System and method for monitoring vibrations in cable runs

Abstract

The embodiment of the application discloses a kind of vibration monitoring system and method in cable operation, the method comprises: obtaining monitored vibration data, determine whether the vibration data meets abnormal identification condition;In response to the judgment result that the vibration data meets abnormal identification condition, obtain the vibration data to be identified of corresponding duration;Matching is carried out to the vibration data to be identified based on pre-set identification model;In the case where matching result is obtained, vibration alarm prompt is carried out based on the matching result.This scheme identifies whether the vibration data obtained is abnormal by setting abnormal condition, obtains the vibration data to be identified of corresponding duration according to the judgment result, and matches with pre-set identification model, and vibration alarm prompt is carried out based on matching result, to realize the vibration condition of power cable is monitored with high accuracy, to discover the behavior of destroying power cable as soon as possible and give stop.

Description

Technical Field

[0001] This application relates to the field of cable monitoring technology, and in particular to a vibration monitoring system and method for cables in operation. Background Technology

[0002] With the development of technology, the electricity demand of domestic cities is constantly increasing, and the use of cables is becoming more and more widespread. Cables are quite valuable, and many criminals try to steal cables for profit. Through statistical analysis of high-voltage power cable accidents in recent years, it has been found that external damage or cable theft is the main cause of power cable failures.

[0003] In existing technologies, most monitoring devices are installed at the cable locations to monitor whether anyone is damaging or stealing the cables. However, these devices cannot provide early warnings, detect damage to power cables in time, or stop ongoing acts of vandalism. Summary of the Invention

[0004] This invention provides a vibration monitoring system and method for power cables in operation, which solves the problem in the prior art that it is impossible to provide early warnings, detect damage to power cables in time, and stop ongoing destructive activities in a timely manner. It achieves high-precision monitoring of the vibration of power cables, so as to detect and stop destructive behaviors of power cables as early as possible.

[0005] In a first aspect, embodiments of the present invention provide a vibration monitoring method for cables in operation, comprising: acquiring monitored vibration data and determining whether the vibration data meets anomaly identification conditions; in response to the determination result that the vibration data meets the anomaly identification conditions, acquiring vibration data to be identified for a corresponding duration; matching the vibration data to be identified based on a pre-set identification model; and, if a matching result is obtained, providing a vibration alarm prompt based on the matching result.

[0006] Optionally, determining whether the vibration data meets the anomaly identification criteria includes:

[0007] Determine whether, among the vibration data reported at multiple consecutive time points, there are at least two time points where the vibration parameters are greater than the preset value;

[0008] Accordingly, the judgment result in response to the vibration data satisfying the anomaly identification conditions includes:

[0009] The response is based on the judgment that there are at least two time points where the vibration parameters are greater than the preset value.

[0010] Optionally, acquiring the vibration data to be identified for the corresponding duration includes:

[0011] Based on the vibration data reported at multiple consecutive time points, the vibration change level is determined;

[0012] Based on the vibration change level, vibration data to be identified for a corresponding duration is obtained, wherein the higher the vibration change level, the shorter the duration obtained.

[0013] Optionally, the identification model includes different vibration triggering events and corresponding vibration records. Accordingly, the matching of the vibration data to be identified based on the pre-set identification model includes:

[0014] The vibration data to be identified is matched based on the pre-set vibration trigger events and the corresponding vibration records.

[0015] Optionally, the vibration record may include a graph.

[0016] Optionally, the vibration alarm prompt based on the matching result includes:

[0017] Based on the vibration triggering events recorded in the matching results, alarm information is generated to provide vibration alarm prompts.

[0018] Optionally, if no matching result is obtained, it is determined whether to trigger an alarm based on the manual detection result. If it is determined to trigger an alarm, the corresponding vibration trigger event and the corresponding vibration record are generated and saved for subsequent vibration data matching.

[0019] Secondly, embodiments of the present invention also provide a vibration monitoring system for cables during operation, comprising:

[0020] The vibration data acquisition module is used to acquire the monitored vibration data;

[0021] An anomaly identification module is used to determine whether the vibration data meets the anomaly identification conditions;

[0022] The vibration data acquisition module is used to acquire vibration data of a corresponding duration in response to the judgment result that the vibration data meets the abnormal identification conditions.

[0023] The vibration data matching module is used to match the vibration data to be identified based on a pre-set identification model.

[0024] The vibration alarm module is used to provide a vibration alarm based on the matching result when a matching result is obtained.

[0025] Thirdly, embodiments of the present invention also provide a vibration monitoring device for cables during operation, the device comprising:

[0026] One or more processors;

[0027] Storage device for storing one or more programs.

[0028] When the one or more programs are executed by the one or more processors, the one or more processors implement the vibration monitoring method for cable operation as described in the embodiments of the present invention.

[0029] Fourthly, embodiments of the present invention also provide a storage medium for storing computer-executable instructions, which, when executed by a computer processor, are used to perform the vibration monitoring method for cable operation described in embodiments of the present invention.

[0030] In this embodiment of the invention, monitored vibration data is acquired, and it is determined whether the vibration data meets the anomaly identification conditions. In response to the judgment result that the vibration data meets the anomaly identification conditions, vibration data of a corresponding duration to be identified is acquired. The vibration data to be identified is matched based on a pre-set identification model. If a matching result is obtained, a vibration alarm is triggered based on the matching result. This solution solves the problem in the prior art of failing to provide early warnings and timely detection and prevention of damage to power cables before they are damaged. It achieves high-precision monitoring of the vibration of power cables, enabling early detection and prevention of damage. Attached Figure Description

[0031] Figure 1 A flowchart of a cable vibration monitoring method provided in an embodiment of the present invention;

[0032] Figure 2 A flowchart illustrating a method for determining whether vibration data is abnormal, provided in an embodiment of the present invention;

[0033] Figure 3 A schematic diagram of a vibration curve that meets the anomaly identification conditions is provided as an example of the present invention;

[0034] Figure 4 A flowchart illustrating a method for acquiring vibration data of a corresponding duration provided in an embodiment of the present invention;

[0035] Figure 5 A flowchart of a method for matching vibration data to be identified, provided by an embodiment of the present invention;

[0036] Figure 6 A block diagram of the module structure of the cable vibration monitoring method provided in this embodiment of the invention;

[0037] Figure 7 This is a schematic diagram of the structure of a cable vibration monitoring device provided in an embodiment of the present invention. Detailed Implementation

[0038] The embodiments of the present invention will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the present invention and not intended to limit the scope of the invention. Furthermore, it should be noted that, for ease of description, the accompanying drawings show only the parts relevant to the embodiments of the present invention, and not all structures.

[0039] Figure 1 A flowchart of a cable vibration monitoring method provided in an embodiment of the present invention is shown below. Figure 1 As shown, it specifically includes:

[0040] Step S101: Obtain the monitored vibration data and determine whether the vibration data meets the anomaly identification conditions.

[0041] The vibration data can be data detected by the system that displays the vibration of the cable, including vibration time points and amplitude. The anomaly identification conditions can be pre-set conditions within the system to determine whether the cable vibration is abnormal. The vibration sensor transmits the monitored vibration data to the system. The system executes a vibration data acquisition command to obtain the monitored vibration data, analyzes the acquired vibration data, and determines whether the acquired vibration data is abnormal based on the anomaly identification conditions set within the system. In one example, the anomaly identification condition is to determine whether, among the vibration data reported at multiple consecutive time points, there are at least two time points where the corresponding vibration parameters are greater than a preset value. After obtaining the monitored vibration data, the system analyzes the acquired vibration data. If at least two time points have vibration parameters greater than the preset value, the vibration data meets the anomaly identification condition; otherwise, the vibration data does not meet the anomaly identification condition.

[0042] Step S102: In response to the judgment result that the vibration data meets the abnormal identification conditions, obtain the vibration data to be identified for the corresponding duration.

[0043] The corresponding duration can be determined based on the reported vibration data. Different vibration data conditions correspond to different vibration change levels, and each vibration change level has a corresponding duration. The vibration data to be identified can be vibration data of the corresponding duration obtained from the monitored vibration data, used to identify the cause of cable vibration triggering. After acquiring the monitored vibration data, the system determines whether the vibration data is abnormal based on the set anomaly identification conditions. When the vibration data meets the anomaly identification conditions, the system, in response to the judgment result that the vibration data meets the anomaly identification conditions, determines the corresponding vibration change level based on the monitored vibration data and obtains the vibration data to be identified with the corresponding duration of the vibration change level from the monitored vibration data. In one example, in response to the judgment result that the vibration data meets the anomaly identification conditions, the system determines the vibration change level of the vibration data based on the vibration data reported at multiple consecutive time points and obtains the vibration data to be identified with the corresponding duration of the vibration change level.

[0044] Step S103: Match the vibration data to be identified based on the pre-set identification model.

[0045] The identification model can be a pre-set training model within the system that can identify and match the vibration data to be identified to the corresponding vibration triggering cause of the cable. It can be a neural network model, and the identification model can include different vibration triggering events and corresponding vibration condition records. After the system acquires the vibration data to be identified for a corresponding duration, it inputs the vibration data into the pre-set identification model within the system and outputs the vibration triggering cause of the cable that matches the vibration data. In one example, the identification model set within the system is a neural network model. The neural network model includes different vibration triggering events and corresponding vibration condition records. The vibration data to be identified is used as input data, and the vibration triggering cause is used as output data. The vibration data to be identified is input into the set neural network model, and the corresponding vibration triggering cause is output.

[0046] Step S104: If a matching result is obtained, a vibration alarm is triggered based on the matching result.

[0047] The vibration alarm notification can be used to alert staff to abnormal cable vibrations, and can include voice alarms, screen alarms, telephone alarms, and other alarm notification methods. If a matching result is obtained, the system will issue a vibration alarm notification to staff based on the matching result. If no matching result is obtained, the vibration data to be identified will be manually inspected. Based on the manual inspection result, it will be determined whether an alarm should be triggered. If an alarm is triggered, a corresponding vibration trigger event and a corresponding vibration record will be generated and saved in the system as training samples for future matching of vibration data in similar situations, eliminating the need for further manual inspection to determine alarm triggering. In one instance, the system matches the vibration data to be identified based on a pre-set recognition model. If the matching result is "excessive wind speed," the system alerts staff via voice alarm. In another instance, the system matches the vibration data to be identified based on a pre-set recognition model. If no matching result is obtained, the vibration data is manually inspected. If the cause of the abnormal vibration is determined to be electromagnetic interference, an alarm is triggered. The corresponding vibration trigger event and vibration record are generated and saved in the system as training samples. These samples are used for matching vibration data when similar situations occur again, eliminating the need for manual inspection to determine whether an alarm should be triggered in the future.

[0048] As described above, the process involves acquiring monitored vibration data and determining whether the vibration data meets the anomaly identification conditions. In response to the judgment result that the vibration data meets the anomaly identification conditions, vibration data of a corresponding duration is acquired for identification. The vibration data to be identified is matched against a pre-set identification model. If a matching result is obtained, a vibration alarm is triggered based on the matching result. This solution solves the problem in existing technologies where early warning is impossible, preventing timely detection and prevention of damage to power cables before they are damaged. It achieves high-precision monitoring of the vibration of power cables, enabling early detection and prevention of destructive activities.

[0049] Figure 2 A flowchart of a method for determining whether vibration data is abnormal, provided by an embodiment of the present invention, is shown below. Figure 2 As shown, it specifically includes:

[0050] Step S201: Obtain the monitored vibration data and determine whether there are at least two vibration parameters corresponding to multiple consecutive time points that are greater than the preset value.

[0051] like Figure 3 As shown, Figure 3 This is a schematic diagram of a vibration curve that meets the abnormal identification conditions, provided as an example of the present invention. The horizontal axis represents time points in minutes, and the vertical axis represents amplitude in meters. The preset value is 1.5, and 01, 02, and 03 are time points where the vibration parameter is greater than the preset value.

[0052] The vibration parameter can be the amplitude in the monitored vibration data; the preset value can be a standard threshold pre-set in the system to measure the vibration parameter. If only one time point in the acquired vibration data corresponds to a vibration parameter greater than the preset value, the cable vibration may not be abnormal, but merely a temporary vibration caused by external factors, and no alarm is needed. Determining whether at least two time points in the vibration data reported from multiple consecutive time points correspond to vibration parameters greater than the preset value can improve the accuracy of anomaly detection and save energy. In one example, after the system acquires the monitored vibration data, it analyzes the vibration data and determines that if three time points in the vibration data reported from multiple consecutive time points correspond to amplitudes greater than the system-set preset value, then the acquired vibration data meets the anomaly identification conditions.

[0053] Step S202: In response to the judgment result that the vibration data meets the abnormal identification conditions, obtain the vibration data to be identified for the corresponding duration.

[0054] Step S203: Match the vibration data to be identified based on the pre-set identification model.

[0055] Step S204: If a matching result is obtained, a vibration alarm is triggered based on the matching result.

[0056] As described above, the process involves acquiring monitored vibration data and determining whether the vibration data meets the anomaly identification conditions. In response to the judgment result that the vibration data meets the anomaly identification conditions, vibration data of a corresponding duration is acquired for identification. The vibration data to be identified is matched against a pre-set identification model. If a matching result is obtained, a vibration alarm is triggered based on the matching result. This solution solves the problem in existing technologies where early warning is impossible, preventing timely detection and prevention of damage to power cables before they are damaged. It achieves high-precision monitoring of the vibration of power cables, enabling early detection and prevention of destructive activities.

[0057] Figure 4A flowchart of a method for obtaining vibration data to be identified for a corresponding duration, provided by an embodiment of the present invention, is shown below. Figure 4 As shown, it specifically includes:

[0058] Step S301: Obtain the monitored vibration data and determine whether the vibration data meets the anomaly identification conditions.

[0059] Step S302: In response to the judgment result that there are at least two time points where the vibration parameters are greater than the preset value, the vibration change level is determined according to the vibration data reported at the consecutive multiple time points, and the vibration data to be identified for a corresponding duration is obtained based on the vibration change level, wherein the higher the vibration change level, the shorter the duration of acquisition.

[0060] The vibration change level can be a classification based on the amplitude of vibration parameter changes at multiple consecutive time points. After the system identifies anomalies in the acquired vibration data, in response to the judgment that there are at least two time points where the vibration parameters are greater than a preset value, the system queries the vibration change level corresponding to the abnormal vibration situation. Based on the determined vibration change level, the system obtains the vibration data to be identified for the corresponding duration before the time point when the vibration parameter is greater than the preset value. The higher the vibration change level, the shorter the acquisition duration, because a higher vibration change level indicates a more obvious vibration, and a shorter acquisition duration is required. In one example, the vibration change level can be divided into three levels based on the amplitude of vibration parameter changes at multiple consecutive time points: low, medium, and high, with corresponding acquisition durations of one hour, half an hour, and 10 minutes, respectively. If the detected abnormal vibration data has a high vibration change level, then the vibration data for the ten minutes before the time point when the vibration parameter is greater than the preset value is obtained as the vibration data to be identified.

[0061] Step S303: Match the vibration data to be identified based on the pre-set identification model.

[0062] Step S304: If a matching result is obtained, a vibration alarm is triggered based on the matching result.

[0063] As described above, the process involves acquiring monitored vibration data and determining whether the vibration data meets the anomaly identification conditions. In response to the judgment result that the vibration data meets the anomaly identification conditions, vibration data of a corresponding duration is acquired for identification. The vibration data to be identified is matched against a pre-set identification model. If a matching result is obtained, a vibration alarm is triggered based on the matching result. This solution solves the problem in existing technologies where early warning is impossible, preventing timely detection and prevention of damage to power cables before they are damaged. It achieves high-precision monitoring of the vibration of power cables, enabling early detection and prevention of destructive activities.

[0064] Figure 5 A flowchart of a method for matching vibration data to be identified, provided by an embodiment of the present invention, is shown below. Figure 5 As shown, it specifically includes:

[0065] Step S401: Obtain the monitored vibration data and determine whether the vibration data meets the anomaly identification conditions.

[0066] Step S402: In response to the judgment result that the vibration data meets the abnormal identification conditions, obtain the vibration data to be identified for the corresponding duration.

[0067] Step S403: The identification model includes different vibration triggering events and corresponding vibration condition records. Based on the pre-set vibration triggering events and corresponding vibration condition records, the vibration data to be identified is matched.

[0068] The vibration triggering event can be any event that causes abnormal cable vibration, including excessive wind speed, theft, or animal pulling. The vibration record can be a stored record of cable vibrations during past abnormal vibrations, which can be a graph with time on the x-axis and amplitude on the y-axis. The system has a pre-set recognition model that stores records of past abnormal cable vibrations and their corresponding triggering events. After detecting abnormal vibration data and acquiring vibration data of the corresponding duration to be identified, the data is input into the pre-set recognition model. The system then queries and outputs the cable vibration triggering event that matches the data in the pre-set vibration triggering events and corresponding vibration record. In one example, the system uses a neural network model, which includes different vibration triggering events and their corresponding vibration record. The acquired vibration data is input into the neural network model, and if the output vibration triggering event is excessive wind speed, the matching result is that excessive wind speed caused abnormal cable vibration.

[0069] Step S404: If a matching result is obtained, a vibration alarm is triggered based on the matching result.

[0070] As described above, the process involves acquiring monitored vibration data and determining whether the vibration data meets the anomaly identification conditions. In response to the judgment result that the vibration data meets the anomaly identification conditions, vibration data of a corresponding duration is acquired for identification. The vibration data to be identified is matched against a pre-set identification model. If a matching result is obtained, a vibration alarm is triggered based on the matching result. This solution solves the problem in existing technologies where early warning is impossible, preventing timely detection and prevention of damage to power cables before they are damaged. It achieves high-precision monitoring of the vibration of power cables, enabling early detection and prevention of destructive activities.

[0071] Figure 6 This is a block diagram of the module structure of a cable vibration monitoring method provided in an embodiment of the present invention. The smart cable is used to execute the cable vibration monitoring method provided in the above embodiment, and has the corresponding functional modules and beneficial effects for executing the method. Figure 6 As shown, the device specifically includes:

[0072] Vibration data acquisition module 101 is used to acquire the monitored vibration data;

[0073] Anomaly identification module 102 is used to determine whether the vibration data meets the anomaly identification conditions;

[0074] The vibration data acquisition module 103 is used to acquire vibration data of a corresponding duration in response to the judgment result that the vibration data meets the abnormal identification conditions.

[0075] The vibration data matching module 104 is used to match the vibration data to be identified based on a pre-set identification model.

[0076] The vibration alarm prompting module 105 is used to provide a vibration alarm prompt based on the matching result when a matching result is obtained.

[0077] As described above, the process involves acquiring monitored vibration data and determining whether the data meets anomaly identification conditions. In response to the determination that the vibration data meets these conditions, vibration data of a corresponding duration is acquired for identification. The vibration data is then matched against a pre-set identification model. Finally, a vibration alarm is triggered based on the matching result. This solution addresses the problem in existing technologies where early warning is impossible, preventing damage to power cables before it occurs and enabling timely intervention. It achieves high-precision monitoring of power cable vibration, facilitating early detection and prevention of damage.

[0078] In one possible embodiment, the anomaly identification module 102 is specifically used for:

[0079] Determine whether, among the vibration data reported at multiple consecutive time points, there are at least two time points where the vibration parameters are greater than the preset value;

[0080] Accordingly, the judgment result in response to the vibration data satisfying the anomaly identification conditions includes:

[0081] The response is based on the judgment that there are at least two time points where the vibration parameters are greater than the preset value.

[0082] In one example, the vibration data acquisition module 103 is specifically used for:

[0083] Based on the vibration data reported at multiple consecutive time points, the vibration change level is determined;

[0084] Based on the vibration change level, vibration data to be identified for a corresponding duration is obtained, wherein the higher the vibration change level, the shorter the duration obtained.

[0085] In one example, the vibration data matching module 104 to be identified is specifically used for:

[0086] The vibration data to be identified is matched based on the pre-set vibration trigger events and the corresponding vibration records.

[0087] In one example, the vibration data matching module 104 to be identified is further configured to:

[0088] The vibration record includes a graph.

[0089] In one example, the vibration alarm module 105 is specifically used for:

[0090] Based on the vibration triggering events recorded in the matching results, alarm information is generated to provide vibration alarm prompts.

[0091] In one example, a manual inspection module is also included, specifically for:

[0092] If no matching result is obtained, it is determined whether to trigger an alarm based on the manual detection result. If it is determined to trigger an alarm, the corresponding vibration trigger event and the corresponding vibration record are generated and saved for subsequent vibration data matching.

[0093] Figure 7 This is a schematic diagram of the structure of a cable vibration monitoring device provided in an embodiment of the present invention, as shown below. Figure 7 As shown, the device includes a processor 201, a memory 202, an input device 203, and an output device 204; the number of processors 201 in the device can be one or more. Figure 7 Taking a processor 201 as an example; the processor 201, memory 202, input device 203, and output device 204 in the device can be connected via a bus or other means. Figure 7 Taking a bus connection as an example, the memory 202, as a computer-readable storage medium, can be used to store software programs, computer-executable programs, and modules, such as the program instructions / modules corresponding to the cable vibration monitoring method in this embodiment of the invention. The processor 201 executes various functional applications and data processing of the device by running the software programs, instructions, and modules stored in the memory 202, thereby realizing the aforementioned cable vibration monitoring method. The input device 203 can be used to receive input digital or character information and generate key signal inputs related to user settings and function control of the device. The output device 204 may include a display screen or other display device.

[0094] This invention also provides a storage medium containing computer-executable instructions, which, when executed by a computer processor, are used to perform a vibration monitoring method for cable operation, the method comprising:

[0095] Acquire monitored vibration data and determine whether the vibration data meets the anomaly identification conditions; in response to the judgment result that the vibration data meets the anomaly identification conditions, acquire vibration data to be identified for a corresponding duration; match the vibration data to be identified based on a pre-set identification model; if a matching result is obtained, issue a vibration alarm prompt based on the matching result.

[0096] It is worth noting that in the embodiments of the above-mentioned vibration monitoring method and device for cable operation, the various units and modules included are only divided according to functional logic, but are not limited to the above division, as long as the corresponding functions can be achieved; in addition, the specific names of each functional unit are only for easy differentiation and are not used to limit the protection scope of the embodiments of the present invention.

[0097] Note that the above are merely preferred embodiments and the technical principles applied in this invention. Those skilled in the art will understand that the embodiments of this invention are not limited to the specific embodiments described herein, and various obvious changes, readjustments, and substitutions can be made without departing from the protection scope of this invention. Therefore, although the embodiments of this invention have been described in detail above, the embodiments of this invention are not limited to the above embodiments. More other equivalent embodiments may be included without departing from the concept of the embodiments of this invention, and the scope of the embodiments of this invention is determined by the scope of the appended claims.

Claims

1. Method for monitoring vibrations in a cable run, characterized in that include: Acquire the monitored vibration data and determine whether there are at least two vibration parameters that are greater than the preset value among the vibration data reported at multiple consecutive time points. In response to the judgment that there are at least two vibration parameters at time points that are greater than a preset value, the vibration change level is determined based on the vibration data reported at the consecutive multiple time points, and the vibration data to be identified for a corresponding duration is obtained based on the vibration change level, wherein the higher the vibration change level, the shorter the duration of acquisition. The vibration data to be identified is matched based on a pre-set identification model. If a matching result is obtained, a vibration alarm will be triggered based on the matching result; If no matching result is obtained, it is determined whether to trigger an alarm based on the manual detection result. If it is determined to trigger an alarm, the corresponding vibration trigger event and the corresponding vibration record are generated and saved for subsequent vibration data matching.

2. The vibration monitoring method for cables in operation according to claim 1, wherein the identification model includes different vibration triggering events and corresponding vibration records, and correspondingly, the matching of the vibration data to be identified based on the pre-set identification model includes: The vibration data to be identified is matched based on the pre-set vibration trigger events and the corresponding vibration records.

3. The vibration monitoring method for cables during operation according to claim 2, characterized in that, The vibration record includes a graph.

4. The vibration monitoring method for cables during operation according to claim 2, characterized in that, The vibration alarm prompt based on the matching result includes: Based on the vibration triggering events recorded in the matching results, alarm information is generated to provide vibration alarm prompts.

5. A vibration monitoring system for cables during operation, characterized in that, include: The vibration data acquisition module is used to acquire the monitored vibration data; The anomaly detection module is used to determine whether there are at least two vibration parameters that are greater than a preset value in the vibration data reported at multiple consecutive time points. The vibration data acquisition module is used to respond to the judgment result that there are at least two time points where the vibration parameters are greater than a preset value, determine the vibration change level based on the vibration data reported at the consecutive multiple time points, and acquire the vibration data to be identified for a corresponding duration based on the vibration change level, wherein the higher the vibration change level, the shorter the acquisition duration. The vibration data matching module is used to match the vibration data to be identified based on a pre-set identification model. The vibration alarm module is used to provide a vibration alarm prompt based on the matching result when a matching result is obtained; if no matching result is obtained, it determines whether to issue an alarm based on the manual detection result; if an alarm is issued, it generates and saves the corresponding vibration trigger event and the corresponding vibration condition record for subsequent vibration data matching.

6. A vibration monitoring device for cables in operation, the device comprising: One or more processors; A storage device for storing one or more programs, which, when executed by one or more processors, cause the one or more processors to implement the vibration monitoring method for cable operation as described in any one of claims 1-4.

7. A storage medium storing computer-executable instructions, which, when executed by a computer processor, are used to perform the vibration monitoring method for cable operation as described in any one of claims 1-4.

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