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CN113096403A - Intelligent high-speed big data service platform based on Internet + - Google Patents

Intelligent high-speed big data service platform based on Internet + Download PDF

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Publication number
CN113096403A
CN113096403A CN202110420425.8A CN202110420425A CN113096403A CN 113096403 A CN113096403 A CN 113096403A CN 202110420425 A CN202110420425 A CN 202110420425A CN 113096403 A CN113096403 A CN 113096403A
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data
module
information
road
layer
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杨建喜
周应新
李�昊
曾维成
苗晟源
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Yunnan Wuyi Highway Co ltd
Chongqing Jiaotong University
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Yunnan Wuyi Highway Co ltd
Chongqing Jiaotong University
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Priority to CN202110420425.8A priority Critical patent/CN113096403A/en
Publication of CN113096403A publication Critical patent/CN113096403A/en
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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125Traffic data processing
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/181Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources

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  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Traffic Control Systems (AREA)

Abstract

The invention discloses an intelligent high-speed big data service platform based on the Internet +, which comprises a monitoring system, a data transmission system and a background management system, wherein the monitoring system is used for monitoring the data transmission system; the monitoring system comprises a 4G probe, a service area WIFI, an event all-in-one machine, a camera and an air image monitor; the data transmission system comprises a data acquisition layer, a data management layer, a supporting layer, an application layer and an access layer; the background management system comprises a high-speed management system, an information release platform, a big data display end, a highway-APP-mobile end and a high-speed merchant end. The invention can realize convenient traffic trip, improve the management and service quality of the highway, save energy and reduce emission, and drive the economic development of road areas.

Description

Intelligent high-speed big data service platform based on Internet +
Technical Field
The invention relates to the technical field of road traffic, in particular to an intelligent high-speed big data service platform based on the Internet +.
Background
At present, more cameras, event-driven all-in-one machines, microwave speed measuring equipment, ETC detectors and other equipment are erected on expressways and used for monitoring road conditions and vehicle running conditions. However, the above-mentioned prior art devices have difficulty in finding a person participating in a traffic behavior in highway traffic, which is the most important of the persons participating in the traffic behavior, except for vehicles. If the situation of the people participating in the traffic can be successfully detected, the traffic information system has very important significance for traffic process control, the most important safety guarantee of traffic behaviors, smoothness promotion, emergency response and the like.
The big data service platform is a technology integrating internet +, big data and the like, analyzes, processes and shares data and the like, and can accelerate information transmission and communication. How to build an intelligent highway system, for facilitating transportation, improving highway management and service quality, saving energy and reducing emission, and driving the development of road economy, becomes a technical problem which is urgently needed to be solved.
Disclosure of Invention
Aiming at the defects in the prior art, the invention aims to provide an intelligent high-speed big data service platform based on the Internet +, which can realize convenient traffic trip, improve the highway management and service quality, save energy and reduce emission, and drive the economic development of a road area.
In order to solve the technical problem, the technical scheme adopted by the invention is as follows: the utility model provides a high-speed big data service platform of wisdom based on internet +, its characterized in that: the system comprises a monitoring system, a data transmission system and a background management system; the monitoring system comprises a 4G probe, a service area WIFI, a microwave detector, an event all-in-one machine, a camera and an meteorological monitor; the data transmission system comprises a data acquisition layer, a data management layer, a supporting layer, an application layer and an access layer; the background management system comprises a high-speed management system, an information release platform, a big data display end, a highway-APP-mobile end and a high-speed merchant end;
the monitoring system monitors information of people, vehicles, road conditions and weather on the highway in real time through a 4G probe, a service area WIFI, an event all-in-one machine, a microwave detector, a camera and a weather monitor, and transmits monitoring data to a data acquisition layer of the data transmission system;
the data acquisition layer: the system is used for realizing efficient data acquisition required by the system and reliable data exchange among related systems;
the data management layer: providing integrated data resource service for related application systems, and ensuring data security through various mechanisms; by planning information resources of the expressway network, after static, dynamic, industrial and subject data of basic information, road network traffic information, road network emergency information, traffic accident information, geographic information, equipment state information, meteorological information, traffic volume information and video information of the expressway network are collected, various databases are reasonably built, and corresponding data security strategies are built at the same time;
the supporting layer: support is provided for road network monitoring, emergency disposal, travel service and daily business functions; the support resource layer provides integrated public service for information and business processing and supports the realization of related business cooperation function;
the application layer: providing public functions and method support for service implementation, data comprehensive query, data flexible display and auxiliary decision analysis application functions; the application system comprises an emergency dispatching system, a trip service system, an operation and maintenance management system, an auxiliary decision analysis system and a road area economy development system;
the access layer: providing a uniform system access window for WEB side access, client side access, mobile phone terminal access and WeChat account access;
the high-speed management system: the system is used for viewing various information for managing the highway, managing facilities and analyzing data.
The information issuing platform: for providing the user with data for querying road information, weather data, personnel distribution.
The big data display end: the data processing system is used for checking related data by road management personnel, leaders and statistical personnel; so as to make comprehensive analysis and understanding of the road in the past, present and future in real time.
The high-speed-APP-mobile terminal: for providing high speed road conditions for driver and road patrol personnel use: including surrounding tourist scenes and delicacies, can drive surrounding economic development; reporting the accident or road information condition through the app by the driver, and obtaining timely rescue;
the high-speed merchant end: the system is used for the merchants to report and upload photos and obtain quick approval of high-speed management personnel, and higher economic benefits are generated through interconnection.
Further, the 4G probe supports 2G, 3G, and 4G full bands.
Further, backstage management system still includes the high-speed monitoring module of wisdom, the high-speed monitoring module of wisdom is including showing real-time traffic flow monitoring module, showing pedestrian flow distribution monitoring module, people's car correlation linkage monitoring module, video monitoring module and accident alarm prompt module on the highway.
Further, the backstage management system also comprises an intelligence release and travel reference module, wherein the intelligence release and travel reference module comprises a module for displaying all intelligence states in real time, an intelligence board equipment management module, a road travel reference and arrival time calculation module, an intelligence information release leader approval module and an intelligence release module.
Further, the background management system further comprises a road area economy module, and the road area economy module comprises a merchant registration module, a merchant/commodity distribution module, a merchant/store people flow statistics module, a customer service consumption portrait module and a merchant arrangement suggestion module.
Compared with the prior art, the invention has the following advantages:
1. on the highway, through comprehensive analysis of data such as a 4G probe, event monitoring, a camera and the like, specific personnel on a certain vehicle can be judged, and fuzzy association is carried out on the vehicle and the personnel on the vehicle at the entrance and the exit by combining relevant data of the vehicle at the entrance and the exit and monitoring personnel information of the 4G probe at the entrance and the exit at the same time; through the multiple probes, whether the personnel are on the same vehicle or not can be determined, and the specific vehicle taken by the specific personnel can be judged according to the event detector and the video camera; meanwhile, road conditions, weather conditions, emergencies and the like can be acquired, so that the highway traffic management is facilitated; the system can realize convenient traffic travel, improve the highway management and service quality, save energy and reduce emission.
2. The system is beneficial to the economic development of the road area, provides commodity sales information of the service area, releases tourist scenes and characteristic catering information in the road area, analyzes the attention condition of users and the like; thereby driving the economic development of the road area.
Drawings
Fig. 1 is a block diagram of the architecture of the present invention.
Detailed Description
The invention will be further explained with reference to the drawings and the embodiments.
Example (b): referring to fig. 1, an internet + -based intelligent high-speed big data service platform includes a monitoring system, a data transmission system and a background management system. The monitoring system comprises a 4G probe, a service area WIFI, a microwave detector, an event all-in-one machine, a camera and an meteorological monitor; the data transmission system comprises a data acquisition layer, a data management layer, a supporting layer, an application layer and an access layer; the background management system comprises a high-speed management system, an information release platform, a big data display end, a highway-APP-mobile end and a high-speed merchant end.
The monitoring system monitors people, vehicles, road conditions and weather information on the highway in real time through the 4G probe, the service area WIFI, the event all-in-one machine, the microwave detector, the camera and the meteorological monitor, and transmits monitoring data to a data acquisition layer of the data transmission system. The 4G probe supports 2G, 3G and 4G full frequency bands, so that mobile phone signal monitoring can be better carried out. In the working process, the following steps can be carried out through a 4G probe: and (4) human-vehicle association analysis, wherein human-vehicle association comprises two layers. One is to use the relative position of IMSI to provide which people are on the same vehicle and which vehicle is bus according to the analysis of "same partner", and classify the vehicle type according to the number of people. The real-time accurate tracking of two-passenger one-danger vehicles: by interfacing with a traffic bureau. By utilizing human-vehicle correlation analysis, the number of people on the vehicle is known, data fusion is carried out by comprehensively utilizing data such as GPS positioning information (from a traffic bureau), a 4G probe, video and the like on the vehicle, and the running track and real-time condition of two passengers and one dangerous vehicle are tracked more accurately. The method comprises the following steps of automatically analyzing and monitoring abnormal events such as 'emergency stop' and overspeed of a vehicle: in combination with human-vehicle correlation, through analyzing that a specific person passes through a certain 4G probe but does not pass through the next 4G probe within a period of time, the occurrence of an emergency stop event of the vehicle among 2 probes is preliminarily judged, and meanwhile, other events of each vehicle can be analyzed, for example, the time for passing through 2 adjacent probes is too short, the overspeed in the area can be judged, and the like. And push these "events" to the road patrol personnel in time. Monitoring the population distribution in the service area: the number of people in the service area is determined by the 4G probe, and the distribution of people can be preliminarily judged by the positioning function of the WiFi nodes in the service area (only people who open the network card can be detected, and people who do not open the network card can consider random distribution). The method is characterized in that specific personnel on a certain vehicle can be judged through comprehensive analysis of data such as a 4G probe, event monitoring and a camera on the highway, and fuzzy association is carried out on the vehicle and the personnel on the vehicle at the entrance and the exit by combining relevant data of the vehicle at the entrance and the exit and monitoring personnel information of the 4G probe at the entrance and the exit at the same time. Through a plurality of probes again, can confirm whether personnel are on same car, according to event detector, video camera, judge the concrete vehicle that concrete personnel took.
The data acquisition layer: the method is used for realizing efficient data acquisition required by the system and reliable data exchange among related systems.
The data management layer: providing integrated data resource service for related application systems, and ensuring data security through various mechanisms; by planning the information resources of the expressway network, various databases are reasonably built after static, dynamic, industry and theme data of basic information, road network traffic information, road network emergency information, traffic accident information, geographic information, equipment state information, meteorological information, traffic volume information and video information of the expressway network are collected, and meanwhile, corresponding data security strategies are built.
The supporting layer: support is provided for road network monitoring, emergency disposal, travel service and daily business functions; the support resource layer provides integrated public service for information and business processing and supports the realization of related business cooperation functions.
The application layer: providing public functions and method support for service implementation, data comprehensive query, data flexible display and auxiliary decision analysis application functions; the application system comprises an emergency dispatching system, a trip service system, an operation and maintenance management system, an auxiliary decision analysis system and a road area economy development system.
The access layer: and a uniform system access window is provided for WEB side access, client side access, mobile phone terminal access and WeChat account access.
The high-speed management system: the system is used for viewing various information for managing the highway, managing facilities and analyzing data.
The information issuing platform: for providing the user with data for querying road information, weather data, personnel distribution.
The big data display end: the data processing system is used for checking related data by road management personnel, leaders and statistical personnel; so as to make comprehensive analysis and understanding of the road in the past, present and future in real time.
The high-speed-APP-mobile terminal: for providing high speed road conditions for driver and road patrol personnel use: including surrounding tourist scenes and delicacies, can drive surrounding economic development; and reporting the accident or road information condition through the app by the driver, and obtaining timely rescue.
The high-speed merchant end: the system is used for the merchants to report and upload photos and obtain quick approval of high-speed management personnel, and higher economic benefits are generated through interconnection.
The backstage management system further comprises a smart high-speed monitoring module, and the smart high-speed monitoring module comprises a display real-time traffic flow monitoring module, a display highway pedestrian flow distribution monitoring module, a pedestrian and vehicle association linkage monitoring module, a video monitoring module and an accident alarm prompting module.
The backstage management system further comprises an intelligence release and travel reference module, and the intelligence release and travel reference module comprises a module for displaying all intelligence states in real time, an intelligence board equipment management module, a road travel reference and arrival time calculation module, an intelligence information release leader approval module and an intelligence release module.
The background management system further comprises a road area economy module, and the road area economy module comprises a merchant registration module, a merchant/commodity distribution module, a merchant/shop people flow counting module, a customer service consumption portrait module and a merchant arrangement suggestion module.
The invention is based on the technology that a big data service platform is fused with internet +, big data and the like, fully integrates and excavates the existing information resources of expressway such as monitoring, traffic management and the like, adds special expressway personnel monitoring equipment, further knows the condition of expressway network personnel, monitors the personnel and vehicle passing information in road areas such as expressway roads, service areas, parking areas and the like, detects the information use demand of expressway pedestrian flow, provides expressway operation management intellectualization, guides the pedestrian flow consumption of road network areas, realizes the positive interaction of public service and economic development and provides a solid information decision basis for expanding the economical decision and development of road areas and guiding the pedestrian flow consumption of road network areas. The method provides a model for expectable future intelligent expressways, and provides a choice for facilitating traffic trips, improving the management and service quality of expressways, saving energy and reducing emission and driving the development of regional economy.
Finally, it should be noted that the above embodiments are only used for illustrating the technical solutions of the present invention and not for limiting the technical solutions, and those skilled in the art should understand that modifications or equivalent substitutions can be made on the technical solutions of the present invention without departing from the spirit and scope of the technical solutions, and all that should be covered by the claims of the present invention.

Claims (5)

1.一种基于互联网+的智慧高速大数据服务平台,其特征在于:包括监控系统、数据传输系统以及后台管理系统;所述监控系统包括4G探针、服务区WIFI、微波检测仪、事件一体机、摄像头和气象监测仪;所述数据传输系统包括数据采集层、数据管理层、支撑层、应用层以及接入层;所述后台管理系统包括高速管理系统、信息发布平台、大数据展示端、高速路-APP-移动端以及高速商家端;1. A smart high-speed big data service platform based on Internet+, characterized in that: comprising a monitoring system, a data transmission system and a background management system; the monitoring system comprises a 4G probe, a service area WIFI, a microwave detector, and an event integration The data transmission system includes a data acquisition layer, a data management layer, a support layer, an application layer and an access layer; the background management system includes a high-speed management system, an information release platform, and a big data display terminal , Expressway-APP-mobile terminal and expressway merchant terminal; 所述监控系统通过4G探针、服务区WIFI、事件一体机、微波检测仪、摄像头和气象监测仪实时监测高速路上的人、车、路况及天气信息,并将监测数据传递至数据传输系统的数据采集层;The monitoring system monitors people, vehicles, road conditions and weather information on the expressway in real time through 4G probes, service area WIFI, event integrated machine, microwave detectors, cameras and weather monitors, and transmits the monitoring data to the data transmission system. data collection layer; 所述数据采集层:用于实现系统所需数据高效采集、相关系统间数据可靠交换;The data collection layer: used to achieve efficient collection of data required by the system and reliable data exchange between related systems; 所述数据管理层:为相关应用系统提供集成的数据资源服务,并通过各种机制来保证数据安全;通过对高速路网信息资源规划,汇集高速路网基础信息、路网交通信息、路网应急信息、交通事故信息、地理信息、设备状态信息、气象信息、交通量信息、视频信息的静态、动态、行业、主题数据后,合理建设各类数据库,同时建设相应的数据安全策略;The data management layer: provides integrated data resource services for related application systems, and ensures data security through various mechanisms; After the static, dynamic, industry, and theme data of emergency information, traffic accident information, geographic information, equipment status information, meteorological information, traffic volume information, and video information, various databases should be reasonably constructed, and corresponding data security strategies should be constructed at the same time; 所述支撑层:为路网监控、应急处置、出行服务以及日常业务功能提供支撑;支撑资源层为信息和业务处理提供集成的公共服务,支撑相关业务协同功能的实现;The support layer: provides support for road network monitoring, emergency response, travel services and daily business functions; the support resource layer provides integrated public services for information and business processing, and supports the realization of related business collaboration functions; 所述应用层:为业务实现、数据综合查询、数据灵活展现、辅助决策分析应用功能提供公共功能和方法支撑;应用系统包含应急调度系统、出行服务系统、运维管理系统、辅助决策分析系统、路域经济开发系统;The application layer: provides public functions and method support for business implementation, comprehensive data query, flexible data display, and auxiliary decision analysis application functions; the application system includes an emergency dispatch system, a travel service system, an operation and maintenance management system, an auxiliary decision analysis system, Road area economic development system; 所述接入层:为WEB端访问、客户端访问、手机终端访问、微信账号访问提供统一的系统访问窗口;The access layer: provides a unified system access window for WEB terminal access, client access, mobile terminal access, and WeChat account access; 所述高速管理系统:用于查看管理高速路的各种信息、管理设施、分析数据;The expressway management system: used to view and manage various information of expressways, manage facilities, and analyze data; 所述信息发布平台:用于向用户提供查询道路信息、天气数据、人员分布的数据;The information release platform: used to provide users with data for querying road information, weather data, and personnel distribution; 所述大数据展示端:用于道路管理人员,领导人员以及统计人员查看相关数据;以实时对道路的以往、现在、将来作出全面的分析和了解;The big data display terminal: used for road managers, leaders and statisticians to view relevant data; to make a comprehensive analysis and understanding of the past, present and future of the road in real time; 所述高速-APP-移动端:用于向司机和路巡人员使用提供高速的道路情况:包括周边旅游景、美食,可带动周边经济发展;以及司机通过app上报事故或者道路信息的情况,并获得及时的救援;The expressway-APP-mobile terminal: used to provide drivers and road patrol personnel with high-speed road conditions: including surrounding tourist attractions and food, which can drive the surrounding economic development; and drivers reporting accidents or road information through the APP, and obtain prompt assistance; 高速商家端:用于商家进行上报、上传照片、并得到到高速管理人员的快速审批,通过互联互通产生更高的经济利润。High-speed merchant terminal: It is used for merchants to report, upload photos, and get quick approval from the high-speed management personnel, and generate higher economic profits through interconnection. 2.根据权利要求1所述的基于互联网+的智慧高速大数据服务平台,其特征在于:所述4G探针支持2G、3G以及4G全频段。2. The intelligent high-speed big data service platform based on Internet+ according to claim 1, wherein the 4G probe supports 2G, 3G and 4G full frequency bands. 3.根据权利要求1所述的基于互联网+的智慧高速大数据服务平台,其特征在于:所述后台管理系统还包括智慧高速监控模块,所述智慧高速监控模块包括显示实时车流量监测模块、显示高速路上人流量分布监测模块、人车关联联动监测模块、视频监控模块以及事故报警提示模块。3. The smart high-speed big data service platform based on Internet+ according to claim 1, wherein the background management system further comprises a smart high-speed monitoring module, and the smart high-speed monitoring module comprises a display real-time traffic flow monitoring module, Displays the monitoring module for the distribution of people flow on the expressway, the monitoring module for the linkage between people and vehicles, the video monitoring module and the accident alarm prompt module. 4.根据权利要求1所述的基于互联网+的智慧高速大数据服务平台,其特征在于:所述后台管理系统还包括情报发布与出行参考模块,所述情报发布与出行参考模块包括实时显示所有情报状态模块、情报板设备管理模块、道路出行参考与到达时间计算模块、情报信息发布领导批示模块以及情报发布模块。4. The intelligent high-speed big data service platform based on Internet+ according to claim 1, characterized in that: the background management system further comprises an information release and travel reference module, and the information release and travel reference module includes a real-time display of all Intelligence status module, information board equipment management module, road travel reference and arrival time calculation module, intelligence information release leadership instruction module and information release module. 5.根据权利要求1所述的基于互联网+的智慧高速大数据服务平台,其特征在于:所述后台管理系统还包括路域经济模块,所述路域经济模块包括商家注册模块、商家/商品分布模块、商家/商铺人流量统计模块、客服消费画像模块以及商家布置建议模块。5. The intelligent high-speed big data service platform based on Internet+ according to claim 1, characterized in that: the background management system further comprises a road area economic module, and the road area economic module comprises a merchant registration module, a merchant/commodity Distribution module, business/shop traffic statistics module, customer service consumption portrait module and business layout suggestion module.
CN202110420425.8A 2021-04-19 2021-04-19 Intelligent high-speed big data service platform based on Internet + Pending CN113096403A (en)

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CN113965901A (en) * 2021-10-22 2022-01-21 山东高速股份有限公司 Expressway tunnel personnel monitoring method based on wireless probe
CN114117138A (en) * 2021-11-26 2022-03-01 江苏长天智远信息科技有限公司 Intelligent road network monitoring management system and monitoring method thereof

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