window algorithm.
  18. 根据权利要求3所述的方法,其特征在于,所述方法还包括:The method according to claim 3, wherein the method further comprises:
    若无法完成避障绕行,则停止避障绕行并发出提示。If the obstacle avoidance detour cannot be completed, stop the obstacle avoidance detour and give a prompt.
  19. 一种杆塔巡检方法,其特征在于,应用于控制端,所述方法包括:A pole tower inspection method, characterized in that it is applied to the control end, and the method includes:
    获取下一个杆塔的起始巡检航点,并将所述下一个杆塔的起始巡检航点向无人机发送;Acquire the starting inspection waypoint of the next tower, and send the starting inspection waypoint of the next tower to the drone;
    获取飞行策略,并将所述飞行策略向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,并在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Obtain the flight strategy, and send the flight strategy to the UAV, so that the UAV will start from the last inspection waypoint of the current tower according to the flight strategy after the inspection of the last inspection waypoint of the current tower is completed. One patrol waypoint flies to the starting patrol waypoint of the next tower, and starts from the starting patrol pat Inspect the waypoints for inspection.
  20. 根据权利要求19所述的方法,其特征在于,所述获取飞行策略,包括:The method according to claim 19, wherein said acquiring a flight strategy comprises:
    获取直线飞行策略,所述直线飞行策略能够使所述无人机在针对当前杆塔 的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。Obtain a straight-line flight strategy, which enables the UAV to fly in a straight line from the last patrol waypoint of the current tower to the next tower after the last patrol waypoint of the current tower is completed. The starting point of the inspection.
  21. 根据权利要求19所述的方法,其特征在于,所述获取飞行策略,包括:The method according to claim 19, wherein said acquiring a flight strategy comprises:
    获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物,所述高空飞行策略能够使所述无人机从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。Obtain a high-altitude flight strategy of a preset height, the preset height is greater than the height of the tower and can avoid obstacles, and the high-altitude flight strategy can make the UAV rise from the last inspection waypoint of the current tower The preset altitude is to fly to directly above the next tower at the preset altitude, and then land to the starting patrol route point of the next tower.
  22. 根据权利要求21所述的方法,其特征在于,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。The method according to claim 21, wherein the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the pole tower.
  23. 根据权利要求19所述的方法,其特征在于,所述获取下一个杆塔的起始巡检航点,包括:The method according to claim 19, wherein said obtaining the starting patrol waypoint of the next tower comprises:
    根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;Obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two towers;
    根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。According to the multiple inspection waypoints of the next tower, the starting inspection waypoint of the next tower is determined.
  24. 根据权利要求23所述的方法,其特征在于,所述根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔之前,还包括:The method according to claim 23, characterized in that, before acquiring the next tower according to the inspection path of the group of towers where the current tower is located, the method further comprises:
    获取当前杆塔所在杆塔组的巡检路径。Get the inspection path of the tower group where the current tower is located.
  25. 根据权利要求24所述的方法,其特征在于,所述获取当前杆塔所在杆塔组的巡检路径,包括:The method according to claim 24, wherein said obtaining the inspection path of the group of poles where the current pole is located comprises:
    根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。According to the number of poles that need to be inspected in the tower group where the current tower is located, and the flight cost between every two towers, the optimal inspection path for the tower group where the current tower is located is obtained.
  26. 根据权利要求24所述的方法,其特征在于,所述获取当前杆塔所在杆塔组的巡检路径,包括:The method according to claim 24, wherein said obtaining the inspection path of the group of poles where the current pole is located comprises:
    根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。According to the distance that the battery can fly, the flight cost between every two towers including the current tower, and the distribution position of the charging piles, obtain the current inspection path including the current tower and follow the current inspection The position of the first landing charging pile after the completion of the route inspection, and the flight cost of the last inspection waypoint of the last pole tower of the first landing charging pile position from the current inspection path inspection is the lowest.
  27. 根据权利要求26所述的方法,其特征在于,所述方法还包括:The method according to claim 26, wherein the method further comprises:
    将所述第一降落充电桩位置向所述无人机发送,使所述无人机在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。Send the location of the first landing charging pile to the UAV, so that the UAV will start from the last patrol of the last pole tower of the current patrol path after the patrol inspection according to the current patrol path is completed. The waypoint flies to the position of the first landing charging pile for charging.
  28. 根据权利要求26所述的方法,其特征在于,所述方法还包括:The method according to claim 26, wherein the method further comprises:
    获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点,并向所述无人机发送,使所述无人机充电结束后,从所述第一降落充电桩位置飞到离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点继续进行巡检。Obtain the starting patrol waypoint of the next pole that needs patrol inspection from the position of the first landing charging pile with the lowest flight cost, and send it to the drone, so that after the drone is charged, From the position of the first landing charging pile to the starting patrol waypoint of the next pole that needs to be patrolled, the flight cost is the lowest from the position of the first landing charging pile, and the patrol is continued.
  29. 根据权利要求19所述的方法,其特征在于,所述方法还包括:The method according to claim 19, wherein the method further comprises:
    若当前杆塔所在杆塔组中杆塔的数量是一个,获取离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置;If the number of towers in the tower group where the current tower is located is one, obtain the second landing charging pile position with the lowest flight cost from the last patrol waypoint of the current tower;
    将所述第二降落充电桩位置向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到所述第二降落充电桩位置进行充电。Send the second landing charging pile position to the UAV, so that the UAV will fly from the last patrol waypoint of the current tower after the patrol inspection of the last patrol waypoint of the current tower is completed. Go to the second landing charging pile position for charging.
  30. 根据权利要求19所述的方法,其特征在于,所述获取下一个杆塔的起始巡检航点之前,还包括:The method according to claim 19, characterized in that, before acquiring the initial patrol waypoint of the next pole tower, the method further comprises:
    根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。According to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into a plurality of poles and tower groups, and each of the poles and towers includes more than one tower.
  31. 根据权利要求25或29所述的方法,其特征在于,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。The method according to claim 25 or 29, wherein the flight cost is determined according to at least one of a flight distance, a degree of flight danger, and a terrain distribution.
  32. 根据权利要求20所述的方法,其特征在于,所述方法还包括:The method according to claim 20, wherein the method further comprises:
    接收所述无人机发出的无法完成避障绕行的提示。Receive a prompt from the drone that the obstacle avoidance and bypass cannot be completed.
  33. 一种无人机,其特征在于,包括:存储器和处理器;An unmanned aerial vehicle, characterized by comprising: a memory and a processor;
    所述存储器用于存储计算机程序;The memory is used to store a computer program;
    所述处理器用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The processor is used to execute the computer program and when executing the computer program, implement the following steps:
    获取下一个杆塔的起始巡检航点;Get the starting patrol waypoint of the next tower;
    获取飞行策略,在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点;Acquire the flight strategy, and after the last inspection waypoint of the current tower is completed, fly from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower according to the flight strategy;
    在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。At the next tower, inspections are performed on multiple inspection waypoints including the initial inspection waypoint starting from the initial inspection waypoint.
  34. 根据权利要求33所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 33, wherein the processor implements the following steps when executing the computer program:
    获取直线飞行策略;Obtain straight-line flight strategy;
    在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述直线飞行策略从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。After the inspection of the last inspection waypoint of the current tower is completed, follow the straight-line flight strategy from the last inspection waypoint of the current tower to the starting inspection waypoint of the next tower.
  35. 根据权利要求34所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 34, wherein the processor implements the following steps when executing the computer program:
    若沿直线飞行过程中检测到障碍物,则通过避障绕行的方式避开所述障碍物而到达下一个杆塔的起始巡检航点。If an obstacle is detected during the flight along a straight line, the obstacle will be avoided by way of obstacle avoidance and bypass to reach the starting inspection waypoint of the next tower.
  36. 根据权利要求33所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 33, wherein the processor implements the following steps when executing the computer program:
    获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物;Obtain a high-altitude flight strategy of a preset height, where the preset height is greater than the height of the tower and can avoid obstacles;
    按照所述高空飞行策略,从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。According to the high-altitude flight strategy, ascend from the last patrol waypoint of the current tower to the preset height, fly at the preset height to directly above the next tower, and then land on the next tower. Start inspection waypoint.
  37. 根据权利要求36所述的无人机,其特征在于,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。The unmanned aerial vehicle according to claim 36, wherein the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
  38. 根据权利要求33所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 33, wherein the processor implements the following steps when executing the computer program:
    根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;Obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two towers;
    根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。According to the multiple inspection waypoints of the next tower, the starting inspection waypoint of the next tower is determined.
  39. 根据权利要求38所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 38, wherein the processor implements the following steps when executing the computer program:
    获取当前杆塔所在杆塔组的巡检路径。Get the inspection path of the tower group where the current tower is located.
  40. 根据权利要求39所述的无人机,其特征在于,所述处理器在执行所 述计算机程序时,实现如下步骤:The drone of claim 39, wherein the processor implements the following steps when executing the computer program:
    根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。According to the number of towers that need to be inspected in the tower group where the current tower is located, and the flight cost between every two towers, the optimal inspection path for the tower group where the current tower is located is obtained.
  41. 根据权利要求39所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 39, wherein the processor implements the following steps when executing the computer program:
    根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。According to the distance that the battery can fly, the flight cost between every two towers including the current tower, and the distribution position of the charging piles, obtain the current inspection path including the current tower and follow the current inspection The position of the first landing charging pile after the completion of the route inspection, and the flight cost of the last inspection waypoint of the last pole tower of the first landing charging pile position from the current inspection path inspection is the lowest.
  42. 根据权利要求41所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 41, wherein the processor implements the following steps when executing the computer program:
    在按照本次巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。After the patrol inspection according to the current patrol path is completed, fly from the last patrol waypoint of the last pole tower of the patrol path to the position of the first landing charging pile for charging.
  43. 根据权利要求42所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 42, wherein the processor implements the following steps when executing the computer program:
    充电结束后,获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点;After the charging is completed, obtain the starting inspection route point of the next tower that needs to be inspected and with the lowest flight cost from the first landing position of the charging pile;
    从所述第一降落充电桩位置飞到下一个杆塔的起始巡检航点继续进行巡检。Fly from the position of the first landing charging pile to the starting patrol waypoint of the next tower to continue the patrol inspection.
  44. 根据权利要求33所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 33, wherein the processor implements the following steps when executing the computer program:
    若当前杆塔所在杆塔组中杆塔的数量是一个,则在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置进行充电。If the number of poles in the tower group where the current tower is located is one, after the last inspection waypoint for the current tower is completed, fly from the last inspection waypoint of the current tower to the last inspection waypoint away from the current tower The waypoint is charged at the second landing charging pile position with the lowest flight cost.
  45. 根据权利要求33所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 33, wherein the processor implements the following steps when executing the computer program:
    根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。According to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into a plurality of poles and tower groups, and each of the poles and towers includes more than one tower.
  46. 根据权利要求40或44所述的无人机,其特征在于,所述飞行代价是 根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。The unmanned aerial vehicle according to claim 40 or 44, wherein the flight cost is determined according to at least one of a flight distance, a degree of flight danger, and a terrain distribution.
  47. 根据权利要求35所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 35, wherein the processor implements the following steps when executing the computer program:
    沿直线飞行过程中,通过传感器的观测数据构建环境地图;During the flight along a straight line, the environment map is constructed based on the observation data of the sensor;
    若在所述环境地图中遇到障碍物,使用避障算法主动避开所述障碍物并恢复直线飞行到达下一个杆塔的起始巡检航点。If an obstacle is encountered in the environment map, the obstacle avoidance algorithm is used to actively avoid the obstacle and resume straight flight to the starting inspection waypoint of the next tower.
  48. 根据权利要求47所述的无人机,其特征在于,所述传感器包括激光雷达、毫米波雷达或视觉传感器中的至少一种。The unmanned aerial vehicle according to claim 47, wherein the sensor comprises at least one of a lidar, a millimeter wave radar, or a vision sensor.
  49. 根据权利要求47所述的无人机,其特征在于,所述避障算法包括A星算法和动态窗口算法。The UAV according to claim 47, wherein the obstacle avoidance algorithm includes an A star algorithm and a dynamic window algorithm.
  50. 根据权利要求35所述的无人机,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The drone of claim 35, wherein the processor implements the following steps when executing the computer program:
    若无法完成避障绕行,则停止避障绕行并发出提示。If the obstacle avoidance detour cannot be completed, stop the obstacle avoidance detour and give a prompt.
  51. 一种控制装置,其特征在于,包括:存储器和处理器;A control device, characterized by comprising: a memory and a processor;
    所述存储器用于存储计算机程序;The memory is used to store a computer program;
    所述处理器用于执行所述计算机程序并在执行所述计算机程序时,实现如下步骤:The processor is used to execute the computer program and when executing the computer program, implement the following steps:
    获取下一个杆塔的起始巡检航点,并将所述下一个杆塔的起始巡检航点向无人机发送;Acquire the starting inspection waypoint of the next tower, and send the starting inspection waypoint of the next tower to the drone;
    获取飞行策略,并将所述飞行策略向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,按照所述飞行策略从当前杆塔的最后一个巡检航点飞到下一个杆塔的起始巡检航点,并在所述下一个杆塔从所述起始巡检航点开始针对包括所述起始巡检航点在内的多个巡检航点进行巡检。Obtain the flight strategy, and send the flight strategy to the UAV, so that the UAV will start from the last inspection waypoint of the current tower according to the flight strategy after the inspection of the last inspection waypoint of the current tower is completed. One patrol waypoint flies to the starting patrol waypoint of the next tower, and starts from the starting patrol pat Inspect the waypoints for inspection.
  52. 根据权利要求51所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 51, wherein the processor implements the following steps when executing the computer program:
    获取直线飞行策略,所述直线飞行策略能够使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点沿直线飞行到下一个杆塔的起始巡检航点。Obtain a straight-line flight strategy, which enables the UAV to fly in a straight line from the last patrol waypoint of the current tower to the next tower after the last patrol waypoint of the current tower is completed. The starting point of the inspection.
  53. 根据权利要求51所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 51, wherein the processor implements the following steps when executing the computer program:
    获取预设高度的高空飞行策略,所述预设高度大于杆塔的高度且能够避开障碍物,所述高空飞行策略能够使所述无人机从当前杆塔的最后一个巡检航点上升到所述预设高度,在所述预设高度下飞行至下一个杆塔的正上方,然后降落到所述下一个杆塔的起始巡检航点。Obtain a high-altitude flight strategy of a preset height, the preset height is greater than the height of the tower and can avoid obstacles, and the high-altitude flight strategy can make the UAV rise from the last inspection waypoint of the current tower The preset altitude is to fly to directly above the next tower at the preset altitude, and then land to the starting patrol route point of the next tower.
  54. 根据权利要求53所述的控制装置,其特征在于,所述预设高度是根据杆塔的周围环境、地形、限飞高度中的至少一个确定的。The control device according to claim 53, wherein the preset height is determined according to at least one of the surrounding environment, terrain, and restricted flying height of the tower.
  55. 根据权利要求51所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 51, wherein the processor implements the following steps when executing the computer program:
    根据当前杆塔所在杆塔组的巡检路径,获取下一个杆塔,所述当前杆塔所在杆塔组的巡检路径上包括两个以上的杆塔;Obtain the next tower according to the inspection path of the tower group where the current tower is located, and the inspection path of the tower group where the current tower is located includes more than two towers;
    根据下一个杆塔的多个巡检航点,确定下一个杆塔的起始巡检航点。According to the multiple inspection waypoints of the next tower, the starting inspection waypoint of the next tower is determined.
  56. 根据权利要求55所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 55, wherein the processor implements the following steps when executing the computer program:
    获取当前杆塔所在杆塔组的巡检路径。Get the inspection path of the tower group where the current tower is located.
  57. 根据权利要求56所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 56, wherein the processor implements the following steps when executing the computer program:
    根据当前杆塔所在杆塔组需要巡检的杆塔的数量、每两个杆塔之间的飞行代价,获取当前杆塔所在杆塔组的最优化巡检路径。According to the number of towers that need to be inspected in the tower group where the current tower is located, and the flight cost between every two towers, the optimal inspection path for the tower group where the current tower is located is obtained.
  58. 根据权利要求56所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 56, wherein the processor implements the following steps when executing the computer program:
    根据电池的电量所能够飞行的距离、包括当前杆塔在内的每两个杆塔之间的飞行代价、充电桩的分布位置,获取包括当前杆塔在内的本次巡检路径和按照本次巡检路径巡检结束后的第一降落充电桩位置,所述第一降落充电桩位置离本次巡检路径巡中最后一个杆塔的最后一个巡检航点的飞行代价最低。According to the distance that the battery can fly, the flight cost between every two towers including the current tower, and the distribution position of the charging piles, obtain the current inspection path including the current tower and follow the current inspection The position of the first landing charging pile after the completion of the route inspection, and the flight cost of the last inspection waypoint of the last pole tower of the first landing charging pile position from the current inspection path inspection is the lowest.
  59. 根据权利要求58所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 58, wherein the processor implements the following steps when executing the computer program:
    将所述第一降落充电桩位置向所述无人机发送,使所述无人机在按照本次 巡检路径巡检结束后,从本次巡检路径的最后一个杆塔的最后一个巡检航点飞到所述第一降落充电桩位置进行充电。Send the location of the first landing charging pile to the UAV, so that the UAV will start from the last patrol of the last pole tower of the current patrol path after the patrol inspection according to the current patrol path is completed. The waypoint flies to the position of the first landing charging pile for charging.
  60. 根据权利要求58所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 58, wherein the processor implements the following steps when executing the computer program:
    获取离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点,并向所述无人机发送,使所述无人机充电结束后,从所述第一降落充电桩位置飞到离所述第一降落充电桩位置的飞行代价最低的、需要巡检的下一个杆塔的起始巡检航点继续进行巡检。Obtain the starting patrol waypoint of the next pole that needs patrol inspection from the position of the first landing charging pile with the lowest flight cost, and send it to the drone, so that after the drone is charged, From the position of the first landing charging pile to the starting patrol waypoint of the next pole that needs to be patrolled, the flight cost is the lowest from the position of the first landing charging pile, and the patrol is continued.
  61. 根据权利要求51所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 51, wherein the processor implements the following steps when executing the computer program:
    若当前杆塔所在杆塔组中杆塔的数量是一个,获取离当前杆塔的最后一个巡检航点的飞行代价最低的第二降落充电桩位置;If the number of towers in the tower group where the current tower is located is one, obtain the second landing charging pile position with the lowest flight cost from the last patrol waypoint of the current tower;
    将所述第二降落充电桩位置向所述无人机发送,使所述无人机在针对当前杆塔的最后一个巡检航点巡检完毕后,从当前杆塔的最后一个巡检航点飞到所述第二降落充电桩位置进行充电。Send the second landing charging pile position to the UAV, so that the UAV will fly from the last patrol waypoint of the current tower after the patrol inspection of the last patrol waypoint of the current tower is completed. Go to the second landing charging pile position for charging.
  62. 根据权利要求51所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 51, wherein the processor implements the following steps when executing the computer program:
    根据需要巡检的多个杆塔所处的地形地貌特点和每个杆塔所处的海拔高度,将所述多个杆塔分为多个杆塔组,每个杆塔组包括一个以上的杆塔。According to the topographic features of the multiple poles to be inspected and the altitude where each pole is located, the multiple poles are divided into a plurality of poles and tower groups, and each of the poles and towers includes more than one tower.
  63. 根据权利要求57或61所述的控制装置,其特征在于,所述飞行代价是根据飞行距离、飞行危险程度、地形分布中的至少一个确定的。The control device according to claim 57 or 61, wherein the flight cost is determined according to at least one of a flight distance, a degree of flight danger, and a terrain distribution.
  64. 根据权利要求52所述的控制装置,其特征在于,所述处理器在执行所述计算机程序时,实现如下步骤:The control device according to claim 52, wherein the processor implements the following steps when executing the computer program:
    接收所述无人机发出的无法完成避障绕行的提示。Receive a prompt from the drone that the obstacle avoidance and bypass cannot be completed.
  65. 一种杆塔巡检系统,其特征在于,所述杆塔巡检系统包括如权利要求33-39、42-44、46-50任一项所述的无人机和如权利要求51-64任一项所述的控制装置。A pole-tower inspection system, characterized in that the pole-tower inspection system comprises the drone according to any one of claims 33-39, 42-44, 46-50 and any one of claims 51-64 The control device described in the item.
  66. 一种计算机可读存储介质,其特征在于,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现如权利要 求1-18任一项所述的杆塔巡检方法。A computer-readable storage medium, characterized in that, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes any one of claims 1-18 The inspection method of the pole tower.
  67. 一种计算机可读存储介质,其特征在于,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时使所述处理器实现如权利要求19-32任一项所述的杆塔巡检方法。A computer-readable storage medium, characterized in that, the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the processor realizes any one of claims 19-32 The inspection method of the pole tower.
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