Cable trench management method and device, computer equipment and storage medium

Abstract

The invention relates to a cable trench management method and device, computer equipment and a storage medium. Historical environment data of a cable trench at multiple historical moments before the current moment are acquired; according to the historical environment data of the plurality of historical moments, determining predicted environment data of the cable trench in a future preset duration; and when it is determined that the predicted environment data exceeds the preset environment threshold value, the equipment for adjusting the environment data is started, so that the environment data of the cable trench in the future preset duration is prevented from being abnormal. According to the scheme, the predicted environment data of the cable trench in the future preset duration is predicted according to the acquired historical environment data of the cable trench, and the equipment for adjusting the environment data is started before the future moment corresponding to the predicted environment data exceeding the preset environment threshold value. Therefore, the environmental data of the cable trench in the future preset duration is prevented from being abnormal, and the cable is prevented from being damaged.

Description

Technical Field

[0001] The present application relates to the field of electric power technology, and in particular to a cable trench management method, device, computer equipment and storage medium. Background Art

[0002] With the rapid development of urbanization, more and more people are pouring into cities, which has led to a sharp increase in electricity demand. In order to meet this demand, the power distribution network is constantly expanding, and the use of high-voltage cables is becoming more and more common. Cable trenches, as important infrastructure supporting these cables, and the environmental conditions inside them are crucial to the safe operation of cables. If the environmental data in the cable trench exceeds the normal range, it may cause damage to the cables and even cause fires or accidents.

[0003] In traditional technology, manual inspection is usually used to determine whether there is any abnormality in the cable trench, and intervention is usually only carried out when the cable trench is confirmed to be abnormal, which is likely to cause damage to the cable. Summary of the invention

[0004] Based on this, it is necessary to provide a cable trench management method, device, computer equipment and storage medium to address the above technical problems, which can avoid damage to the cables.

[0005] In a first aspect, the present application provides a cable trench management method, the method comprising:

[0006] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0007] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0008] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

[0009] In one embodiment, determining predicted environmental data of the cable trench within a preset time period in the future based on historical environmental data at multiple historical moments includes:

[0010] Constructing an environmental data change curve of the cable trench according to historical environmental data at multiple historical moments;

[0011] According to the environmental data variation curve, the predicted environmental data of the cable trench within a preset time period in the future is determined.

[0012] In one embodiment, determining predicted environmental data of the cable trench within a preset time period in the future according to the environmental data change curve includes:

[0013] Obtain weather data for the location of the cable trench within a preset time period in the future;

[0014] The predicted environmental data of the cable trench within a preset time period in the future are determined according to the environmental data variation curve and the weather data.

[0015] In one of the embodiments, when it is determined that the predicted environmental data exceeds a preset environmental threshold, before a future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, starting a device for adjusting the environmental data includes:

[0016] When it is determined that there is a moment when the predicted environmental data exceeds a preset environmental threshold within a future preset time period, a device for adjusting environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold.

[0017] In one of the embodiments, when it is determined that the predicted environmental data exceeds a preset environmental threshold, before a future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, starting a device for adjusting the environmental data includes:

[0018] When it is determined that the predicted environmental data exceeds the preset environmental threshold for a continuous preset number of moments within a preset time period in the future, the device for adjusting the environmental data is started before the future moment corresponding to the first predicted environmental data exceeding the preset environmental threshold.

[0019] In one of the embodiments, when the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data includes a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

[0020] In a second aspect, the present application also provides a cable trench management device, the device comprising:

[0021] An acquisition module, used to acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0022] A determination module, used to determine predicted environmental data of the cable trench within a preset time period in the future based on historical environmental data at multiple historical moments;

[0023] A start-up module is used to start a device for adjusting environmental data before a future moment corresponding to the predicted environmental data exceeding the preset environmental threshold when it is determined that the predicted environmental data exceeds the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the preset time period in the future.

[0024] In a third aspect, the present application further provides a computer device, the computer device comprising a memory and a processor, the memory storing a computer program, and the processor implementing the following steps when executing the computer program:

[0025] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0026] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0027] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

[0028] In a fourth aspect, the present application further provides a computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the following steps are implemented:

[0029] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0030] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0031] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

[0032] In a fifth aspect, the present application further provides a computer program product, the computer program product comprising a computer program, which implements the following steps when executed by a processor:

[0033] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0034] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0035] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

[0036] The cable trench management method, device, computer equipment and storage medium described above obtain the historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of the temperature data, humidity data, water depth data and gas concentration data of the cable trench; and based on the historical environmental data at multiple historical moments, the predicted environmental data of the cable trench within a preset time period in the future is determined; and then, when it is determined that the predicted environmental data exceeds a preset environmental threshold, the device for adjusting the environmental data is started to avoid abnormal environmental data of the cable trench within a preset time period in the future. The above scheme predicts the predicted environmental data of the cable trench within a preset time period in the future based on the acquired historical environmental data of the cable trench, and starts the device for adjusting the environmental data before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within a preset time period in the future, thereby avoiding damage to the cable. BRIEF DESCRIPTION OF THE DRAWINGS

[0037] Figure 1 A schematic diagram of a process of a cable trench management method in one embodiment;

[0038] Figure 2 A schematic diagram of a process for determining predicted environmental data of a cable trench in one embodiment;

[0039] Figure 3 A schematic diagram of a flow chart for determining predicted environmental data of a cable trench in another embodiment;

[0040] Figure 4 A schematic diagram of a flow chart of a cable trench management method in another embodiment;

[0041] Figure 5 is a structural block diagram of a cable trench management device in one embodiment;

[0042] Figure 6 FIG. 4 is a diagram showing the internal structure of a computer device in one embodiment. DETAILED DESCRIPTION

[0043] 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.

[0044] The cable trench management method provided in the embodiment of the present application can be applied to the application scenario of monitoring the status of the cable trench. The method provided in the embodiment of the present application can be executed by a server or by a terminal with a little computing power.

[0045] The server may be implemented as an independent server or a server cluster composed of multiple servers. The terminal may be, but is not limited to, various personal computers, laptops, smart phones, tablet computers, IoT devices and portable wearable devices. IoT devices may be smart speakers, smart TVs, smart air conditioners, smart car-mounted devices, etc. Portable wearable devices may be smart watches, smart bracelets, head-mounted devices, etc.

[0046] In one embodiment, Figure 1 As shown, a cable trench management method is provided, which is described by taking the method applied to a server as an example, and includes the following steps:

[0047] S101, obtaining historical environmental data of the cable trench at multiple historical moments before the current moment.

[0048] For example, when monitoring the status of a cable trench, in order to avoid determining whether there is an abnormality in the cable trench by obtaining data at the current moment, and then performing abnormal processing to avoid possible damage to the cable caused by the abnormality, historical environmental data of the cable trench at multiple historical moments before the current moment can be obtained.

[0049] The historical environmental data includes at least one of the temperature data, humidity data, water depth data and gas concentration data of the cable trench.

[0050] Exemplarily, a variety of sensors may be provided in the cable trench, such as a temperature sensor, a humidity sensor, a water level sensor, a smoke sensor, and a gas sensor, to detect temperature data, humidity data, water depth data, and gas concentration data of the cable trench.

[0051] S102, determining predicted environmental data of the cable trench within a preset time period in the future based on historical environmental data at multiple historical moments.

[0052] Furthermore, the change trend of the environmental data can be predicted based on multiple historical environmental data, and the predicted environmental data of the cable trench within a preset time period in the future can be determined based on the change trend of the environmental data. For example, the predicted temperature data of the cable trench within a preset time period in the future can be predicted based on multiple historical temperature data; and the predicted humidity data of the cable trench within a preset time period in the future can be predicted based on multiple historical humidity data; the predicted humidity data of the cable trench within a preset time period in the future can also be predicted based on multiple historical water depth data; and the predicted concentration data of the cable trench within a preset time period in the future can also be predicted based on multiple historical gas concentration data.

[0053] For example, if the temperature in the cable trench rises, the temperature data usually changes gradually, that is, there is a change process, and the predicted temperature data at future moments can be predicted based on the historical temperature data at multiple moments. And it can be transmitted to the server through wireless communication technology; among them, the wireless communication technology can adopt General Packet Radio Service (GPRS) or Narrow Band Internet of Things (NB-IoT) and other technologies.

[0054] S103, when it is determined that the predicted environmental data exceeds the preset environmental threshold, before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, start the device for adjusting the environmental data to avoid abnormal environmental data of the cable trench within the future preset time period.

[0055] Furthermore, a preset environmental threshold can be set according to the critical value of the abnormality in the cable trench, wherein the preset environmental threshold can include a temperature data threshold, a humidity data threshold, a water depth data threshold and a gas concentration data threshold; and then the predicted temperature data can be compared with the temperature data threshold, and the predicted humidity data can be compared with the humidity data threshold, and the predicted water depth data can be compared with the water depth data threshold, and the predicted gas concentration data can be compared with the gas concentration data threshold.

[0056] In the case where it is determined that any predicted environmental data exceeds the preset environmental threshold, that is, in the case where it is determined that the predicted environmental data exceeds the preset environmental threshold, the future time corresponding to the predicted environmental data exceeding the preset threshold is determined, and before the future time, the device for adjusting the environmental data is started to avoid abnormal environmental data of the cable trench within the future preset time period. For example, if it is determined that the predicted temperature data will exceed the temperature data threshold in the sixth hour in the future, the cooling device can be started before the sixth hour in the future to avoid abnormal temperature data of the cable trench in the sixth hour in the future.

[0057] The above cable trench management method obtains the historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of the temperature data, humidity data, water depth data and gas concentration data of the cable trench; and based on the historical environmental data at multiple historical moments, determines the predicted environmental data of the cable trench within a preset time period in the future; and then, when it is determined that the predicted environmental data exceeds the preset environmental threshold, starts the device for adjusting the environmental data to avoid abnormal environmental data of the cable trench within the preset time period in the future. The above scheme predicts the predicted environmental data of the cable trench for a preset time period in the future based on the acquired historical environmental data of the cable trench, and starts the device for adjusting the environmental data before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, to avoid abnormal environmental data of the cable trench within the preset time period in the future, thereby avoiding damage to the cable.

[0058] In some optional implementations, see Figure 2 , Figure 2 A schematic diagram of a process for determining predicted environmental data of a cable trench within a preset time period in the future is provided, which specifically includes the following steps:

[0059] S201, constructing an environmental data change curve of the cable trench based on historical environmental data at multiple historical moments.

[0060] Exemplarily, the change curves of temperature data, humidity data, water depth data and gas concentration data can be constructed respectively according to the historical environmental data at multiple historical moments. For example, the historical environmental data at multiple historical moments can be sorted out first to ensure the accuracy and completeness of the data. For missing or abnormal data, appropriate processing or supplementation is required. Then, a chart making tool (such as Excel, MATLAB, Python, etc.) can be used to present the sorted historical environmental data in the form of a curve to obtain the environmental data change curve of the cable trench. Among them, the horizontal axis of the environmental data change curve represents time, and the vertical axis represents historical environmental data (such as historical temperature data, historical humidity data, historical water depth data and historical gas concentration data).

[0061] S202, determining predicted environmental data of the cable trench within a preset time period in the future according to the environmental data change curve.

[0062] Furthermore, the environmental data change curve can be analyzed to obtain the future trend of the environmental data change curve, and the predicted environmental data of the cable trench within a preset time period in the future can be determined based on the future trend of the environmental change curve. For example, the predicted temperature data of the cable trench within a preset time period in the future can be determined based on the temperature data change curve; the predicted humidity data of the cable trench within a preset time period in the future can be determined based on the humidity data change curve; the water depth data of the cable trench within a preset time period in the future can be determined based on the water depth data change curve; the predicted gas concentration data of the cable trench within a preset time period in the future can be determined based on the gas concentration data change curve.

[0063] In an embodiment of the present application, an environmental data change curve of the cable trench is constructed through historical environmental data of multiple historical moments, and based on the environmental data change curve, predicted environmental data of the cable trench within a preset time period in the future is determined to facilitate determination of whether the predicted environmental data exceeds a preset environmental threshold, and based on the relationship between the predicted environmental data and the preset environmental threshold, it is determined whether to start a device for adjusting the environmental data, so as to achieve the purpose of avoiding abnormal environmental data of the cable trench within a preset time period in the future.

[0064] In some optional implementations, in order to make the predicted environmental data more accurate, weather data and environmental change curves may be combined to predict the environmental data.

[0065] Based on this, see Figure, Figure 3 Another process diagram for determining predicted environmental data of a cable trench within a preset time period in the future is provided, which specifically includes the following steps:

[0066] S301, obtaining weather data of the location of the cable trench within a preset time period in the future.

[0067] For example, the environmental data of the cable trench in the future preset time period may be affected by the weather. For example, an increase in rainfall may cause the water depth or humidity data in the cable trench to increase; an increase in temperature may also cause the temperature data in the cable trench to increase; an increase in temperature may also cause a fire in the cable trench, thereby increasing the gas concentration. Based on this, the weather data of the location of the cable trench in the future preset time period can be obtained at the meteorological station.

[0068] S302, determining predicted environmental data of the cable trench within a preset time period in the future according to the environmental data change curve and weather data.

[0069] Furthermore, the predicted environmental data to be corrected for the cable trench within a preset time period in the future can be determined based on the environmental change curve; and correction coefficients can be assigned to different weather data in advance based on the degree of influence of weather data on environmental data, and the correction coefficients can be used to correct the predicted environmental data to be corrected for the cable trench within a preset time period in the future based on the environmental change curve, thereby obtaining the predicted environmental data for the cable trench within a preset time period in the future.

[0070] For example, based on the temperature change curve, the temperature data to be corrected in the cable trench within a preset time period in the future is first predicted; then, based on the coefficient corresponding to the temperature in the weather data, the temperature data to be corrected is corrected to obtain the predicted temperature data of the cable trench within a preset time period in the future.

[0071] In the embodiment of the present application, the accuracy of the predicted environmental data can be improved by combining the ambient temperature curve and weather data to predict the predicted environmental data of the cable trench within a preset period of time in the future.

[0072] In some optional implementations, in the above embodiment, when S103 determines that the predicted environmental data exceeds the preset environmental threshold, before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, the device for adjusting the environmental data is started, which can be specifically implemented in the following manner:

[0073] When it is determined that there is a moment when the predicted environmental data exceeds the preset environmental threshold within the future preset time period, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold. That is, within the future preset time period, as long as there is a moment when the predicted environmental data exceeds the preset environmental threshold, it is considered that the predicted environmental data is abnormal, and the device for adjusting the environmental data can be started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data in the cable trench within the future preset time period.

[0074] In an embodiment of the present application, when it is determined that there is a moment in the future when the predicted environmental data exceeds the preset environmental threshold within a preset time period, it can be determined that there is an abnormality in the predicted environmental data. At this time, before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, starting the device for adjusting the environmental data can avoid abnormalities in the environmental data of the cable trench within the future preset time period, thereby avoiding damage to the cable.

[0075] In some optional implementations, in the above embodiment, when S103 determines that the predicted environmental data exceeds the preset environmental threshold, before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, starting the device for adjusting the environmental data can also be implemented in the following manner:

[0076] When it is determined that the predicted environmental data for a preset number of consecutive moments within a preset time period in the future exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the first future moment corresponding to the predicted environmental data exceeding the preset environmental threshold. That is, in order to avoid misjudging the predicted environmental data as abnormal within the preset time period in the future, the predicted environmental data will be considered abnormal only when the predicted environmental data for a preset number of consecutive moments within the preset time period in the future exceeds the preset environmental threshold. At this time, the device for adjusting the environmental data can be started before the first future moment corresponding to the predicted environmental data exceeding the preset environmental threshold to avoid abnormal environmental data in the cable trench within the preset time period in the future.

[0077] In the embodiment of the present application, only when it is determined that the predicted environmental data for a continuous preset number of moments within a preset time period in the future exceeds the preset environmental threshold value, the predicted environmental data is considered to be abnormal, thereby avoiding misjudgment of abnormal predicted environmental data. At this time, before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold value, the device for adjusting the environmental data is started, which can avoid abnormal environmental data of the cable trench within the preset time period in the future, thereby avoiding damage to the cable.

[0078] In some optional implementations, when the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data in the above embodiments may include a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

[0079] For example, before predicting abnormal temperature data, starting the cooling fan can lower the temperature and avoid abnormal temperature data in the cable trench; before predicting abnormal humidity data and predicted water depth data, starting the water pump can lower the humidity data and water depth data and avoid abnormal humidity data and water depth data in the cable trench; abnormal gas concentration data usually indicates a fire, so before predicting abnormal gas concentration data, starting the fire extinguisher can lower the gas concentration data and avoid abnormal temperature data in the cable trench.

[0080] In an embodiment of the present application, by setting up a device for adjusting environmental data to adjust the environmental data of the cable trench, intervention can be made before the environmental data of the cable trench becomes abnormal, thereby avoiding abnormal environmental data of the cable trench and further avoiding damage to the cable.

[0081] In some optional implementations, see Figure 4 , Figure 4 A flow chart of another cable trench management method is provided, which specifically includes the following steps:

[0082] S401, obtaining historical environmental data of the cable trench at multiple historical moments before the current moment.

[0083] S402, constructing an environmental data change curve of the cable trench based on historical environmental data at multiple historical moments.

[0084] S403, obtaining weather data of the location of the cable trench within a preset time period in the future.

[0085] S404, determining predicted environmental data of the cable trench within a preset time period in the future according to the environmental data change curve and weather data.

[0086] S405, when it is determined that the predicted environmental data exceeds the preset environmental threshold, before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, start the device for adjusting the environmental data to avoid abnormal environmental data of the cable trench within the future preset time period.

[0087] The specific process of S401 to S405 can refer to the description of the above method embodiment, and its implementation principle and technical effect are similar, which will not be repeated here.

[0088] It should be understood that, although the various steps in the flowcharts involved in the above-mentioned 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 does not have a strict order restriction, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above-mentioned embodiments can 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.

[0089] Based on the same inventive concept, the embodiment of the present application also provides a cable trench management device for implementing the cable trench management method involved above. The implementation scheme for solving the problem provided by the device is similar to the implementation scheme recorded in the above method, so the specific limitations in one or more cable trench management device embodiments provided below can refer to the limitations of the cable trench management method above, and will not be repeated here.

[0090] In one embodiment, Figure 5 As shown, a cable trench management device is provided, comprising:

[0091] The acquisition module 10 is used to acquire the historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of the temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0092] A determination module 20, for determining predicted environmental data of the cable trench within a preset time period in the future based on historical environmental data at multiple historical moments;

[0093] The starting module 30 is used to start the device for adjusting the environmental data before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold when it is determined that the predicted environmental data exceeds the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

[0094] The above-mentioned cable trench management device obtains the historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of the temperature data, humidity data, water depth data and gas concentration data of the cable trench; and determines the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments; and then, when it is determined that the predicted environmental data exceeds the preset environmental threshold, starts the device for adjusting the environmental data to avoid abnormal environmental data of the cable trench within the preset time period in the future. The above-mentioned scheme predicts the predicted environmental data of the cable trench within the preset time period in the future based on the acquired historical environmental data of the cable trench, and starts the device for adjusting the environmental data before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, to avoid abnormal environmental data of the cable trench within the preset time period in the future, thereby avoiding damage to the cable.

[0095] In one embodiment, the determination module 20 specifically includes:

[0096] A construction unit, used for constructing an environmental data change curve of the cable trench according to historical environmental data at multiple historical moments;

[0097] The determination unit is used to determine the predicted environmental data of the cable trench within a preset time period in the future according to the environmental data change curve.

[0098] In one embodiment, the determining unit is specifically configured to:

[0099] Acquire weather data of the location of the cable trench within a preset time period in the future; and determine predicted environmental data of the cable trench within a preset time period in the future based on the environmental data change curve and the weather data.

[0100] In one embodiment, the startup module 30 is specifically used to:

[0101] When it is determined that there is a moment when the predicted environmental data exceeds a preset environmental threshold within a future preset time period, a device for adjusting environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold.

[0102] In one embodiment, the startup module 30 is specifically used to:

[0103] When it is determined that the predicted environmental data exceeds the preset environmental threshold for a continuous preset number of moments within a preset time period in the future, the device for adjusting the environmental data is started before the future moment corresponding to the first predicted environmental data exceeding the preset environmental threshold.

[0104] In one of the embodiments, when the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data includes a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

[0105] Each module in the above cable trench management device can be implemented in whole or in part by software, hardware, or a combination thereof. Each module can be embedded in or independent of a processor in a computer device in the form of hardware, or can be stored in a memory in a computer device in the form of software, so that the processor can call and execute operations corresponding to each module.

[0106] In one embodiment, a computer device is provided. The computer device may be a server, and its internal structure diagram may be as follows: Figure 6 As shown. The computer device includes a processor, a memory and a network interface connected through a system bus. Among them, 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 environmental data of the cable trench. The network 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 cable trench management method is implemented.

[0107] 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.

[0108] In one embodiment, a computer device is provided, including a memory and a processor, wherein a computer program is stored in the memory, and when the processor executes the computer program, the following steps are implemented:

[0109] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0110] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0111] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold to avoid abnormal environmental data of the cable trench within the future preset time period.

[0112] In one embodiment, when the processor executes the computer program, the processor further implements the following steps:

[0113] Based on the historical environmental data at multiple historical moments, an environmental data change curve of the cable trench is constructed; based on the environmental data change curve, the predicted environmental data of the cable trench within a preset time period in the future is determined.

[0114] In one embodiment, when the processor executes the computer program, the processor further implements the following steps:

[0115] Obtain weather data for the location of the cable trench within a preset time period in the future; determine predicted environmental data for the cable trench within a preset time period in the future based on an environmental data change curve and weather data.

[0116] In one embodiment, when the processor executes the computer program, the processor further implements the following steps:

[0117] When it is determined that there is a moment when the predicted environmental data exceeds the preset environmental threshold within a future preset time period, a device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold.

[0118] In one embodiment, when the processor executes the computer program, the processor further implements the following steps:

[0119] When it is determined that the predicted environmental data exceeds the preset environmental threshold for a continuous preset number of moments within a preset time period in the future, the device for adjusting the environmental data is started before the future moment corresponding to the first predicted environmental data exceeding the preset environmental threshold.

[0120] In one embodiment, when the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data includes a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

[0121] In one embodiment, a computer readable storage medium is provided, on which a computer program is stored, and when the computer program is executed by a processor, the following steps are implemented:

[0122] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0123] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0124] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold to avoid abnormal environmental data of the cable trench within the future preset time period.

[0125] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0126] Based on the historical environmental data at multiple historical moments, an environmental data change curve of the cable trench is constructed; based on the environmental data change curve, the predicted environmental data of the cable trench within a preset time period in the future is determined.

[0127] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0128] Obtain weather data for the location of the cable trench within a preset time period in the future; determine predicted environmental data for the cable trench within a preset time period in the future based on an environmental data change curve and weather data.

[0129] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0130] When it is determined that there is a moment when the predicted environmental data exceeds the preset environmental threshold within a future preset time period, a device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold.

[0131] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0132] When it is determined that the predicted environmental data exceeds the preset environmental threshold for a continuous preset number of moments within a preset time period in the future, the device for adjusting the environmental data is started before the future moment corresponding to the first predicted environmental data exceeding the preset environmental threshold.

[0133] In one embodiment, when the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data includes a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

[0134] In one embodiment, a computer program product is provided, comprising a computer program, which, when executed by a processor, implements the following steps:

[0135] Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench;

[0136] Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments;

[0137] When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold to avoid abnormal environmental data of the cable trench within the future preset time period.

[0138] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0139] Based on the historical environmental data at multiple historical moments, an environmental data change curve of the cable trench is constructed; based on the environmental data change curve, the predicted environmental data of the cable trench within a preset time period in the future is determined.

[0140] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0141] Obtain weather data for the location of the cable trench within a preset time period in the future; determine predicted environmental data for the cable trench within a preset time period in the future based on an environmental data change curve and weather data.

[0142] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0143] When it is determined that there is a moment when the predicted environmental data exceeds the preset environmental threshold within a future preset time period, a device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold.

[0144] In one embodiment, when the computer program is executed by a processor, the following steps are also implemented:

[0145] When it is determined that the predicted environmental data exceeds the preset environmental threshold for a continuous preset number of moments within a preset time period in the future, the device for adjusting the environmental data is started before the future moment corresponding to the first predicted environmental data exceeding the preset environmental threshold.

[0146] In one embodiment, when the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data includes a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

[0147] 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.

[0148] Those skilled in the art can understand that all or part of the processes in the above-mentioned embodiment methods 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 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), magnetoresistive 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, etc., but are not limited to this.

[0149] 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 specification.

[0150] The above-described 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 cable trench management method, characterized in that: The method comprises: Acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench; Determine the predicted environmental data of the cable trench within a preset time period in the future based on the historical environmental data at multiple historical moments; When it is determined that the predicted environmental data exceeds the preset environmental threshold, the device for adjusting the environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

2. The method according to claim 1, characterized in that Determining predicted environmental data of the cable trench within a preset time period in the future based on historical environmental data at multiple historical moments includes: Constructing an environmental data change curve of the cable trench according to historical environmental data at multiple historical moments; According to the environmental data variation curve, the predicted environmental data of the cable trench within a preset time period in the future is determined.

3. The method according to claim 2, characterized in that Determining predicted environmental data of the cable trench within a preset time period in the future according to the environmental data change curve includes: Obtain weather data for the location of the cable trench within a preset time period in the future; The predicted environmental data of the cable trench within a preset time period in the future are determined according to the environmental data variation curve and the weather data.

4. The method according to claim 2, characterized in that: When it is determined that the predicted environmental data exceeds the preset environmental threshold, before a future time corresponding to the predicted environmental data exceeding the preset environmental threshold, starting a device for adjusting the environmental data includes: When it is determined that there is a moment when the predicted environmental data exceeds a preset environmental threshold within a future preset time period, a device for adjusting environmental data is started before the future moment corresponding to the predicted environmental data exceeding the preset environmental threshold.

5. The method according to claim 2, characterized in that: When it is determined that the predicted environmental data exceeds the preset environmental threshold, before a future time corresponding to the predicted environmental data exceeding the preset environmental threshold, starting a device for adjusting the environmental data includes: When it is determined that the predicted environmental data exceeds the preset environmental threshold for a continuous preset number of moments within a preset future time period, the device for adjusting the environmental data is started before the future moment corresponding to the first predicted environmental data exceeding the preset environmental threshold.

6. The method according to any one of claims 1 to 5, characterized in that: In the case where the historical environmental data includes temperature data, humidity data, water depth data and gas concentration data of the cable trench, the device for adjusting the environmental data includes a cooling fan for adjusting the temperature data, a water pump for adjusting the humidity data and the water depth data, and a fire extinguisher for adjusting the gas concentration data.

7. A cable trench management device, characterized in that: The device comprises: An acquisition module, used to acquire historical environmental data of the cable trench at multiple historical moments before the current moment; wherein the historical environmental data includes at least one of temperature data, humidity data, water depth data and gas concentration data of the cable trench; A determination module, used to determine predicted environmental data of the cable trench within a preset time period in the future based on historical environmental data at multiple historical moments; A start-up module is used to start a device for adjusting environmental data before a future moment corresponding to the predicted environmental data exceeding the preset environmental threshold when it is determined that the predicted environmental data exceeds the preset environmental threshold, so as to avoid abnormal environmental data of the cable trench within the future preset time period.

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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