CN110852456A - Vehicle integrated management system - Google Patents
Vehicle integrated management system Download PDFInfo
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- CN110852456A CN110852456A CN201911061286.3A CN201911061286A CN110852456A CN 110852456 A CN110852456 A CN 110852456A CN 201911061286 A CN201911061286 A CN 201911061286A CN 110852456 A CN110852456 A CN 110852456A
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Abstract
The embodiment of the invention provides a vehicle comprehensive management system, which comprises: the system comprises a data access layer, a system core layer and a platform interconnection layer, wherein the data access layer is used for acquiring corresponding data from vehicle monitoring equipment; the system core layer is provided with a vehicle identification subsystem, a big data subsystem and an application management subsystem, wherein the vehicle identification subsystem is used for identifying vehicle characteristics; the big data subsystem is used for storing the vehicle characteristics and providing query service according to the vehicle characteristics; the application management subsystem is used for managing and maintaining software application deployed on the platform interconnection layer; and the platform interconnection layer is used for providing a data interface for communicating with the software application. By applying the embodiment of the invention, the vehicle management function in the aspect of public safety can be provided for the public safety department.
Description
Technical Field
The invention relates to a traffic management system, in particular to a vehicle comprehensive management system.
Background
With the rapid development of national economy, the quantity of automobiles reserved by residents is also increasing, and how to effectively manage the automobiles is a technical problem to be solved urgently.
At present, the application numbers in the prior art are: the invention patent application of CN201110156228.6 discloses a vehicle integrated management system, which comprises a service management system, a marketing contract system, a report inquiry system, a financial settlement system, a mechanical management system, a lead inquiry system and a company data system, wherein the systems are connected through a hardware system and a software system. The vehicle comprehensive management system improves the operation efficiency of the vehicle, settles accounts and collects money timely and accurately, manages the maintenance safety of the vehicle, conveniently and easily monitors the operation cost, and is convenient for leaders to deeply know the operation condition of the vehicle in an enterprise in real time.
However, in the prior art, only vehicles inside enterprises are managed, and a vehicle management function in the aspect of public safety cannot be provided.
Disclosure of Invention
The technical problem to be solved by the invention is how to provide a vehicle integrated management system to provide vehicle management functions in the aspect of public safety.
The invention solves the technical problems through the following technical means:
the embodiment of the invention provides a vehicle comprehensive management system, which comprises: a data access layer, a system core layer, and a platform interconnect layer, wherein,
the data access layer is configured to obtain corresponding data from a vehicle monitoring device, where the vehicle monitoring device includes: one or a combination of high-definition electronic police, an electronic card port, road monitoring equipment, video recording equipment, offline data storage equipment and vehicle management database storage equipment;
the system core layer is provided with a vehicle identification subsystem, a big data subsystem and an application management subsystem, wherein the vehicle identification subsystem is used for identifying vehicle characteristics; the big data subsystem is used for storing the vehicle characteristics and providing query service according to the vehicle characteristics; the application management subsystem is used for managing and maintaining software application deployed on the platform interconnection layer;
and the platform interconnection layer is used for providing a data interface for communicating with the software application.
Optionally, the vehicle identification subsystem comprises: a vehicle characteristic identification module, a vehicle marker identification module, and a fuzzy identification module, wherein,
the vehicle characteristic identification module is used for identifying vehicle brands, vehicle types, vehicle colors, license plates and vehicle model years;
the vehicle marker identification module is used for annual inspection identification, tissue box identification, pendulum hanging piece identification, sun shield identification and preset specific type marker identification;
the fuzzy recognition module is used for recognizing fuzzy vehicles according to a preset fuzzy recognition algorithm.
Optionally, the big data subsystem includes: a mass data storage module, a mass data retrieval module, and a mass data mining module, wherein,
the mass data storage module is used for storing images, videos and texts;
the mass data retrieval module is used for providing keyword-based retrieval service, content-based retrieval service and quick retrieval service;
the mass data mining module is used for mining based on data time space, data content and user preference;
optionally, the application management subsystem includes: a system application module and a system management module, wherein,
the system application module is used for fake-licensed vehicle pushing application, mass query and retrieval application, system alarm control application and other preset big data application;
the system management module is used for automatically deploying and upgrading software application, automatically monitoring the system state, automatically giving an alarm when the system state is abnormal, carrying out system safety management and carrying out server cluster management.
Optionally, the system application module further includes: the traffic police module is used for false fake license plate to arrest and control, vehicle travel rule statistical analysis, illegal vehicle discernment and hit-and-run vehicle discernment, and wherein, illegal vehicle includes: the vehicle is one or a combination of a vehicle without a safety belt, a vehicle for driving and calling, a vehicle with green lights, a vehicle with yellow grids staying and a vehicle occupying a bus lane.
Optionally, the system application module further includes: the poison forbidding module is used for: and (3) carrying out automatic monitoring and travel rule analysis on personnel and vehicles in the pre-drug taking and drug selling departments, or carrying out travel rule analysis on all vehicles in the jurisdiction, and screening vehicles and personnel with drug taking and drug selling doubts.
Optionally, the system application module further includes: the criminal investigation module is used for suspect vehicle to seek, case cluster, suspect vehicle early warning, suspect vehicle cloth accuse, vehicle big data are studied and judged and the technical and combat law is served, wherein, suspect vehicle seeks and includes: vehicle type searching, color searching, marker searching and vehicle searching by a picture or a combination thereof; the case string is used for carrying out serial-parallel processing on the cases related to the vehicle according to the user-defined serial-parallel rule; the suspicious vehicle early warning comprises the following steps: one or a combination of fake set unlicensed early warning, face shielding early warning, vehicle stealing and robbing early warning and case involved vehicle early warning; suspect vehicle deployment and control includes: one or a combination of vehicle deployment and control, vehicle theft and robbery deployment and escape deployment and control; the big data study and judgment comprises the following steps: performing one or a combination of primary city entering judgment, vehicle acquisition in the same driving, one-vehicle-license judgment, one-license-; the technical and tactical method comprises one or a combination of enclosure assessment and vehicle-to-gear management.
Optionally, the system application module further includes: the security and stability maintaining module is used for major security, anti-terrorism and stability maintaining and situational study and judgment, wherein the major security comprises: the method comprises the following steps of carrying out suspicion degree evaluation on vehicles in an important meeting and on holidays, wherein the suspicion degree evaluation basis comprises the following steps: one or a combination of fake license plates, shielded face parts, first entering city and appearing in a preset specific area; the anti-terrorism and stability maintaining comprises the steps of distributing, controlling and early warning vehicles with preset characteristics in a preset specific area in a district; the situation studying and judging comprises situation analysis and studying and judging of vehicle flowing situations and crowd gathering situations.
The invention has the advantages that:
by applying the embodiment of the invention, the data from different sources are processed by utilizing each subsystem deployed in the system core layer, and a data interface is provided for various software applications.
Drawings
FIG. 1 is a schematic diagram of a vehicle integrated management system according to an embodiment of the present invention;
fig. 2 is a schematic diagram illustrating an architecture of a criminal investigation module in the vehicle integrated management system according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the embodiments of the present invention, and it is obvious that the described embodiments are some embodiments of the present invention, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Fig. 1 is a schematic structural diagram of a vehicle integrated management system according to an embodiment of the present invention, and as shown in fig. 1, the embodiment of the present invention provides a vehicle integrated management system, including: a data access layer, a system core layer, and a platform interconnect layer, wherein,
the data access layer is configured to obtain corresponding data from a vehicle monitoring device, where the vehicle monitoring device includes: one or a combination of high-definition electronic police, an electronic card port, road monitoring equipment, video recording equipment, offline data storage equipment and vehicle management database storage equipment;
the system core layer is provided with a vehicle identification subsystem, a big data subsystem and an application management subsystem, wherein the vehicle identification subsystem is used for identifying vehicle characteristics; the big data subsystem is used for storing the vehicle characteristics and providing query service according to the vehicle characteristics; the application management subsystem is used for managing and maintaining software application deployed on the platform interconnection layer;
and the platform interconnection layer is used for providing a data interface for communicating with the software application.
The high-definition electronic police can be a camera device for identifying the violation behaviors of red light running, backward running, overspeed running, line-crossing running, illegal parking and the like of the motor vehicle through various technologies such as vehicle detection, photoelectric imaging, automatic control, network communication, computers and the like; the electronic card port can be a camera for carrying out integral shooting on the vehicle by relying on a high-definition camera; the road monitoring equipment can be monitoring equipment for monitoring road flow and the like; the video recording can be video data shot by a security and traffic management camera; the offline data storage device may be video data copied from another image pickup device; the vehicle management database storage device may be a device that stores a vehicle management database.
The above-mentioned apparatus provides the basic business data, the vehicle identification subsystem in the core layer of the system includes: the system comprises a vehicle characteristic identification module, a vehicle marker identification module and a fuzzy identification module, wherein the vehicle characteristic identification module is used for identifying vehicle brands, vehicle types, vehicle colors, license plates and vehicle model years; the vehicle marker identification module is used for annual inspection identification, tissue box identification, pendulum hanging piece identification, sun shield identification and preset specific type marker identification; the fuzzy recognition module is used for recognizing fuzzy vehicles according to a preset fuzzy recognition algorithm. It is understood that the fuzzy recognition algorithm is prior art and will not be described in detail herein.
The big data subsystem in the system core layer comprises: the system comprises a mass data storage module, a mass data retrieval module and a mass data mining module, wherein the mass data storage module is used for storing images, videos and texts; the mass data retrieval module is used for providing keyword-based retrieval service, content-based retrieval service and quick retrieval service; the mass data mining module is used for mining based on data time space, data content and user preference.
An application management subsystem in a system core layer, comprising: the system comprises a system application module and a system management module, wherein the system application module is used for fake-licensed vehicle pushing application, mass inquiry and retrieval application, system alarm control application and other preset big data application; the system management module is used for automatically deploying and upgrading software application, automatically monitoring the system state, automatically giving an alarm when the system state is abnormal, carrying out system safety management and carrying out server cluster management. Further, the system application module comprises: the traffic police module is used for false fake license plate to be arrested and is laid accuse, vehicle travel rule statistical analysis, illegal vehicle discernment and hit-and-run vehicle discernment, and wherein, illegal vehicle includes: the vehicle is one or a combination of a vehicle without a safety belt, a vehicle for driving and calling, a vehicle with green lights, a vehicle with yellow grids staying and a vehicle occupying a bus lane.
By applying the embodiment of the invention, the data from different sources are processed by utilizing each subsystem deployed in the system core layer, and a data interface is provided for various software applications.
In another specific implementation manner of the embodiment of the present invention, in order to improve efficiency of fighting drug crime, the system application module further includes: the poison forbidding module is used for: and (3) carrying out automatic monitoring and travel rule analysis on personnel and vehicles in the pre-drug taking and drug selling departments, or carrying out travel rule analysis on all vehicles in the jurisdiction, and screening vehicles and personnel with drug taking and drug selling doubts.
Fig. 2 is a schematic structural diagram of a criminal investigation module in the vehicle integrated management system according to an embodiment of the present invention, and as shown in fig. 2, in another embodiment of the present invention, in order to improve the criminal investigation case solving efficiency, the system application module further includes: the criminal investigation module is used for, suspect vehicle is seeked, case cluster, suspect vehicle early warning, suspect vehicle is arranged accuse, vehicle big data are studied and judged and the technical and combat law is served, wherein, suspect vehicle is seeked and is included: vehicle type searching, color searching, marker searching and vehicle searching by a picture or a combination thereof; the case string is used for carrying out serial-parallel processing on the cases related to the vehicle according to the user-defined serial-parallel rule; the suspicious vehicle early warning comprises the following steps: one or a combination of fake set unlicensed early warning, face shielding early warning, vehicle stealing and robbing early warning and case involved vehicle early warning; suspect vehicle deployment and control includes: one or a combination of vehicle deployment and control, vehicle theft and robbery deployment and escape deployment and control; the big data study and judgment comprises the following steps: performing one or a combination of primary city entering judgment, vehicle acquisition in the same driving, one-vehicle-license judgment, one-license-; the technical and tactical method comprises one or a combination of enclosure assessment and vehicle-to-gear management.
For example, the user-defined string-parallel rule may be a string-parallel rule summarized according to the features of case string-parallel accumulated in the criminal investigation process.
The vehicles in the same traveling may be determined to be vehicles in the same traveling by the same departure point and the same destination according to the traveling tracks of the vehicles recorded by the system; the one-car multi-license plate judgment can be that the car with the changed license plate is judged to be one-car multi-license plate according to the characteristic information of the car such as color, model, ornaments and driver, and the like which is not changed; the judgment of one license plate and multiple vehicles is similar, and one license plate is installed on different vehicles to judge that one license plate and multiple vehicles exist; the vehicle judgment method includes judging whether a vehicle is a vehicle which appears day and night according to the driving time period of each vehicle recorded in the system; the hidden vehicle judgment may be that the vehicle manages all records of the vehicle, but the system does not collect information that the vehicle runs on the road, and may judge that the vehicle is hidden in the parking space.
In another specific implementation manner of the embodiment of the present invention, the system application module further includes: the security and stability maintaining module is used for major security, anti-terrorism and stability maintaining and situational study and judgment, wherein the major security comprises: the method comprises the following steps of carrying out suspicion degree evaluation on vehicles in an important meeting and on holidays, wherein the suspicion degree evaluation basis comprises the following steps: one or a combination of fake license plates, shielded face parts, first entering city and appearing in a preset specific area; the anti-terrorism and stability maintaining comprises the steps of distributing, controlling and early warning vehicles with preset characteristics in a preset specific area in a district; the situation studying and judging comprises situation analysis and studying and judging of vehicle flowing situations and crowd gathering situations.
For example, when the vehicle is evaluated for the degree of suspicion, several shots may be used for evaluation, and for each shot, weights are respectively given to several features of the fake plate, the face of the block, the first entering into the city, and the specific area appearing in the preset specific area, for example, 0.3, 0.2 are respectively given to several features of the fake plate, the face of the block, the first entering into the city, and the specific area appearing in the preset specific area, and the score is 20 for each shot; the total number of shots was 5.
If the evaluated vehicle uses the fake license plate, blocks the face, enters the city for the first time and appears in a preset specific area, the corresponding score when shooting for the first time is as follows:
20 × 0.3+20 × 0.2 ═ 20 points, and so on, the score of each shot can be obtained; the scores of the five shots are then accumulated, with higher scores indicating higher suspiciousness of the vehicle.
For example, the vehicle may be controlled in a simulated manner on a map, and whether a vulnerability exists in the control enclosure is judged according to the control range and the control direction of each control point.
The analysis and the judgment of the vehicle flow condition can be that whether an emergency condition affecting the normal form of the vehicle exists is judged according to whether the running speed of the vehicle exceeds the speed, the deviation between the running direction and the specified direction and the aggregation degree; the situation analysis and the research and judgment of the crowd gathering condition can be used for evaluating the crowd density in the shooting area, and when the crowd density is higher than the set density, an alarm should be given in time.
The above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (8)
1. A vehicle integrated management system, characterized in that the system comprises: a data access layer, a system core layer, and a platform interconnect layer, wherein,
the data access layer is configured to obtain corresponding data from a vehicle monitoring device, where the vehicle monitoring device includes: one or a combination of high-definition electronic police, an electronic card port, road monitoring equipment, video recording equipment, offline data storage equipment and vehicle management database storage equipment;
the system core layer is provided with a vehicle identification subsystem, a big data subsystem and an application management subsystem, wherein the vehicle identification subsystem is used for identifying vehicle characteristics; the big data subsystem is used for storing the vehicle characteristics and providing query service according to the vehicle characteristics; the application management subsystem is used for managing and maintaining software application deployed on the platform interconnection layer;
and the platform interconnection layer is used for providing a data interface for communicating with the software application.
2. The integrated vehicle management system according to claim 1, wherein the vehicle identification subsystem comprises: a vehicle characteristic identification module, a vehicle marker identification module, and a fuzzy identification module, wherein,
the vehicle characteristic identification module is used for identifying vehicle brands, vehicle types, vehicle colors, license plates and vehicle model years;
the vehicle marker identification module is used for annual inspection identification, tissue box identification, pendulum hanging piece identification, sun shield identification and preset specific type marker identification;
the fuzzy recognition module is used for recognizing fuzzy vehicles according to a preset fuzzy recognition algorithm.
3. The vehicle integrated management system according to claim 1, wherein the big data subsystem comprises: a mass data storage module, a mass data retrieval module, and a mass data mining module, wherein,
the mass data storage module is used for storing images, videos and texts;
the mass data retrieval module is used for providing keyword-based retrieval service, content-based retrieval service and quick retrieval service;
the mass data mining module is used for mining based on data time space, data content and user preference.
4. The integrated vehicle management system according to claim 1, wherein the application management subsystem comprises: a system application module and a system management module, wherein,
the system application module is used for fake-licensed vehicle pushing application, mass query and retrieval application, system alarm control application and other preset big data application;
the system management module is used for automatically deploying and upgrading software application, automatically monitoring the system state, automatically giving an alarm when the system state is abnormal, carrying out system safety management and carrying out server cluster management.
5. The integrated vehicle management system according to claim 4, wherein the system application module comprises: the traffic police module is used for false fake license plate to be arrested and is laid accuse, vehicle travel rule statistical analysis, illegal vehicle discernment and hit-and-run vehicle discernment, and wherein, illegal vehicle includes: the vehicle is one or a combination of a vehicle without a safety belt, a vehicle for driving and calling, a vehicle with green lights, a vehicle with yellow grids staying and a vehicle occupying a bus lane.
6. The integrated vehicle management system according to claim 4, wherein the system application module further comprises: the poison forbidding module is used for: and (3) carrying out automatic monitoring and travel rule analysis on personnel and vehicles in the pre-drug taking and drug selling departments, or carrying out travel rule analysis on all vehicles in the jurisdiction, and screening vehicles and personnel with drug taking and drug selling doubts.
7. The integrated vehicle management system according to claim 4, wherein the system application module further comprises: the criminal investigation module is used for suspect vehicle to seek, case cluster, suspect vehicle early warning, suspect vehicle cloth accuse, vehicle big data are studied and judged and the technical and combat law is served, wherein, suspect vehicle seeks and includes: vehicle type searching, color searching, marker searching and vehicle searching by a picture or a combination thereof; the case string is used for carrying out serial-parallel processing on the cases related to the vehicle according to the user-defined serial-parallel rule; the suspicious vehicle early warning comprises the following steps: one or a combination of fake set unlicensed early warning, face shielding early warning, vehicle stealing and robbing early warning and case involved vehicle early warning; suspect vehicle deployment and control includes: one or a combination of vehicle deployment and control, vehicle theft and robbery deployment and escape deployment and control; the big data study and judgment comprises the following steps: performing one or a combination of primary city entering judgment, vehicle acquisition in the same driving, one-vehicle-license judgment, one-license-; the technical and tactical method comprises one or a combination of enclosure assessment and vehicle-to-gear management.
8. The integrated vehicle management system according to claim 4, wherein the system application module further comprises: the security and stability maintaining module is used for major security, anti-terrorism and stability maintaining and situational study and judgment, wherein the major security comprises: the method comprises the following steps of carrying out suspicion degree evaluation on vehicles in an important meeting and on holidays, wherein the suspicion degree evaluation basis comprises the following steps: one or a combination of fake license plates, shielded face parts, first entering city and appearing in a preset specific area; the anti-terrorism and stability maintaining comprises the steps of distributing, controlling and early warning vehicles with preset characteristics in a preset specific area in a district; the situation studying and judging comprises situation analysis and studying and judging of vehicle flowing situations and crowd gathering situations.
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