CN111652785A - High-speed integrated information management system based on big data technology - Google Patents
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Abstract
The invention relates to the field of intelligent transportation and discloses a high-speed comprehensive information management system based on big data analysis. The comprehensive information management system is composed of a charging server, a commanding and scheduling server, a membership server, an OA system server, a data exchange interface, a big data storage and calculation server, a main control server, a monitoring host, a monitoring large screen, a client host and a mobile terminal, and is characterized in that the comprehensive information management system is based on data and the data exchange interface of each service system, collects and stores the data to a big data server cluster, and provides big data analysis and assistant decision aiming at high-speed operation enterprises through a distributed calculation method. The invention has the characteristics of real-time acquisition of state data, convenience for a high-speed enterprise manager to master the operation condition of the highway section, and capability of quickly and accurately providing situation study and judgment and decision assistance.
Description
Technical Field
The invention belongs to the technical field of transportation construction, and particularly relates to a high-speed comprehensive information management system based on a big data technology.
Background
With the gradual improvement of the national highway network, the highway construction process is also changed from the construction period to the construction and management period. The management capability of the highway is enhanced, the service level of the highway is improved, and the income increasing and creating effects become outstanding problems to be solved urgently at the present stage. Along with the complete cancellation of provincial toll stations and provincial main lines of highways in the whole province by the department of transportation in the present year, the non-stop weighing detection at the entrance of the highways is implemented, the electronic non-stop toll collection system is popularized and applied, the existing high-speed toll collection mode is changed, companies face transition and upgrade of operation directions, and new challenges are provided for the operation management of the highways.
The information management of company business by adopting an advanced information management system is a very effective management means. The Jingshi company accumulates quite abundant software and informatization construction experience while constructing the highway for many years, and applies the experience to the operation management of the company, thereby solving the actual business problem and improving the efficiency. However, in the current complex and changeable form and a large amount of data accumulated by each system, how to crack information islands, comprehensively apply data, deeply mine the relationship among data to obtain data value, and achieve decision making, data management and data service using data becomes a new research direction. The idea of big data application technology to solve the current practical problems is also brought forward.
Disclosure of Invention
The invention provides a comprehensive information management system based on big data technology to solve the technical problems.
The technical scheme adopted by the invention is as follows: the high-speed integrated information management system based on big data analysis comprises: the system is used for connecting a charging server, a commanding and scheduling server, a membership server, an OA server, a data exchange interface, a big data storage and calculation server, a main control server, a monitoring host, a monitoring large screen, a client host and a mobile terminal; the data exchange interface appoints a data communication protocol and a data exchange format, and performs data exchange by regularly acquiring data and calling the data in real time; the data exchange interface and the system comprise a charging server, a commanding and scheduling server, a membership server and an OA server for data interaction; data acquisition does not participate in service processing of each platform, so that the service of the access platform is uninterrupted; the data stored by the big data storage computing server comprises: the system comprises toll transaction information, ETC portal transaction information, vehicle detector information, vehicle video monitoring information, license plate information, weather station information, cross-dispatching station information, information board information, passing road member information, passing times information, passing mileage information and vehicle type information.
Further, the big data storage computing server is connected with a data exchange interface; the data exchange interface stores data to the big data storage computing server through methods of data extraction, cleaning, loading and the like after the charging server, the commanding and scheduling server, the membership server and the OA server are connected.
Further, the main control server is connected with a big data storage and calculation server, and the big data storage and calculation server sends the analysis result to the main control server periodically or in real time; the monitoring host, the monitoring large screen, the client host and the mobile terminal are connected with the main control server, and a user displays a mobile terminal large data analysis result for enterprise management personnel through the mobile terminal, the client host and the monitoring large screen; the analysis result indexes include: the traffic flow change index, the charge amount change index, the free traffic vehicle index, the free traffic cost index, the charge task completion index, the effective levying index, the charge error index, the toll collector examination basic index, the duty person examination basic index, the road section congestion index, the traffic flow OD index, the monitoring event index, the road section speed index, the road occupancy index, the rescue index and the congestion plan starting index.
Furthermore, the main control server is connected with the client host, and a user can monitor the big data storage computing server through the client host, so that the display of the cluster state, the CPU occupation rate, the memory occupation rate, the node working state and the storage use condition is provided for enterprise management personnel.
Furthermore, the master control server is connected with the monitoring host, the monitoring host is connected with the large monitoring screen, and the master control server projects data to the large monitoring screen through DVI control, so that large data large screen display is provided for high-speed enterprise managers.
Furthermore, the main control server is connected with the mobile terminal, the mobile terminal sends a request to the main control server through the RESTAPI interface specification, the main control server responds to the request of the mobile terminal after receiving the request, and a big data analysis result is displayed on the mobile terminal, so that the mobile office requirement of high-speed enterprise managers can be met.
Furthermore, the monitoring host is connected with the large monitoring screen, the monitoring host outputs video signals to the large monitoring screen through the frequency division exchanger, meanwhile, the monitoring host provides a DVI input card, supports 16-channel DVI signal input, supports EDID online editing, and supports a maximum resolution of 1920 x 1200@60 Hz.
The invention has the beneficial effects that:
1. the data exchange platform is used for collecting the appointed service system data to a big data management middle platform through a transmission and monitoring mechanism, and then the big data distributed storage calculation service is used for changing the statistical index requirements with high complexity, long time consumption and high error probability into simple, quick and accurate statistical results to be output through a chart.
2. And data management is carried out according to various service types, so that the requirements of credible and available data results are met. And a mature algorithm tool is utilized to realize data mining and realize the potential data value.
3. The development direction of high-speed operation enterprises and the application requirements of the Internet in the future are fully considered, and the flexible expansion of hardware resources is realized. And finally, the data result is applied to leadership decision assistance, the service level and the capability are improved, and data service is provided for vast drivers and conductors and the public.
4. By using the convenience of the mobile internet, the mobile office can be completed through the mobile terminal, and other business system data can be displayed and managed through the mobile terminal. The manager does not need to be limited by an office network, the software utilization rate is improved, and the user experience and the service viscosity are increased.
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The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention.
FIG. 1 is a schematic diagram of a system construction framework of the present invention;
FIG. 2 is a schematic diagram of the overall architecture of the present invention;
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all embodiments, and all other embodiments obtained by a person of ordinary skill in the art without creative efforts based on the embodiments of the present invention belong to the protection scope of the present invention.
Referring to the schematic diagram of the system architecture shown in fig. 1, the high-speed integrated information management system based on big data analysis includes: the system is used for connecting a charging server, a commanding and scheduling server, a membership server, an OA server, a data exchange interface, a big data storage and calculation server, a main control server, a monitoring host, a monitoring large screen, a client host and a mobile terminal; the data exchange interface appoints a data communication protocol and a data exchange format, and performs data exchange by regularly acquiring data and calling the data in real time; the data exchange interface and the system comprise a charging server, a commanding and scheduling server, a membership server and an OA server for data interaction; data acquisition does not participate in service processing of each platform, so that the service of the access platform is uninterrupted; the data stored by the big data storage computing server comprises: the system comprises toll transaction information, ETC portal transaction information, vehicle detector information, vehicle video monitoring information, license plate information, weather station information, cross-dispatching station information, information board information, passing road member information, passing times information, passing mileage information and vehicle type information. The big data storage computing server is connected with the data exchange interface; the data exchange interface stores data to the big data storage computing server through methods of data extraction, cleaning, loading and the like after the charging server, the commanding and scheduling server, the membership server and the OA server are connected. The main control server is connected with the big data storage and calculation server, and the big data storage and calculation server sends the analysis result to the main control server periodically or in real time; the monitoring host, the monitoring large screen, the client host and the mobile terminal are connected with the main control server, and a user displays a mobile terminal large data analysis result for enterprise management personnel through the mobile terminal, the client host and the monitoring large screen; the analysis result indexes include: the traffic flow change index, the charge amount change index, the free traffic vehicle index, the free traffic cost index, the charge task completion index, the effective levying index, the charge error index, the toll collector examination basic index, the duty person examination basic index, the road section congestion index, the traffic flow OD index, the monitoring event index, the road section speed index, the road occupancy index, the rescue index and the congestion plan starting index. The main control server is connected with the client host, and a user can monitor the big data storage and calculation server through the client host, so that the display of the cluster state, the CPU occupation rate, the memory occupation rate, the node working state and the storage use condition is provided for enterprise management personnel. The main control server is connected with the monitoring host, the monitoring host is connected with the large monitoring screen, and the main control server projects data to the large monitoring screen through DVI control, so that large data large screen display is provided for high-speed enterprise managers. The main control server is connected with the mobile terminal, the mobile terminal sends a request to the main control server through the REST API interface specification, the main control server responds to the request of the mobile terminal after receiving the request, and a big data analysis result is displayed on the mobile terminal, so that the mobile office requirement of high-speed enterprise managers can be met. The monitoring host is connected with the large monitoring screen, the monitoring host outputs video signals to the large monitoring screen through the frequency division exchanger, meanwhile, the monitoring host provides a DVI input card, supports 16-channel DVI signal input, supports EDID online editing, and supports the maximum resolution of 1920 x 1200@60 Hz.
The data exchange interface, as shown in fig. 2, deploys a file transfer service, a data collection service and a message middleware for receiving the above server data. The data acquisition server is periodically written into the distributed file system according to the change of the data file, the data is transmitted through the HTTP protocol RestAPI by the system convention data interface through the bidirectional network gate. The data exchange interface integrates data monitoring service, and when the service system sends a data transmission instruction, the integrated service starts to start a transmission mechanism. The data is structurally stored in a distributed resource storage through decomposition of real-time and timing data and a data cleaning service and a file receiving interface which are deployed on a big data storage computing server, and the data is processed and stored in a storage library and a theme library in a streaming mode and a batch mode respectively. The structure of the subject library data is typically described as a star structure or a snowflake structure. A star schema contains two basic parts, a fact table and various support dimension tables. The fact table describes the most dense data in the data mart, and the dimension table is built around the fact table. The dimension table contains non-intensive data that is linked to the fact table by foreign keys. The theme library is integrated by adopting a table of related categories aiming at a theme to form a series of indexes, and comprises the following steps: vehicle traffic conditions, vehicle charging conditions, station crossing congestion conditions, and the like. A repository is a database service for structured data storage. The main control server is used for receiving data in the storage library and the theme library and displaying the data through the deployed comprehensive management system. And displaying the result for the client host and the mobile terminal to call. The monitoring host can project the data to the large monitoring screen for displaying by the large screen.
The above embodiments are preferred embodiments of the present invention, and those skilled in the art can make variations and modifications to the above embodiments, therefore, the present invention is not limited to the above embodiments, and any obvious improvements, substitutions or modifications made by those skilled in the art based on the present invention are within the protection scope of the present invention.
Claims (7)
1. The high-speed integrated information management system based on big data analysis is characterized by comprising: the system is used for connecting a charging server, a commanding and scheduling server, a membership server, an OA server, a data exchange interface, a big data storage and calculation server, a main control server, a monitoring host, a monitoring large screen, a client host and a mobile terminal;
the data exchange interface appoints a data communication protocol and a data exchange format, and performs data exchange by regularly acquiring data and calling the data in real time;
the data exchange interface and the system comprise a charging server, a commanding and scheduling server, a membership server and an OA server for data interaction; data acquisition does not participate in service processing of each platform, so that the service of the access platform is uninterrupted;
the data stored by the big data storage computing server comprises: the system comprises toll transaction information, ETC portal transaction information, vehicle detector information, vehicle video monitoring information, license plate information, weather station information, cross-dispatching station information, information board information, passing road member information, passing times information, passing mileage information and vehicle type information.
2. The big data analysis-based high-speed integrated information management system according to claim 1, wherein: the big data storage computing server is connected with the data exchange interface; the data exchange interface stores data to the big data storage computing server through methods of data extraction, cleaning, loading and the like after the charging server, the commanding and scheduling server, the membership server and the OA server are connected.
3. The big data analysis-based high-speed integrated information management system according to claim 1, wherein: the main control server is connected with the big data storage and calculation server, and the big data storage and calculation server sends the analysis result to the main control server periodically or in real time; the monitoring host, the monitoring large screen, the client host and the mobile terminal are connected with the main control server, and a user displays a mobile terminal large data analysis result for enterprise management personnel through the mobile terminal, the client host and the monitoring large screen; the analysis result indexes include: the traffic flow change index, the charge amount change index, the free traffic vehicle index, the free traffic cost index, the charge task completion index, the effective levying index, the charge error index, the toll collector examination basic index, the duty person examination basic index, the road section congestion index, the traffic flow OD index, the monitoring event index, the road section speed index, the road occupancy index, the rescue index and the congestion plan starting index.
4. The big data analysis-based high-speed integrated information management system according to claim 1, wherein: the main control server is connected with the client host, and a user can monitor the big data storage and calculation server through the client host, so that the display of the cluster state, the CPU occupation rate, the memory occupation rate, the node working state and the storage use condition is provided for enterprise management personnel.
5. The big data analysis-based high-speed integrated information management system according to claim 1, wherein: the main control server is connected with the monitoring host, the monitoring host is connected with the large monitoring screen, and the main control server projects data to the large monitoring screen through DVI control, so that large data large screen display is provided for high-speed enterprise managers.
6. The big data analysis-based high-speed integrated information management system according to claim 1, wherein: the main control server is connected with the mobile terminal, the mobile terminal sends a request to the main control server through the RESTAPI interface specification, the main control server responds to the request of the mobile terminal after receiving the request, and a big data analysis result is displayed on the mobile terminal, so that the mobile office requirement of high-speed enterprise managers can be met.
7. The big data analysis-based high-speed integrated information management system according to claim 1, wherein: the monitoring host is connected with the large monitoring screen, the monitoring host outputs video signals to the large monitoring screen through the frequency division exchanger, meanwhile, the monitoring host provides a DVI input card, supports 16-channel DVI signal input, supports EDID online editing, and supports the maximum resolution of 1920 x 1200@60 Hz.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN113409179A (en) * | 2021-01-26 | 2021-09-17 | 陕西交通电子工程科技有限公司 | ETC portal operation state monitoring system for expressway |
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