Pole tower potential safety hazard early warning method and device considering landslide state, computer equipment, medium and product

Abstract

The invention relates to a tower potential safety hazard early warning method and device considering a landslide state, computer equipment, a computer readable storage medium and a computer program product. The method comprises the following steps: obtaining tower inclination data of a target tower, and obtaining an inclination level of the target tower according to the tower inclination data; obtaining landslide deformation data of a target area where the target tower is located, and obtaining a landslide grade of the target area according to the landslide deformation data; according to the inclination grade and the landslide grade, obtaining a hidden danger early warning grade of the target tower; and releasing safety early warning information of the target tower according to the hidden danger early warning level. By adopting the method, the accurate early warning of the potential safety hazard of the tower can be realized.

Description

Technical Field

[0001] The present application relates to the field of power safety technology, and in particular to a method, device, computer equipment, computer-readable storage medium and computer program product for early warning of safety hazards of a tower taking landslide conditions into consideration. Background Art

[0002] In mountainous areas prone to geological disasters, the safety of transmission towers is easily affected by geological disasters such as landslides, mud-rock flows, and ground subsidence, causing tilting, deformation, or even collapse, which can easily have a serious impact on the safety of the power system. In order to ensure the safe operation of the power system, the status of the transmission towers can usually be monitored to provide early warnings of possible damage. However, in addition to the status of the towers themselves, the safety of the transmission towers is also affected by the geological conditions of the area where they are located, and the urgency of tower damage often varies under different geological conditions. Therefore, the relevant technology only relies on monitoring the status of the towers themselves, and it is often difficult to achieve accurate early warning of damage. Summary of the invention

[0003] Based on this, it is necessary to provide a tower safety hazard early warning method, device, computer equipment, computer-readable storage medium and computer program product that take landslide conditions into consideration in order to address the above technical issues.

[0004] In a first aspect, the present application provides a tower safety hazard early warning method taking into account landslide conditions, comprising:

[0005] Acquire the pole tower inclination data of the target pole tower, and obtain the inclination grade of the target pole tower according to the pole tower inclination data;

[0006] Acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data;

[0007] Obtaining a hidden danger warning level of the target tower according to the tilt level and the landslide level;

[0008] According to the hidden danger warning level, safety warning information of the target tower is issued.

[0009] In one embodiment, the tower inclination data includes the inclination of the target tower; the landslide deformation data includes the rate of change of the inclination angle of the target area; obtaining the inclination grade of the target tower based on the tower inclination data includes: obtaining the inclination grade of the target tower based on the inclination of the target tower and the inclination range corresponding to each preset inclination grade; wherein, in descending order of the inclination, the preset inclination grades include a first inclination grade, a second inclination grade, a third inclination grade, and a fourth inclination grade; obtaining the landslide grade of the target area based on the landslide deformation data includes: obtaining the landslide grade of the target area based on the rate of change of the inclination angle and the range of the inclination angle change rate corresponding to each preset landslide grade; wherein, in descending order of the rate of change of the inclination angle, the preset landslide grades include a first landslide grade, a second landslide grade, a third landslide grade, and a fourth landslide grade.

[0010] In one of the embodiments, before obtaining the inclination level of the target tower based on the inclination of the target tower and the inclination range corresponding to each preset inclination level, it also includes: obtaining the tower height of the target tower; if the tower height is greater than a height threshold, obtaining a first inclination range corresponding to each preset inclination level of the target tower; if the tower height is not greater than the height threshold, obtaining a second inclination range corresponding to each preset inclination level of the target tower; wherein the lower limit of the first inclination range corresponding to the first inclination level is less than the lower limit of the second inclination range; the upper limits of the first inclination range corresponding to each of the second inclination level, the third inclination level, and the fourth inclination level are less than the upper limit of the second inclination range.

[0011] In one of the embodiments, obtaining the hidden danger warning level of the target tower according to the inclination grade and the landslide grade includes: when the inclination grade is the first inclination grade, or when the landslide grade is the first landslide grade, or when the inclination grade is the second inclination grade and the landslide grade is the second landslide grade, obtaining the hidden danger warning level of the target tower as the first warning level; issuing safety warning information of the target tower according to the hidden danger warning level includes: when the hidden danger warning level is the first warning level, issuing the first warning information of the target tower; the first warning information is used to indicate that the target tower has a short-term safety risk.

[0012] In one of the embodiments, obtaining the hidden danger warning level of the target tower according to the inclination grade and the landslide grade includes: when the inclination grade is the second inclination grade and the landslide grade is the third landslide grade or the fourth landslide grade, or when the inclination grade is the third inclination grade or the fourth inclination grade and the landslide grade is the second landslide grade, obtaining the hidden danger warning level of the target tower as the second warning level; issuing safety warning information of the target tower according to the hidden danger warning level includes: when the hidden danger warning level is the second warning level, issuing second warning information of the target tower; the second warning information is used to indicate that the target tower has a medium-term safety risk.

[0013] In one of the embodiments, obtaining the hidden danger warning level of the target tower according to the inclination grade and the landslide grade includes: when the inclination grade is the third inclination grade and the landslide grade is the third landslide grade or the fourth landslide grade, or when the inclination grade is the third inclination grade or the fourth inclination grade and the landslide grade is the third landslide grade, obtaining the hidden danger warning level of the target tower as the third warning level; issuing safety warning information of the target tower according to the hidden danger warning level includes: when the hidden danger warning level is the third warning level, issuing third warning information of the target tower; the third warning information is used to indicate that the target tower has a long-term safety risk.

[0014] In the second aspect, the present application also provides a tower safety hazard early warning device taking into account the landslide state, including:

[0015] A first acquisition module is used to acquire the pole tower inclination data of the target pole tower, and obtain the inclination level of the target pole tower according to the pole tower inclination data;

[0016] A second acquisition module is used to acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data;

[0017] An early warning classification module, used to obtain a hidden danger early warning level of the target tower according to the tilt level and the landslide level;

[0018] The information release module is used to release the safety warning information of the target tower according to the hidden danger warning level.

[0019] In a third aspect, the present application further provides a computer device, including a memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, the following steps are implemented:

[0020] Acquire the pole tower inclination data of the target pole tower, and obtain the inclination grade of the target pole tower according to the pole tower inclination data;

[0021] Acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data;

[0022] Obtaining a hidden danger warning level of the target tower according to the tilt level and the landslide level;

[0023] According to the hidden danger warning level, safety warning information of the target tower is issued.

[0024] In a fourth aspect, the present application further provides a computer-readable storage medium having a computer program stored thereon, wherein when the computer program is executed by a processor, the following steps are implemented:

[0025] Acquire the pole tower inclination data of the target pole tower, and obtain the inclination grade of the target pole tower according to the pole tower inclination data;

[0026] Acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data;

[0027] Obtaining a hidden danger warning level of the target tower according to the tilt level and the landslide level;

[0028] According to the hidden danger warning level, safety warning information of the target tower is issued.

[0029] In a fifth aspect, the present application further provides a computer program product, including a computer program, which implements the following steps when executed by a processor:

[0030] Acquire the pole tower inclination data of the target pole tower, and obtain the inclination grade of the target pole tower according to the pole tower inclination data;

[0031] Acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data;

[0032] Obtaining a hidden danger warning level of the target tower according to the tilt level and the landslide level;

[0033] According to the hidden danger warning level, safety warning information of the target tower is issued.

[0034] The above-mentioned method, device, computer equipment, computer-readable storage medium and computer program product for early warning of safety hazards of pole towers considering landslide conditions obtain the pole tower tilt data of the target pole tower, and obtain the tilt grade of the target pole tower according to the pole tower tilt data, and obtain the landslide deformation data of the target area where the target pole tower is located, and obtain the landslide grade of the target area according to the landslide deformation data, and then obtain the hazard early warning grade of the target pole tower according to the tilt grade and the landslide grade, and then issue the safety early warning information of the target pole tower according to the hazard early warning grade. This scheme, by taking into account the tilt condition of the pole tower itself and the landslide condition of the area where the pole tower is located in the monitoring of safety hazards of the transmission pole tower, can comprehensively analyze the safety hazards faced by the pole tower in combination with the deformation of the pole tower itself and the geological conditions, which is conducive to achieving more accurate early warning of possible damage to the pole tower. Moreover, the scheme obtains the inclination data of the tower itself and the landslide deformation data of the area where the tower is located, and classifies the inclination state of the tower and the landslide state of the area where the tower is located according to these data, and then obtains the hidden danger warning level of the tower in combination with the specific inclination level and landslide level, which can simplify the analysis process of safety hazards and help improve the early warning efficiency. At the same time, after obtaining the hidden danger warning level, the scheme also releases corresponding safety warning information, which enables the maintenance personnel of the tower to know the damage risk faced by the tower and take corresponding maintenance measures in time. BRIEF DESCRIPTION OF THE DRAWINGS

[0035] In order to more clearly illustrate the technical solutions in the embodiments of the present application or related technologies, the drawings required for use in the embodiments of the present application or related technical descriptions will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0036] Figure 1 A diagram of an application environment of a tower safety hazard early warning method considering a landslide state in one embodiment;

[0037] Figure 2 A schematic diagram of a flow chart of a tower safety hazard early warning method considering a landslide state in one embodiment;

[0038] Figure 3 A schematic diagram of the relationship between the rate of change of the inclination angle and the deformation stage of the landslide in one embodiment;

[0039] Figure 4 A schematic diagram of a flow chart of obtaining the inclination range corresponding to each preset inclination level in an embodiment;

[0040] Figure 5 It is a structural block diagram of a tower safety hazard early warning device considering landslide state in one embodiment;

[0041] Figure 6 FIG. 4 is a diagram showing the internal structure of a computer device in one embodiment. DETAILED DESCRIPTION

[0042] In order to make the purpose, technical solution and advantages of the present application more clearly understood, the present application is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0043] The tower safety hazard early warning method considering the landslide state provided in the embodiment of the present application can be applied to Figure 1 In the application environment shown. Among them, the terminal 102 communicates with the server 104 through the network. The data storage system can store the data that the server 104 needs to process. The data storage system can be integrated on the server 104, or it can be placed on the cloud or other network servers. Among them, the data storage system can be used to store relevant data for implementing the method provided in the embodiment of the present application, for example, it can include tower tilt data, landslide deformation data, etc. Among them, the terminal 102 can be, but is not limited to, various personal computers, laptops, smart phones, tablet computers, Internet of Things devices and portable wearable devices. The Internet of Things devices can be smart speakers, smart TVs, smart air conditioners, smart car-mounted devices, projection devices, etc. Portable wearable devices can be smart watches, smart bracelets, head-mounted devices, etc. The head-mounted device can be a virtual reality (VR) device, an augmented reality (AR) device, smart glasses, etc. The server 104 can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or a cloud server that provides cloud computing services.

[0044] In an exemplary embodiment, Figure 2 As shown in the figure, a tower safety hazard early warning method considering the landslide state is provided. Figure 1 The server in the example is used to illustrate the following steps:

[0045] Step S201, acquiring the pole tower inclination data of the target pole tower, and obtaining the inclination grade of the target pole tower according to the pole tower inclination data.

[0046] The target pole tower may be a transmission pole tower set on a slope. The pole inclination data of the target pole tower may include but is not limited to the inclination, inclination angle and other data of the pole tower. The pole inclination data may be automatically collected by the monitoring device at a preset time interval and sent to the server. Exemplarily, the monitoring device may include but is not limited to a sensor installed on the tower body, an image acquisition device capable of acquiring pole tower images, a device that analyzes the collected data to obtain the pole tower inclination data, etc.

[0047] After obtaining the tower tilt data of the target tower, the server can determine the tilt level of the target tower according to the tower tilt data, and different tilt levels can represent different severity of tilt of the target tower. Optionally, multiple preset tilt levels can be set in advance, and the value range of the tower tilt data can be divided into a level value range corresponding to each level, so that the tilt level corresponding to the target tower can be determined according to the level value range corresponding to the tower tilt data of the target tower. Optionally, after obtaining the tower tilt data at multiple time points, the server can also analyze the change of the tower tilt data, and determine the tilt level of the target tower according to indicators such as the change rate or change acceleration of the tower tilt data.

[0048] Step S202, obtaining landslide deformation data of a target area where a target tower is located, and obtaining a landslide grade of the target area according to the landslide deformation data.

[0049] The target area where the target tower is located may be a slope area where the tower is located, and the landslide deformation data of the target area may include but are not limited to the slope inclination change rate, deformation acceleration, etc. For example, the slope inclination may be collected by an inclinometer disposed on the slope, and the slope inclination change rate may be calculated based on the inclination data obtained at multiple collection time points.

[0050] After acquiring the landslide deformation data of the target area, the server can determine the landslide grade of the target area according to the landslide deformation data, and different landslide grades can represent different emergency levels of the landslide deformation in the target area. Optionally, in this step, according to the corresponding relationship between the landslide deformation data and each landslide deformation stage, the landslide deformation stage corresponding to the target area can be determined first, and then the landslide grade can be determined according to the landslide deformation stage.

[0051] Step S203, obtaining the hidden danger warning level of the target tower according to the tilt level and the landslide level.

[0052] The hidden danger warning level of the target tower can be obtained by combining the tilt level of the target tower and the landslide level of the slope where the target tower is located. The different hidden danger warning levels of the target tower can be used to indicate the safety risks of different urgency faced by the target tower.

[0053] Optionally, the server may pre-store the association between different combinations of tilt level and landslide level and different hidden danger warning levels. In this step, the hidden danger warning level of the target tower may be queried according to the specific tilt level and landslide level of the target tower. Exemplarily, the association between different combinations of tilt level and landslide level and different hidden danger warning levels may be intuitively displayed in the form of a matrix.

[0054] Optionally, the server may also set corresponding scores for each inclination level and each landslide level, and set corresponding weight coefficients for the two indicators of inclination level and landslide level according to the influence of the inclination of the tower itself and the landslide deformation in the area where the tower is located on the safety of the tower. Thus, the total score may be calculated by weighted summation based on the scores corresponding to the inclination level and landslide level of the target tower, and the weight coefficients corresponding to the two indicators of inclination level and landslide level, and the hidden danger warning level corresponding to the target tower may be divided according to the total score.

[0055] Step S204: issuing safety warning information of the target tower according to the hidden danger warning level.

[0056] Among them, according to the hidden danger warning level of the target tower, the safety warning information of the target tower can be obtained. Then, the server can complete the release of the safety warning information by sending the safety warning information of the target tower to the terminal used by the corresponding power equipment maintenance personnel, and to the monitoring system of the power system. Optionally, the safety warning information can be used to indicate the urgency of the safety risk faced by the target tower, and can also include prompt information for targeted maintenance of the safety risk faced by the target tower.

[0057] In the above-mentioned tower safety hazard early warning method considering the landslide state, by taking into account the inclination of the tower itself and the landslide situation in the area where the tower is located in the monitoring of the safety hazards of the transmission tower, the safety hazards faced by the tower can be analyzed comprehensively in combination with the deformation of the tower itself and the geological conditions, which is conducive to achieving a more accurate early warning of possible damage to the tower. Moreover, in this scheme, by obtaining the tower inclination data of the tower itself and the landslide deformation data of the area where the tower is located, and grading the inclination state of the tower and the landslide state of the area where the tower is located based on these data, and then combining the specific inclination level and landslide level to obtain the hidden danger early warning level of the tower, it can simplify the analysis process of safety hazards and help improve the early warning efficiency. At the same time, after obtaining the hidden danger early warning level, the scheme also issues corresponding safety early warning information, which enables the tower maintenance personnel to know the damage risk faced by the tower and take corresponding maintenance measures in time.

[0058] In an exemplary embodiment, the tower inclination data may include the inclination of the target tower; the landslide deformation data may include the rate of change of the inclination angle of the target area. Obtaining the inclination grade of the target tower according to the tower inclination data may include: obtaining the inclination grade of the target tower according to the inclination of the target tower and the inclination range corresponding to each preset inclination grade; wherein, in descending order of the inclination, the preset inclination grades include a first inclination grade, a second inclination grade, a third inclination grade, and a fourth inclination grade. Obtaining the landslide grade of the target area according to the landslide deformation data may include: obtaining the landslide grade of the target area according to the rate of change of the inclination angle and the rate of change of the inclination angle corresponding to each preset landslide grade; wherein, in descending order of the rate of change of the inclination angle, the preset landslide grades include a first landslide grade, a second landslide grade, a third landslide grade, and a fourth landslide grade.

[0059] Specifically, the tower inclination data of the target tower may include the inclination of the target tower, which can be used to measure the degree of deformation of the tower. According to the relationship between the inclination of the tower and the degree of damage to the tower, multiple inclination ranges can be divided, and each inclination range is associated with a preset inclination level.

[0060] For example, in this embodiment, a first tilt level, a second tilt level, a third tilt level, and a fourth tilt level may be preset, wherein the tilt range corresponding to each preset tilt level decreases in sequence, so that the tilt of the tower corresponding to the first tilt level, the second tilt level, the third tilt level, and the fourth tilt level decreases in sequence. represents the inclination of the target tower, then the inclination range corresponding to the first inclination level can be expressed as , the inclination range corresponding to the second inclination level can be expressed as , the inclination range corresponding to the third inclination level can be expressed as , the inclination range corresponding to the fourth inclination level can be expressed as ,in , , are the preset inclination characteristic values ​​and Based on this, after the inclination of the target tower is obtained, the specific inclination level corresponding to the target tower can be determined according to the inclination range to which the inclination belongs.

[0061] Specifically, the landslide deformation data of the target area may include the inclination change rate of the target area, wherein, according to the relationship between the inclination change rate and the landslide deformation stage, a plurality of inclination change rate ranges may be divided, and each inclination change rate range is associated with a preset landslide grade.

[0062] For example, Figure 3As shown in Figure 2, as time goes by, the landslide deformation stages can include the initial deformation stage, the constant speed deformation stage, the acceleration deformation stage, and the accelerated deformation stage. Indicates the rate of change of the inclination angle. The range of the rate of change of the inclination angle corresponding to the initial deformation stage is , the range of the inclination change rate corresponding to the constant speed deformation stage is The range of the inclination angle change rate corresponding to the acceleration deformation stage is , the range of the inclination change rate corresponding to the accelerated deformation stage is ,in is the number of angles changed per hour. Based on this, the first landslide grade, the second landslide grade, the third landslide grade, and the fourth landslide grade associated with the accelerated deformation stage, the speed-up deformation stage, the constant speed deformation stage, and the initial deformation stage can be set respectively according to the range of the inclination change rate corresponding to the accelerated deformation stage, the speed-up deformation stage, the constant speed deformation stage, and the initial deformation stage, so that the landslide deformation corresponding to the first landslide grade, the second landslide grade, the third landslide grade, and the fourth landslide grade is weakened in turn. Based on this, after obtaining the inclination change rate of the target area, the specific landslide grade corresponding to the target area can be determined according to the inclination change rate range to which the inclination change rate belongs.

[0063] In this embodiment, by dividing the inclination of the tower and the rate of change of the slope angle into multiple value ranges, and associating different value ranges with different preset inclination levels and preset landslide levels, the processing process of obtaining the inclination level and landslide level based on the tower inclination data and the landslide deformation data can be simplified, which is conducive to improving the overall processing efficiency.

[0064] In an exemplary embodiment, Figure 4 As shown, before obtaining the inclination level of the target tower according to the inclination of the target tower and the inclination range corresponding to each preset inclination level, the following may also be included:

[0065] Step S401, obtaining the tower height of the target tower.

[0066] Step S402: If the tower height is greater than the height threshold, a first inclination range corresponding to each preset inclination level of the target tower is obtained.

[0067] Step S403: if the tower height is not greater than the height threshold, a second inclination range corresponding to each preset inclination level of the target tower is obtained.

[0068] Specifically, the inclination range corresponding to each preset inclination level of the target tower can be determined according to the tower height of the target tower. Specifically, for different tower heights of the target tower, the inclination range corresponding to each preset inclination level can be divided according to different standards.

[0069] For example, in step S401, the tower height of the target tower can be obtained, and it is determined whether the tower height is greater than a height threshold. The tower height of the target tower can be obtained based on the design data of the target tower, or can be obtained through field measurement. The height threshold of the tower can be a preset tower height, for example, 50 meters. When it is determined that the tower height is greater than the height threshold, step S402 can be executed, otherwise step S403 can be executed.

[0070] Among them, in steps S402 and S403, different standards can be used to divide the inclination range corresponding to each preset inclination level according to different situations of tower height. For example, in step S402, the first inclination range corresponding to each preset inclination level can be obtained, and in step S403, the second inclination range corresponding to each preset inclination level can be obtained.

[0071] Among them, since taller towers have stricter requirements on inclination, when dividing the first inclination range and the second inclination range corresponding to each preset inclination level, the lower limit of the first inclination range corresponding to the first inclination level can be set to be smaller than the lower limit of the second inclination range, and the upper limit of the first inclination range corresponding to the second inclination level, the third inclination level, and the fourth inclination level can be set to be smaller than the upper limit of the second inclination range.

[0072] For example, taking the height threshold of 50 meters as an example, the first inclination range and the second inclination range corresponding to each preset inclination level may be as shown in Table 1.

[0073] Table 1

[0074]

[0075] In this embodiment, by using different inclination range division standards according to different tower heights of the target tower, the inclination range corresponding to each preset inclination level is determined. This can be combined with the actual situation of the target tower to perform a more accurate inclination level division, which is conducive to more accurate classification and early warning of safety hazards of the target tower in subsequent processing.

[0076] In an exemplary embodiment, obtaining the hidden danger warning level of the target tower according to the inclination level and the landslide level may include: when the inclination level is the first inclination level, or, when the landslide level is the first landslide level, or, when the inclination level is the second inclination level and the landslide level is the second landslide level, obtaining the hidden danger warning level of the target tower as the first warning level; according to the hidden danger warning level, issuing safety warning information of the target tower may include: when the hidden danger warning level is the first warning level, issuing first warning information of the target tower; the first warning information is used to indicate that the target tower has a short-term safety risk.

[0077] Among them, according to different combinations of the inclination level of the target tower and the landslide level of the target area, the hidden danger warning level corresponding to the target tower can be obtained. In this embodiment, if the inclination level is the first inclination level, then the hidden danger warning level corresponding to the target tower can be obtained as the first warning level regardless of the landslide level; and if the landslide level is the first landslide level, then the hidden danger warning level corresponding to the target tower can be obtained as the first warning level regardless of the inclination level; and if the inclination level is the second inclination level and the landslide level is the second landslide level, then the hidden danger warning level corresponding to the target tower can also be obtained as the first warning level. Among them, the first warning level represents that the landslide deformation stage in the target area has entered the middle and late stages of the acceleration stage, or the target tower has been severely deformed, so that the target tower faces a greater risk of damage in the short term (for example, within a few days or weeks).

[0078] Among them, when the hidden danger warning level of the target tower is the first warning level, the first warning information of the target tower can be issued. Optionally, the first warning information can be sent to the terminal used by the maintenance personnel of the target tower and the monitoring system of the power system to notify relevant personnel of the short-term safety risk of the target tower. Optionally, the first warning information can use a red background or a red logo when displayed in the terminal to reflect its urgency. Optionally, the first warning information can also include relevant prompt information for maintenance of the risks faced by the target tower, such as prompting the shutdown and load transfer of the transmission line where the target tower is located, and prompting emergency preparations for the target tower.

[0079] In this embodiment, when the inclination level of the target tower indicates that it has a serious deformation or the landslide level of the target area indicates that the landslide deformation stage has entered the middle and late stages of the acceleration stage, the hidden danger warning level corresponding to the target tower is set to the first warning level and the corresponding first warning information is issued. This can achieve accurate identification and timely notification of short-term safety risks faced by the target tower, so that the maintenance personnel of the target tower can take targeted treatment measures for the safety risks faced by the target tower in a timely manner according to the first warning information, which is conducive to reducing the degree of damage to the tower and reducing the losses caused by tower damage.

[0080] In an exemplary embodiment, obtaining the hidden danger warning level of the target tower according to the inclination level and the landslide level may include: when the inclination level is the second inclination level and the landslide level is the third landslide level or the fourth landslide level, or, when the inclination level is the third inclination level or the fourth inclination level and the landslide level is the second landslide level, obtaining the hidden danger warning level of the target tower as the second warning level; issuing safety warning information of the target tower according to the hidden danger warning level may include: when the hidden danger warning level is the second warning level, issuing second warning information of the target tower; the second warning information is used to indicate that there is a medium-term safety risk of the target tower.

[0081] In this embodiment, if the inclination level is the second inclination level and the landslide level is the third landslide level or the fourth landslide level, the hidden danger warning level corresponding to the target tower can be obtained as the second warning level; and if the inclination level is the third inclination level or the fourth inclination level and the landslide level is the second landslide level, the hidden danger warning level corresponding to the target tower can also be obtained as the second warning level. Among them, the second warning level means that the landslide deformation stage of the target area has entered the early stage of the acceleration stage, or the target tower has obvious deformation, so that the target tower faces a greater risk of damage in the medium term (for example, within a few months or a year).

[0082] Among them, when the hidden danger warning level of the target tower is the second warning level, the second warning information of the target tower can be issued. Optionally, the second warning information can be sent to the terminal used by the maintenance personnel of the target tower and the monitoring system of the power system to notify relevant personnel of the medium-term safety risk of the target tower. Optionally, the second warning information can use an orange background or orange logo when displayed in the terminal to reflect its urgency. Optionally, the second warning information can also include relevant prompt information for maintenance of the risks faced by the target tower, such as prompting maintenance measures such as adding guy wires to the target tower, strengthening inspections and testing of the target tower, and arranging for the relocation of the target tower.

[0083] In this embodiment, when the inclination level of the target tower indicates that it has obvious deformation or the landslide level of the target area indicates that the landslide deformation stage has entered the early stage of the acceleration stage, the hidden danger warning level corresponding to the target tower is set to the second warning level and the corresponding second warning information is issued. This can achieve accurate identification and timely notification of the medium-term safety risks faced by the target tower, so that the maintenance personnel of the target tower can perform targeted maintenance on the safety risks faced by the target tower according to the second warning information, which is conducive to slowing down the speed of damage to the tower and making adequate preparations for responding to safety risks that the tower may face in the future.

[0084] In an exemplary embodiment, obtaining the hidden danger warning level of the target tower according to the inclination level and the landslide level may include: when the inclination level is the third inclination level and the landslide level is the third landslide level or the fourth landslide level, or, when the inclination level is the third inclination level or the fourth inclination level and the landslide level is the third landslide level, obtaining the hidden danger warning level of the target tower as the third warning level; issuing safety warning information of the target tower according to the hidden danger warning level may include: when the hidden danger warning level is the third warning level, issuing the third warning information of the target tower; the third warning information is used to indicate that there is a long-term safety risk to the target tower.

[0085] In this embodiment, if the inclination level is the third inclination level and the landslide level is the third landslide level or the fourth landslide level, the hidden danger warning level corresponding to the target tower can be obtained as the third warning level; and if the inclination level is the third inclination level or the fourth inclination level and the landslide level is the third landslide level, the hidden danger warning level corresponding to the target tower can also be obtained as the third warning level. Among them, the third warning level means that the landslide deformation stage of the target area has entered the constant speed deformation stage, or the target tower has already shown signs of deformation, but the target tower is unlikely to be damaged in the medium term (for example, within one year).

[0086] Among them, when the hidden danger warning level of the target tower is the third warning level, the third warning information of the target tower can be issued. Optionally, the third warning information can be sent to the terminal used by the maintenance personnel of the target tower and the monitoring system of the power system to notify relevant personnel of the long-term safety risk of the target tower. Optionally, the third warning information can be displayed in the terminal with a yellow background or yellow logo to reflect its urgency. Optionally, the third warning information can also include relevant prompt information for maintenance of the risks faced by the target tower, such as prompting to install ground monitoring devices in the target area where the target tower is located, increase the frequency of special patrols in the rainy season, take engineering management measures such as building drainage ditches, slope protection or piling in the target area, and arrange expert consultation to determine the disposal plan for the target tower.

[0087] In this embodiment, when the inclination level of the target tower indicates that it has signs of deformation or the landslide level of the target area indicates that the landslide deformation stage has entered the constant-speed deformation stage, the hidden danger warning level corresponding to the target tower is set to the third warning level and the corresponding third warning information is issued. This can achieve accurate identification and timely notification of the long-term safety risks faced by the target tower, so that the maintenance personnel of the target tower can carry out targeted preventive treatment of the safety risks faced by the target tower according to the third warning information, which is conducive to reducing the risk of damage to the tower and can make adequate preparations for responding to the safety risks that the tower may face in the future.

[0088] In an exemplary embodiment, obtaining the hidden danger warning level of the target tower according to the inclination level and the landslide level may include: when the inclination level is the fourth inclination level and the landslide level is the fourth landslide level, obtaining the hidden danger warning level of the target tower as the fourth warning level; issuing safety warning information of the target tower according to the hidden danger warning level may include: when the hidden danger warning level is the fourth warning level, issuing the fourth warning information of the target tower; the fourth warning information is used to indicate that no safety risk has been found in the target tower.

[0089] It is understandable that when the inclination level is the fourth inclination level and the landslide level is the fourth landslide level, the deformation of the target tower and the landslide deformation in the target area will not affect the safety of the target tower. Based on this, the hidden danger warning level of the target tower can be set to the fourth warning level, and the corresponding fourth warning information can be issued. Among them, the fourth warning information can be used to indicate that no safety risks have been found in the target tower. Optionally, the fourth warning information can be displayed with a blue background or a blue logo to indicate its urgency, and the fourth warning information can also include prompt information indicating a regular inspection of the target tower.

[0090] It should be understood that, although the steps in the flowcharts involved in the above embodiments are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence according to the order indicated by the arrows. Unless there is a clear explanation in this article, the execution of these steps is not strictly limited in order, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above embodiments may include multiple steps or multiple stages, and these steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these steps or stages is not necessarily carried out in sequence, but can be executed in turn or alternately with other steps or at least a part of the steps or stages in other steps.

[0091] Based on the same inventive concept, the embodiment of the present application also provides a pole tower safety hazard warning device considering landslide state for implementing the pole tower safety hazard warning method considering landslide state involved in the above-mentioned. The implementation scheme for solving the problem provided by the device is similar to the implementation scheme recorded in the above-mentioned method, so the specific limitations in the embodiments of one or more pole tower safety hazard warning devices considering landslide state provided below can refer to the limitations of the pole tower safety hazard warning method considering landslide state above, and will not be repeated here.

[0092] In an exemplary embodiment, Figure 5 As shown, a tower safety hazard early warning device 500 considering landslide conditions is provided, comprising:

[0093] A first acquisition module 501 is used to acquire the pole tower inclination data of the target pole tower, and obtain the inclination level of the target pole tower according to the pole tower inclination data;

[0094] The second acquisition module 502 is used to acquire the landslide deformation data of the target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data;

[0095] The warning classification module 503 is used to obtain the hidden danger warning level of the target tower according to the tilt level and the landslide level;

[0096] The information publishing module 504 is used to publish the safety warning information of the target tower according to the hidden danger warning level.

[0097] In an exemplary embodiment, the tower inclination data includes the inclination of the target tower; the landslide deformation data includes the inclination change rate of the target area; the first acquisition module 501 is used to: obtain the inclination level of the target tower according to the inclination of the target tower and the inclination range corresponding to each preset inclination level; wherein, in the descending order of the inclination, the preset inclination levels include a first inclination level, a second inclination level, a third inclination level, and a fourth inclination level; the second acquisition module 502 is used to: obtain the landslide level of the target area according to the inclination change rate and the inclination change rate range corresponding to each preset landslide level; wherein, in the descending order of the inclination change rate, the preset landslide levels include a first landslide level, a second landslide level, a third landslide level, and a fourth landslide level.

[0098] In an exemplary embodiment, the device also includes: a third acquisition module, used to acquire the tower height of the target tower; a fourth acquisition module, used to obtain the first inclination range corresponding to each of the preset inclination levels of the target tower if the tower height is greater than a height threshold; a fifth acquisition module, used to obtain the second inclination range corresponding to each of the preset inclination levels of the target tower if the tower height is not greater than the height threshold; wherein the lower limit of the first inclination range corresponding to the first inclination level is smaller than the lower limit of the second inclination range; the upper limit of the first inclination range corresponding to each of the second inclination level, the third inclination level, and the fourth inclination level is smaller than the upper limit of the second inclination range.

[0099] In an exemplary embodiment, the warning classification module 503 is used to: when the inclination level is the first inclination level, or when the landslide level is the first landslide level, or when the inclination level is the second inclination level and the landslide level is the second landslide level, obtain the hidden danger warning level of the target tower as the first warning level; the information release module 504 is used to: when the hidden danger warning level is the first warning level, release the first warning information of the target tower; the first warning information is used to indicate that the target tower has a short-term safety risk.

[0100] In an exemplary embodiment, the warning classification module 503 is used to: when the inclination level is the second inclination level and the landslide level is the third landslide level or the fourth landslide level, or when the inclination level is the third inclination level or the fourth inclination level and the landslide level is the second landslide level, obtain the hidden danger warning level of the target tower as the second warning level; the information release module 504 is used to: when the hidden danger warning level is the second warning level, release the second warning information of the target tower; the second warning information is used to indicate that the target tower has a medium-term safety risk.

[0101] In an exemplary embodiment, the warning classification module 503 is used to: when the inclination level is the third inclination level and the landslide level is the third landslide level or the fourth landslide level, or when the inclination level is the third inclination level or the fourth inclination level and the landslide level is the third landslide level, obtain the hidden danger warning level of the target tower as the third warning level; the information release module 504 is used to: when the hidden danger warning level is the third warning level, release the third warning information of the target tower; the third warning information is used to indicate that the target tower has a long-term safety risk.

[0102] Each module in the above-mentioned pole tower safety hazard warning device considering landslide state can be implemented in whole or in part by software, hardware and their combination. The above-mentioned modules can be embedded in or independent of the processor in the computer device in the form of hardware, or can be stored in the memory of the computer device in the form of software, so that the processor can call and execute the corresponding operations of each of the above modules.

[0103] In an exemplary embodiment, a computer device is provided. The computer device may be a server, and its internal structure diagram may be as shown in FIG. Figure 6 As shown. The computer device includes a processor, a memory, an input / output interface (Input / Output, referred to as I / O) and a communication interface. The processor, the memory and the input / output interface are connected through a system bus, and the communication interface is connected to the system bus through the input / output interface. The processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program and a database. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is used to store data such as tower inclination data and landslide deformation data. The input / output interface of the computer device is used to exchange information between the processor and an external device. The communication interface of the computer device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, a tower safety hazard early warning method considering the landslide state is implemented.

[0104] Those skilled in the art will understand that Figure 6 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0105] In one embodiment, a computer device is further provided, including a memory and a processor, wherein a computer program is stored in the memory, and the processor implements the steps in the above method embodiments when executing the computer program.

[0106] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the steps in the above-mentioned method embodiments are implemented.

[0107] In one embodiment, a computer program product is provided, including a computer program, which implements the steps in the above method embodiments when executed by a processor.

[0108] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant regulations.

[0109] Those skilled in the art can understand that all or part of the processes in the above-mentioned embodiments can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to the memory, database or other medium used in the embodiments provided in this application can include at least one of non-volatile memory and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetic random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. As an illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM). The database involved in each embodiment provided in this application may include at least one of a relational database and a non-relational database. Non-relational databases may include distributed databases based on blockchains, etc., but are not limited to this. The processor involved in each embodiment provided in this application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, an artificial intelligence (AI) processor, etc., but are not limited to this.

[0110] The technical features of the above embodiments may be combined arbitrarily. To make the description concise, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this application.

[0111] The above embodiments only express several implementation methods of the present application, and the descriptions thereof are relatively specific and detailed, but they cannot be understood as limiting the scope of the present application. It should be pointed out that, for a person of ordinary skill in the art, several variations and improvements can be made without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the attached claims.

Claims

1. A tower safety hazard early warning method considering landslide conditions, characterized in that: The method comprises: Acquire the pole tower inclination data of the target pole tower, and obtain the inclination grade of the target pole tower according to the pole tower inclination data; Acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data; Obtaining a hidden danger warning level of the target tower according to the tilt level and the landslide level; According to the hidden danger warning level, safety warning information of the target tower is issued.

2. The method according to claim 1, characterized in that The tower inclination data includes the inclination of the target tower; the landslide deformation data includes the rate of change of the inclination angle of the target area; The step of obtaining the inclination level of the target tower according to the tower inclination data comprises: According to the inclination of the target pole tower and the inclination range corresponding to each preset inclination level, the inclination level of the target pole tower is obtained; wherein, in descending order of the inclination, the preset inclination levels include a first inclination level, a second inclination level, a third inclination level, and a fourth inclination level; The step of obtaining the landslide grade of the target area according to the landslide deformation data includes: The landslide grade of the target area is obtained according to the inclination change rate and the inclination change rate range corresponding to each preset landslide grade; wherein, in descending order of the inclination change rate, the preset landslide grades include a first landslide grade, a second landslide grade, a third landslide grade, and a fourth landslide grade.

3. The method according to claim 2, characterized in that Before obtaining the inclination level of the target tower according to the inclination of the target tower and the inclination ranges corresponding to the preset inclination levels, the method further includes: Obtaining the tower height of the target tower; If the tower height is greater than the height threshold, a first inclination range corresponding to each of the preset inclination levels of the target tower is obtained; If the tower height is not greater than the height threshold, the second inclination range corresponding to each preset inclination level of the target tower is obtained; wherein the lower limit of the first inclination range corresponding to the first inclination level is smaller than the lower limit of the second inclination range; the upper limit of the first inclination range corresponding to the second inclination level, the third inclination level, and the fourth inclination level are each smaller than the upper limit of the second inclination range.

4. The method according to claim 2, characterized in that: The step of obtaining the hidden danger warning level of the target tower according to the tilt level and the landslide level includes: When the inclination level is the first inclination level, or when the landslide level is the first landslide level, or when the inclination level is the second inclination level and the landslide level is the second landslide level, the hidden danger warning level of the target tower is obtained to be the first warning level; The issuing of safety warning information of the target tower according to the hidden danger warning level includes: When the hidden danger warning level is the first warning level, the first warning information of the target tower is issued; the first warning information is used to indicate that the target tower has a short-term safety risk.

5. The method according to claim 2, characterized in that: The step of obtaining the hidden danger warning level of the target tower according to the tilt level and the landslide level includes: When the inclination level is the second inclination level and the landslide level is the third landslide level or the fourth landslide level, or when the inclination level is the third inclination level or the fourth inclination level and the landslide level is the second landslide level, the hidden danger warning level of the target tower is obtained to be the second warning level; The issuing of safety warning information of the target tower according to the hidden danger warning level includes: When the hidden danger warning level is the second warning level, the second warning information of the target tower is issued; the second warning information is used to indicate that the target tower has a medium-term safety risk.

6. The method according to claim 2, characterized in that The step of obtaining the hidden danger warning level of the target tower according to the tilt level and the landslide level includes: When the inclination level is the third inclination level and the landslide level is the third landslide level or the fourth landslide level, or when the inclination level is the third inclination level or the fourth inclination level and the landslide level is the third landslide level, the hidden danger warning level of the target tower is obtained to be the third warning level; The issuing of safety warning information of the target tower according to the hidden danger warning level includes: When the hidden danger warning level is the third warning level, the third warning information of the target tower is issued; the third warning information is used to indicate that the target tower has a long-term safety risk.

7. A tower safety hazard early warning device considering landslide conditions, characterized in that: The device comprises: A first acquisition module is used to acquire the pole tower inclination data of the target pole tower, and obtain the inclination level of the target pole tower according to the pole tower inclination data; A second acquisition module is used to acquire landslide deformation data of a target area where the target tower is located, and obtain the landslide grade of the target area according to the landslide deformation data; An early warning classification module, used to obtain a hidden danger early warning level of the target tower according to the tilt level and the landslide level; The information release module is used to release the safety warning information of the target tower according to the hidden danger warning level.

8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 6 are implemented.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.

10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.

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