Real-time inspection and early warning method, device, equipment, and medium based on heat map

Abstract

The present application discloses a real-time inspection and early warning method, device, equipment, and medium based on a thermal map. The method includes: after the inspection and maintenance of the abnormal point is completed, a first early warning message is sent to the first account that detected the abnormal point. After a preset time period, if the abnormal point has not been inspected for the second time, its first current inspection area is determined based on the real-time thermal map of the first account; within the preset time period, a reference condition is determined based on the starting position point of the mobile point set corresponding to the thermal value change trend of the real-time thermal map and the line connecting the inspection abnormal point; based on whether the mobile point set meets the reference condition and whether the distance from the inspection abnormal point exceeds the preset distance threshold, the account that sends the first early warning message is re-determined. The present application determines whether the first account has a tendency to go to the abnormal point through the corresponding thermal value change trend and whether it is necessary to go to the abnormal point through the distance from the abnormal point, and combines the judgment of the object of the second inspection early warning message, so as to timely warn and improve the inspection efficiency.

Description

Technical Field

[0001] The present application relates to but is not limited to the field of data processing technology, and in particular to a real-time inspection and early warning method, device, equipment, and medium based on a thermal map. Background Art

[0002] At present, in order to strengthen the safety management of property communities and the quality of property services, the number of property community inspectors and inspection routes has been increased accordingly, and the inspectors are required to submit inspection records to the property system after the inspection, so as to quickly locate abnormal inspection points. However, since the inspection records are submitted manually by the inspectors and submitted to the system after the inspection is completed, there is a risk of low inspection record collection efficiency and incorrect inspection record filling, resulting in the property system being unable to collect inspection data in real time and accurately, and thus unable to timely identify abnormal inspection points for inspection warnings, making it difficult to ensure the quality of property management. Summary of the invention

[0003] The embodiments of the present application provide a real-time inspection and early warning method, device, equipment, and medium based on a heat map, which can collect inspection data in real time and conduct timely inspection and early warning, improve inspection efficiency, and effectively ensure the quality of property management.

[0004] In a first aspect, an embodiment of the present application provides a real-time inspection and early warning method based on a heat map, which is applied to a property system, including:

[0005] Determine any first account from a plurality of available inspection accounts, obtain the inspection data of the first account in real time, and render the property inspection area in real time according to the inspection data to obtain a real-time heat map of the first account, wherein the available inspection account is an account for logging into the property system, and the first account is an account for detecting inspection abnormalities;

[0006] When the inspection abnormal point is repaired, a first warning message for the inspection abnormal point is sent to the first account;

[0007] After a preset time period, when it is detected that the inspection abnormal point has not been inspected for a second time, determining a first current inspection area of ​​the first account based on the real-time heat map;

[0008] Determine a change trend of the thermal value of the real-time thermal map within the preset time period, wherein the change trend of the thermal value corresponds to a moving point set, and the thermal values ​​corresponding to the respective position points in the moving point set are arranged from low to high in chronological order;

[0009] Determining a reference condition based on a line connecting a starting position point of the moving point set and the inspection abnormal point;

[0010] Determine a first reference distance between the first current inspection area and the inspection abnormal point, determine a second account from multiple available inspection accounts based on whether the moving point set meets the reference condition and whether the first reference distance exceeds a preset distance threshold, and send the first warning information to the second account.

[0011] In some embodiments, the thermal value change trend corresponds to a moving point set, and the thermal values ​​corresponding to the respective position points in the moving point set are arranged in chronological order from low to high. Based on the first current inspection area, the thermal value change trend and the inspection abnormal point, a second account is determined from the plurality of available inspection accounts, including:

[0012] Selecting a starting position point from all the position points, and determining a reference condition based on a line connecting the starting position point and the inspection abnormal point;

[0013] Determining a first reference distance between the first current inspection area and the inspection abnormal point;

[0014] Based on whether the moving point set meets the reference condition and whether the first reference distance exceeds a preset distance threshold, a second account is determined from the plurality of available inspection accounts.

[0015] In some embodiments, determining the reference condition based on the line connecting the starting position point and the inspection abnormal point includes:

[0016] Generate a reference straight line based on the line connecting the starting position point and the inspection abnormal point;

[0017] A reference area is established according to a preset angle and the reference straight line, and the reference area is determined as the reference condition, wherein the preset angle indicates an offset angle of the reference straight line.

[0018] In some embodiments, the first account corresponds to a first inspection path, the first inspection path includes a set of position points, and the reference condition is determined based on the connection line between the starting position point and the inspection abnormal point, including:

[0019] Determine, from each position point in the position point set, a first reference point corresponding to the starting position point and a second reference point corresponding to the inspection abnormal point;

[0020] Selecting a plurality of third reference points between the first reference point and the second reference point from the position point set, and sequentially connecting the first reference point, each of the third reference points and the second reference point to obtain a reference path;

[0021] The reference path is determined as the reference condition.

[0022] In some embodiments, based on whether the moving point set satisfies the reference condition and whether the first reference distance exceeds a preset distance threshold, determining a second account from a plurality of the available inspection accounts comprises:

[0023] When the moving point set satisfies the reference condition and the first reference distance does not exceed the preset distance threshold, or when the moving point set does not satisfy the reference condition and the first reference distance does not exceed the preset distance threshold, determining the first account as the second account;

[0024] or,

[0025] When the moving point set satisfies the reference condition and the first reference distance exceeds the preset distance threshold, or, when the moving point set does not satisfy the reference condition and the first reference distance exceeds the preset distance threshold, a second account is determined from the remaining accounts in the available inspection accounts except the first account.

[0026] In some embodiments, determining the second account from the remaining accounts in the available inspection accounts except the first account includes:

[0027] Determine each second current inspection area and each second inspection path corresponding to each account remaining in the available inspection accounts except the first account;

[0028] Determine a second reference distance between each of the second current inspection areas and the inspection abnormal point;

[0029] Determine the paths that pass through the abnormal area where the abnormal inspection point is located in all the second inspection paths as candidate paths, and determine the accounts corresponding to the candidate paths as candidate accounts;

[0030] The account corresponding to the second reference distance with the smallest value among the candidate accounts is determined as the second account.

[0031] In some embodiments, the property system is in communication with a plurality of property devices, and the inspection data is obtained according to the following steps:

[0032] Determine the property device connected to the terminal corresponding to the first account through near field communication as a reference device, where there are multiple reference devices;

[0033] Acquire in real time the number of connections, connection times, and connection durations of near field communication connections between the first account and each of the reference devices;

[0034] The inspection data is generated based on the device position of each of the reference devices and the corresponding connection times, connection times and connection durations.

[0035] In some embodiments, the method further comprises:

[0036] For a third account of any one of the available inspection accounts, record a first number of times that a second inspection is not performed on the detected inspection abnormal point within the preset time period, and record a second number of times that the corresponding moving point set does not meet the reference condition;

[0037] When the first number exceeds a first preset number and / or the second number exceeds a second preset number, a second warning message is generated based on the first number, the second number and the third account, and the second warning message is sent to a preset account.

[0038] In a second aspect, an embodiment of the present application provides a control device, comprising at least one control processor and a memory for communicating with the at least one control processor; the memory stores instructions that can be executed by the at least one control processor, and the instructions are executed by the at least one control processor so that the at least one control processor can execute the real-time inspection and early warning method based on the thermal map as described in the first aspect.

[0039] In a third aspect, an embodiment of the present application further provides an electronic device, comprising the control device of the second aspect.

[0040] In a fourth aspect, an embodiment of the present application further provides a computer-readable storage medium storing computer-executable instructions, wherein the computer-executable instructions are used to execute the real-time inspection and early warning method based on the thermal map as described in the first aspect.

[0041] The embodiment of the present application provides a real-time inspection and early warning method, device, equipment, and medium based on a heat map, the method comprising: determining any first account from a plurality of available inspection accounts, obtaining the inspection data of the first account in real time, and rendering the property inspection area in real time according to the inspection data to obtain a real-time heat map of the first account, wherein the available inspection account is an account for logging into the property system, and the first account is an account for detecting an inspection abnormality; when the inspection abnormality is repaired, a first early warning message for the inspection abnormality is sent to the first account; after a preset time period, if it is detected that the inspection abnormality has not been inspected for the second time, determining the inspection abnormality based on the real-time heat map. The first current inspection area of ​​the first account; determine the thermal value change trend of the real-time thermal map within the preset time period, wherein the thermal value change trend corresponds to a moving point set, and the thermal values ​​corresponding to the various position points in the moving point set are arranged from low to high in chronological order; determine the reference condition based on the connection line between the starting position point of the moving point set and the inspection abnormal point; determine the first reference distance between the first current inspection area and the inspection abnormal point, and determine the second account from the multiple available inspection accounts based on whether the moving point set meets the reference condition and whether the first reference distance exceeds the preset distance threshold, and send the first warning information to the second account. According to the scheme provided by the embodiment of the present application, when it is detected that the abnormal point inspected by the first account is repaired, and no secondary inspection is performed after a preset time period, the first account is determined to have a tendency to go to the abnormal point through the corresponding thermal value change trend and whether it is necessary to go to the abnormal point through the distance from the abnormal point. Combined with the object of sending the inspection warning information for the second time, it is possible to conduct timely inspection and warning, improve inspection efficiency, and effectively ensure the quality of property management. BRIEF DESCRIPTION OF THE DRAWINGS

[0042] Figure 1 It is a flowchart of the steps of a real-time inspection and early warning method based on a heat map provided by an embodiment of the present application;

[0043] Figure 2 This is a structural diagram of a control device provided in another embodiment of the present application. DETAILED DESCRIPTION

[0044] 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.

[0045] It is understood that although the functional modules are divided in the device schematic diagram and the logical order is shown in the flow chart, in some cases, the steps shown or described may be performed in a different order than the module division in the device or the order in the flow chart. The terms "first", "second", etc. in the specification, claims or the above drawings are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence.

[0046] At present, in order to strengthen the safety management of property communities and the quality of property services, the number of property community inspectors and inspection routes has been increased accordingly, and the inspectors are required to submit inspection records to the property system after the inspection, so as to quickly locate abnormal inspection points. However, since the inspection records are submitted manually by the inspectors and submitted to the system after the inspection is completed, there is a risk of low inspection record collection efficiency and incorrect inspection record filling, resulting in the property system being unable to collect inspection data in real time and accurately, and thus unable to timely identify abnormal inspection points for inspection warnings, making it difficult to ensure the quality of property management.

[0047] To solve the above-mentioned problems, the embodiments of the present application provide a real-time inspection and early warning method, device, equipment, and medium based on a heat map, the method comprising: determining any first account from a plurality of available inspection accounts, obtaining the inspection data of the first account in real time, and rendering the property inspection area in real time according to the inspection data to obtain a real-time heat map of the first account, wherein the available inspection account is an account for logging into the property system, and the first account is an account for detecting the inspection abnormality; when the inspection abnormality is repaired, a first early warning message for the inspection abnormality is sent to the first account; after a preset time period, if it is detected that the inspection abnormality has not been inspected for the second time, based on the inspection abnormality, The real-time thermal map determines the first current inspection area of ​​the first account; determines the thermal value change trend of the real-time thermal map within the preset time period, wherein the thermal value change trend corresponds to a moving point set, and the thermal values ​​corresponding to the various position points in the moving point set are arranged from low to high in chronological order; determines the reference condition based on the connection line between the starting position point of the moving point set and the inspection abnormal point; determines the first reference distance between the first current inspection area and the inspection abnormal point, and determines the second account from the multiple available inspection accounts based on whether the moving point set meets the reference condition and whether the first reference distance exceeds the preset distance threshold, and sends the first warning information to the second account. According to the scheme provided by the embodiment of the present application, when it is detected that the abnormal point inspected by the first account is repaired, and no secondary inspection is performed after a preset time period, the first account is determined to have a tendency to go to the abnormal point through the corresponding thermal value change trend and whether it is necessary to go to the abnormal point through the distance from the abnormal point. Combined with judging the object of the second sending of the inspection warning information, it is possible to conduct timely inspection and warning, improve inspection efficiency, and thus effectively ensure the quality of property management.

[0048] The embodiments of the present application are further described below in conjunction with the accompanying drawings.

[0049] refer to Figure 1 , Figure 1 This is a flowchart of a real-time inspection and early warning method based on a heat map provided by an embodiment of the present application. The embodiment of the present application provides a real-time inspection and early warning method based on a heat map, which is applied to a property system. The method includes but is not limited to the following steps:

[0050] Step S10, determine any first account from multiple available inspection accounts, obtain the inspection data of the first account in real time, and render the property inspection area in real time according to the inspection data to obtain a real-time heat map of the first account, wherein the available inspection account is the account for logging into the property system, and the first account is the account for detecting the inspection abnormality.

[0051] Specifically, the purpose of this embodiment is to provide timely inspection warnings for detected inspection abnormalities, thereby triggering maintenance personnel to perform maintenance and secondary inspections after the maintenance is completed, and then achieving abnormal elimination of abnormalities in the abnormal inspection areas corresponding to the inspection abnormalities. Based on this, by determining any available inspection account that detects the inspection abnormality, that is, the real-time inspection data of the first account, and rendering the property inspection area according to the real-time inspection data to obtain the corresponding real-time heat map, thereby providing an effective data basis for subsequent monitoring of the real-time inspection path and real-time inspection area (that is, the real-time position in the property inspection area) corresponding to the first account.

[0052] Specifically, the real-time heat map of the present embodiment is generated based on the inspection data of any first account obtained in real time. The real-time heat map can indicate the real-time movement path and inspection concentrated areas of the first account. For example, the areas where the heat map color gradually becomes darker or the thermal value gradually increases correspond to the areas where the inspection personnel corresponding to the first account frequently move. And because the heat map is obtained by rendering the inspection map of the property inspection area, the inspection map corresponds to multiple location points. For the rendered real-time heat map, the real-time movement path of the inspection personnel corresponding to the first account can be determined by identifying the location points where the thermal values ​​increase.

[0053] In addition, specifically, in some embodiments, the property system is connected to multiple property devices in communication, and the steps of obtaining inspection data in this embodiment include but are not limited to the following steps:

[0054] Step S11, determining a property device that is connected to the terminal corresponding to the first account through near field communication as a reference device, where there are multiple reference devices;

[0055] Step S12, obtaining in real time the number of connections, connection times, and connection durations of the near field communication connections between the first account and each reference device;

[0056] Step S13, generating inspection data based on the device location of each reference device, the corresponding connection times, connection times and connection durations.

[0057] Specifically, the property system of this embodiment corresponds to a property APP, and the terminal corresponding to the first account can be a mobile phone device that has currently logged into the property APP or an NFC device bound to the first account. Since each property device is communicated with the property system, when the terminal corresponding to the first account is close to any property device, a near-field communication connection can be established between the two. Each reference device that detects the terminal corresponding to the first account immediately sends the number of connections, connection time, connection duration, and device location of the near-field communication connection between the first account and each reference device to the property system, so that the property system generates inspection data based on the device location of each reference device and the corresponding number of connections, connection time, and connection duration, thereby providing an effective data basis for the subsequent generation of real-time heat maps.

[0058] Step S20: When the inspection abnormal point is repaired, a first warning message for the inspection abnormal point is sent to the first account.

[0059] It can be understood that since the property system of the present application collects the inspection data of the inspection personnel in real time, when there are inspection abnormalities in the inspection data, a maintenance notification will be automatically sent to the maintenance personnel. After receiving the maintenance completion information feedback from the maintenance personnel, it is determined that the maintenance of the inspection abnormality point is completed. At this time, by sending the first early warning information for the inspection abnormality point to the first account, the inspection personnel who previously discovered the inspection abnormality point (that is, the inspection personnel corresponding to the first account) can be reminded to conduct a second inspection of the inspection abnormality point to check whether the maintenance situation is qualified in order to eliminate the inspection abnormality.

[0060] Step S30, after a preset time period, when it is detected that the inspection abnormal point has not been inspected for the second time, determining the first current inspection area of ​​the first account based on the real-time heat map.

[0061] Specifically, this embodiment does not limit the specific preset time period, which may be within 4 hours or 1 day from the time when the first warning information is sent for the first time, and can be determined by those skilled in the art according to actual conditions.

[0062] Specifically, after the inspection abnormal point is repaired, it is necessary to conduct a second inspection within a certain period of time to determine whether the abnormal state can be removed in time, so as to effectively ensure the quality of property services. Referring to the description of the above embodiment, since the system has sent the first warning information to the first account for inspection reminder after the inspection abnormal point is repaired, if the inspection abnormal point has not been inspected again after the preset time period, it is necessary to determine the current location of the first account, that is, the first current inspection area, which is used to subsequently determine the distance between the current location of the inspection personnel corresponding to the first account and the inspection abnormal point. Since it is necessary to ensure that the inspection abnormal point is completed as soon as possible within a certain period of time, it is necessary to determine whether the inspection personnel corresponding to the first account need to conduct a second inspection based on the distance between the current location of the inspection personnel corresponding to the first account and the inspection abnormal point. If the distance is too far, it is not necessary and other alternative measures are used to achieve it. If the distance is relatively close, the first account is urged to complete the second inspection as soon as possible.

[0063] Step S40, determining the thermal value change trend of the real-time thermal map within a preset time period, wherein the thermal value change trend corresponds to a moving point set, and the thermal values ​​corresponding to each position point in the moving point set are arranged from low to high in chronological order.

[0064] Specifically, since the thermal values ​​corresponding to each position point of the moving point set in the thermal value change trend of this embodiment are arranged from low to high in chronological order, the inspection path of the inspection personnel corresponding to the first account within the preset time period can be drawn based on each position point of the moving point set.

[0065] It can be understood that since the inspection abnormal point has not been inspected for the second time after the preset time period, this embodiment can determine the trend of changes in the thermal values ​​of the real-time thermal map within the preset time period, thereby being able to determine whether the inspection personnel corresponding to the first account within the preset time period have a tendency to approach the inspection abnormal point, that is, being able to determine whether the inspection personnel corresponding to the first account within the preset time period have a tendency to conduct a second inspection of the inspection abnormal point, thereby providing an effective data basis for the subsequent joint judgment of the object of sending the first inspection warning information for the second time in combination with the first current inspection area.

[0066] Step S50, determining a reference condition based on a line connecting the starting position point of the moving point set and the inspection abnormal point.

[0067] Specifically, the starting position point of this embodiment is the position point with the earliest timestamp in the mobile point concentration, indicating the position point where the inspection personnel corresponding to the first account is located when the inspection abnormal point is repaired.

[0068] It can be understood that since this embodiment needs to determine whether the inspection personnel corresponding to the first account have a tendency to conduct a secondary inspection on the inspection abnormality point within a preset time period, and the starting position point and the inspection abnormality point are the necessary position points for the inspection personnel corresponding to the first account to conduct a secondary inspection, therefore, this embodiment determines the reference conditions based on the line connecting the starting position point and the inspection abnormality point of the moving point set, and provides a basis for judging whether the inspection path within the preset time period has a tendency to conduct a secondary inspection.

[0069] Specifically, in some embodiments, Figure 1 Step S50 includes but is not limited to the following steps:

[0070] Step S51, generating a reference straight line according to the line connecting the starting position point and the inspection abnormal point;

[0071] Step S52, establishing a reference area according to a preset angle and a reference straight line, and determining the reference area as a reference condition, wherein the preset angle indicates an offset angle of the reference straight line.

[0072] It can be understood that the reference straight line generated according to the line connecting the starting position point and the inspection abnormality point can be specifically extended on both sides of the line segment connecting the starting position point and the inspection abnormality point to generate the reference straight line L, and the reference straight line L is based on the starting position point as the endpoint, and is rotated counterclockwise by a preset angle α to obtain the straight line L1, and the reference straight line L is rotated clockwise by a preset angle α to obtain the straight line L2, and the reference area S formed by the straight line L1 and the straight line L2 and the starting position point B is determined as the reference condition. Based on this, it is possible to determine whether the moving point set meets the reference condition by judging whether it is located in the reference area S or whether the proportion of each position point in the moving point set located in the reference area S is greater than the preset proportion, thereby providing an effective data basis for the subsequent combined judgment of the object of sending the first inspection warning information for the second time in combination with the first current inspection area.

[0073] Specifically, in some embodiments, the first account corresponds to a first inspection path, and the first inspection path includes a location point set. Figure 1 Step S50 includes but is not limited to the following steps:

[0074] Step S53, determining a first reference point corresponding to the starting position point and a second reference point corresponding to the inspection abnormal point from each position point in the position point set;

[0075] Step S54, selecting a plurality of third reference points between the first reference point and the second reference point from the position point set, and sequentially connecting the first reference point, each of the third reference points and the second reference point to obtain a reference path;

[0076] Step S55: determining the reference path as a reference condition.

[0077] Specifically, in this embodiment, the first inspection path corresponding to the first account is the inspection task route corresponding to the first account.

[0078] It can be understood that in this embodiment, the reference straight line is generated according to the connection line between the starting position point and the inspection abnormal point, and the first reference point corresponding to the starting position point and the second reference point corresponding to the inspection abnormal point can be determined from the various position points of the position point set of the first inspection path, and multiple third reference points between the first reference point and the second reference point are selected from the position point set, and the first reference point, each third reference point and the second reference point are sequentially connected to obtain a reference path, and the reference path is used to indicate the inspection path corresponding to the inspection abnormal point that tends to be inspected for a second time. The reference path is determined as a reference condition, and it can be determined whether the moving point set meets the reference condition by judging whether the path formed according to the moving point set overlaps with a section of the reference path or whether the overlap rate between the path formed according to the moving point set and the reference path is greater than a preset percentage, thereby providing an effective data basis for the subsequent combined judgment of the object of sending the first inspection warning information for the second time in combination with the first current inspection area.

[0079] Step S60, determine the first reference distance between the first current inspection area and the inspection abnormal point, determine the second account from multiple available inspection accounts based on whether the moving point set meets the reference condition and whether the first reference distance exceeds the preset distance threshold, and send the first warning information to the second account.

[0080] Specifically, in some embodiments, Figure 1 Step S60 of determining a second account from a plurality of available inspection accounts based on whether the moving point set meets the reference condition and whether the first reference distance exceeds a preset distance threshold, and sending the first warning information to the second account, includes but is not limited to the following steps:

[0081] Step S61, when the moving point set meets the reference condition and the first reference distance does not exceed the preset distance threshold, or when the moving point set does not meet the reference condition and the first reference distance does not exceed the preset distance threshold, determining the first account as the second account;

[0082] or,

[0083] Step S62, when the moving point set meets the reference condition and the first reference distance exceeds the preset distance threshold, or when the moving point set does not meet the reference condition and the first reference distance exceeds the preset distance threshold, determine the second account from the remaining accounts in the available inspection accounts except the first account.

[0084] Specifically, the preset distance threshold of this embodiment can be determined by those skilled in the art according to actual conditions, for example, it can be 500 meters or 1 kilometer.

[0085] It can be understood that the judgment basis for determining whether the second sending of the first warning information is to the first account or one of the remaining accounts in the available inspection accounts other than the first account in this embodiment includes two points: one is whether the first reference distance between the first current inspection area and the inspection abnormality point exceeds the preset distance threshold, and the other is whether the moving point set meets the reference condition. Specifically, when the moving point set meets the reference condition and the first reference distance does not exceed the preset distance threshold, or when the moving point set does not meet the reference condition and the first reference distance does not exceed the preset distance threshold, the first account is determined to be the second account, that is, when the inspection personnel corresponding to the first account has a tendency to conduct a second inspection of the inspection abnormality point and the inspection personnel corresponding to the first account is closer to the inspection abnormality point, or when the inspection personnel corresponding to the first account has no tendency to conduct a second inspection of the inspection abnormality point and the inspection personnel corresponding to the first account is closer to the inspection abnormality point, the second sending of the first warning information is determined to be the first account, with distance priority, and the inspection personnel corresponding to the first account is urged to conduct a second inspection as soon as possible; When the moving point set meets the reference condition and the first reference distance exceeds the preset distance threshold, or, when the moving point set does not meet the reference condition and the first reference distance exceeds the preset distance threshold, the second account is determined from the remaining accounts in the available inspection accounts except the first account, that is, when the inspection personnel corresponding to the first account has no tendency to conduct a second inspection of the inspection abnormality point and the inspection personnel corresponding to the first account is far away from the inspection abnormality point, or, when the inspection personnel corresponding to the first account has a tendency to conduct a second inspection of the inspection abnormality point and the inspection personnel corresponding to the first account is far away from the inspection abnormality point, the sending object of the second sending of the first warning information is determined to be one of the remaining accounts in the available inspection accounts except the first account.

[0086] Specifically, in some embodiments, the step S62 of determining the second account from the remaining accounts in the available inspection accounts except the first account includes but is not limited to the following steps:

[0087] Step S621, determining each second current inspection area and each second inspection path corresponding to each account remaining in the available inspection accounts except the first account;

[0088] Step S622, determining a second reference distance between each second current inspection area and the inspection abnormal point;

[0089] Step S623, determining the paths passing through the abnormal area where the abnormal inspection point is located in all the second inspection paths as candidate paths, and determining the accounts corresponding to the candidate paths as candidate accounts;

[0090] Step S624: determine the account corresponding to the second reference distance with the smallest value among the candidate accounts as the second account.

[0091] It can be understood that when the mobile point set corresponding to the first account does not meet the reference condition and the first reference distance exceeds the preset distance threshold, it is necessary to determine the second account from the remaining accounts in the available inspection accounts except the first account, that is, to change another inspection personnel to conduct a second inspection, and the method of selecting the second account is as follows: determine each second current inspection area and each second inspection path corresponding to each account remaining in the available inspection accounts except the first account; determine the second reference distance between each second current inspection area and the inspection abnormal point; determine the path passing through the abnormal area where the inspection abnormal point is located in all the second inspection paths as the candidate path, determine the account corresponding to the candidate path as the candidate account, and determine the account corresponding to the second reference distance with the smallest value in the candidate account as the second account, that is, when the real-time heat map indicates that the inspection personnel who found the inspection abnormal point cannot go to the abnormal area corresponding to the abnormal point in time, then select another inspection personnel who includes the abnormal area in the inspection task and is currently near the inspection abnormal point for a second inspection to ensure that the inspection abnormal point can be inspected in time, thereby improving the inspection efficiency and ensuring the quality of property management.

[0092] It can be understood that, referring to the description of the above embodiment, when it is detected that the abnormal point corresponding to the first account has been repaired, and no secondary inspection has been carried out after a preset time period, considering that the account that found the abnormal point may forget to conduct the secondary inspection, or cannot conduct the secondary inspection in time due to the long distance, if the secondary inspection object of the inspection abnormal point must be the account that found the abnormal point, it will be impossible to ensure that the abnormal situation corresponding to the inspection abnormal point cannot be updated and checked, affecting the quality of property inspection. Based on this, this embodiment determines whether the first account has a tendency to go to the abnormal point through the corresponding thermal value change trend and whether it is necessary to go to the abnormal point through the distance from the abnormal point, combined with the judgment of the object of the second sending of the inspection warning information (it can be the inspection personnel corresponding to the inspection abnormal point, or it can be other inspection personnel who can solve the problem more promptly), so as to timely conduct inspection and warning, improve inspection efficiency, and thus effectively ensure the quality of property inspection and property management.

[0093] In addition, in some embodiments, the real-time inspection and early warning method based on the heat map provided in the embodiments of the present application includes but is not limited to the following steps:

[0094] Step S71, for any third account of the available inspection accounts, recording the first number of times that the detected inspection abnormal point is not re-inspected within a preset time period, and recording the second number of times that the corresponding moving point set does not meet the reference condition;

[0095] Step S72, when the first number exceeds the first preset number and / or the second number exceeds the second preset number, a second warning message is generated based on the first number, the second number and the third account, and the second warning message is sent to the preset account.

[0096] Specifically, the third account of this embodiment is any one of the available inspection accounts, and the preset account is the property system administrator account.

[0097] It can be understood that this embodiment records the first number of times that any third account fails to conduct a secondary inspection on the detected inspection abnormality points within a preset time period, and records the second number of times that the corresponding mobile point set does not meet the reference conditions, so as to monitor the second number of times that the inspection personnel do not have the tendency to conduct a secondary inspection on the inspection abnormality points when a secondary inspection is required, and the first number of times that they are unable to complete their own secondary inspection tasks, and judge whether the inspection personnel are competent in combination with the corresponding first preset number of times and the second preset number of times, so as to provide effective support for the subsequent adjustment of the inspection personnel's work arrangements and reward and punishment operations, thereby ensuring the quality of property management.

[0098] like Figure 2 As shown, Figure 2 2 is a structural diagram of a control device provided in an embodiment of the present application. The present invention also provides a control device 200, including:

[0099] The processor 210 may be implemented by a general-purpose central processing unit (CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits, and is used to execute relevant programs to implement the technical solutions provided in the embodiments of the present application;

[0100] The memory 220 can be implemented in the form of a read-only memory (ROM), a static storage device, a dynamic storage device, or a random access memory (RAM). The memory 220 can store an operating system and other application programs. When the technical solution provided in the embodiment of this specification is implemented by software or firmware, the relevant program code is stored in the memory 220, and the processor 210 calls and executes the real-time inspection and early warning method based on the thermal map in the embodiment of this application;

[0101] Input / output interface 230, used to implement information input and output;

[0102] Communication interface 240, used to realize communication interaction between the apparatus and other devices, which can be realized by wired means (such as USB, network cable, etc.) or wireless means (such as mobile network, WIFI, Bluetooth, etc.);

[0103] bus 250 , which transmits information between the various components of the device (e.g., processor 210 , memory 220 , input / output interface 230 , and communication interface 240 );

[0104] The processor 210 , the memory 220 , the input / output interface 230 , and the communication interface 240 are connected to each other in communication within the device via the bus 250 .

[0105] In addition, an embodiment of the present application further provides an electronic device, including the control device 200 of the above embodiment.

[0106] In addition, an embodiment of the present application further provides a storage medium, which is a computer-readable storage medium and stores a computer program. When the computer program is executed by a processor, the above-mentioned real-time inspection and warning method based on a thermal map is implemented.

[0107] As a non-transient computer-readable storage medium, the memory can be used to store non-transient software programs and non-transient computer executable programs. In addition, the memory may include a high-speed random access memory, and may also include a non-transient memory, such as at least one disk storage device, a flash memory device, or other non-transient solid-state storage devices. In some embodiments, the memory may optionally include a memory remotely arranged relative to the processor, and these remote memories may be connected to the processor via a network. Examples of the above-mentioned networks include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and a combination thereof. The device embodiments described above are merely schematic, wherein the units described as separate components may or may not be physically separated, and are implemented to be located in one place, or may also be distributed to multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the present embodiment.

[0108] It will be appreciated by those skilled in the art that all or some of the steps and systems in the methods disclosed above may be implemented as software, firmware, hardware, and appropriate combinations thereof. Some or all physical components may be implemented as software executed by a processor, such as a central processing unit, a digital signal processor, or a microprocessor, or as hardware, or as an integrated circuit, such as an application-specific integrated circuit. Such software may be distributed on a computer-readable medium, which may include a computer storage medium (or non-transitory medium) and a communication medium (or transient medium). As known to those skilled in the art, the term computer storage medium includes volatile and non-volatile, removable and non-removable media implemented in any method or technology for storing information (such as computer-readable instructions, data structures, program modules, or other data). Computer storage media include, but are not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disk (DVD) or other optical disk storage, magnetic cassettes, magnetic tapes, disk storage or other magnetic storage devices, or any other medium that can be used to store desired information and can be accessed by a computer. Furthermore, it is well known to those skilled in the art that communication media typically include computer readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave or other transport mechanism, and may include any information delivery media.

[0109] The above is a specific description of the preferred implementation of the present invention, but the present invention is not limited to the above-mentioned implementation mode. Technical personnel familiar with the field can also make various equivalent deformations or substitutions under the shared conditions without violating the spirit of the present invention. These equivalent deformations or substitutions are all included in the scope defined by the claims of the present invention.

Claims

1. A real-time inspection and early warning method based on a heat map, characterized in that: Applied to property systems, including: Determine any first account from a plurality of available inspection accounts, obtain the inspection data of the first account in real time, and render the property inspection area in real time according to the inspection data to obtain a real-time heat map of the first account, wherein the available inspection account is an account for logging into the property system, and the first account is an account for detecting inspection abnormalities; When the inspection abnormal point is repaired, a first warning message for the inspection abnormal point is sent to the first account; After a preset time period, when it is detected that the inspection abnormal point has not been inspected for a second time, determining a first current inspection area of ​​the first account based on the real-time heat map; Determine a change trend of the thermal value of the real-time thermal map within the preset time period, wherein the change trend of the thermal value corresponds to a moving point set, and the thermal values ​​corresponding to the respective position points in the moving point set are arranged from low to high in chronological order; Determining a reference condition based on a line connecting a starting position point of the moving point set and the inspection abnormal point; Determine a first reference distance between the first current inspection area and the inspection abnormal point, determine a second account from multiple available inspection accounts based on whether the moving point set meets the reference condition and whether the first reference distance exceeds a preset distance threshold, and send the first warning information to the second account.

2. The real-time inspection and early warning method based on heat map according to claim 1 is characterized in that: Determining a reference condition based on a line connecting the starting position point and the inspection abnormal point includes: Generate a reference straight line based on the line connecting the starting position point and the inspection abnormal point; A reference area is established according to a preset angle and the reference straight line, and the reference area is determined as the reference condition, wherein the preset angle indicates an offset angle of the reference straight line.

3. The real-time inspection and early warning method based on heat map according to claim 1 is characterized in that: The first account corresponds to a first inspection path, the first inspection path includes a set of position points, and the reference condition is determined based on a line connecting the starting position point and the inspection abnormal point, including: Determine, from each position point in the position point set, a first reference point corresponding to the starting position point and a second reference point corresponding to the inspection abnormal point; Selecting a plurality of third reference points between the first reference point and the second reference point from the position point set, and sequentially connecting the first reference point, each of the third reference points and the second reference point to obtain a reference path; The reference path is determined as the reference condition.

4. The real-time inspection and early warning method based on heat map according to claim 1 is characterized in that: Based on whether the moving point set satisfies the reference condition and whether the first reference distance exceeds a preset distance threshold, determining a second account from a plurality of the available inspection accounts, comprising: When the moving point set satisfies the reference condition and the first reference distance does not exceed the preset distance threshold, or when the moving point set does not satisfy the reference condition and the first reference distance does not exceed the preset distance threshold, determining the first account as the second account; or, When the moving point set satisfies the reference condition and the first reference distance exceeds the preset distance threshold, or, when the moving point set does not satisfy the reference condition and the first reference distance exceeds the preset distance threshold, a second account is determined from the remaining accounts in the available inspection accounts except the first account.

5. The real-time inspection and early warning method based on heat map according to claim 4 is characterized in that: Determining a second account from the remaining accounts of the available inspection accounts except the first account includes: Determine each second current inspection area and each second inspection path corresponding to each account remaining in the available inspection accounts except the first account; Determine a second reference distance between each of the second current inspection areas and the inspection abnormal point; Determine the paths that pass through the abnormal area where the abnormal inspection point is located in all the second inspection paths as candidate paths, and determine the accounts corresponding to the candidate paths as candidate accounts; The account corresponding to the second reference distance with the smallest value among the candidate accounts is determined as the second account.

6. The real-time inspection and early warning method based on heat map according to claim 1 is characterized in that: The property system is connected to multiple property devices in communication, and the inspection data is obtained according to the following steps: Determine the property device connected to the terminal corresponding to the first account through near field communication as a reference device, where there are multiple reference devices; Acquire in real time the number of connections, connection times, and connection durations of near field communication connections between the first account and each of the reference devices; The inspection data is generated based on the device position of each of the reference devices and the corresponding connection times, connection times and connection durations.

7. The real-time inspection and early warning method based on heat map according to claim 4 is characterized in that: The method further comprises: For a third account of any one of the available inspection accounts, record a first number of times that a second inspection is not performed on the detected inspection abnormal point within the preset time period, and record a second number of times that the corresponding moving point set does not meet the reference condition; When the first number exceeds a first preset number and / or the second number exceeds a second preset number, a second warning message is generated based on the first number, the second number and the third account, and the second warning message is sent to a preset account.

8. A control device, characterized in that: It includes at least one control processor and a memory for communicating with the at least one control processor; the memory stores instructions that can be executed by the at least one control processor, and the instructions are executed by the at least one control processor so that the at least one control processor can execute the real-time inspection and early warning method based on thermal maps as described in any one of claims 1 to 7.

9. An electronic device, characterized in that: Comprising the control device as claimed in claim 8.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer-executable instructions, and the computer-executable instructions are used to enable a computer to execute the real-time inspection and early warning method based on a thermal map as described in any one of claims 1 to 7.

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