CN115481941B - Multifunctional area combined intelligent security management method and system - Google Patents

Multifunctional area combined intelligent security management method and system Download PDF

Info

Publication number
CN115481941B
CN115481941B CN202211344384.XA CN202211344384A CN115481941B CN 115481941 B CN115481941 B CN 115481941B CN 202211344384 A CN202211344384 A CN 202211344384A CN 115481941 B CN115481941 B CN 115481941B
Authority
CN
China
Prior art keywords
security
data
test
interaction
module
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202211344384.XA
Other languages
Chinese (zh)
Other versions
CN115481941A (en
Inventor
岳建明
季海
施彬
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nanjing Delta Intelligent Manufacturing Research Institute Co ltd
Original Assignee
Nanjing Delta Intelligent Manufacturing Research Institute Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Nanjing Delta Intelligent Manufacturing Research Institute Co ltd filed Critical Nanjing Delta Intelligent Manufacturing Research Institute Co ltd
Priority to CN202211344384.XA priority Critical patent/CN115481941B/en
Publication of CN115481941A publication Critical patent/CN115481941A/en
Application granted granted Critical
Publication of CN115481941B publication Critical patent/CN115481941B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0637Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06312Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services
    • G06Q50/265Personal security, identity or safety

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Educational Administration (AREA)
  • Tourism & Hospitality (AREA)
  • Development Economics (AREA)
  • General Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Security & Cryptography (AREA)
  • Primary Health Care (AREA)
  • Alarm Systems (AREA)

Abstract

The invention discloses a multifunctional area combined intelligent security management method and system, which relate to the related field of security management, and the method comprises the following steps: constructing a data interaction interface according to the plurality of security function modules; connecting the plurality of security function modules by the data interaction interface to generate a security visual interface; based on the security visual interface, performing data interaction test on the plurality of security function modules, and outputting a plurality of groups of test data; carrying out synchronicity analysis according to the plurality of groups of test data to obtain synchronicity indexes; acquiring a data interaction task set; and configuring the data interaction task set according to the synchronicity index to realize task scheduling management. The intelligent data interaction detection method solves the technical problems of weak coordination and low intelligent degree caused by functional requirement diversity, achieves the technical effects of ensuring effective coordination of a plurality of functional modules and improving security management quality by carrying out intelligent data interaction detection on the functional modules.

Description

Multifunctional area combined intelligent security management method and system
Technical Field
The invention relates to the field of security management, in particular to a multifunctional area combined intelligent security management method and system.
Background
Along with the acceleration of the modernization process, the advancement and the safety of communities in China are promoted, meanwhile, the advancement and the safety of communities can be improved based on the application of science and technology in intelligent communities, a security monitoring system is the most obvious and most important link, the application of information technology in intelligent communities is the security system part of intelligent communities, important technical support can be provided for the intelligent communities, and intelligent security management is realized through the combination of various modern technologies.
The intelligent security system takes the building as a platform, performs informatization comprehensive management early warning on the building with the purposes of centralized control and centralized management, performs security protection of the system aiming at property jurisdictions such as communities, and can omit manpower investigation and inspection and use video to check alarm reminding.
The functional diversity brought by functional requirements in community security management at the present stage has the technical problems that the coordination of a plurality of functional modules is weak and the intelligent degree of security measures is low.
Disclosure of Invention
Aiming at the defects in the prior art, the intelligent security management method and system for the multi-functional area combination solve the technical problems that the coordination of a plurality of functional modules is weak and the intelligent degree of security measures is low in the community security management at present due to the functional requirements, and achieve the technical effects of ensuring the effective coordination of security information on the functional modules and improving the intelligent security management quality by performing intelligent data interaction detection on the functional modules.
In one aspect, the present application provides a multi-functional area combined intelligent security management method, where the method is applied to an intelligent security management system, and the system is in communication connection with a plurality of security function modules, and the method includes: constructing a data interaction interface according to the plurality of security function modules; connecting the plurality of security function modules by the data interaction interface to generate a security visual interface; based on the security visual interface, performing data interaction test on the plurality of security function modules, and outputting a plurality of groups of test data, wherein the plurality of groups of test data are test data for performing data interaction in pairs among the plurality of security function modules; carrying out synchronicity analysis according to the plurality of groups of test data to obtain synchronicity indexes; acquiring a data interaction task set based on the security visual interface; configuring the data interaction task set according to the synchronicity index to acquire a multi-task scheduling sequence; and performing task scheduling management on the plurality of security function modules by the multi-task scheduling configuration sequence.
On the other hand, the application also provides an intelligent security management system combined by the multifunctional areas, wherein the system is in communication connection with a plurality of security function modules, and the system comprises: the interaction interface analysis module is used for building a data interaction interface according to the plurality of security function modules; the security visual module is used for connecting the plurality of security function modules through the data interaction interface to generate a security visual interface; the data interaction testing module is used for carrying out data interaction testing on the plurality of security function modules based on the security visual interface and outputting a plurality of groups of testing data, wherein the plurality of groups of testing data are the testing data for carrying out data interaction in pairs between the plurality of security function modules; the synchronism analysis module is used for carrying out synchronism analysis according to the plurality of groups of test data to obtain synchronism indexes; the task set acquisition module is used for acquiring a data interaction task set based on the security visual interface; the task set configuration module is used for configuring the data interaction task set according to the synchronicity index to acquire a multi-task scheduling sequence; and the task scheduling management module is used for performing task scheduling management on the plurality of security function modules by the multi-task scheduling configuration sequence.
The intelligent security management method and system for the combination of the multifunctional areas provided by the application have the following technical effects:
the method comprises the steps of determining a plurality of security function modules with larger use requirements through security requirements of a building, establishing corresponding data interaction interfaces for each function module so as to establish a data transmission channel between each module, forming a security visual interface formed by connecting each function module, further, performing data interaction test on each security function module based on the security visual interface, testing each two modules as a group, acquiring corresponding multiple groups of test data, further, performing synchronicity analysis on the multiple groups of test data, acquiring synchronicity indexes, and performing scheduling sequence configuration on all tasks according to the synchronicity indexes when the security visual interface acquires task scheduling of data interaction, and performing task call management on the multiple security function modules according to the multi-task scheduling sequence.
The foregoing description is only an overview of the technical solutions of the present application, and may be implemented according to the content of the specification in order to make the technical means of the present application more clearly understood, and in order to make the above-mentioned and other objects, features and advantages of the present application more clearly understood, the following detailed description of the present application will be given.
Drawings
Other features, objects and advantages of the present invention will become more apparent upon reading of the detailed description of non-limiting embodiments, made with reference to the accompanying drawings in which:
FIG. 1 is a schematic flow chart of a method for intelligent security management by combining multiple functional areas according to an embodiment of the present application;
FIG. 2 is a schematic flow chart of a data interaction test of a multifunctional area combined intelligent security management method according to an embodiment of the present application;
FIG. 3 is a schematic flow chart of visual precision conversion of a multifunctional area combined intelligent security management method according to an embodiment of the present application;
FIG. 4 is a schematic structural diagram of a multifunctional area-associated intelligent security management system according to an embodiment of the present application;
reference numerals illustrate: the system comprises an interaction interface analysis module 11, a security and protection visualization module 12, a data interaction test module 13, a synchronicity analysis module 14, a task set acquisition module 15, a task set configuration module 16 and a task scheduling management module 17.
Detailed Description
Example 1
As shown in fig. 1, an embodiment of the present application provides a multi-functional area combined intelligent security management method, where the method is applied to an intelligent security management system, and the system is communicatively connected to a plurality of security function modules, and the method includes:
step S100: constructing a data interaction interface according to the plurality of security function modules;
at present, the requirements of people on living environments are gradually improved, the traditional community security protection cannot meet the increasingly improved security protection requirements, the security protection monitoring system is required to be optimized, the perfection and the reliability of the system are improved, a plurality of video images cannot be monitored by security staff in the community security protection system at the same time, potential safety hazards existing in the community security protection system are timely found, the potential safety hazards screened out need to be accessed into the next security protection system for data transmission of the next step, corresponding functions are executed, therefore, the time difference of the data transmission is generated, the potential safety hazards are generated for security protection work of communities, the working quality is lower, meanwhile, due to the increasingly increased security protection requirements of people, the security protection function effects required by different building facilities are also different greatly, so that a plurality of functional partitions are derived, the security protection is managed by related different management staff, but the performance among all functional modules is poor, and the serial ports are carried out in a systematic and procedural mode, so that the execution efficiency of all the functional modules is affected, and the quality efficiency of security protection early warning is affected. Therefore, the embodiment of the application provides a multifunctional area combined intelligent security management method, so that the problems of weak coordination of a plurality of functional modules and low intelligent degree of security measures in the current-stage security management due to functional diversity caused by functional requirements are solved.
Further, the security function modules are the security function modules based on the multiple requirements determined by the security management area, the function modules can be added based on the security effect, after the security function modules are determined, in order to facilitate data transmission among the modules, data interface analysis is performed on the security function modules, data transmission and information communication can be realized through interface channels, normal data transmission is performed between two function module programs, and joint analysis among the function modules is facilitated.
Step S200: connecting the plurality of security function modules by the data interaction interface to generate a security visual interface;
further, step S200 in the embodiment of the present application further includes:
step S210: the method comprises the steps of obtaining a plurality of security function modules, wherein the security function modules comprise an information management module, an electronic map module, an equipment positioning module and a security early warning module;
step S220: acquiring a target management area based on the security visual interface;
step S230: dividing security areas of the target management areas by the information management module to obtain information of the security areas;
step S240: and generating an information call library by using the information of the security area to perform data interaction.
Specifically, the data interaction interface is used for connecting the plurality of security function modules to generate a security visual interface, and it is understood that the plurality of security function modules include, but are not limited to, an information management module, an electronic map module, an equipment positioning module and a security early warning module. Specifically, the basic information is mainly used for managing areas, points and figures. The functions include: regional management, point location management, portrait management and the like; the area management is to uniformly manage the security management area and support the self-defined area range, the area type and the like; the point location management is used for binding the position information corresponding to the equipment; the portrait management comprises the steps of maintaining a portrait library, and comparing information of strangers, admittance personnel, abnormal personnel and the like based on the portrait library. The electronic map is mainly used for managing jurisdictions, crossing fences and key areas; the equipment management is mainly used for managing basic information of equipment, and the alarm rules are mainly used for managing areas and identifying illegal entry of strangers. The functions include: identification algorithm management, alarm rule management, admission rule management and alarm message reminding setting.
The management of a plurality of modules, such as modes of module adding operation, deleting, updating and the like, can be flexibly edited through security requirements of security buildings. The security visual interface takes the electronic map module as visual content, the information management module is a basic data source for information verification, comparison, verification, retrieval and the like, the equipment positioning module is used for realizing security equipment management, building identification management and the like, the maintenance, prevention and control quality of security is further improved, the security early warning module can adopt different early warning rules to realize corresponding warning according to the recognized unsafe hidden danger, and the security visual interface combines the corresponding functional modules, so that efficient analysis of a plurality of functional modules is facilitated. Further, in order to ensure that the security area is positioned accurately, a target management area is acquired, the security area is divided by the information in the information management module, and an area with higher security level, which is required to be subjected to security maintenance, is acquired; and generating an information call library by using the information of the security area to perform data interaction, so that the simplification and effectiveness of the information are ensured.
Further, the system further includes a video capturing device, and step S200 in the embodiment of the present application further includes:
step S250: acquiring the region type of the target management region;
step S260: generating security area characteristics according to the area type of the target management area;
step S270: carrying out security grading according to the security area characteristics to obtain an identification security area, wherein the identification security area is an area with security grade larger than a preset security grade;
step S280: the video acquisition device acquires video information of the identification security area to obtain real-time video information;
step S290: and connecting the video acquisition device with the security visual interface, and adding the real-time video information to the information call library.
Specifically, the security function of the security system is to acquire video through the video acquisition device to acquire corresponding video information, and the video information is used as data acquired in real time to be compared with information in the information management module, so that data transmission and next function use analysis are completed, and further, the security area can be efficiently maintained for further division of the security area, and security efficiency is improved. The process is as follows:
the method comprises the steps of obtaining the region type of a target management region, determining the characteristics of the security region according to the region type of the target management region, for example, when the region type of the target management region is commercial factory building, civil community security protection or chemical warehouse storage and the like, the corresponding An Fangte characteristics of the region type of the target management region are distinguished, the security region characteristics of the commercial factory building comprise a range and key security protection regions, and distinguishing characteristics are formed between the security region characteristics and security access control regions of civil property building regions and the like, so that the security region characteristics are used for carrying out security class division, obtaining and identifying regions with security classes greater than preset security classes, wherein the preset security classes are security management classes which are self-set according to the security degree of the target management region, and are used for judging the security classes corresponding to the security regions, so that video information of the identified security regions is acquired by a video acquisition device, and the next step of identification is completed according to the acquired information.
Step S300: based on the security visual interface, performing data interaction test on the plurality of security function modules, and outputting a plurality of groups of test data, wherein the plurality of groups of test data are test data for performing data interaction in pairs among the plurality of security function modules;
further, as shown in fig. 2, step S300 in the embodiment of the present application further includes:
step S310a: obtaining a test sample data set, wherein the test sample data set comprises a plurality of groups of test samples, and the data volume of each group of test samples is different;
step S320a: performing data interaction test on the plurality of security function modules according to the test sample data set to obtain interaction test rate;
step S330a: and generating a plurality of groups of test data at the interactive test rate, wherein the plurality of groups of test data correspond to the plurality of groups of test samples.
Further, step S300 in the embodiment of the present application further includes:
step S310b: acquiring a secondary test sample data set, wherein the secondary test sample data set comprises a plurality of groups of test samples, and the data types of each group of test samples are different;
step S320b: performing data interaction test on the plurality of security function modules according to the secondary test sample data set to obtain a secondary interaction test rate;
step S330b: and generating a second plurality of groups of test data according to the second interaction test rate, wherein the second plurality of groups of test data correspond to the second plurality of groups of test samples.
Specifically, the built security visual interface comprises a plurality of security function modules, and the corresponding functions are executed through information transmission and interaction among the security function modules, so that the flow security early warning is completed, but the data transmission quality is affected to a certain extent due to the different information conditions required by the function modules, so that the data transmission effectiveness among the security function modules is improved, the coordination and coordination capacity of the modules is improved, the data transmission efficiency among the security function modules is tested, a plurality of groups of test data are obtained, and the intelligent scheduling of information during the interactive transmission among the modules is determined.
The interactive test is to perform data interactive test by using a group of two or more security function modules, in detail, if the security function modules comprise 4 function modules of an information management module, an electronic map module, an equipment positioning module and a security early warning module, the information management module and the electronic map module are used; an electronic map module and an equipment positioning module; the equipment positioning module and the security early warning module; an information management module and an equipment positioning module; the information management module and the security early warning module; the electronic map module and the security early warning module; 7 test groups are generated, and the interactive test rates corresponding to the groups are obtained to generate the interactive test rates. Specifically, a test sample data set and a secondary test sample data set are obtained, wherein the data volume of each group of test samples in the test sample data set is different, the data types of each group of test samples in the secondary test sample data set are different, so that bidirectional test is carried out on each test group, and corresponding bidirectional test results are output, so that the generated bidirectional test results are output as a plurality of groups of test data, and a precondition is provided for coordination among all modules in a bidirectional test-based mode.
Step S400: carrying out synchronicity analysis according to the plurality of groups of test data to obtain synchronicity indexes;
further, step S400 in the embodiment of the present application further includes:
step S410: inputting the interaction test rate and the secondary interaction test rate into an interaction performance evaluation model, and outputting an interaction evaluation result according to the interaction performance evaluation model, wherein the interaction performance evaluation model is used for evaluating the data transmission synchronism of each security function module;
step S420: and outputting the synchronicity index based on the interactivity evaluation result.
Specifically, the interactive test rate is a rate test result obtained for different data sizes, namely, a ratio of time periods consumed by transmission of unit data sizes, the secondary interactive test rate is a rate test result obtained for different data types, thereby identifying the performance of data transmission between each functional module, further, the interactive test rate and the secondary interactive test rate are input into an interactive performance evaluation model, wherein the interactive performance evaluation model carries out synchronism evaluation based on a fluctuation index of the test rate, and the interactive performance evaluation model is trained to obtain by multiple groups of training data, and can carry out fluctuation value analysis on all received data, specifically, the interactive performance evaluation model is a feedback neural network model, the neural network model is a network formed by interconnection of a large number of processing units, a function learning relation exists between each network layer, the test rate of each functional module is learned and continuously and negatively stimulated in error through the feedback neural network model, thus the accuracy of model output is improved, the interactive test rate is tested by using two functional models as one group, the interactive performance evaluation model comprises the fact that the data with different data types can be tested by different data types, the performance of the data types can be accurately tested by the two groups of the data types, the interactive performance evaluation model can be provided to the data between the two functional modules as a monitoring data is accurately, the data can be input between the two groups and the data models, and the data can be synchronously tested by monitoring the data models, and the performance can be monitored, and the performance of the data can be accurately monitored, and the performance is tag is provided as a data is monitored when the performance is accurately is monitored, the method comprises the steps that a neuron activation value (neuron output value of a layer) is transmitted from an input layer to an output layer through each hidden layer, input response of a network is obtained at each neuron of the output layer, then the input layer is reversely returned from the output layer through each hidden layer according to the direction of reducing errors between network output and actual output samples, so that each hidden weight is corrected gradually, learning of an interactive performance evaluation model is conducted through training learning of an input interactive test rate and a secondary interactive test rate, the secondary interactive test rate and an interactive rate fluctuation index, the secondary interactive test rate fluctuation index and synchronicity identification information are used as input variables, weight of each variable is continuously adjusted through weight assignment of the hidden layer, synchronicity is used as a response index of the input layer, network training is conducted when the trained data are in a convergent state on a model training curve, and then an excitation function relation between the interactive test rate and synchronicity is obtained, the output synchronicity index is used as an interactivity evaluation result, and a corresponding interactive performance evaluation model is generated. According to the interactive performance evaluation model, corresponding fluctuation indexes can be generated according to the interactive test rate, and two groups of fluctuation indexes are comprehensively analyzed according to the fluctuation indexes corresponding to the secondary interactive test rate, so that the synchronism of data transmission of the security function module is output, when the synchronism index is high, the consistency of the current plurality of function modules is identified to be high, when the synchronism index is low, the consistency of the current plurality of function modules is identified to be low, and when security hidden danger data identification output exists, the transmission coordination of the flow of receiving the data of each function module is needed to be further carried out. In particular, for the visual display effect in the security visual interface, the corresponding synchronicity index is lower, and the precision conversion is required, and the specific flow is as follows:
further, as shown in fig. 3, step S420 in the embodiment of the present application further includes:
step S421: acquiring a synchronicity index corresponding to the electronic map module;
step S422: judging whether the synchronization index corresponding to the electronic map module is in a preset synchronization index or not, and if the synchronization index corresponding to the electronic map module is not in the preset synchronization index, acquiring an accuracy conversion instruction;
step S423: and adjusting the visual precision of the electronic map module by the precision conversion instruction.
Specifically, when the synchronization index corresponding to the electronic map module is in the preset synchronization index, the electronic map module and other modules are identified to have stronger data interaction capability, the electronic map module is displayed in a high-definition mode without performing visual precision conversion, wherein the preset synchronization index is a safety synchronization threshold preset in advance, and further, when the synchronization index corresponding to the electronic map module is not in the preset synchronization index, the electronic map module and other modules are identified to have data interaction capability, if the accuracy conversion instruction is required to be acquired, the accuracy conversion instruction is transmitted to a security visual interface, and the visual precision of the electronic map module is adjusted based on the security visual interface, for example, when the visual image of the electronic map module is adjustable, the corresponding visual display module is subjected to frame reduction processing by reducing the corresponding display parameter, so that the accuracy and the effectiveness of the data interaction of the electronic map module and other modules are met in a high-precision judgment mode.
Step S500: acquiring a data interaction task set based on the security visual interface;
step S600: configuring the data interaction task set according to the synchronicity index to acquire a multi-task scheduling sequence;
step S700: and performing task scheduling management on the plurality of security function modules by the multi-task scheduling configuration sequence.
Specifically, when the security management system performs real-time monitoring and early warning, video acquisition is performed on the identified security area through the corresponding video acquisition device, and the acquired video data is subjected to data transmission through a plurality of security function modules in the security visual interface, for example, the video data are used for information comparison by the information management module, and the comparison result is sent to the security early warning module; or based on the combination analysis of the real-time video information and the electronic map module, the abnormal positioning of the equipment positioning module is realized, and the like, so that a corresponding required data interaction task set is obtained, and as the synchronism indexes of data transmission among the security function modules are different, the data interaction task set is subjected to flow configuration according to the synchronism indexes, so that the task sequence analysis is carried out on the data interaction task set, a multi-task scheduling sequence is obtained, and the task scheduling management is carried out on the plurality of security function modules according to the multi-task scheduling configuration sequence.
In combination with the above embodiment, the present invention has the following beneficial effects:
the method comprises the steps of determining a plurality of security function modules with larger use requirements through security requirements of a building, establishing corresponding data interaction interfaces for each function module so as to establish a data transmission channel between each module, forming a security visual interface formed by connecting each function module, further, performing data interaction test on each security function module based on the security visual interface, testing each two modules as a group, acquiring corresponding multiple groups of test data, further, performing synchronicity analysis on the multiple groups of test data, acquiring synchronicity indexes, and performing scheduling sequence configuration on all tasks according to the synchronicity indexes when the security visual interface acquires task scheduling of data interaction, and performing task call management on the multiple security function modules according to the multi-task scheduling sequence.
The visual precision adjustment is carried out on the corresponding visual display module by adopting a mode based on high-precision judgment so as to meet the accuracy and effectiveness of data interaction between the electronic map module and other modules.
Because the synchronism indexes of data transmission among the security function modules are different, the flow configuration is carried out on the data interaction task according to the synchronism indexes, so that task sequence analysis is carried out on the data interaction task set, a multi-task scheduling sequence is obtained, and task scheduling management is carried out on the plurality of security function modules according to the multi-task scheduling configuration sequence.
Example two
Based on the same inventive concept as the intelligent security management method combined with the multifunctional area in the foregoing embodiment, the present invention further provides an intelligent security management system combined with the multifunctional area, as shown in fig. 4, where the system includes:
the interaction interface analysis module 11 is used for constructing a data interaction interface according to the plurality of security function modules;
the security visualization module 12 is used for connecting the plurality of security function modules through the data interaction interface to generate a security visualization interface;
the data interaction testing module 13 is used for performing data interaction testing on the plurality of security function modules based on the security visual interface and outputting a plurality of groups of testing data, wherein the plurality of groups of testing data are the testing data for performing data interaction in pairs among the plurality of security function modules;
the synchronicity analysis module 14, wherein the synchronicity analysis module 14 is configured to perform synchronicity analysis according to the multiple sets of test data to obtain a synchronicity index;
the task set acquisition module 15 is used for acquiring a data interaction task set based on the security visual interface;
the task set configuration module 16, wherein the task set configuration module 16 is configured to configure the data interaction task set according to the synchronicity index to obtain a multi-task scheduling sequence;
the task scheduling management module 17 is configured to perform task scheduling management on the plurality of security function modules according to the multi-task scheduling configuration sequence by using the task scheduling management module 17.
Further, the system further comprises:
the function module assembly unit is used for acquiring the plurality of security function modules and comprises an information management module, an electronic map module, an equipment positioning module and a security early warning module;
the target area analysis unit is used for acquiring a target management area based on the security visual interface;
the security area dividing unit is used for dividing the security area of the target management area by the information management module to acquire information of the security area;
and the information calling unit is used for generating an information calling library to perform data interaction according to the information of the security area.
Further, the system further comprises:
the area type analysis unit is used for acquiring the area type of the target management area;
the regional characteristic analysis unit is used for generating security regional characteristics according to the regional type of the target management region;
the security grading unit is used for grading security according to the security area characteristics to obtain an identification security area, wherein the identification security area is an area with security grade greater than a preset security grade;
the video acquisition unit is used for carrying out video acquisition on the identification security area according to the video acquisition device to acquire real-time video information;
the information adding unit is used for connecting the video acquisition device with the security visual interface and adding the real-time video information to the information call library.
Further, the system further comprises:
the test sample acquisition unit is used for acquiring a test sample data set, wherein the test sample data set comprises a plurality of groups of test samples, and the data volume of each group of test samples is different;
the interaction test unit is used for carrying out data interaction test on the plurality of security function modules according to the test sample data set to obtain interaction test rate;
and the test data output unit is used for generating a plurality of groups of test data at the interactive test rate, wherein the plurality of groups of test data correspond to the plurality of groups of test samples.
Further, the system further comprises:
the secondary test sample acquisition unit is used for acquiring a secondary test sample data set, wherein the secondary test sample data set comprises a plurality of groups of test samples, and the data types of each group of test samples are different;
the secondary interaction testing unit is used for carrying out data interaction testing on the plurality of security function modules according to the secondary test sample data set to obtain a secondary interaction testing rate;
and the secondary test data output unit generates secondary multiple groups of test data according to the secondary interaction test rate, wherein the secondary multiple groups of test data correspond to the secondary multiple groups of test samples.
Further, the system further comprises:
the model performance evaluation unit is used for inputting the interaction test rate and the secondary interaction test rate into an interaction performance evaluation model and outputting an interaction evaluation result according to the interaction performance evaluation model, wherein the interaction performance evaluation model is used for evaluating the data transmission synchronism of each security function module;
and the synchronicity index output unit is used for outputting the synchronicity index based on the interactivity evaluation result.
Further, the system further comprises:
the module index analysis unit is used for acquiring the synchronism index corresponding to the electronic map module;
the synchronization index judging unit is used for judging whether the synchronization index corresponding to the electronic map module is in a preset synchronization index or not, and if the synchronization index corresponding to the electronic map module is not in the preset synchronization index, acquiring an accuracy conversion instruction;
and the visual precision adjusting unit is used for adjusting the visual precision of the electronic map module according to the precision conversion instruction.
Those of ordinary skill in the art will appreciate that the various illustrative apparatus and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, or combinations of computer software and electronic hardware. The above embodiments are merely specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily think about changes or substitutions within the technical scope of the present invention, and the changes and substitutions are intended to be covered by the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.

Claims (5)

1. The utility model provides a multi-functional district joint intelligent security management method which is characterized in that, the method is applied to intelligent security management system, the system with a plurality of security function module communication connection, the method includes:
constructing a data interaction interface according to the plurality of security function modules;
connecting the plurality of security function modules by the data interaction interface to generate a security visual interface;
based on the security visual interface, performing data interaction test on the plurality of security function modules, and outputting a plurality of groups of test data, wherein the plurality of groups of test data are test data for performing data interaction in pairs among the plurality of security function modules;
carrying out synchronicity analysis according to the plurality of groups of test data to obtain synchronicity indexes;
acquiring a data interaction task set based on the security visual interface;
configuring the data interaction task set according to the synchronicity index to acquire a multi-task scheduling sequence;
performing task scheduling management on the plurality of security function modules by using the multi-task scheduling sequence;
the method comprises the steps of obtaining a plurality of security function modules, wherein the security function modules comprise an information management module, an electronic map module, an equipment positioning module and a security early warning module;
acquiring a target management area based on the security visual interface;
dividing security areas of the target management areas by the information management module to obtain information of the security areas;
generating an information call library by using the information of the security area to perform data interaction;
and performing synchronicity analysis according to the plurality of groups of test data to obtain synchronicity indexes, and further comprising:
inputting an interaction test rate and a secondary interaction test rate into an interaction performance evaluation model, and outputting an interaction evaluation result according to the interaction performance evaluation model, wherein the interaction performance evaluation model is used for evaluating the data transmission synchronism of each security function module, the interaction performance evaluation model is a feedback neural network model, the interaction test rate is a rate test result obtained according to different data sizes, and the secondary interaction test rate is a rate test result obtained according to different data types;
outputting the synchronicity index based on the interactivity evaluation result;
acquiring a synchronicity index corresponding to the electronic map module;
judging whether the synchronization index corresponding to the electronic map module is in a preset synchronization index or not, and if the synchronization index corresponding to the electronic map module is not in the preset synchronization index, acquiring an accuracy conversion instruction;
and adjusting the visual precision of the electronic map module by the precision conversion instruction.
2. The method of claim 1, wherein the system further comprises a video acquisition device, further comprising:
acquiring the region type of the target management region;
generating security area characteristics according to the area type of the target management area;
carrying out security grading according to the security area characteristics to obtain an identification security area, wherein the identification security area is an area with security grade larger than a preset security grade;
the video acquisition device acquires video information of the identification security area to obtain real-time video information;
and connecting the video acquisition device with the security visual interface, and adding the real-time video information to the information call library.
3. The method of claim 1, wherein performing a data interaction test on the plurality of security function modules based on the security visualization interface, outputting a plurality of sets of test data, comprising:
obtaining a test sample data set, wherein the test sample data set comprises a plurality of groups of test samples, and the data volume of each group of test samples is different;
performing data interaction test on the plurality of security function modules according to the test sample data set to obtain interaction test rate;
and generating a plurality of groups of test data at the interactive test rate, wherein the plurality of groups of test data correspond to the plurality of groups of test samples.
4. A method as claimed in claim 3, wherein the method further comprises:
acquiring a secondary test sample data set, wherein the secondary test sample data set comprises a plurality of groups of test samples, and the data types of each group of test samples are different;
performing data interaction test on the plurality of security function modules according to the secondary test sample data set to obtain a secondary interaction test rate;
and generating a second plurality of groups of test data according to the second interaction test rate, wherein the second plurality of groups of test data correspond to the second plurality of groups of test samples.
5. An intelligent security management system associated with a multi-functional area, wherein the system is communicatively coupled to a plurality of security function modules, the system comprising:
the interaction interface analysis module is used for building a data interaction interface according to the plurality of security function modules;
the security visual module is used for connecting the plurality of security function modules through the data interaction interface to generate a security visual interface;
the data interaction testing module is used for carrying out data interaction testing on the plurality of security function modules based on the security visual interface and outputting a plurality of groups of testing data, wherein the plurality of groups of testing data are the testing data for carrying out data interaction in pairs between the plurality of security function modules;
the synchronism analysis module is used for carrying out synchronism analysis according to the plurality of groups of test data to obtain synchronism indexes;
the task set acquisition module is used for acquiring a data interaction task set based on the security visual interface;
the task set configuration module is used for configuring the data interaction task set according to the synchronicity index to acquire a multi-task scheduling sequence;
the task scheduling management module is used for performing task scheduling management on the plurality of security function modules in the multi-task scheduling sequence;
the function module assembly unit is used for acquiring the plurality of security function modules and comprises an information management module, an electronic map module, an equipment positioning module and a security early warning module;
the target area analysis unit is used for acquiring a target management area based on the security visual interface;
the security area dividing unit is used for dividing the security area of the target management area by the information management module to acquire information of the security area;
the information calling unit is used for generating an information calling library to perform data interaction according to the information of the security area;
the system comprises a model performance evaluation unit, a data transmission synchronization evaluation unit and a data type evaluation unit, wherein the model performance evaluation unit is used for inputting an interaction test rate and a secondary interaction test rate into an interaction performance evaluation model, and outputting an interaction evaluation result according to the interaction performance evaluation model, the interaction performance evaluation model is used for evaluating the data transmission synchronization of each security function module, the interaction performance evaluation model is a feedback neural network model, the interaction test rate is a rate test result obtained according to different data sizes, and the secondary interaction test rate is a rate test result obtained according to different data types;
a synchronicity index output unit for outputting the synchronicity index based on the interactivity evaluation result;
the module index analysis unit is used for acquiring the synchronism index corresponding to the electronic map module;
the synchronization index judging unit is used for judging whether the synchronization index corresponding to the electronic map module is in a preset synchronization index or not, and if the synchronization index corresponding to the electronic map module is not in the preset synchronization index, acquiring an accuracy conversion instruction;
and the visual precision adjusting unit is used for adjusting the visual precision of the electronic map module according to the precision conversion instruction.
CN202211344384.XA 2022-10-31 2022-10-31 Multifunctional area combined intelligent security management method and system Active CN115481941B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202211344384.XA CN115481941B (en) 2022-10-31 2022-10-31 Multifunctional area combined intelligent security management method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202211344384.XA CN115481941B (en) 2022-10-31 2022-10-31 Multifunctional area combined intelligent security management method and system

Publications (2)

Publication Number Publication Date
CN115481941A CN115481941A (en) 2022-12-16
CN115481941B true CN115481941B (en) 2023-06-06

Family

ID=84395743

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202211344384.XA Active CN115481941B (en) 2022-10-31 2022-10-31 Multifunctional area combined intelligent security management method and system

Country Status (1)

Country Link
CN (1) CN115481941B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116257456B (en) * 2023-05-12 2023-07-18 西安晟昕科技股份有限公司 Multi-interface test method

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107945625A (en) * 2017-11-20 2018-04-20 陕西学前师范学院 A kind of pronunciation of English test and evaluation system
CN109145128A (en) * 2018-08-15 2019-01-04 东北大学 A kind of online method for visualizing of large-scale data
CN114237391A (en) * 2021-12-10 2022-03-25 上海工程技术大学 Urban rail transit dispatching virtual training test system and method thereof

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104079874B (en) * 2014-06-12 2018-03-02 黄河科技学院 A kind of security protection integral system and method based on technology of Internet of things
CN110225143B (en) * 2018-09-05 2020-10-09 宁波海上鲜信息技术有限公司 Intelligent security data system
CN112333241B (en) * 2020-10-13 2022-11-11 浙江安防职业技术学院 Intelligent security system based on big data service
CN114358980A (en) * 2020-12-25 2022-04-15 南方电网海南数字电网研究院有限公司 Intelligent community property management system and method based on Internet of things
CN114048136A (en) * 2021-11-16 2022-02-15 中国银行股份有限公司 Test type determination method, device, server, medium and product
CN114973142A (en) * 2022-06-16 2022-08-30 常州智砼绿色建筑科技有限公司 Intelligent monitoring method and system for intelligent construction site

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107945625A (en) * 2017-11-20 2018-04-20 陕西学前师范学院 A kind of pronunciation of English test and evaluation system
CN109145128A (en) * 2018-08-15 2019-01-04 东北大学 A kind of online method for visualizing of large-scale data
CN114237391A (en) * 2021-12-10 2022-03-25 上海工程技术大学 Urban rail transit dispatching virtual training test system and method thereof

Also Published As

Publication number Publication date
CN115481941A (en) 2022-12-16

Similar Documents

Publication Publication Date Title
CN108200030A (en) Detection method, system, device and the computer readable storage medium of malicious traffic stream
CN108830837A (en) A kind of method and apparatus for detecting ladle corrosion defect
CN105227939A (en) Inter-vehicle information system testboard bay and method of testing
CN115481941B (en) Multifunctional area combined intelligent security management method and system
CN106447156A (en) Attendance management method and system
CN112633779B (en) Method for evaluating reliability of environmental monitoring data
CN115062675A (en) Full-spectrum pollution tracing method based on neural network and cloud system
CN115019008B (en) Intelligent 3D model design analysis service management platform
CN114441463B (en) Full spectrum water quality data analysis method
CN103942251A (en) Method and system for inputting high altitude meteorological data into database based on multiple quality control methods
CN209640902U (en) A kind of experimental data collection monitoring system of combination two dimensional code and video monitoring
CN117171694B (en) Distribution scene safety identification system based on AI technology
CN113935705A (en) Wisdom measurement laboratory management system
KR20230056006A (en) Apparatus for artificial intelligence based safety diagnosis through 3d model and method thereof
CN115938009A (en) Intelligent electronic patrol positioning method and system
CN115689206A (en) Intelligent monitoring method for transformer substation infrastructure progress based on deep learning
CN114582038A (en) Inspection management method and device, electronic equipment and computer readable storage medium
KR102660626B1 (en) System and method for vision inspection based on AI that can be verified on site
CN114913670B (en) Personnel going out of sea safety management system based on safety code management
CN114048076B (en) Electronic man-machine cooperative troubleshooting system for aviation communication
US20220326070A1 (en) Fiber optic sensing for reduced field work conflicts
WO2022255518A1 (en) Device for determining defect in panel to be inspected using deep learning neural network model
CN116842372A (en) Deep learning sample labeling method and system based on online education big data
CN115907060A (en) Safety production early warning device and method for petrochemical enterprises
CN118038104A (en) Method for determining target model, method and system for determining image category

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant