Method and system for measuring distance between target object and power transmission line based on three-dimensional point cloud
By constructing warning areas and identification models for external force damage using 3D point cloud technology, the problems of large errors and low efficiency in measuring the distance of external force damage objects to transmission lines are solved. Real-time dynamic warnings and efficient calculations are achieved, improving the accuracy and efficiency of transmission line operation and maintenance.
Patent Information
- Application Number
- CN202510733362.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-06-04
- Publication Date
- 2025-10-31
AI Technical Summary
In existing technologies, the distance measurement between external damage objects and power transmission lines based on cameras has large errors and low efficiency, and cannot achieve real-time dynamic warnings and accurate calculations.
Using 3D point cloud technology, a warning area susceptible to external damage is constructed. By using 3D point cloud computing to calculate the real-time distance between the target object and the power transmission line, objects with potential external damage hazards are marked in real time, and an external damage hazard identification model is constructed.
It enables dynamic warning of external damage risks, improves calculation efficiency and accuracy, reduces equipment failures, lowers operation and maintenance costs, and enhances the real-time performance and scientific nature of power transmission lines.
Smart Images

Figure CN120876597A_ABST
Abstract
Description
Technical Field
[0001] This application relates to the technical field of measuring the distance between a target object and a power transmission line, and in particular to a method and system for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud. Background Technology
[0002] Existing power transmission lines use cameras for online monitoring of potential damage from large mechanical forces. However, the spatial distance information between multiple cameras cannot be effectively fused, leading to incalculable distance errors when measured based on purely visual perception. This results in difficulties in accurately calculating the distance between the object causing the damage and the power transmission line, causing significant errors in the measured distance. Furthermore, the efficiency of distance calculation based on purely visual perception is low, failing to meet the need for dynamic warnings of potential damage risks based on the real-time distance between the target object and the power transmission line. Summary of the Invention
[0003] This application provides a method and system for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud, and aims to optimize the relevant technical solutions.
[0004] In a first aspect, an embodiment of this application provides a method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud, which may include the following steps: The points on the transmission line that need protection are identified. Using these points as the origin of the coordinate system, a three-dimensional coordinate system is constructed for each point on the transmission line that needs protection. Warning zones indicating that the points are susceptible to damage from external forces are set up around each point. Extract the points within the warning area that is vulnerable to external force damage, obtain the three-dimensional coordinates of all points within the warning area in the three-dimensional coordinate system, and construct a three-dimensional point cloud of the warning area that is vulnerable to external force damage. Using all the three-dimensional coordinates in the three-dimensional point cloud of the vulnerability warning system, calculate the distance between all points in the vulnerability warning area and the points on the power transmission line that need to be protected. Take the maximum distance among all the distances between the points in the vulnerability warning area and the points on the power transmission line that need to be protected as the external force damage warning distance. When an object is detected approaching a point on the power transmission line that needs protection, the object is set as a target object. The three-dimensional point cloud of the target object in the three-dimensional coordinates is acquired in real time. Based on the real-time acquired three-dimensional point cloud of the target object, the average real-time distance between all points on the target object and the points on the power transmission line that need protection is calculated. When the average real-time distance is less than or equal to the value of the external force damage warning distance, the target object is marked as an object with potential external force damage.
[0005] The above technical solution enables dynamic warnings of external damage risks based on the real-time distance between the target object and the transmission line. The calculation efficiency of the real-time distance is high, realizing the transformation of online real-time monitoring of external damage protection from qualitative analysis to quantitative analysis, and greatly improving the real-time performance and accuracy of transmission line operation and maintenance.
[0006] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud may further include the following steps: When the average real-time distance exceeds the external force damage warning distance for more than a preset time, the object marker indicating potential external force damage to the target object is deleted.
[0007] The above technical solutions have improved the efficiency of power transmission line operation and maintenance, as well as the scientific and standardized nature of decision-making.
[0008] In a preferred example, the solution of the first aspect of this application can be further configured as follows: In the step of setting the target object as the object when it is detected that an object is approaching a point on the transmission line that needs protection, acquiring the three-dimensional point cloud of the target object in the three-dimensional coordinates in real time, and calculating the average real-time distance between all points on the target object and the point on the transmission line that needs protection based on the acquired three-dimensional point cloud, and marking the target object as a potential external force damage object when the average real-time distance is less than or equal to the external force damage warning distance, the method for calculating the average real-time distance between all points on the target object and the point on the transmission line that needs protection includes the following expression: , In the formula, This represents the real-time average distance between all points on the target object and the points on the transmission line that need protection. This represents the total number of points on the target object. It is a positive integer. , Indicates the first on the target object Real-time x-coordinate value of each point Indicates the first on the target object Real-time ordinate values of each point Indicates the first on the target object Real-time vertical coordinates of each point.
[0009] The above technical solution can accurately calculate the real-time distance between the target object and the power transmission line.
[0010] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud may further include the following steps: The location of the object posing a risk of external damage, as well as the real-time average distance between the object and all points on the target object and the points that need to be protected on the system transmission line, are sent to the transmission line maintenance personnel.
[0011] By combining ranging with spatial positioning, the above technical solution enables precise warnings of potential external hazards, reduces the probability of equipment defects and malfunctions, minimizes power outage time, lowers equipment maintenance costs and operating expenses, and achieves tangible economic benefits.
[0012] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud may further include the following steps: Based on a dataset of the real-time average distances between all points on the target object and the points that need to be protected on the system transmission line, an external damage hazard identification model is constructed. The external damage hazard identification model is used to intelligently identify target objects with potential external force damage hazards.
[0013] In the above technical solution, an external damage hazard identification model is used to intelligently identify external damage hazards.
[0014] In a preferred example, the solution of the first aspect of this application can be further configured as follows: Based on a dataset of the average real-time distances between all points on the target object and the points to be protected on the system transmission line, an external damage hazard identification model is constructed. In the step of intelligently identifying target objects with potential external force damage using this external damage hazard identification model, the construction method of the external damage hazard identification model includes the following expression: , in, This represents the external damage hazard identification model. This represents the total number of real-time distance mean data points in the dataset. , The dataset representing the real-time average distance is the first... Real-time average distance data, Indicates the first The weights of the average real-time distance data.
[0015] The above technical solutions can efficiently construct a model for identifying potential external damage hazards.
[0016] Secondly, an embodiment of this application provides a distance measurement system between a target object and a transmission line based on a three-dimensional point cloud, which may include: The warning area setting module is used to obtain the points that need to be protected on the transmission line, and to construct a three-dimensional coordinate system for each point that needs to be protected on the transmission line, using the points that need to be protected as the origin of the coordinate system. A warning area is set around the points that need to be protected, indicating that the points are susceptible to damage from external forces. The 3D point cloud construction module extracts points within the warning area susceptible to external force damage, obtains the 3D coordinates of all points within the warning area susceptible to external force damage in the 3D coordinate system, and constructs a 3D point cloud for the warning area susceptible to external force damage. The external force damage warning distance setting module is used to calculate the distance between all points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line by using all three-dimensional coordinates in the vulnerable external force damage warning three-dimensional point cloud, and take the maximum distance among all distances between the points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line as the external force damage warning distance; The external force damage hazard object marking module is used to mark an object as a target when it is detected that an object is approaching a point that needs to be protected on the power transmission line. The module acquires the three-dimensional point cloud of the target object in the three-dimensional coordinate system in real time. Based on the real-time acquisition of the three-dimensional point cloud of the target object, the module calculates the real-time average distance between all points on the target object and the point that needs to be protected on the power transmission line. When the real-time average distance is less than or equal to the external force damage warning distance, the target object is marked as an external force damage hazard object.
[0017] In a preferred example, the solution of the second aspect of this application can be further configured as follows: The module for deleting objects with potential external force damage is used to delete the object's potential external force damage marker when the average real-time distance is greater than the external force damage warning distance for more than a preset time.
[0018] In a preferred example, the solution of the second aspect of this application can be further configured as follows: The aforementioned distance measurement system between a target object and a transmission line based on a three-dimensional point cloud may further include: The positioning and real-time average distance transmission module is used to send the positioning of the object with potential external damage and the real-time average distance between the object and all points on the target object and the points that need to be protected on the system transmission line to the transmission line maintenance personnel.
[0019] In a preferred example, the solution of the second aspect of this application can be further configured as follows: The aforementioned distance measurement system between a target object and a transmission line based on a three-dimensional point cloud may further include: The external damage hazard identification model construction module is used to construct an external damage hazard identification model based on the dataset of the real-time average distance between all points on the target object and the points that need to be protected on the system transmission line. The external damage hazard identification model can intelligently identify target objects with potential external damage hazards.
[0020] Based on the above method embodiments, this application provides a corresponding terminal embodiment; This application provides a terminal, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a method for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud, as described in any embodiment of this application.
[0021] Based on the above method embodiments, this application provides a corresponding storage medium embodiment; This application provides a storage medium including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud, as described in any embodiment of this application.
[0022] This application has at least the following beneficial effects: This application provides a method for measuring the distance between a target object and a transmission line based on three-dimensional point clouds. This method can dynamically warn of potential damage risks based on the real-time distance between the target object and the transmission line. Furthermore, the method has high efficiency in calculating the real-time distance between the target object and the transmission line. Attached Figure Description
[0023] Figure 1 This is a flowchart of a method for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud, according to an embodiment of this application.
[0024] Figure 2 This is a block diagram of a system for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud, according to an embodiment of this application. Detailed Implementation
[0025] The technical solutions of this application will now be clearly and completely described with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.
[0026] like Figure 1 As shown in the figure, an embodiment of this application provides a method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud, which may specifically include the following steps: Step S1: Obtain the points that need to be protected on the transmission line. Using the points that need to be protected as the origin of the coordinate system, construct a three-dimensional coordinate system for each point that needs to be protected on the transmission line. Set up a warning area around the points that need to be protected that are susceptible to damage from external forces. Step S2: Obtain the three-dimensional coordinates of all points within the warning area that are vulnerable to external force damage in the three-dimensional coordinate system, and construct a three-dimensional point cloud of the warning area that is vulnerable to external force damage. Step S3: Calculate the distance between all points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line using all three-dimensional coordinates in the three-dimensional point cloud of the vulnerable external force damage warning area. Take the maximum distance among all distances between the points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line as the external force damage warning distance. Step S4: When an object is detected approaching a point on the transmission line that needs protection, the object is set as a target object. The three-dimensional point cloud of the target object in the three-dimensional coordinates is acquired in real time. Based on the three-dimensional point cloud of the target object acquired in real time, the average real-time distance between all points on the target object and the points on the system transmission line that need protection is calculated. When the average real-time distance is less than or equal to the value of the external force damage warning distance, the target object is marked as an object with potential external force damage.
[0027] The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud further includes the following steps: When the average real-time distance exceeds the external force damage warning distance for more than a preset time, the object marker indicating potential external force damage to the target object is deleted.
[0028] In the step of setting the target object as the object when it is detected that an object is approaching a point on the transmission line that needs protection, acquiring the three-dimensional point cloud of the target object in the three-dimensional coordinates in real time, and calculating the average real-time distance between all points on the target object and the point on the transmission line that needs protection based on the acquired three-dimensional point cloud, and marking the target object as a potential external force damage object when the average real-time distance is less than or equal to the external force damage warning distance, the method for calculating the average real-time distance between all points on the target object and the point on the transmission line that needs protection includes the following expression: , In the formula, This represents the real-time average distance between all points on the target object and the points on the transmission line that need protection. This represents the total number of points on the target object. It is a positive integer. , Indicates the first on the target object Real-time x-coordinate value of each point Indicates the first on the target object Real-time ordinate values of each point Indicates the first on the target object Real-time vertical coordinates of each point.
[0029] The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud further includes the following steps: The location of the object posing a risk of external damage, as well as the real-time average distance between the object and all points on the target object and the points that need to be protected on the system transmission line, are sent to the transmission line maintenance personnel.
[0030] The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud further includes the following steps: Based on a dataset of the real-time average distances between all points on the target object and the points that need to be protected on the system transmission line, an external damage hazard identification model is constructed. The external damage hazard identification model is used to intelligently identify target objects with potential external force damage hazards.
[0031] Based on a dataset of the average real-time distances between all points on the target object and the points to be protected on the system transmission line, an external damage hazard identification model is constructed. In the step of intelligently identifying target objects with potential external force damage using this external damage hazard identification model, the construction method of the external damage hazard identification model includes the following expression: , in, This represents the external damage hazard identification model. This represents the total number of real-time distance mean data points in the dataset. , The dataset representing the real-time average distance is the first... Real-time average distance data, Indicates the first The weights of the average real-time distance data.
[0032] like Figure 2 As shown, a distance measurement system for a target object and a power transmission line based on a 3D point cloud may include: The warning area setting module is used to obtain the points that need to be protected on the transmission line, and to construct a three-dimensional coordinate system for each point that needs to be protected on the transmission line, using the points that need to be protected as the origin of the coordinate system. A warning area is set around the points that need to be protected, indicating that the points are susceptible to damage from external forces. The 3D point cloud construction module extracts points within the warning area susceptible to external force damage, obtains the 3D coordinates of all points within the warning area susceptible to external force damage in the 3D coordinate system, and constructs a 3D point cloud for the warning area susceptible to external force damage. The external force damage warning distance setting module is used to calculate the distance between all points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line by using all three-dimensional coordinates in the vulnerable external force damage warning three-dimensional point cloud, and take the maximum distance among all distances between the points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line as the external force damage warning distance; The external force damage hazard object marking module is used to mark an object as a target when it is detected that an object is approaching a point that needs to be protected on the power transmission line. The module acquires the three-dimensional point cloud of the target object in the three-dimensional coordinate system in real time. Based on the real-time acquisition of the three-dimensional point cloud of the target object, the module calculates the real-time average distance between all points on the target object and the point that needs to be protected on the power transmission line. When the real-time average distance is less than or equal to the external force damage warning distance, the target object is marked as an external force damage hazard object.
[0033] The aforementioned distance measurement system between a target object and a transmission line based on a three-dimensional point cloud further includes: The module for deleting objects with potential external force damage is used to delete the object's potential external force damage marker when the average real-time distance is greater than the external force damage warning distance for more than a preset time.
[0034] The aforementioned distance measurement system between a target object and a transmission line based on a three-dimensional point cloud further includes: The positioning and real-time average distance transmission module is used to send the positioning of the object with potential external damage and the real-time average distance between the object and all points on the target object and the points that need to be protected on the system transmission line to the transmission line maintenance personnel.
[0035] The aforementioned distance measurement system between a target object and a transmission line based on a three-dimensional point cloud further includes: The external damage hazard identification model construction module is used to construct an external damage hazard identification model based on the dataset of the real-time average distance between all points on the target object and the points that need to be protected on the system transmission line. The external damage hazard identification model can intelligently identify target objects with potential external damage hazards.
[0036] It should be noted that the system embodiments described above are merely illustrative. The modules described as separate components may or may not be physically separate, and the components shown as modules may or may not be physical modules; that is, they may be located in one place or distributed across multiple network units. Some or all of the modules can be selected to achieve the purpose of this embodiment according to actual needs. Furthermore, in the system embodiment drawings provided in this application, the connection relationships between modules indicate that they have communication connections, which can be implemented as one or more communication buses or signal lines. Those skilled in the art can understand and implement this without creative effort. The above schematic diagram is merely an example of a measurement system for the distance between a target object and a transmission line based on a 3D point cloud, and does not constitute a limitation on a measurement system for the distance between a target object and a transmission line based on a 3D point cloud. It may include more or fewer components than illustrated, or combine certain components, or use different components.
[0037] Based on the above method embodiments, this application provides corresponding terminal embodiments.
[0038] Another embodiment of this application provides a terminal, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud, as described in any embodiment of this application.
[0039] For example, in this embodiment, the computer program can be divided into one or more modules, which are stored in the memory and executed by the processor to complete the present application. The one or more modules may be a series of computer program instruction segments capable of performing a specific function, which describe the execution process of the computer program in the device. The aforementioned terminals can be computing devices such as desktop computers, laptops, handheld computers, and cloud servers. These devices may include, but are not limited to, processors and memory.
[0040] The processor can be a Central Processing Unit (CPU), or other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor can be a microprocessor or any conventional processor. This processor is the control center of the device, connecting various parts of the device via various interfaces and lines.
[0041] The aforementioned memory can be used to store the aforementioned computer programs and / or modules. The aforementioned processor implements various functions of the aforementioned device by running or executing the computer programs and / or modules stored in the aforementioned memory, and by calling data stored in the memory. The aforementioned memory may mainly include a program storage area and a data storage area, wherein the program storage area may store the operating system, at least one application program required for a function, etc. In addition, the memory may include high-speed random access memory, and may also include non-volatile memory, such as hard disk, memory, plug-in hard disk, smart media card (SMC), secure digital (SD) card, flash card, at least one disk storage device, flash memory device, or other volatile solid-state storage device.
[0042] Based on the above method embodiments, this application provides corresponding storage medium embodiments.
[0043] Another embodiment of this application provides a storage medium including a stored computer program, wherein, when the computer program is running, it controls the device where the storage medium is located to execute a method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud, as described in any embodiment of this application.
[0044] In this embodiment, the storage medium is a computer-readable storage medium, and the computer program includes computer program code, which may be in the form of source code, object code, executable file, or some intermediate form. The computer-readable medium may include any entity or device capable of carrying the computer program code, recording media, USB flash drive, portable hard drive, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electrical carrier signals, telecommunication signals, and software distribution media, etc.
[0045] In the embodiments described above in this application, the enterprise's internal and external networks are integrated, enabling internal staff participating in the enterprise's internal network project to access external network information related to the project simply by logging into the enterprise's internal network. This allows for very convenient access to relevant information about the enterprise's internal network project. By setting up external network access accounts for internal staff participating in the project to access the project-related external network information, and by setting different external network access permissions for different external network access accounts, internal staff participating in the enterprise's internal network project can conveniently and accurately obtain relevant external network information about the project they are participating in.
[0046] The above are preferred embodiments of this application. It should be noted that, for those skilled in the art, several improvements and modifications can be made without departing from the principles of this application, and these improvements and modifications are also considered to be within the scope of protection of this application.
Claims
1. A method for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud, characterized in that, Includes the following steps: The points on the transmission line that need protection are identified. Using these points as the origin of the coordinate system, a three-dimensional coordinate system is constructed for each point on the transmission line that needs protection. Warning zones indicating that the points are susceptible to damage from external forces are set up around each point. Extract the points within the warning area that is vulnerable to external force damage, obtain the three-dimensional coordinates of all points within the warning area in the three-dimensional coordinate system, and construct a three-dimensional point cloud of the warning area that is vulnerable to external force damage. Using all the three-dimensional coordinates in the three-dimensional point cloud of the vulnerability warning system, calculate the distance between all points in the vulnerability warning area and the points on the power transmission line that need to be protected. Take the maximum distance among all the distances between the points in the vulnerability warning area and the points on the power transmission line that need to be protected as the external force damage warning distance. When an object is detected approaching a point on the power transmission line that needs protection, the object is set as a target object. The three-dimensional point cloud of the target object in the three-dimensional coordinates is acquired in real time. Based on the real-time acquired three-dimensional point cloud of the target object, the average real-time distance between all points on the target object and the points on the power transmission line that need protection is calculated. When the average real-time distance is less than or equal to the value of the external force damage warning distance, the target object is marked as an object with potential external force damage.
2. The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud according to claim 1, characterized in that, It also includes the following steps: When the average real-time distance exceeds the external force damage warning distance for more than a preset time, the object marker indicating potential external force damage to the target object is deleted.
3. The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud according to claim 1, characterized in that, In the step of setting the target object as the object when it is detected that an object is approaching a point on the transmission line that needs protection, acquiring the three-dimensional point cloud of the target object in the three-dimensional coordinates in real time, and calculating the average real-time distance between all points on the target object and the point on the transmission line that needs protection based on the acquired three-dimensional point cloud, and marking the target object as a potential external force damage object when the average real-time distance is less than or equal to the external force damage warning distance, the method for calculating the average real-time distance between all points on the target object and the point on the transmission line that needs protection includes the following expression: , In the formula, This represents the real-time average distance between all points on the target object and the points on the transmission line that need protection. This represents the total number of points on the target object. It is a positive integer. , Indicates the first on the target object Real-time x-coordinate value of each point Indicates the first on the target object Real-time ordinate values of each point Indicates the first on the target object Real-time vertical coordinates of each point.
4. The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud according to claim 1, characterized in that, It also includes the following steps: The location of the object posing a risk of external damage, as well as the real-time average distance between the object and all points on the target object and the points that need to be protected on the system transmission line, are sent to the transmission line maintenance personnel.
5. The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud according to claim 1, characterized in that, It also includes the following steps: Based on a dataset of the real-time average distances between all points on the target object and the points that need to be protected on the system transmission line, an external damage hazard identification model is constructed. The external damage hazard identification model is used to intelligently identify target objects with potential external force damage hazards.
6. The method for measuring the distance between a target object and a transmission line based on a three-dimensional point cloud according to claim 5, characterized in that, Based on a dataset of the average real-time distances between all points on the target object and the points to be protected on the system transmission line, an external damage hazard identification model is constructed. In the step of intelligently identifying target objects with potential external force damage using this external damage hazard identification model, the construction method of the external damage hazard identification model includes the following expression: , in, This represents the external damage hazard identification model. This represents the total number of real-time distance mean data points in the dataset. , The dataset representing the real-time average distance is the first... Real-time average distance data, Indicates the first The weights of the average real-time distance data.
7. A system for measuring the distance between a target object and a power transmission line based on a three-dimensional point cloud, characterized in that, include: The warning area setting module is used to obtain the points that need to be protected on the transmission line, and to construct a three-dimensional coordinate system for each point that needs to be protected on the transmission line, using the points that need to be protected as the origin of the coordinate system. A warning area is set around the points that need to be protected, indicating that the points are susceptible to damage from external forces. The 3D point cloud construction module extracts points within the warning area susceptible to external force damage, obtains the 3D coordinates of all points within the warning area susceptible to external force damage in the 3D coordinate system, and constructs a 3D point cloud for the warning area susceptible to external force damage. The external force damage warning distance setting module is used to calculate the distance between all points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line by using all three-dimensional coordinates in the vulnerable external force damage warning three-dimensional point cloud, and take the maximum distance among all distances between the points in the vulnerable external force damage warning area and the points that need to be protected on the power transmission line as the external force damage warning distance; The external force damage hazard object marking module is used to mark an object as a target when it is detected that an object is approaching a point that needs to be protected on the power transmission line. The module acquires the three-dimensional point cloud of the target object in the three-dimensional coordinate system in real time. Based on the real-time acquisition of the three-dimensional point cloud of the target object, the module calculates the real-time average distance between all points on the target object and the point that needs to be protected on the power transmission line. When the real-time average distance is less than or equal to the external force damage warning distance, the target object is marked as an external force damage hazard object.
8. The distance measurement system between a target object and a transmission line based on a three-dimensional point cloud according to claim 7, characterized in that, Also includes: The module for deleting objects with potential external force damage is used to delete the object's potential external force damage marker when the average real-time distance is greater than the external force damage warning distance for more than a preset time.
9. The distance measurement system between a target object and a transmission line based on a three-dimensional point cloud according to claim 7, characterized in that, Also includes: The positioning and real-time average distance transmission module is used to send the positioning of the object with potential external damage and the real-time average distance between the object and all points on the target object and the points that need to be protected on the system transmission line to the transmission line maintenance personnel.
10. The distance measurement system between a target object and a transmission line based on a three-dimensional point cloud according to claim 7, characterized in that, Also includes: The external damage hazard identification model construction module is used to construct an external damage hazard identification model based on the dataset of the real-time average distance between all points on the target object and the points that need to be protected on the system transmission line. The external damage hazard identification model can intelligently identify target objects with potential external damage hazards.