WO2024026917A1 - Non-motor vehicle filing management method and system, and storage medium - Google Patents

Non-motor vehicle filing management method and system, and storage medium Download PDF

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Publication number
WO2024026917A1
WO2024026917A1 PCT/CN2022/112043 CN2022112043W WO2024026917A1 WO 2024026917 A1 WO2024026917 A1 WO 2024026917A1 CN 2022112043 W CN2022112043 W CN 2022112043W WO 2024026917 A1 WO2024026917 A1 WO 2024026917A1
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motor vehicle
review
registration
information
audit
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PCT/CN2022/112043
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French (fr)
Chinese (zh)
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李子含
罗蔚
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高新兴智联科技有限公司
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    • 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
    • G06Q10/10Office automation; Time management
    • G06Q10/103Workflow collaboration or project management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/505Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the load
    • 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
    • G06Q10/0633Workflow analysis

Definitions

  • the invention relates to a registration management method, system, electronic equipment and storage medium, in particular to a non-motor vehicle registration management method, system, electronic equipment and storage medium, and belongs to the technical fields of smart transportation, smart cities and artificial intelligence.
  • Non-motorized vehicles represented by electric vehicles can easily cause various traffic accidents and have a great destructive effect on traffic order and personal safety. While people abide by traffic order, they also need to pay attention to various non-motorized vehicles represented by electric vehicles. Vehicles are well managed. After electric vehicle license plates are issued, some electric vehicles that still violate traffic regulations will need to take penalty measures such as fines and confiscation to reduce the incidence of traffic accidents and protect people's lives.
  • the purpose of the present invention is to provide a non-motor vehicle registration management method, which solves the shortcomings of the existing technology in view of the existing problems such as the registration process is too cumbersome, cannot realize automation and intelligence, and the server load is too heavy to bear.
  • a non-motor vehicle registration management method specifically including the following steps:
  • the user role specifically includes: individual, dealer or unit;
  • the user enters the non-motor vehicle registration information and uploads the materials required for non-motor vehicle registration;
  • the system sends the audit tasks in the audit task pool to the registration pre-audit model for pre-audit; if the pre-audit fails, the pre-audit opinions and non-motor vehicle registration application are returned to the applicant from the audit task pool; if If the pre-review of the filing application is passed, proceed to the next step;
  • the system pushes audit tasks to the auditors based on the preset rules; the preset rules are the auditors corresponding to the audit subtask pool, or whether the auditor is idle, or the number of historical audits; and the generation time of the non-motor vehicle registration application. order, and the priority of review tasks.
  • the read-write lock status includes: write operation, read operation, delete operation and close operation;
  • Adjust the priority of the read-write lock status of the audit task set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
  • the non-motor vehicle registration review tasks are sorted in the review pool, and review tasks with high priority are prioritized.
  • the dealer can enter the vehicle owner information in the registration system to complete the vehicle registration;
  • the vehicle's license plate information will be added to complete the vehicle registration.
  • the user can associate the use rights of non-motor vehicles under the user's name with another unit, which can realize separate management of vehicle ownership and use rights.
  • the user can associate the vehicle with another unit, such as express delivery, logistics and other livelihood enterprises. If the requested related party passes the association application, the non-motor vehicle association is successful. Otherwise: the association application fails and needs to be associated again. Apply; after being successfully associated with the people's death industry, the vehicle owner can terminate the association with non-motor vehicles on its own, or modify the association with other enterprises.
  • step S3 also includes pre-reviewing the entered user basic information and roles using a filing pre-review model. Then, the basic information and roles of the users who have passed the pre-audit will be subjected to manual secondary review steps.
  • the invention also provides a non-motor vehicle registration management system, which includes:
  • the non-motor vehicle registration pre-review model is used to pre-review the registration application with the help of artificial intelligence; process the original motor vehicle registration materials to obtain the non-motor vehicle registration review training set; use the non-motor vehicle registration review training set to conduct non-motor vehicle registration review
  • the audit convolutional neural network is trained to obtain the trained non-motor vehicle registration and review convolutional neural network; the trained non-motor vehicle registration and review convolutional neural network is used to build a non-motor vehicle registration pre-audit model;
  • the user registration module is used to select user roles and enter basic information of users.
  • the user roles specifically include: individuals, dealers or units;
  • Non-motor vehicle information entry module used to enter non-motor vehicle information
  • the audit task allocation module is used to generate audit tasks based on non-motor vehicle registration applications, push the audit tasks to the audit task pool, and allocate pre-audited non-motor vehicle registration applications to at least one sub-task pool according to preset rules; And according to the generation time and priority of the filing application, they are arranged and waited in the review pool;
  • the review task pool is responsible for receiving non-motor vehicle registration review tasks and has several review sub-task pools;
  • the review module is used to display filing application information and collect manual review results
  • the information storage module is responsible for storing the role information, vehicle information, license plate information and audit results entered by the user;
  • Query module used to retrieve in the information storage module based on predefined fields
  • Communication module responsible for data exchange between modules
  • it also includes a non-motor vehicle use right association module for realizing separate management of the ownership and use rights of non-motor vehicles.
  • the user can associate the vehicle with another unit, such as express delivery, logistics and other livelihood enterprises. If the requested related party passes the association application, the non-motor vehicle association is successful. Otherwise: the association application fails and needs to be associated again. Apply; after being successfully associated with the people's livelihood industry, the vehicle owner can terminate the association with non-motor vehicles or modify the association with other enterprises.
  • the present invention also provides a computer-readable storage medium, which is characterized in that it stores a computer program that can be executed by an electronic device. When the computer program is run on the electronic device, the steps of the above method are performed by the electronic device. .
  • the beneficial technical effects of this invention are: by using artificial intelligence, the duplication of work by auditors is greatly reduced. For some simple errors, the filing pre-audit model directly returns them during the pre-audit, shortening the audit time and improving the efficiency of the audit. Efficiency; and integrate and optimize the existing non-motor vehicle registration registration process and non-motor vehicle registration review process, and can separate vehicle ownership and use rights for vehicles in express delivery, logistics, people's livelihood and other industries and their related vehicles, It reduces the probability of dangerous driving among people working in the death industry, reduces the incidence of traffic accidents, and ensures the safety of people's lives and property. At the same time, while conducting audits, an audit task pool and sub-task pool are also added, which can effectively balance the load of the server, optimize task allocation, reasonably arrange time sorting, and improve the system processing speed and fault tolerance rate.
  • Figure 1 is a work flow chart of this non-motor vehicle registration management method
  • Figure 2 is a flow chart of non-motor vehicle personal registration management
  • Figure 3 is a flow chart of non-motor vehicle dealer registration management
  • Figure 4 is a flow chart of the registration management of the people’s death industry
  • Figure 5 is a flow chart of personal vehicle-related enterprises in the people's death industry.
  • Embodiment 1 the main steps of the non-motor vehicle registration management method:
  • the user registration select a user role, and enter the basic information of the user role.
  • the user role specifically includes: an individual, a dealer, or an organization; further, when entering the basic information of the user role;
  • the user enters the non-motor vehicle registration information and uploads the materials required for non-motor vehicle registration;
  • the system sends the audit tasks in the audit task pool to the registration pre-audit model for pre-audit; if the pre-audit fails, the pre-audit opinions and non-motor vehicle registration application are returned to the applicant from the audit task pool; if If the pre-review of the filing application is passed, proceed to the next step;
  • the system pushes review tasks to reviewers based on the generation time of non-motor vehicle registration applications and the priority of review tasks;
  • the read-write lock status includes: write operation, read operation, delete operation and close operation;
  • Adjust the priority of the read-write lock status of the audit task set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
  • the non-motor vehicle registration review tasks are sorted in the review pool, and review tasks with high priority are prioritized.
  • the dealer can enter the vehicle owner information in the registration system to complete the vehicle registration.
  • the vehicle's license plate information will be added to complete the vehicle registration.
  • the dealer sells the non-motor vehicle with a plate to an individual, and the vehicle ownership is transferred to the name of the purchaser.
  • Embodiment 2 discloses a non-motor vehicle registration management system. This embodiment corresponds to Embodiment 1 and specifically includes:
  • Non-motor vehicle registration pre-review model used to pre-review registration applications with the help of artificial intelligence
  • the user registration module is used to select user roles and enter basic information of users.
  • the user roles specifically include: individuals, dealers or units;
  • Non-motor vehicle information entry module used to enter non-motor vehicle information
  • the audit task allocation module is used to generate audit tasks based on non-motor vehicle registration applications, push the audit tasks to the audit task pool, and allocate pre-audited non-motor vehicle registration applications to at least one sub-task pool according to preset rules; And according to the generation time and priority of the filing application, they are arranged and waited in the review pool;
  • the review task pool is responsible for receiving non-motor vehicle registration review tasks and has several review sub-task pools;
  • the review module is used to display filing application information and collect manual review results
  • the information storage module is responsible for storing the role information, vehicle information, license plate information and audit results entered by the user;
  • Query module used to retrieve in the information storage module based on predefined fields
  • Communication module responsible for data exchange between modules
  • Non-motor vehicle use right association module is used to realize separate management of non-motor vehicle ownership and use rights.
  • an audit task is generated based on the collected non-motor vehicle information, the audit task is pushed to an audit task pool, the audit task is assigned to at least one sub-task pool based on the non-motor vehicle information, and each sub-task pool is associated with at least one non-motor vehicle Information, according to the system load status, push non-motor vehicle information to the system, or arrange and wait in the audit pool according to the time sequence of audit task generation;
  • the read-write lock status includes: write operation, read operation, delete operation and close operation;
  • Adjust the priority of the read-write lock status set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
  • non-motor vehicle information is sorted in the review pool, and non-motor vehicle information with high priority is prioritized for operation;
  • the non-motor vehicle information and audit results also includes encrypting and hashing the non-motor vehicle information and audit results, obtaining the hash value of the non-motor vehicle registration application and audit result information, and storing it in the information storage module or database.
  • Embodiment 3 of Figure 2 the process of personal filing is disclosed in this embodiment.
  • the general process of personal filing is: log in to the filing system - enter personal basic information - enter electric vehicle information, and submit to the filing review system.
  • the filing system will conduct an audit. If the filing system fails to pass the audit, the electric vehicle information will continue to be entered. If the filing system passes the audit, the individual who logged in will go to the vehicle management office to get the license plate, and the vehicle owner will re-enter the vehicle license plate information in the filing system. Vehicle registration completed.
  • the traffic police will review the submitted vehicle information through the filing review terminal. If the review fails, the filing person will be prompted with a failure message. The filing person needs to modify the information again and resubmit it for review after the modification is completed. After passing the traffic police review, residents can go to the vehicle management office to register the vehicle and obtain vehicle-related documents, and the registration process is completed. For registration of electric vehicles that do not meet the new national standards, there is no need to upload the CCC certificate attachment.
  • the process of dealer registration is disclosed in this embodiment.
  • the general process of dealer registration is: the dealer logs in to the registration system, enters the dealer's basic information, and submits it to the registration system for pre-review. , if the filing system fails to pass the review, then re-enter the dealer's basic information. If the filing system passes the review, enter the electric vehicle information and submit it again to the filing system for review. If the filing system fails to pass the review, continue to enter the electric vehicle information. If the system is approved, the vehicle license plate information will continue to be recorded in the registration system and the vehicle registration will be completed. The dealer sells (sales with a license plate). After completing the sale, the dealer enters the car owner's information in the registration system, and the vehicle is transferred to the buyer's name.
  • dealer users After dealer users successfully register an account and log in, they need to register the dealer information first. After the registration is completed, the traffic police will review the dealer information at the registration and review end. Only after passing the review can the dealer apply for vehicle registration.
  • the information that needs to be entered for vehicle registration includes: vehicle code, motor code, body color, vehicle brand, vehicle model, date of manufacture, etc. Attachments that need to be uploaded include: CCC certificate, vehicle coding photos, motor coding photos, and photos of the left and right sides of the vehicle. Dealers are not allowed to sell electric bicycles that do not meet the new national standards. After the registration vehicle review is completed, you can go to the vehicle management office to register the vehicle, and supplement the vehicle registration information in the registration system. After being registered, vehicles are sold through the registration system, which binds the owner to the electric vehicle for sale, and the vehicle will be transferred to the owner's name.
  • this embodiment discloses the unit (people's death industry enterprise) filing process.
  • the unit people's death industry enterprise logs into the filing system, enters the basic information of the people's death industry enterprise, and submits it to the filing system for review; if not If it passes the filing system review, re-enter the unit (basic information of enterprises in the people's death industry). If it passes the pre-review of the filing system, continue to enter the electric vehicle information and continue to submit it to the filing system for review; if the electric vehicle information does not pass the filing system review, continue Enter the electric vehicle information. If the electric vehicle information passes the review of the registration system, then enter the vehicle license plate information in the registration system to complete the vehicle registration.
  • unit users people's livelihood industry enterprises
  • the traffic police will review the company information at the filing and review end.
  • the registered vehicle information can be entered, and the traffic police will review the vehicle information. If the review fails, the company needs to modify the registered information and resubmit it for review. After passing the review, you can go to the vehicle administration office for registration. After the review, the owner of the vehicle is the company.
  • the information that needs to be entered for vehicle registration includes: vehicle code, motor code, body color, vehicle brand, vehicle model, date of manufacture, etc.
  • Attachments that need to be uploaded include: invoice photos, CCC certificates, vehicle coding photos, motor coding photos, and photos of the left and right sides of the vehicle. For registration of electric vehicles that do not meet the new national standards, there is no need to upload the CCC certificate attachment.
  • this embodiment discloses the process of applying for an individual non-motor vehicle to an associated unit (people's death industry enterprise). After application, the application must be reviewed by the enterprise user and the vehicle and owner information must be viewed. If the registered vehicle passes the review of the registration system, the association is successful. If the registered vehicle fails to pass the review of the registration system, the owner can resubmit the association application. After successfully associating with the people's death industry, car owners can terminate the non-motor vehicle association on their own, or modify it to associate with other enterprises.
  • the electronic device can be a handheld device such as a smart phone or a tablet computer, or it can be an electronic device such as a desktop computer or a portable computer.
  • a handheld device such as a smart phone or a tablet computer
  • an electronic device such as a desktop computer or a portable computer.
  • the firmware corresponding to the storage medium is provided by the supplier.
  • the firmware corresponding to different storage media can be the same or different, and is not limited here.
  • the electronic device After the electronic device obtains the firmware corresponding to the storage medium, it can write the firmware corresponding to the storage medium into the storage medium, specifically, burn the firmware corresponding to the storage medium into the storage medium. Or the firmware is written into the storage medium of the electronic device, and the process of resetting the storage medium according to the reset command can be implemented with existing technology, and will not be described in detail in the embodiment of the present invention.
  • the present application may be used in numerous general purpose or special purpose computing system environments or configurations. For example: personal computers, server computers, handheld or portable devices, tablet devices, multiprocessor systems, microprocessor-based systems, set-top boxes, programmable consumer electronics devices, network PCs, minicomputers, mainframe computers, including Distributed computing environment for any of the above systems or devices, etc.
  • the application may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer.
  • program modules include routines, programs, objects, components, data structures, etc. that perform specific tasks or implement specific abstract data types.
  • the present application may also be practiced in distributed computing environments where tasks are performed by remote processing devices connected through a communications network.
  • program modules may be located in both local and remote computer storage media including storage devices.
  • each block in the flowchart or block diagrams may represent a module, segment, or portion of code that contains one or more components for implementing the specified logical function(s). Executable instructions.
  • the functions noted in the block may occur out of the order noted in the figures. For example, two consecutive blocks may actually execute substantially in parallel, and they may sometimes execute in the reverse order, depending on the functionality involved.
  • each block of the block diagram and/or flowchart illustration, and combinations of blocks in the block diagram and/or flowchart illustration can be implemented by special purpose hardware-based systems that perform the specified functions or acts. , or can be implemented using a combination of specialized hardware and computer instructions.

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Abstract

Disclosed in the present invention are a non-motor vehicle filing management method and system, and a storage medium. The method specifically comprises: selecting a user role, inputting basic information of an individual, a dealer or an organization and information of a non-motor vehicle, performing pre-auditing by means of a filing pre-auditing model, and then performing manual auditing only after the pre-auditing is passed. In addition, an auditing task pool is provided, such that the priority requested by an auditing task is assigned according to a preset rule, thereby avoiding data congestion and server downtime. The present invention integrates and optimizes an existing non-motor vehicle registration filing process and an existing non-motor vehicle filing auditing process, which can greatly reduce the workload of manual auditing and improve the auditing efficiency.

Description

一种非机动车备案管理方法、系统和存储介质A non-motor vehicle registration management method, system and storage medium 技术领域Technical field
本发明涉及一种备案管理方法、系统、电子设备和存储介质,尤其涉及一种非机动车备案管理方法、系统、电子设备和存储介质,属于智慧交通、智慧城市、人工智能的技术领域。The invention relates to a registration management method, system, electronic equipment and storage medium, in particular to a non-motor vehicle registration management method, system, electronic equipment and storage medium, and belongs to the technical fields of smart transportation, smart cities and artificial intelligence.
背景技术Background technique
以电动车为代表的非机动车容易引发各种交通事故,对于交通秩序和人身安全有很大的破坏作用,人们在遵守交通秩序的同时,还需要对以电动车为代表的各种非机动车辆进行完善的管理。电动车上牌照之后,对于一些仍然存在违反交通法规的电动车辆,需要采取罚款没收等处罚措施,减少交通事故的发生率,保障人民的生命安全。Non-motorized vehicles represented by electric vehicles can easily cause various traffic accidents and have a great destructive effect on traffic order and personal safety. While people abide by traffic order, they also need to pay attention to various non-motorized vehicles represented by electric vehicles. Vehicles are well managed. After electric vehicle license plates are issued, some electric vehicles that still violate traffic regulations will need to take penalty measures such as fines and confiscation to reduce the incidence of traffic accidents and protect people's lives.
当前大多地方电动车或非机动车上牌流程审核任务繁重,需要审核大量车辆的信息材料,简单错误重复多,审核人员有限,使得交通主管部门的审核效率较低,备案审核往往会耗费较长时间。急需借助人工智能技术进行非机动车的备案申请的辅助审核工作。At present, the review tasks for the registration process of electric vehicles or non-motor vehicles in most places are arduous. A large number of vehicle information materials need to be reviewed. Simple mistakes are often repeated and the number of reviewers is limited. This makes the review efficiency of the transportation authorities low, and the record review often takes a long time. . There is an urgent need to use artificial intelligence technology to assist in the review of non-motor vehicle registration applications.
同时,由于每辆非机动车需要输入信息的数量也较多,容易产生高并发现象,在在进行任务审核时,单个业务并非处于完全独立的状态,一项审核任务失败会导致其他相关业务的流程失败,导致业务进程的等待处理时间较长,整体处理审核业务的效率较低,尤其是遇到高并发、请求量过多的情况,问题会更加严重。At the same time, since each non-motor vehicle needs to input a large amount of information, it is easy to produce high concurrency. When conducting task audits, a single business is not in a completely independent state. Failure of one audit task will lead to the failure of other related businesses. The process fails, resulting in a long waiting time for the business process and low overall efficiency in processing the review business. Especially when encountering high concurrency and too many requests, the problem will be more serious.
发明内容Contents of the invention
本发明的目的在于提供一种非机动车备案管理方法,针对现有技术存在的备案流程过于繁琐、无法实现自动化和智能化、服务器负载过重难以承受等问题,解决现有技术存在的缺憾。The purpose of the present invention is to provide a non-motor vehicle registration management method, which solves the shortcomings of the existing technology in view of the existing problems such as the registration process is too cumbersome, cannot realize automation and intelligence, and the server load is too heavy to bear.
本发明采用如下技术方案实现:The present invention adopts the following technical solutions to achieve:
一种非机动车备案管理方法,具体包括如下步骤:A non-motor vehicle registration management method, specifically including the following steps:
S1、利用卷积神经网络构建非机动车备案预审核模型;对原始机动车备案材料进行处理,得到非机动车备案审核训练集;利用非机动车备案审核训练集对非机动车备案审核卷积神经网络进行训练,得到训练后的非机动车备案审核卷积神经网络;利用训练后的非机动车备案审核卷积神经网络,构建非机动车备案预审核模型;S1. Use convolutional neural network to build a non-motor vehicle registration pre-audit model; process the original motor vehicle registration materials to obtain a non-motor vehicle registration and audit training set; use the non-motor vehicle registration and audit training set to convolve the non-motor vehicle registration and audit training set The neural network is trained to obtain the trained non-motor vehicle registration and review convolutional neural network; the trained non-motor vehicle registration and review convolutional neural network is used to build a non-motor vehicle registration pre-review model;
S2、用数据集对非机动车备案预审核模型进行训练;S2. Use the data set to train the non-motor vehicle registration pre-review model;
S3、用户注册,选择用户角色,录入用户角色的基本信息,所述用户角色具体包括:个人、经销商或单位;S3. User registration, select user role, and enter basic information of the user role. The user role specifically includes: individual, dealer or unit;
S4、用户录入非机动车备案信息,上传非机动车备案所需材料;S4. The user enters the non-motor vehicle registration information and uploads the materials required for non-motor vehicle registration;
S5、根据非机动车备案信息生成非机动车备案审核任务,并将备案审核任务推送到审核任务池;S5. Generate non-motor vehicle registration review tasks based on non-motor vehicle registration information, and push the registration review tasks to the review task pool;
S6、系统将审核任务池中的审核任务发送给所述备案预审核模型进行预审核;如预审核不通过,则从审核任务池将预审核意见和非机动车备案申请退回给申请人;如果备案申请预审核通过,则进行下一步;S6. The system sends the audit tasks in the audit task pool to the registration pre-audit model for pre-audit; if the pre-audit fails, the pre-audit opinions and non-motor vehicle registration application are returned to the applicant from the audit task pool; if If the pre-review of the filing application is passed, proceed to the next step;
S7、审核任务池下设有若干个审核子任务池,并将预审核通过的审核任务根据预设规则分配给审核子任务池;预设规则可以为地域原则、优先级原则、或是否整改过等;每条非机动车备案申请会分配给至少一个审核子任务池;S7. There are several audit sub-task pools under the audit task pool, and the audit tasks that have passed the pre-audit are assigned to the audit sub-task pool according to the preset rules; the preset rules can be regional principles, priority principles, or whether they have been rectified, etc. ;Each non-motor vehicle registration application will be assigned to at least one review sub-task pool;
S8、系统根据预设规则及向审核人员推送审核任务;预设规则为审核子任务池所对应的审核人员、或者审核人员是否空闲、或者历史审核数量;以及非机动车备案申请的生成时间的先后,以及审核任务的优先级。S8. The system pushes audit tasks to the auditors based on the preset rules; the preset rules are the auditors corresponding to the audit subtask pool, or whether the auditor is idle, or the number of historical audits; and the generation time of the non-motor vehicle registration application. order, and the priority of review tasks.
优选的,还包括如下子步骤:Preferably, it also includes the following sub-steps:
确定当前审核任务所在线程对应的读写锁状态,所述读写锁状态包括:写操作、读操作、删除操作和关闭操作;Determine the read-write lock status corresponding to the thread where the current audit task is located. The read-write lock status includes: write operation, read operation, delete operation and close operation;
调整所述审核任务的读写锁状态的优先级,设置写操作的优先级高于读操作的优先级,设置关闭操作的优先级高于读操作的优先级;Adjust the priority of the read-write lock status of the audit task, set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
根据所述读写锁状态的优先级,在审核池对所述非机动车备案审核任务进行排序,对优先级高的审核任务优先进行操作。According to the priority of the read-write lock status, the non-motor vehicle registration review tasks are sorted in the review pool, and review tasks with high priority are prioritized.
S9、如果备案申请审核通过,则用户角色获得上牌资格;如果备案申请审核不通过,则将人工审核意见和非机动车备案申请退回给申请人。S9. If the registration application is approved, the user role will be qualified for licensing; if the registration application is not approved, the manual review comments and non-motor vehicle registration application will be returned to the applicant.
S10中、如果所述用户角色为个人,如果非机动车的车辆信息通过备案系统的审核,则车辆所有人在备案系统中补录车辆号牌信息,完成车辆备案;In S10, if the user role is an individual, and if the non-motor vehicle vehicle information passes the review of the registration system, the vehicle owner will supplement the vehicle license plate information in the registration system and complete the vehicle registration;
如果所述用户角色为经销商,如果非机动车的车辆信息通过备案系统的审核,经销商可在备案系统中补录入车主信息,完成车辆备案;If the user role is a dealer, if the non-motor vehicle vehicle information passes the review of the registration system, the dealer can enter the vehicle owner information in the registration system to complete the vehicle registration;
如果所述用户角色为单位,如果非机动车的车辆信息通过备案系统的审核,则补录车辆的号牌信息,完成车辆备案。If the user role is a unit, and if the non-motor vehicle vehicle information passes the review of the registration system, the vehicle's license plate information will be added to complete the vehicle registration.
优选地,用户可以将用户名下的非机动车的使用权与另一单位进行关联,可以实现车辆所有权与使用权的分开管理。在完成车辆备案后,用户可以将车辆关联至另一单位,如快递、物流等民生企业,如果被请求关联方通过关联申请,则非机动车关联成功,否则:关联申请失败,需要重新进行关联申请;在成功关联民生行业后,车主一方可自行解除非机动车的关联关系,或修改关联其他企业。Preferably, the user can associate the use rights of non-motor vehicles under the user's name with another unit, which can realize separate management of vehicle ownership and use rights. After completing the vehicle registration, the user can associate the vehicle with another unit, such as express delivery, logistics and other livelihood enterprises. If the requested related party passes the association application, the non-motor vehicle association is successful. Otherwise: the association application fails and needs to be associated again. Apply; after being successfully associated with the people's livelihood industry, the vehicle owner can terminate the association with non-motor vehicles on its own, or modify the association with other enterprises.
优选地,在S3步骤中,还包括对录入的用户基本信息和角色用备案预审核模型进行预审核。然后对预审核通过的用户基本信息和角色再进行人工二次审核的步骤。Preferably, step S3 also includes pre-reviewing the entered user basic information and roles using a filing pre-review model. Then, the basic information and roles of the users who have passed the pre-audit will be subjected to manual secondary review steps.
本发明还提供一种非机动车备案管理系统,包括:The invention also provides a non-motor vehicle registration management system, which includes:
非机动车备案预审核模型,用于借助人工智能对备案申请预审核;对原始机动车备案材料进行处理,得到非机动车备案审核训练集;利用非机动车备案 审核训练集对非机动车备案审核卷积神经网络进行训练,得到训练后的非机动车备案审核卷积神经网络;利用训练后的非机动车备案审核卷积神经网络,构建非机动车备案预审核模型;The non-motor vehicle registration pre-review model is used to pre-review the registration application with the help of artificial intelligence; process the original motor vehicle registration materials to obtain the non-motor vehicle registration review training set; use the non-motor vehicle registration review training set to conduct non-motor vehicle registration review The audit convolutional neural network is trained to obtain the trained non-motor vehicle registration and review convolutional neural network; the trained non-motor vehicle registration and review convolutional neural network is used to build a non-motor vehicle registration pre-audit model;
用户注册模块,用于选择用户角色,录入用户的基本信息,所述用户角色具体包括:个人、经销商或单位;The user registration module is used to select user roles and enter basic information of users. The user roles specifically include: individuals, dealers or units;
非机动车信息录入模块,用于录入非机动车信息;Non-motor vehicle information entry module, used to enter non-motor vehicle information;
审核任务分配模块,用于根据非机动车备案申请生成审核任务,并将审核任务推送到审核任务池,根据预设规则将预审核通过后的非机动车备案申请分配给至少一个子任务池;并根据备案申请的生成时间先后和优先级在审核池内排列和等待;The audit task allocation module is used to generate audit tasks based on non-motor vehicle registration applications, push the audit tasks to the audit task pool, and allocate pre-audited non-motor vehicle registration applications to at least one sub-task pool according to preset rules; And according to the generation time and priority of the filing application, they are arranged and waited in the review pool;
审核任务池,负责接收非机动车备案审核任务,并下设有若干个审核子任务池;The review task pool is responsible for receiving non-motor vehicle registration review tasks and has several review sub-task pools;
审核模块,用于展示备案申请信息和收集人工审核结果;The review module is used to display filing application information and collect manual review results;
信息存储模块,负责存储用户录入的角色信息、车辆信息、车牌信息和审核结果;The information storage module is responsible for storing the role information, vehicle information, license plate information and audit results entered by the user;
查询模块,用于根据预定义字段在信息存储模块中检索;Query module, used to retrieve in the information storage module based on predefined fields;
通讯模块,用于负责各模块之间的数据交换;Communication module, responsible for data exchange between modules;
优选地,还包括非机动车使用权关联模块,用于实现非机动车的所有权和使用权分开管理。在完成车辆备案后,用户可以将车辆关联至另一单位,如快递、物流等民生企业,如果被请求关联方通过关联申请,则非机动车关联成功,否则:关联申请失败,需要重新进行关联申请;在成功关联民生行业后,车主可自行解除非机动车的关联关系,或修改关联其他企业。Preferably, it also includes a non-motor vehicle use right association module for realizing separate management of the ownership and use rights of non-motor vehicles. After completing the vehicle registration, the user can associate the vehicle with another unit, such as express delivery, logistics and other livelihood enterprises. If the requested related party passes the association application, the non-motor vehicle association is successful. Otherwise: the association application fails and needs to be associated again. Apply; after being successfully associated with the people's livelihood industry, the vehicle owner can terminate the association with non-motor vehicles or modify the association with other enterprises.
本发明还提供一种计算机可读存储介质,其特征在于,其存储有可由电子设备执行的计算机程序,当所述计算机程序在所述电子设备上运行时,使得所述电子设备上述方法的步骤。The present invention also provides a computer-readable storage medium, which is characterized in that it stores a computer program that can be executed by an electronic device. When the computer program is run on the electronic device, the steps of the above method are performed by the electronic device. .
本发明具备的有益技术效果是:通过借助人工智能,大大降低了审核人员的重复劳动,对于一些简单的错误,由备案预审核模型在预审核时直接予以退回,缩短了审核时间且提高了审核效率;并对现有的非机动车上牌备案流程和非机动车的备案审核流程进行整合优化,并且可对快递、物流、民生等行业车辆及其关联车辆进行车辆所有权和使用权的分离管理,降低了民生行业从业人员危险驾驶概率,减少交通事故的发生率,保障人民生命财产安全。同时,在进行审核的同时还增加了审核任务池和子任务池,可有效平衡服务器的负载,优化任务分配,合理安排时间排序,提升了系统处理速度和容错率。The beneficial technical effects of this invention are: by using artificial intelligence, the duplication of work by auditors is greatly reduced. For some simple errors, the filing pre-audit model directly returns them during the pre-audit, shortening the audit time and improving the efficiency of the audit. Efficiency; and integrate and optimize the existing non-motor vehicle registration registration process and non-motor vehicle registration review process, and can separate vehicle ownership and use rights for vehicles in express delivery, logistics, people's livelihood and other industries and their related vehicles, It reduces the probability of dangerous driving among people working in the livelihood industry, reduces the incidence of traffic accidents, and ensures the safety of people's lives and property. At the same time, while conducting audits, an audit task pool and sub-task pool are also added, which can effectively balance the load of the server, optimize task allocation, reasonably arrange time sorting, and improve the system processing speed and fault tolerance rate.
附图说明Description of drawings
图1是本非机动车备案管理方法工作流程图;Figure 1 is a work flow chart of this non-motor vehicle registration management method;
图2是非机动车个人备案管理的流程图;Figure 2 is a flow chart of non-motor vehicle personal registration management;
图3是非机动车经销商备案管理的流程图;Figure 3 is a flow chart of non-motor vehicle dealer registration management;
图4是民生行业备案管理的流程图;Figure 4 is a flow chart of the registration management of the people’s livelihood industry;
图5是个人车辆关联民生行业企业的流程图。Figure 5 is a flow chart of personal vehicle-related enterprises in the people's livelihood industry.
具体实施方式Detailed ways
通过下面对实施例的描述,将更加有助于公众理解本发明,但不能也不应当将申请人所给出的具体的实施例视为对本发明技术方案的限制,任何对部件或技术特征的定义进行改变和/或对整体结构作形式的而非实质的变换都应视为本发明的技术方案所限定的保护范围。The following description of the embodiments will further help the public understand the present invention, but the specific embodiments given by the applicant cannot and should not be regarded as limiting the technical solution of the present invention. Any modification of components or technical features Any changes to the definition and/or formal rather than substantive changes to the overall structure shall be deemed to be the protection scope limited by the technical solution of the present invention.
由于这些年非机动车的数量在不断攀升,所以很多小型系统在处理审核非机动车信息时会遇到的数据堵塞、交互不畅等问题,导致了审核信息速度迟缓,除了上述技术性的因素外,由于人们对非机动车信息的重视程度不如对机动车信息的重视程度,所以在录入信息时经常会录入错误信息,导致车辆信息存在缺陷,容易导致高并发、请求量过多等情况,导致严重的服务器承载过重问题。 而且非机动车数量多,审核任务繁多;所以在本发明中引入了人工智能审核和审核任务池,旨在通过平衡负载、优化任务分配,合理安排任务优先级,缩短审核任务时间,提升系统智能化和处理速度。As the number of non-motor vehicles has been rising in recent years, many small systems have encountered problems such as data congestion and poor interaction when processing and reviewing non-motor vehicle information, resulting in slow review of information. In addition to the above technical factors, , because people pay less attention to non-motor vehicle information than motor vehicle information, they often enter wrong information when entering information, resulting in defects in vehicle information, which can easily lead to high concurrency, excessive requests, etc., resulting in Serious server overload problem. Moreover, there are many non-motor vehicles and there are many audit tasks; therefore, the invention introduces artificial intelligence audit and audit task pool, aiming to balance the load, optimize task allocation, reasonably arrange task priorities, shorten audit task time, and improve system intelligence. ization and processing speed.
实施例1,非机动车备案管理方法的主要步骤:Embodiment 1, the main steps of the non-motor vehicle registration management method:
S1、利用卷积神经网络构建非机动车备案预审核模型;S1. Use convolutional neural network to build a pre-review model for non-motor vehicle registration;
S2、用数据集对非机动车备案预审核模型进行训练;S2. Use the data set to train the non-motor vehicle registration pre-review model;
S3、用户注册,选择用户角色,录入用户角色的基本信息,所述用户角色具体包括:个人、经销商或单位;进一步的,录入用户角色的基本信息时;S3. User registration, select a user role, and enter the basic information of the user role. The user role specifically includes: an individual, a dealer, or an organization; further, when entering the basic information of the user role;
用备案预审核模型对录入的用户基本信息和角色进行预审核,如预审核未通过,则退回用户修改完善;用户注册预审核通过后,进入下一步;Use the filing pre-review model to pre-review the entered basic user information and roles. If the pre-review fails, it will be returned to the user for modification and improvement; after the user registration pre-review is passed, proceed to the next step;
S4、用户录入非机动车备案信息,上传非机动车备案所需材料;S4. The user enters the non-motor vehicle registration information and uploads the materials required for non-motor vehicle registration;
S5、根据非机动车备案信息生成非机动车备案审核任务,并将备案审核任务推送到审核任务池;S5. Generate non-motor vehicle registration review tasks based on non-motor vehicle registration information, and push the registration review tasks to the review task pool;
S6、系统将审核任务池中的审核任务发送给所述备案预审核模型进行预审核;如预审核不通过,则从审核任务池将预审核意见和非机动车备案申请退回给申请人;如果备案申请预审核通过,则进行下一步;S6. The system sends the audit tasks in the audit task pool to the registration pre-audit model for pre-audit; if the pre-audit fails, the pre-audit opinions and non-motor vehicle registration application are returned to the applicant from the audit task pool; if If the pre-review of the filing application is passed, proceed to the next step;
S7、审核任务池下设有若干个审核子任务池,并将备案申请预审核通过的审核任务根据预设规则分配给审核子任务池;每条非机动车备案申请会分配给至少一个审核子任务池;S7. There are several review sub-task pools under the review task pool, and the review tasks that have passed the pre-review of the registration application are assigned to the review sub-task pool according to the preset rules; each non-motor vehicle registration application will be assigned to at least one review sub-task. pool;
S8、系统根据非机动车备案申请的生成时间的先后,以及审核任务的优先级及向审核人员推送审核任务;S8. The system pushes review tasks to reviewers based on the generation time of non-motor vehicle registration applications and the priority of review tasks;
确定当前审核任务所在线程对应的读写锁状态,所述读写锁状态包括:写操作、读操作、删除操作和关闭操作;Determine the read-write lock status corresponding to the thread where the current audit task is located. The read-write lock status includes: write operation, read operation, delete operation and close operation;
调整所述审核任务的读写锁状态的优先级,设置写操作的优先级高于读操作的优先级,设置关闭操作的优先级高于读操作的优先级;Adjust the priority of the read-write lock status of the audit task, set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
根据所述读写锁状态的优先级,在审核池对所述非机动车备案审核任务进行排序,对优先级高的审核任务优先进行操作。According to the priority of the read-write lock status, the non-motor vehicle registration review tasks are sorted in the review pool, and review tasks with high priority are prioritized.
S9、如果备案申请审核通过,则用户角色获得上牌资格;如果备案申请审核不通过,则将预审核意见和非机动车备案申请退回给申请人。S9. If the registration application is approved, the user role will be qualified for licensing; if the registration application is not approved, the pre-review opinions and non-motor vehicle registration application will be returned to the applicant.
S10、如果所述用户角色为个人,如果非机动车的车辆信息通过备案系统的审核,则车辆所有人在备案系统中补录车辆号牌信息,完成车辆备案。S10. If the user role is an individual, and if the non-motor vehicle vehicle information passes the review of the registration system, the vehicle owner will supplement the vehicle license plate information in the registration system and complete the vehicle registration.
如果所述用户角色为经销商,如果非机动车的车辆信息通过备案系统的审核,经销商可在备案系统中补录入车主信息,完成车辆备案。If the user role is a dealer, and if the non-motor vehicle vehicle information passes the review of the registration system, the dealer can enter the vehicle owner information in the registration system to complete the vehicle registration.
如果所述用户角色为单位,如果非机动车的车辆信息通过备案系统的审核,则补录车辆的号牌信息,完成车辆备案。If the user role is a unit, and if the non-motor vehicle vehicle information passes the review of the registration system, the vehicle's license plate information will be added to complete the vehicle registration.
进一步的,经销商将非机动车带牌销售给个人,车辆所有权转至购买人名下。Further, the dealer sells the non-motor vehicle with a plate to an individual, and the vehicle ownership is transferred to the name of the purchaser.
实施例2,实施例披露了一种非机动车备案管理系统,本实施例与实施例1之间相互对应,具体包括:Embodiment 2. This embodiment discloses a non-motor vehicle registration management system. This embodiment corresponds to Embodiment 1 and specifically includes:
非机动车备案预审核模型,用于借助人工智能对备案申请预审核;Non-motor vehicle registration pre-review model, used to pre-review registration applications with the help of artificial intelligence;
用户注册模块,用于选择用户角色,录入用户的基本信息,所述用户角色具体包括:个人、经销商或单位;The user registration module is used to select user roles and enter basic information of users. The user roles specifically include: individuals, dealers or units;
非机动车信息录入模块,用于录入非机动车信息;Non-motor vehicle information entry module, used to enter non-motor vehicle information;
审核任务分配模块,用于根据非机动车备案申请生成审核任务,并将审核任务推送到审核任务池,根据预设规则将预审核通过后的非机动车备案申请分配给至少一个子任务池;并根据备案申请的生成时间先后和优先级在审核池内排列和等待;The audit task allocation module is used to generate audit tasks based on non-motor vehicle registration applications, push the audit tasks to the audit task pool, and allocate pre-audited non-motor vehicle registration applications to at least one sub-task pool according to preset rules; And according to the generation time and priority of the filing application, they are arranged and waited in the review pool;
审核任务池,负责接收非机动车备案审核任务,并下设有若干个审核子任务池;The review task pool is responsible for receiving non-motor vehicle registration review tasks and has several review sub-task pools;
审核模块,用于展示备案申请信息和收集人工审核结果;The review module is used to display filing application information and collect manual review results;
信息存储模块,负责存储用户录入的角色信息、车辆信息、车牌信息和审核结果;The information storage module is responsible for storing the role information, vehicle information, license plate information and audit results entered by the user;
查询模块,用于根据预定义字段在信息存储模块中检索;Query module, used to retrieve in the information storage module based on predefined fields;
通讯模块,用于负责各模块之间的数据交换;Communication module, responsible for data exchange between modules;
非机动车使用权关联模块,用于实现非机动车的所有权和使用权分开管理。Non-motor vehicle use right association module is used to realize separate management of non-motor vehicle ownership and use rights.
进一步的,根据采集的非机动车信息生成审核任务,并将审核任务推送到审核任务池,根据非机动车信息将审核任务分配给至少一个子任务池,每个子任务池关联至少一条非机动车信息,根据系统负载状况,向系统推送非机动车信息,或根据审核任务生成的时间先后顺序在审核池内排列和等待;Further, an audit task is generated based on the collected non-motor vehicle information, the audit task is pushed to an audit task pool, the audit task is assigned to at least one sub-task pool based on the non-motor vehicle information, and each sub-task pool is associated with at least one non-motor vehicle Information, according to the system load status, push non-motor vehicle information to the system, or arrange and wait in the audit pool according to the time sequence of audit task generation;
确定当前操作所在线程对应的读写锁状态,读写锁状态包括:写操作、读操作、删除操作和关闭操作;Determine the read-write lock status corresponding to the thread where the current operation is located. The read-write lock status includes: write operation, read operation, delete operation and close operation;
调整读写锁状态的优先级,设置写操作的优先级高于读操作的优先级,设置关闭操作的优先级高于读操作的优先级;Adjust the priority of the read-write lock status, set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
根据优先级,在审核池对非机动车信息进行排序,对优先级高的非机动车信息优先进行操作;According to the priority, non-motor vehicle information is sorted in the review pool, and non-motor vehicle information with high priority is prioritized for operation;
进一步的,还包括对非机动车信息和审核结果进行加密和哈希计算,得到非机动车备案申请及审核结果信息的哈希值,并存储在信息存储模块或数据库中。Further, it also includes encrypting and hashing the non-motor vehicle information and audit results, obtaining the hash value of the non-motor vehicle registration application and audit result information, and storing it in the information storage module or database.
值得注意的是,虽然在本实施例中只披露了用户注册模块、非机动车信息录入模块和审核任务池等模块,但并不意味着本发明的非机动车备案管理系统仅仅局限于上述模块:本系统是开放式的而非封闭式的,不能因为本实施例仅仅披露了个别基本功能模块,就认为本专利权利要求的保护范围局限于所公开的基本功能模块。It is worth noting that although only the user registration module, the non-motor vehicle information entry module and the audit task pool are disclosed in this embodiment, it does not mean that the non-motor vehicle registration management system of the present invention is limited to the above-mentioned modules. : This system is open rather than closed. Just because this embodiment only discloses individual basic functional modules, it cannot be considered that the protection scope of the patent claims is limited to the disclosed basic functional modules.
本发明的其他可能实施例:Other possible embodiments of the invention:
如图2所示的实施例3,在本实施例中披露了个人备案的流程,个人备案的大体流程是:登录备案系统-录入本人基本信息-录入电动车辆信息,并提交 备案审核系统,由备案系统进行审核,如果备案系统审核不通过,则继续录入电动车辆信息,如果备案系统审核通过,则由进行登录的个人前往车管所上牌,车辆所有人在备案系统补录车辆号牌信息,车辆备案完成。As shown in Embodiment 3 of Figure 2, the process of personal filing is disclosed in this embodiment. The general process of personal filing is: log in to the filing system - enter personal basic information - enter electric vehicle information, and submit to the filing review system. The filing system will conduct an audit. If the filing system fails to pass the audit, the electric vehicle information will continue to be entered. If the filing system passes the audit, the individual who logged in will go to the vehicle management office to get the license plate, and the vehicle owner will re-enter the vehicle license plate information in the filing system. Vehicle registration completed.
优选的,个人用户在成功注册账号并登陆后,首先登记居民个人信息,之后再登记需备案的电动车信息。需录入的信息有:车辆编码、电机编码、车身颜色、车辆品牌、车辆型号、出厂日期等。需上传的附件有:发票照片、CCC证书、车辆编码照片、电机编码照片以及车辆左右两侧照片,等等。信息录入完成后,交警通过备案审核端,对已提交的车辆信息进行审核,审核如果不通过,会提示备案人失败信息,备案人需要重新修改信息,修改完成后重新提交审核。交警审核通过后,居民可前往车管所进行车辆上牌并取得车辆相关证件,备案流程完成。不符合新国标的电动车登记,不需要上传CCC合格证书附件。Preferably, after an individual user successfully registers an account and logs in, he or she first registers the resident's personal information, and then registers the electric vehicle information that needs to be filed. The information that needs to be entered includes: vehicle code, motor code, body color, vehicle brand, vehicle model, date of manufacture, etc. Attachments that need to be uploaded include: invoice photos, CCC certificates, vehicle coding photos, motor coding photos, and photos of the left and right sides of the vehicle, etc. After the information is entered, the traffic police will review the submitted vehicle information through the filing review terminal. If the review fails, the filing person will be prompted with a failure message. The filing person needs to modify the information again and resubmit it for review after the modification is completed. After passing the traffic police review, residents can go to the vehicle management office to register the vehicle and obtain vehicle-related documents, and the registration process is completed. For registration of electric vehicles that do not meet the new national standards, there is no need to upload the CCC certificate attachment.
如图3所示的实施例4,在本实施例中披露了经销商备案的流程,经销商进行备案的大体流程是:经销商登录备案系统,录入经销商基本信息,提交备案系统进行预审核,如果备案系统审核不通过,那么重新录入经销商基本信息,如果备案系统审核通过,则录入电动车辆信息,再次提交备案系统审核,如果备案系统审核未通过,则继续录入电动车辆信息,如果备案系统审核通过,则继续在备案系统中补录车辆号牌信息,完成车辆备案。经销商进行售卖(带牌销售),完成销售之后经销商在备案系统中录入车主信息,车辆转至购买人名下。As shown in Embodiment 4 of Figure 3, the process of dealer registration is disclosed in this embodiment. The general process of dealer registration is: the dealer logs in to the registration system, enters the dealer's basic information, and submits it to the registration system for pre-review. , if the filing system fails to pass the review, then re-enter the dealer's basic information. If the filing system passes the review, enter the electric vehicle information and submit it again to the filing system for review. If the filing system fails to pass the review, continue to enter the electric vehicle information. If the system is approved, the vehicle license plate information will continue to be recorded in the registration system and the vehicle registration will be completed. The dealer sells (sales with a license plate). After completing the sale, the dealer enters the car owner's information in the registration system, and the vehicle is transferred to the buyer's name.
进一步的,经销商用户在成功注册账号并登陆后,需先登记经销商信息,登记完成后,交警会在备案审核端对经销商信息进行审核。审核通过后,经销商才可以申请备案车辆。车辆备案需录入的信息有:车辆编码、电机编码、车身颜色、车辆品牌、车辆型号、出厂日期,等等。需上传的附件有:CCC证书、车辆编码照片、电机编码照片以及车辆左右两侧照片。经销商不可以售卖不符合新国标的电动自行车。备案车辆审核完成后,可前往车管所进行上牌, 并在备案系统中补充车辆上牌信息。上牌后的车辆售卖通过备案系统,为售卖电动车辆绑定车主,车辆会将转至车主名下。Furthermore, after dealer users successfully register an account and log in, they need to register the dealer information first. After the registration is completed, the traffic police will review the dealer information at the registration and review end. Only after passing the review can the dealer apply for vehicle registration. The information that needs to be entered for vehicle registration includes: vehicle code, motor code, body color, vehicle brand, vehicle model, date of manufacture, etc. Attachments that need to be uploaded include: CCC certificate, vehicle coding photos, motor coding photos, and photos of the left and right sides of the vehicle. Dealers are not allowed to sell electric bicycles that do not meet the new national standards. After the registration vehicle review is completed, you can go to the vehicle management office to register the vehicle, and supplement the vehicle registration information in the registration system. After being registered, vehicles are sold through the registration system, which binds the owner to the electric vehicle for sale, and the vehicle will be transferred to the owner's name.
如图4所示的实施例5,在本实施例中披露了单位(民生行业企业)备案流程,单位(民生行业企业)登录备案系统,录入民生行业企业基本信息,提交备案系统审核;如果未通过备案系统审核,则重新录入单位(民生行业企业基本信息),如果通过备案系统预审核,则继续录入电动车辆信息,继续提交备案系统进行审核;如果电动车辆信息未通过备案系统审核,则继续录入电动车辆信息,如果电动车辆信息通过备案系统审核,则在备案系统中补录车辆号牌信息,完成车辆备案。As shown in Embodiment 5 of Figure 4, this embodiment discloses the unit (people's livelihood industry enterprise) filing process. The unit (people's livelihood industry enterprise) logs into the filing system, enters the basic information of the people's livelihood industry enterprise, and submits it to the filing system for review; if not If it passes the filing system review, re-enter the unit (basic information of enterprises in the people's livelihood industry). If it passes the pre-review of the filing system, continue to enter the electric vehicle information and continue to submit it to the filing system for review; if the electric vehicle information does not pass the filing system review, continue Enter the electric vehicle information. If the electric vehicle information passes the review of the registration system, then enter the vehicle license plate information in the registration system to complete the vehicle registration.
进一步的,单位用户(民生行业企业)用户在成功注册账号并登陆后,需先登记企业信息,登记完成后,交警会在备案审核端对企业信息进行审核。审核通过后可以录入备案车辆信息,交警再对车辆信息进行审核,审核不通过需要企业修改备案信息重新提交审核,审核通过后可以前往车管所进行上牌,上牌后的车辆所有人为企业。车辆备案需录入的信息有:车辆编码、电机编码、车身颜色、车辆品牌、车辆型号、出厂日期,等等。需上传的附件有:发票照片、CCC证书、车辆编码照片、电机编码照片以及车辆左右两侧照片。不符合新国标的电动车登记,不需要上传CCC合格证书附件。Furthermore, after unit users (people's livelihood industry enterprises) successfully register an account and log in, they need to register the company information first. After the registration is completed, the traffic police will review the company information at the filing and review end. After passing the review, the registered vehicle information can be entered, and the traffic police will review the vehicle information. If the review fails, the company needs to modify the registered information and resubmit it for review. After passing the review, you can go to the vehicle administration office for registration. After the review, the owner of the vehicle is the company. The information that needs to be entered for vehicle registration includes: vehicle code, motor code, body color, vehicle brand, vehicle model, date of manufacture, etc. Attachments that need to be uploaded include: invoice photos, CCC certificates, vehicle coding photos, motor coding photos, and photos of the left and right sides of the vehicle. For registration of electric vehicles that do not meet the new national standards, there is no need to upload the CCC certificate attachment.
如图5所示的实施例6,本实施例披露了个人非机动车辆申请关联单位(民生行业企业)的流程,申请后需经过企业用户审核,查看车辆以及车主信息。如果备案车辆通过备案系统审核,则关联成功,如果备案车辆未通过备案系统审核,车主可以重新提交关联申请。在成功关联民生行业后,车主可自行解除非机动车的关联关系,或修改为关联其他企业。As shown in Embodiment 6 of Figure 5, this embodiment discloses the process of applying for an individual non-motor vehicle to an associated unit (people's livelihood industry enterprise). After application, the application must be reviewed by the enterprise user and the vehicle and owner information must be viewed. If the registered vehicle passes the review of the registration system, the association is successful. If the registered vehicle fails to pass the review of the registration system, the owner can resubmit the association application. After successfully associating with the people's livelihood industry, car owners can terminate the non-motor vehicle association on their own, or modify it to associate with other enterprises.
上述实施例之间可以相互组合形成更多的实施例,只要技术方案在本质上不发生冲突即可。在技术本质不发生冲突的前提下,本领域技术人员在上述实施例的基础之上,还可以结合现有技术形成更多的实施例。The above embodiments can be combined with each other to form more embodiments, as long as the technical solutions do not conflict in nature. On the premise that the technical essence does not conflict, those skilled in the art can also form more embodiments based on the above-mentioned embodiments by combining existing technologies.
在本发明实施例中该电子设备可以是智能手机、平板电脑等手持设备,也可以是桌面计算机、便携式计算机等电子设备,本发明实施例中并未特别限定,只要能够通过运行记录有本发明实施例中的非机动车备案管理方法即可。In the embodiment of the present invention, the electronic device can be a handheld device such as a smart phone or a tablet computer, or it can be an electronic device such as a desktop computer or a portable computer. This is not particularly limited in the embodiment of the present invention, as long as the invention can be recorded by running The non-motor vehicle registration management method in the embodiment is sufficient.
存储介质对应的固件由供应商提供,不同存储介质对应的固件可以相同可以不同,在此不做限定。电子设备获取到存储介质对应的固件后,可以将该存储介质对应的固件写入存储介质中,具体地是往该存储介质中烧入该存储介质对应固件。或通过电子设备的存储介质写入固件,根据重置命令对存储介质进行重置的过程可以现有技术实现,在本发明实施例中不做赘述。The firmware corresponding to the storage medium is provided by the supplier. The firmware corresponding to different storage media can be the same or different, and is not limited here. After the electronic device obtains the firmware corresponding to the storage medium, it can write the firmware corresponding to the storage medium into the storage medium, specifically, burn the firmware corresponding to the storage medium into the storage medium. Or the firmware is written into the storage medium of the electronic device, and the process of resetting the storage medium according to the reset command can be implemented with existing technology, and will not be described in detail in the embodiment of the present invention.
本申请可用于众多通用或专用的计算系统环境或配置中。例如:个人计算机、服务器计算机、手持设备或便携式设备、平板型设备、多处理器系统、基于微处理器的系统、置顶盒、可编程的消费电子设备、网络PC、小型计算机、大型计算机、包括以上任何系统或设备的分布式计算环境等等。本申请可以在由计算机执行的计算机可执行指令的一般上下文中描述,例如程序模块。一般地,程序模块包括执行特定任务或实现特定抽象数据类型的例程、程序、对象、组件、数据结构等等。也可以在分布式计算环境中实践本申请,在这些分布式计算环境中,由通过通信网络而被连接的远程处理设备来执行任务。在分布式计算环境中,程序模块可以位于包括存储设备在内的本地和远程计算机存储介质中。The present application may be used in numerous general purpose or special purpose computing system environments or configurations. For example: personal computers, server computers, handheld or portable devices, tablet devices, multiprocessor systems, microprocessor-based systems, set-top boxes, programmable consumer electronics devices, network PCs, minicomputers, mainframe computers, including Distributed computing environment for any of the above systems or devices, etc. The application may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform specific tasks or implement specific abstract data types. The present application may also be practiced in distributed computing environments where tasks are performed by remote processing devices connected through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including storage devices.
在本发明所提供的几个实施例中,应该理解到,附图中的流程图和框图显示了根据本发明的多个实施例的装置、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上,流程图或框图中的每个方框可以代表一个模块、程序段或代码的一部分,所述模块、程序段或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意,在有些作为替换的实现方式中,方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如,两个连续的方框实际上可以基本并行地执行,它们有时也可以按相反的顺序执行,由所涉及的功能而定。也要注意的是,框图和/或流程图中的每个方 框、以及框图和/或流程图中的方框的组合,可以用执行规定的功能或动作的专用的基于硬件的系统来实现,或者可以用专用硬件与计算机指令的组合来实现。In the several embodiments provided by the present invention, it should be understood that the flowcharts and block diagrams in the accompanying drawings illustrate possible implementation architectures and functions of devices, methods and computer program products according to multiple embodiments of the present invention. and operations. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code that contains one or more components for implementing the specified logical function(s). Executable instructions. It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two consecutive blocks may actually execute substantially in parallel, and they may sometimes execute in the reverse order, depending on the functionality involved. It will also be noted that each block of the block diagram and/or flowchart illustration, and combinations of blocks in the block diagram and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts. , or can be implemented using a combination of specialized hardware and computer instructions.
当然,本发明还可以有其他多种实施例,在不背离本发明精神及其实质的情况下,熟悉本领域的技术人员可以根据本发明做出各种相应的改变和变形,但这些相应的改变和变形都应属于本发明所附的权利要求的保护范围。Of course, the present invention can also have various other embodiments. Without departing from the spirit and essence of the present invention, those skilled in the art can make various corresponding changes and deformations according to the present invention. However, these corresponding Changes and deformations should fall within the protection scope of the appended claims of the present invention.

Claims (10)

  1. 一种非机动车备案管理方法,其特征在于,所述备案管理方法具体包括:A non-motor vehicle registration management method, characterized in that the registration management method specifically includes:
    S1、利用卷积神经网络构建非机动车备案预审核模型;S1. Use convolutional neural network to build a pre-review model for non-motor vehicle registration;
    S2、用数据集对非机动车备案预审核模型进行训练;S2. Use the data set to train the non-motor vehicle registration pre-review model;
    S3、用户注册,选择用户角色,录入用户角色的基本信息,所述用户角色具体包括:个人、经销商或单位;S3. User registration, select user role, and enter basic information of the user role. The user role specifically includes: individual, dealer or unit;
    S4、用户录入非机动车备案信息,上传非机动车备案所需材料;S4. The user enters the non-motor vehicle registration information and uploads the materials required for non-motor vehicle registration;
    S5、根据非机动车备案信息生成非机动车备案审核任务,并将备案审核任务推送到审核任务池;S5. Generate non-motor vehicle registration review tasks based on non-motor vehicle registration information, and push the registration review tasks to the review task pool;
    S6、系统将审核任务池中的审核任务发送给所述备案预审核模型进行预审核;如预审核不通过,则从审核任务池将预审核意见和非机动车备案申请退回给申请人;如果备案申请预审核通过,则进行下一步;S6. The system sends the audit tasks in the audit task pool to the registration pre-audit model for pre-audit; if the pre-audit fails, the pre-audit opinions and non-motor vehicle registration application are returned to the applicant from the audit task pool; if If the pre-review of the filing application is passed, proceed to the next step;
    S7、审核任务池下设有若干个审核子任务池,并将预审核通过的审核任务根据预设规则分配给审核子任务池;每条非机动车备案申请会分配给至少一个审核子任务池;S7. There are several review sub-task pools under the review task pool, and the review tasks that have passed the pre-review are assigned to the review sub-task pool according to preset rules; each non-motor vehicle registration application will be assigned to at least one review sub-task pool;
    S8、系统根据预设规则及向审核子任务池对应的审核人员推送审核任务;S8. The system pushes audit tasks to the auditors corresponding to the audit sub-task pool according to the preset rules;
    S9、如果备案申请审核通过,则用户角色获得上牌资格;如果备案申请审核不通过,则将审核意见和非机动车备案申请退回给申请人。S9. If the registration application is approved, the user role will be qualified for licensing; if the registration application is not approved, the review opinions and non-motor vehicle registration application will be returned to the applicant.
  2. 根据权利要求1所述的非机动车备案管理方法,其特征在于所述S8步骤中包括:The non-motor vehicle registration management method according to claim 1, characterized in that step S8 includes:
    确定当前审核任务所在线程对应的读写锁状态,所述读写锁状态包括:写操作、读操作、删除操作和关闭操作;Determine the read-write lock status corresponding to the thread where the current audit task is located. The read-write lock status includes: write operation, read operation, delete operation and close operation;
    调整所述审核任务的读写锁状态的优先级,设置写操作的优先级高于读操作的优先级,设置关闭操作的优先级高于读操作的优先级;Adjust the priority of the read-write lock status of the audit task, set the priority of the write operation to be higher than the priority of the read operation, and set the priority of the close operation to be higher than the priority of the read operation;
    根据所述读写锁状态的优先级,在审核池对所述非机动车备案审核任务进行排序,对优先级高的审核任务优先进行操作。According to the priority of the read-write lock status, the non-motor vehicle registration review tasks are sorted in the review pool, and review tasks with high priority are prioritized.
  3. 根据权利要求1所述的非机动车备案管理方法,其特征在于,S8步骤中所述的预设规则包括非机动车备案申请的生成时间的先后,以及审核任务的优先级。The non-motor vehicle registration management method according to claim 1, characterized in that the preset rules described in step S8 include the generation time of non-motor vehicle registration applications and the priority of review tasks.
  4. 根据权利要求1所述的非机动车备案管理方法,其特征在于,还包括步骤S10:The non-motor vehicle registration management method according to claim 1, further comprising step S10:
    如果所述用户角色为个人,如果非机动车的车辆信息通过备案系统的审核,则车辆所有人在备案系统中补录车辆号牌信息,完成车辆备案;If the user role is an individual, and if the non-motor vehicle vehicle information passes the review of the registration system, the vehicle owner will fill in the vehicle license plate information in the registration system and complete the vehicle registration;
    如果所述用户角色为经销商,如果非机动车的车辆信息通过备案系统的审核,经销商可在备案系统中补录入车主信息,完成车辆备案;If the user role is a dealer, if the non-motor vehicle vehicle information passes the review of the registration system, the dealer can enter the vehicle owner information in the registration system to complete the vehicle registration;
    如果所述用户角色为单位,如果非机动车的车辆信息通过备案系统的审核,则补录车辆的号牌信息,完成车辆备案。If the user role is a unit, and if the non-motor vehicle vehicle information passes the review of the registration system, the vehicle's license plate information will be added to complete the vehicle registration.
  5. 根据权利要求1所述的非机动车备案管理方法,其特征在于用户可以将用户名下的非机动车的使用权与另一单位进行关联,申请关联方通过备案管理系统向被关联方发起关联请求;如果被管理方通过关联申请,则非机动车关联成功,否则关联申请失败。The non-motor vehicle registration management method according to claim 1, characterized in that the user can associate the use right of the non-motor vehicle under the user's name with another unit, and the application related party initiates an association with the related party through the record management system request; if the managed party passes the association application, the non-motor vehicle association is successful, otherwise the association application fails.
  6. 根据权利要求1所述的非机动车备案管理方法,其特征在于在S3步骤中,还包括对录入的用户基本信息和角色用备案预审核模型进行预审核。The non-motor vehicle registration management method according to claim 1, characterized in that in step S3, it also includes pre-reviewing the entered user basic information and roles using a registration pre-review model.
  7. 根据权利要求6所述的非机动车备案管理方法,其特征在于还包括对预审核通过的用户基本信息和角色进行人工二次审核的步骤。The non-motor vehicle registration management method according to claim 6, further comprising the step of manually conducting a second review on the basic information and roles of users who have passed the pre-review.
  8. 一种非机动车备案管理系统,其特征在于,备案管理系统包括:A non-motor vehicle registration management system, characterized in that the registration management system includes:
    非机动车备案预审核模型,用于借助人工智能对备案申请预审核;Non-motor vehicle registration pre-review model, used to pre-review registration applications with the help of artificial intelligence;
    用户注册模块,用于选择用户角色,录入用户的基本信息,所述用户角色具体包括:个人、经销商或单位;The user registration module is used to select user roles and enter basic information of users. The user roles specifically include: individuals, dealers or units;
    非机动车信息录入模块,用于录入非机动车信息;Non-motor vehicle information entry module, used to enter non-motor vehicle information;
    审核任务分配模块,用于根据非机动车备案申请生成审核任务,并将审核任务推送到审核任务池,根据预设规则将预审核通过后的非机动车备案申请分配给至少一个子任务池;并根据备案申请的生成时间先后和优先级在审核池内排列和等待;The audit task allocation module is used to generate audit tasks based on non-motor vehicle registration applications, push the audit tasks to the audit task pool, and allocate pre-audited non-motor vehicle registration applications to at least one sub-task pool according to preset rules; And according to the generation time and priority of the filing application, they are arranged and waited in the review pool;
    审核任务池,负责接收非机动车备案审核任务,并下设有若干个审核子任务池;The review task pool is responsible for receiving non-motor vehicle registration review tasks and has several review sub-task pools;
    审核模块,用于展示备案申请信息和收集人工审核结果;The review module is used to display filing application information and collect manual review results;
    信息存储模块,负责存储用户录入的角色信息、车辆信息、车牌信息和审核结果;The information storage module is responsible for storing the role information, vehicle information, license plate information and audit results entered by the user;
    查询模块,用于根据预定义字段在信息存储模块中检索;Query module, used to retrieve in the information storage module based on predefined fields;
    通讯模块,用于负责各模块之间的数据交换。The communication module is responsible for data exchange between modules.
  9. 如权利要求8所述的一种非机动车备案管理系统,其特征在于,还包括非机动车使用权关联模块,用于实现非机动车的所有权和使用权分开管理。A non-motor vehicle registration management system as claimed in claim 8, further comprising a non-motor vehicle use right association module for realizing separate management of the ownership and use rights of non-motor vehicles.
  10. 一种计算机可读存储介质,其特征在于,其存储有可由电子设备执行的计算机程序,当所述计算机程序在所述电子设备上运行时,使得所述电子设备执行权利要求1至7中任一项所述方法的步骤。A computer-readable storage medium, characterized in that it stores a computer program that can be executed by an electronic device. When the computer program is run on the electronic device, it causes the electronic device to execute any of claims 1 to 7. One step of the method.
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