Intelligent control system for remote monitoring and evaluation of gate operation

Abstract

The invention discloses a gate operation remote monitoring and evaluation intelligent control system, and relates to the field of intelligent control, and the system comprises a gate intelligent management platform which comprises a gate input management module, a gate operation collection module, an operation data preprocessing module, a monitoring data transmission module, an intelligent operation evaluation module and a gate remote control module. The gate entry management module obtains gate equipment information and sets a gate management node; the gate operation acquisition module acquires gate operation data; the operation data preprocessing module obtains an initial classification result of gate operation; the monitoring data transmission module sets a data transmission scheme for data transmission according to the gate operation initial classification result; the intelligent operation evaluation module performs secondary operation evaluation according to the transmission result to obtain gate operation evaluation data; the gate machine remote control module performs coordination analysis according to the gate machine operation evaluation data to generate remote control information; according to the invention, the evaluation efficiency and accuracy in the remote monitoring evaluation process are improved.

Description

Technical Field

[0001] The present invention relates to the field of intelligent control technology, and in particular to an intelligent control system for remote monitoring and evaluation of gate operation. Background Art

[0002] With the continuous improvement of social security awareness, the security requirements for personnel entry and exit control are also getting higher and higher. As an important control device for personnel entry and exit, the gate machine needs to have more complete security monitoring functions to improve management efficiency and service quality.

[0003] After searching, the invention patent with Chinese patent number CN108116951B discloses an entrance and exit control system for office buildings, which relates to the field of office building entrance and exit control systems, including keys, identification modules, controllers, management terminals and execution devices. The execution devices include gates and elevator operating devices. The controller and identification module are set on the gates. The gates include baffles and display screens. The management terminal is used to generate keys after the visitor information is reviewed. Visitors enter and exit the gates with keys. After the identification module successfully identifies the key, the controller sends an opening message to the gates. The controller also sends an operation signal to the elevator operating device. The elevator operating device stops the elevator and runs to the floor where the gate is located according to the operation signal. The present invention reduces the waiting time of visitors by linking the entrance and exit control with the elevator, greatly improving the convenience, experience and travel efficiency of office building personnel, saving management costs and improving management efficiency.

[0004] Compared with the existing technology, the invention patent with Chinese patent number CN108116951B can generate keys after reviewing visitor information through the management end, and control the gate according to the key information held by the visitor, thereby improving the management efficiency of the gate in the office building.

[0005] However, in actual use, the above system generates key information based on visitor information, and uses the key information to link the elevator operating device with the gate. While monitoring the gate, the elevator operating device needs to be additionally analyzed and processed, thereby increasing the monitoring cost during the gate monitoring and evaluation process, and being unable to obtain the gate's operating status in the first place, thereby affecting the evaluation efficiency and accuracy of the gate's remote monitoring and evaluation. Summary of the Invention

[0006] The purpose of the present invention is to solve the shortcomings of low monitoring and evaluation efficiency in the prior art and to propose an intelligent control system for remote monitoring and evaluation of gate operation.

[0007] In order to achieve the above object, the present invention adopts the following technical solutions: An intelligent control system for remote monitoring and evaluation of gate operation, comprising a gate intelligent management platform, wherein the gate intelligent management platform is provided with a gate entry management module, a gate operation acquisition module, an operation data preprocessing module, a monitoring data transmission module, an intelligent operation evaluation module, and a gate remote control module; The gate machine entry management module is used to obtain the corresponding gate machine equipment information, build the gate machine equipment management map within the corresponding management area, and set the corresponding gate machine management node; The gate operation collection module is used to monitor and collect gate operation data of the corresponding gate equipment during operation in real time, and upload the collected gate operation data to the gate management node; The operation data preprocessing module is used to perform data preprocessing on the obtained gate operation data, and obtain the initial classification result of the gate operation according to the data preprocessing result; The monitoring data transmission module is used to perform grade feature processing on the corresponding gate operation data according to the initial classification result of the gate operation, set a corresponding data transmission scheme according to the grade feature processing result, and transmit the gate operation data in sequence through the corresponding data transmission scheme; The intelligent operation evaluation module is used to sequentially obtain the corresponding gate operation data according to the transmission results according to the data transmission scheme to perform a secondary operation evaluation, obtain the secondary operation evaluation results, and determine the gate operation evaluation data of the corresponding gate device in combination with the secondary operation evaluation results and the gate operation data obtained by the data transmission scheme; The gate remote control module is used to perform coordination analysis based on the obtained gate operation evaluation data, generate remote control information based on the coordination analysis results and feed it back to the corresponding gate management node, and the gate management node controls and manages the corresponding gate equipment.

[0008] The above technical solution further includes: the process of obtaining gate equipment information includes: Set up the equipment entry unit and equipment management unit; The equipment input unit is used for corresponding staff to input the corresponding gate equipment information in the management area, and the gate equipment information includes gate basic information, gate related information and maintenance management information; The device management unit stores the area management information corresponding to the corresponding management area, and the area management information includes area basic information and area traffic information; Set up a regional distribution image based on regional basic information, map the corresponding gate-related information and regional traffic information in the gate equipment information to the corresponding regional distribution image, set up gate management nodes, and build a gate equipment management map based on the corresponding gate management nodes in the regional distribution image. Furthermore, the process of real-time monitoring and collecting gate operation data during the operation of the corresponding gate equipment includes: The corresponding gate equipment includes corresponding operation monitoring sensor equipment, and the operation monitoring sensor equipment is used to obtain operation monitoring data corresponding to the corresponding gate equipment, and the operation monitoring data includes infrared sensing data, laser sensing data and power monitoring data; Obtain the corresponding gate management node in the gate equipment management map, the gate management node is used to obtain the passage image data corresponding to the location of the corresponding gate equipment, perform image processing on the obtained passage image data, associate each image processing result with the corresponding gate equipment, obtain the auxiliary monitoring data corresponding to the corresponding gate equipment, and mark the obtained auxiliary monitoring data and operation monitoring data as gate operation data during the operation of the corresponding gate equipment.

[0009] Furthermore, the process of preprocessing the obtained gate operation data and obtaining the initial classification results of the gate operation includes: Obtain gate operation data corresponding to each gate device in the corresponding gate management node; set initial evaluation standard data according to the gate device information and regional traffic information corresponding to the corresponding gate device; The corresponding gate operation data are compared and analyzed with the corresponding initial evaluation standard data, and the initial gate operation classification results corresponding to the corresponding gate operation data are obtained according to the comparison and analysis results. The initial gate operation classification results include level one warning, level two warning and normal operation.

[0010] Furthermore, the process of performing hierarchical feature processing on the corresponding gate operation data according to the initial gate operation classification result includes: Obtain corresponding classification data sets according to the types of the initial classification results of the gate operation, perform feature analysis on the obtained classification data sets, and obtain multi-layer feature extraction index data corresponding to the corresponding classification data sets; Obtain the gate operation initial classification result corresponding to the gate operation data in the gate management node, perform hierarchical feature processing on the corresponding gate operation data according to the multi-layer feature extraction index data corresponding to the corresponding gate operation initial classification result, and respectively obtain the multi-layer index feature data corresponding to the corresponding gate operation data; The corresponding gate operation data is subjected to feature processing according to the corresponding multi-layer indicator feature data, and the gate operation data is divided into multiple levels of gate feature operation data according to the feature processing results.

[0011] Furthermore, the process of setting a corresponding data transmission scheme according to the level feature processing result includes: Obtain the corresponding gate management node in the gate equipment management map, set the corresponding data transmission node according to the gate management node, and set corresponding data transmission sub-nodes in the data transmission node according to the number of levels of gate characteristic operation data. The data transmission sub-nodes are used to transmit the gate characteristic operation data of the corresponding level; Setting up multiple data transmission link channels, connecting each data transmission link channel to a data transmission sub-node in a corresponding data transmission node, setting a data transmission cycle period according to the hierarchical type of the corresponding data transmission sub-node, and sequentially traversing each data transmission sub-node in the corresponding data transmission link channel according to the data transmission cycle period to complete the corresponding data transmission; Obtain the resource data to be transmitted of the corresponding data transmission sub-node in each data transmission link channel, perform dynamic resource configuration on the resource data to be transmitted in each data transmission link channel, and generate a corresponding data transmission plan based on the dynamic resource configuration result; The corresponding gate operation data is transmitted according to the data transmission scheme.

[0012] Furthermore, the process of obtaining gate operation evaluation data of the corresponding gate equipment includes: Obtain the transmission results of the gate operation data corresponding to each gate management node, and perform secondary operation evaluation according to the acquisition order of the gate characteristic operation data within the corresponding level; The secondary operation evaluation process is provided with corresponding evaluation process nodes, which are respectively used to perform operation evaluation on the gate characteristic operation data in the corresponding level, obtain the historical gate characteristic operation data and periodic gate characteristic operation data corresponding to the corresponding gate equipment, and set a comparative evaluation data set based on the obtained data information; Compare and analyze the obtained gate characteristic operation data with the comparative evaluation data set respectively, obtain the corresponding node evaluation data in sequence, and judge whether it is necessary to perform evaluation analysis on the next evaluation process node according to the corresponding node evaluation data. The next evaluation process node obtains the gate characteristic operation data in the corresponding level for operation evaluation, and outputs the node evaluation data obtained by the corresponding evaluation process node; The node evaluation data obtained from each evaluation process node is integrated, and the gate operation evaluation data of the corresponding gate equipment is obtained based on the data integration results.

[0013] Furthermore, the process of coordinating and analyzing the gate operation evaluation data obtained to generate remote control information includes: Obtain the gate operation evaluation data corresponding to each gate device in the corresponding gate management node, and obtain the comprehensive operation evaluation data at the corresponding position in the corresponding management area based on the gate operation evaluation data; obtain the passage image data obtained at the corresponding gate management node, and obtain the demand operation evaluation data at the corresponding position based on the corresponding passage image data, compare and analyze the obtained comprehensive operation evaluation data with the demand operation evaluation data, coordinate and process the corresponding gate operation evaluation data according to the comparison and analysis results, generate remote control information corresponding to the corresponding gate equipment, and feed back the remote control information to the corresponding gate management node, so that the gate management node controls and manages the corresponding gate equipment.

[0014] The present invention has the following beneficial effects: 1. In the present invention, by setting up corresponding gate management nodes, data preprocessing is performed on the obtained gate operation data, and the initial gate operation classification results corresponding to the corresponding gate operation data are obtained according to the data preprocessing results. The gate operation data are divided according to the initial gate operation classification results, and the corresponding data transmission scheme is set according to the division results. The corresponding gate operation data is transmitted through the corresponding data transmission scheme, and the operating status of the corresponding gate equipment is remotely monitored according to the transmission results, thereby improving the monitoring efficiency of each gate equipment in the management area and avoiding insufficient remote monitoring and evaluation efficiency caused by reasons such as failure of a single transmission channel.

[0015] 2. In the present invention, corresponding evaluation process nodes are set according to the gate characteristic operation data corresponding to different levels in the data transmission scheme, and the corresponding gate operation data are evaluated and processed through the corresponding evaluation process nodes. This avoids the insufficient evaluation efficiency caused by insufficient data transmission to a certain extent. At the same time, by setting multiple evaluation process nodes to evaluate and analyze the corresponding gate characteristic operation data in turn, the accuracy of the operation evaluation process of each gate equipment is also improved to a certain extent. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 This is a structural diagram of an intelligent control system for remote monitoring and evaluation of gate operation proposed by the present invention. DETAILED DESCRIPTION

[0017] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the accompanying drawings. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative efforts are within the scope of protection of the present invention.

[0018] Example 1 like Figure 1 As shown, the present invention proposes an intelligent control system for remote monitoring and evaluation of gate operation, including a gate intelligent management platform, in which a gate entry management module, a gate operation acquisition module, an operation data preprocessing module, a monitoring data transmission module, an intelligent operation evaluation module and a gate remote control module are provided.

[0019] In this embodiment, the gate machine intelligent management platform is used to remotely monitor the operation process of the gate machine equipment, perform intelligent evaluation based on the remote monitoring results, obtain corresponding intelligent evaluation results, and remotely control the corresponding gate machine equipment based on the corresponding intelligent evaluation results, thereby achieving smooth operation of each gate machine equipment, thereby improving the operation monitoring efficiency and operation flexibility of the corresponding gate machine equipment. Its specific implementation process includes: The gate machine entry management module is used to obtain the corresponding gate machine equipment information and build a gate machine equipment management map based on the gate machine equipment information obtained in the corresponding management area. The specific implementation process includes: Set up the equipment entry unit and equipment management unit; The equipment input unit is used for staff with input authority in the corresponding management area to input corresponding gate equipment information. The gate equipment information includes gate basic information, gate association information and maintenance management information, wherein: The basic information of the gate includes equipment identification information, function configuration information, and operating parameter information; Gate machine related information includes installation location information and equipment connection information; Maintenance management information includes gate maintenance records and maintenance recommendation records; Send the acquired gate equipment information to the equipment management unit; The device management unit is used to obtain the gate equipment information entered by the corresponding staff in the corresponding management area, and to construct a gate equipment management map based on the obtained gate equipment information. The process includes: Obtain the regional management information corresponding to the corresponding management area, which includes regional basic information and regional access information, including: Regional basic information includes the regional distribution structure and regional type identification of the corresponding management area; Regional access information includes corresponding access rule information and authority rule information; Setting a regional distribution image within a corresponding management area according to a corresponding regional distribution structure in the regional management information; Map the obtained gate equipment information to the corresponding position in the regional distribution image, obtain the mapping result of each gate equipment information in the regional distribution image, and integrate the corresponding gate equipment information with the regional management information according to the corresponding mapping result; Correlate the corresponding regional access information in the corresponding regional distribution image with the corresponding gate equipment information, integrate the corresponding regional access information with the gate equipment information, and set the corresponding gate management node; Each gate management node and the corresponding gate equipment information in the regional distribution image are integrated to construct a gate equipment management map, and the gate equipment management map is sent to the gate operation acquisition module.

[0020] The gate operation collection module is used to monitor and collect gate operation data of the corresponding gate equipment in real time during operation, and upload the collected gate operation data to the gate management node. The specific implementation process includes: Obtain a gate equipment management map, and set corresponding auxiliary collection equipment according to the distribution of corresponding gate management nodes in the gate equipment management map; The auxiliary acquisition device includes a corresponding monitoring camera sensor, which acquires the passage image data at the location information of each gate device contained in the corresponding gate management node through the corresponding monitoring camera sensor, and marks the acquisition time corresponding to the corresponding passage image data. According to the marking result, the collected passage image data is uploaded to the corresponding gate management node, and the gate management node analyzes and processes the obtained passage image data; Preprocessing the acquired traffic image data to obtain traffic image frames corresponding to the corresponding acquisition time; According to the corresponding gate management node, gate key feature data and person key feature data are set, wherein the gate key feature data includes the opening and closing state feature data corresponding to the corresponding gate equipment; Based on the visual analysis algorithm, the obtained passage image frame is analyzed and processed according to the set gate key feature data and person key feature data, the gate device feature data and person at the acquisition time corresponding to the corresponding passage image frame are obtained, and the gate device feature data and person key feature data corresponding to the corresponding gate device in the corresponding passage image frame are integrated according to the corresponding acquisition time; Obtaining auxiliary monitoring data corresponding to the corresponding gate device, wherein the auxiliary monitoring data includes the opening and closing state time monitoring data corresponding to the gate device and the pedestrian flow data at the corresponding position; The sensor devices provided in the gate equipment include infrared detection sensors, pressure detection sensors and equipment monitoring sensors, among which: The infrared detection sensor is used to detect the passage of people at the corresponding gate equipment in real time and obtain the infrared sensing data corresponding to the corresponding gate equipment; The equipment monitoring sensor is used for real-time monitoring and acquisition of power monitoring data during the operation of the corresponding gate equipment. The power monitoring data includes power parameter information such as current data, voltage data, and temperature data; The infrared sensing data, power monitoring data and auxiliary monitoring data obtained in the gate equipment are marked and processed according to the corresponding gate equipment information, and the gate operation data collected by the corresponding gate equipment are generated according to the corresponding marking processing results.

[0021] The operation data preprocessing module is used to perform data preprocessing on the obtained gate operation data, and obtain the initial classification result of the gate operation according to the data preprocessing result. The specific implementation process includes: Obtain the gate operation data corresponding to each gate device in the corresponding gate management node, and set the initial evaluation standard data according to the gate device information and regional traffic information corresponding to the corresponding gate device. The initial evaluation standard data is set by the corresponding gate device according to the corresponding functional configuration information and operating parameter information in the gate basic information, and is used to perform a rough evaluation of the corresponding gate operation data, including the corresponding power parameter evaluation standard data, sensitivity evaluation standard data and traffic efficiency evaluation standard data under the corresponding operating parameters; Compare and analyze the corresponding gate operation data with the corresponding initial evaluation standard data, and compare and analyze the corresponding power monitoring data, infrared sensing data, and auxiliary monitoring data in the corresponding gate operation data with the power parameter evaluation standard data, sensitivity evaluation standard data, and traffic efficiency evaluation standard data, respectively, to obtain the corresponding evaluation deviation data; The corresponding gate management node performs evaluation processing based on the historical evaluation deviation data of the corresponding gate equipment, and sets the evaluation deviation data level interval, which corresponds to the corresponding initial classification results of the gate operation. The initial classification results of the gate operation include level one warning, level two warning and normal operation, where the evaluation deviation data of the level one warning is greater than the evaluation deviation data of the level two warning; The gate management node compares and analyzes the corresponding evaluation deviation data with the corresponding evaluation deviation data level intervals, and obtains the corresponding gate operation initial classification result according to the comparison and analysis results.

[0022] The monitoring data transmission module is used to perform grade feature processing on the corresponding gate operation data according to the initial classification result of the gate operation, set a corresponding data transmission scheme according to the grade feature processing result, and transmit the gate operation data in sequence through the corresponding data transmission scheme. The specific implementation process includes: Obtain corresponding classification data sets according to the types of the initial classification results of the gate operation, perform feature extraction on the corresponding gate operation data in the obtained classification data sets in turn, and obtain feature data corresponding to the corresponding classification data sets; The obtained feature data and the corresponding evaluation deviation data are set as feature data sets, and correlation analysis is performed on the obtained feature data sets to obtain correlation data between the corresponding feature data and the corresponding evaluation deviation data. The specific implementation process includes: Construct the corresponding contingency table for each feature data set obtained, where each cell The observation data corresponding to the feature data of the i-th type of the corresponding feature data A and the evaluation result of the j-th type of the evaluation deviation data B; Perform a chi-square test based on the obtained contingency table and obtain the corresponding chi-square statistic ,in: , is the total frequency in the i-th row of the contingency table, is the total frequency of the jth column in the contingency table, n is the corresponding total observation frequency, r is the number of types of characteristic data, and c is the number of types of assessment deviation data; Calculate the Cramer's V coefficient based on the obtained data information, and obtain the correlation data between the corresponding characteristic data and the evaluation deviation data based on the Cramer's V coefficient; Set multiple classification intervals according to the corresponding correlation data, and obtain the classification interval to which the corresponding feature data belongs; Acquire the corresponding feature data within each classification interval, and set multi-layer feature extraction index data of the initial classification result of the corresponding type of gate operation according to the corresponding feature data within the corresponding classification interval, wherein the multi-layer feature extraction index data includes setting corresponding levels according to the correlation data and feature extraction index data set according to the corresponding levels; Obtaining the initial gate operation classification result corresponding to the gate operation data in the gate management node, performing feature classification extraction on the corresponding gate operation data according to the multi-layer feature extraction index data corresponding to the corresponding gate operation initial classification result, and extracting gate feature operation data of each level corresponding to the corresponding gate operation data according to the feature classification extraction result, wherein the gate feature operation data is the splitting result of the corresponding gate operation data; Obtain the corresponding gate management node in the gate equipment management map, set the corresponding data transmission node according to the gate management node, and set corresponding data transmission sub-nodes in the data transmission node according to the number of levels of each gate characteristic operation data corresponding to the initial classification result of the gate operation, and the data transmission sub-nodes are used to transmit the gate characteristic operation data of the corresponding level respectively; A plurality of data transmission link channels are set up, and each data transmission link channel is interconnected with the data transmission sub-node in the corresponding data transmission node, wherein the data transmission channel corresponding to the data transmission sub-node of the highest correlation level corresponding to the first-level warning and the second-level warning is directly interconnected with the terminal of the data transmission link channel corresponding to the corresponding intelligent operation evaluation module, and the data transmission cycle is set according to the hierarchical type of the corresponding data transmission sub-node. The data transmission cycle increases in sequence according to the level and level corresponding to the initial classification result of the corresponding gate operation, and the corresponding data transmission sub-node is connected to the data transmission link channel of the corresponding type and the same level, which is used to transmit the gate characteristic operation data of the gate operation data corresponding to the corresponding gate management node; The corresponding data transmission link channel sequentially traverses each data transmission sub-node in the corresponding data transmission link channel according to the data transmission cycle period to complete the corresponding data transmission; Obtain the resource data to be transmitted of the corresponding data transmission sub-node in each data transmission link channel, perform dynamic resource configuration on the resource data to be transmitted in each data transmission link channel, and generate a corresponding data transmission plan based on the dynamic resource configuration result; The data transmission scheme is set for the data transmission link channel connected to the corresponding data transmission sub-node corresponding to the gate machine characteristic operation data corresponding to the corresponding gate machine operation data division result, and the dynamic resource configuration is achieved by load balancing configuration according to the resource data to be transmitted in the data transmission link channel; Transmitting the corresponding gate operation data according to the data transmission scheme; It should be further explained that, during the specific implementation process, the data transmission scheme can perform multi-level transmission of the gate characteristic operation data divided by different correlation data levels in the corresponding gate operation data, thereby avoiding the lag effect caused by the one-time transmission of data to remote monitoring to a certain extent, thereby improving the evaluation efficiency during the remote monitoring process.

[0023] The intelligent operation evaluation module is used to sequentially obtain corresponding gate operation data according to the data transmission scheme and the transmission results to perform a secondary operation evaluation, obtain the secondary operation evaluation results, and determine the gate operation evaluation data of the corresponding gate device in combination with the secondary operation evaluation results and the gate operation data obtained by the data transmission scheme. The specific implementation process includes: Obtain the transmission results of the gate operation data corresponding to each gate management node, and perform secondary operation evaluation according to the acquisition order of the gate characteristic operation data within the corresponding level; The secondary operation evaluation process is provided with evaluation process nodes, which are respectively used to perform operation evaluation on the gate characteristic operation data in the corresponding level, obtain the historical gate characteristic operation data and periodic gate characteristic operation data corresponding to the corresponding gate equipment, and set a comparative evaluation data set based on the obtained data information; The comparative evaluation data set includes evaluation results corresponding to the corresponding historical gate characteristic operation data and periodic gate characteristic operation data; The evaluation process node performs similarity analysis on the obtained gate characteristic operation data with the corresponding historical gate characteristic operation data and the periodic gate characteristic operation data based on the Euclidean distance algorithm, obtains the evaluation results corresponding to the corresponding similarity data, sorts the evaluation results corresponding to the corresponding similarity data, obtains the evaluation result with the largest similarity data, and marks the obtained evaluation result as the corresponding node evaluation data; Obtain similarity data of the evaluation results corresponding to the corresponding node evaluation data; Preset a similarity data threshold, and compare and analyze the obtained similarity data with the similarity data threshold; If the similarity data is greater than or equal to the similarity data threshold, there is no need to perform evaluation analysis on the next evaluation process node; If the similarity data is less than the similarity data threshold, it is necessary to conduct an evaluation analysis of the next evaluation process node, obtain the gate feature operation data of the corresponding level in the next evaluation process node for analysis and processing, and output the node evaluation data obtained by the corresponding evaluation process node; The node evaluation data obtained from each evaluation process node are integrated. If the evaluation results corresponding to each evaluation process node are inconsistent, an early warning message is generated and fed back to the staff. If the evaluation results corresponding to each evaluation process node are consistent, the corresponding evaluation results generate corresponding gate operation evaluation data.

[0024] The gate remote control module is used to coordinate and analyze the gate operation evaluation data obtained, generate remote control information based on the coordination analysis results and feed it back to the corresponding gate management node, and the gate management node controls and manages the corresponding gate equipment. The specific implementation process includes: Obtain gate operation evaluation data corresponding to each gate device in the corresponding gate management node, and obtain comprehensive operation evaluation data at the corresponding position in the corresponding management area based on the gate operation evaluation data. The comprehensive operation evaluation data is the operation load data under the current operation state of the corresponding gate device; Obtain the pedestrian traffic data obtained at the corresponding gate management node, obtain the demand operation assessment data at the corresponding location based on the corresponding pedestrian traffic data, compare and analyze the obtained comprehensive operation assessment data with the demand operation assessment data, coordinate and process the corresponding gate operation assessment data based on the comparative analysis results, generate remote control information corresponding to the corresponding gate equipment, and feed back the remote control information to the corresponding gate management node, which will control and manage the corresponding gate equipment.

[0025] While embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions, and variations may be made to these embodiments without departing from the principles and spirit of the invention, and that the scope of the invention is defined by the appended claims and their equivalents.

Claims

1. An intelligent control system for remote monitoring and evaluation of gate operation, including a gate intelligent management platform, characterized in that: The gate machine intelligent management platform is equipped with a gate machine input management module, a gate machine operation acquisition module, an operation data preprocessing module, a monitoring data transmission module, an intelligent operation evaluation module and a gate machine remote control module; The gate machine entry management module is used to obtain the corresponding gate machine equipment information, build the gate machine equipment management map within the corresponding management area, and set the corresponding gate machine management node; The gate operation collection module is used to monitor and collect gate operation data of the corresponding gate equipment during operation in real time, and upload the collected gate operation data to the gate management node; The operation data preprocessing module is used to perform data preprocessing on the obtained gate operation data, and obtain the initial classification result of the gate operation according to the data preprocessing result; The monitoring data transmission module is used to perform grade feature processing on the corresponding gate operation data according to the initial classification result of the gate operation, set a corresponding data transmission scheme according to the grade feature processing result, and transmit the gate operation data in sequence through the corresponding data transmission scheme; The intelligent operation evaluation module is used to sequentially obtain the corresponding gate operation data according to the transmission results according to the data transmission scheme to perform a secondary operation evaluation, obtain the secondary operation evaluation results, and determine the gate operation evaluation data of the corresponding gate device in combination with the secondary operation evaluation results and the gate operation data obtained by the data transmission scheme; The gate remote control module is used to perform coordination analysis based on the obtained gate operation evaluation data, generate remote control information based on the coordination analysis results and feed it back to the corresponding gate management node, and the gate management node controls and manages the corresponding gate equipment.

2. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 1 is characterized in that: The process of obtaining gate equipment information includes: Set up the equipment entry unit and equipment management unit; The equipment input unit is used for corresponding staff to input the corresponding gate equipment information in the management area, and the gate equipment information includes gate basic information, gate related information and maintenance management information; The device management unit stores the area management information corresponding to the corresponding management area, and the area management information includes area basic information and area traffic information; Set up a regional distribution image based on the basic information of the area, map the corresponding gate association information and regional traffic information in the gate equipment information to the corresponding regional distribution image, set up the gate management node, and build a gate equipment management map based on the corresponding gate management node in the regional distribution image.

3. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 2 is characterized in that: The process of real-time monitoring and collecting gate operation data during the operation of the corresponding gate equipment includes: The corresponding gate equipment includes corresponding operation monitoring sensor equipment, and the operation monitoring sensor equipment is used to obtain operation monitoring data corresponding to the corresponding gate equipment, and the operation monitoring data includes infrared sensing data and power monitoring data; Obtain the corresponding gate management node in the gate equipment management map, the gate management node is used to obtain the passage image data corresponding to the location of the corresponding gate equipment, perform image processing on the obtained passage image data, associate each image processing result with the corresponding gate equipment, obtain the auxiliary monitoring data corresponding to the corresponding gate equipment, and mark the obtained auxiliary monitoring data and operation monitoring data as gate operation data during the operation of the corresponding gate equipment.

4. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 3 is characterized in that: The process of preprocessing the acquired gate operation data and obtaining the initial classification results of the gate operation includes: Obtain gate operation data corresponding to each gate device in the corresponding gate management node; set initial evaluation standard data according to the gate device information and regional traffic information corresponding to the corresponding gate device; The corresponding gate operation data are compared and analyzed with the corresponding initial evaluation standard data, and the initial gate operation classification results corresponding to the corresponding gate operation data are obtained according to the comparison and analysis results. The initial gate operation classification results include level one warning, level two warning and normal operation.

5. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 4 is characterized in that: The process of performing hierarchical feature processing on the corresponding gate operation data according to the initial classification results of the gate operation includes: Obtain corresponding classification data sets according to the types of the initial classification results of the gate operation, perform feature analysis on the obtained classification data sets, and obtain multi-layer feature extraction index data corresponding to the corresponding classification data sets; Obtain the gate operation initial classification result corresponding to the gate operation data in the gate management node, perform hierarchical feature processing on the corresponding gate operation data according to the multi-layer feature extraction index data corresponding to the corresponding gate operation initial classification result, and respectively obtain the multi-layer index feature data corresponding to the corresponding gate operation data; The corresponding gate operation data is subjected to feature processing according to the corresponding multi-layer indicator feature data, and the gate operation data is divided into multiple levels of gate feature operation data according to the feature processing results.

6. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 5 is characterized in that: The process of setting up a corresponding data transmission plan based on the level feature processing results includes: Obtain the corresponding gate management node in the gate equipment management map, set the corresponding data transmission node according to the gate management node, and set corresponding data transmission sub-nodes in the data transmission node according to the number of levels of gate characteristic operation data. The data transmission sub-nodes are used to transmit the gate characteristic operation data of the corresponding level; Setting up multiple data transmission link channels, connecting each data transmission link channel to a data transmission sub-node in a corresponding data transmission node, setting a data transmission cycle period according to the hierarchical type of the corresponding data transmission sub-node, and sequentially traversing each data transmission sub-node in the corresponding data transmission link channel according to the data transmission cycle period to complete the corresponding data transmission; Obtain the resource data to be transmitted of the corresponding data transmission sub-node in each data transmission link channel, perform dynamic resource configuration on the resource data to be transmitted in each data transmission link channel, and generate a corresponding data transmission plan based on the dynamic resource configuration result; The corresponding gate operation data is transmitted according to the data transmission scheme.

7. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 6 is characterized in that: The process of obtaining gate operation evaluation data of the corresponding gate equipment includes: Obtain the transmission results of the gate operation data corresponding to each gate management node, and perform secondary operation evaluation according to the acquisition order of the gate characteristic operation data within the corresponding level; The secondary operation evaluation process is provided with corresponding evaluation process nodes, which are respectively used to perform operation evaluation on the gate characteristic operation data in the corresponding level, obtain the historical gate characteristic operation data and periodic gate characteristic operation data corresponding to the corresponding gate equipment, and set a comparative evaluation data set based on the obtained data information; Compare and analyze the obtained gate characteristic operation data with the comparative evaluation data set respectively, obtain the corresponding node evaluation data in sequence, and judge whether it is necessary to perform evaluation analysis on the next evaluation process node according to the corresponding node evaluation data. The next evaluation process node obtains the gate characteristic operation data in the corresponding level for operation evaluation, and outputs the node evaluation data obtained by the corresponding evaluation process node; The node evaluation data obtained from each evaluation process node is integrated, and the gate operation evaluation data of the corresponding gate equipment is obtained based on the data integration results.

8. The intelligent control system for remote monitoring and evaluation of gate operation according to claim 7 is characterized in that: The process of coordinating and analyzing the gate operation evaluation data obtained to generate remote control information includes: Obtain the gate operation evaluation data corresponding to each gate device in the corresponding gate management node, and obtain the comprehensive operation evaluation data at the corresponding position in the corresponding management area based on the gate operation evaluation data; obtain the passage image data obtained at the corresponding gate management node, and obtain the demand operation evaluation data at the corresponding position based on the corresponding passage image data, compare and analyze the obtained comprehensive operation evaluation data with the demand operation evaluation data, coordinate and process the corresponding gate operation evaluation data according to the comparison and analysis results, generate remote control information corresponding to the corresponding gate equipment, and feed back the remote control information to the corresponding gate management node, so that the gate management node controls and manages the corresponding gate equipment.

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