CN105022778A - Intelligent traffic management big data analysis system - Google Patents
Intelligent traffic management big data analysis system Download PDFInfo
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- CN105022778A CN105022778A CN201510218041.2A CN201510218041A CN105022778A CN 105022778 A CN105022778 A CN 105022778A CN 201510218041 A CN201510218041 A CN 201510218041A CN 105022778 A CN105022778 A CN 105022778A
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Abstract
The invention discloses an intelligent traffic management big data analysis system, belonging to a traffic analysis system. The system comprises an intelligent traffic distributed scheduling system and a workflow engine. The intelligent traffic distributed scheduling system and the workflow engine are respectively connected with an intelligent traffic data collection system, an intelligent traffic data storage system, an intelligent traffic data analysis system and an intelligent traffic data service system through intelligent traffic distributed data buses. Synergistic linkage control of cross-region cross-mode wide range of traveling regulation and control and network induction is realized by use of a big data analysis technology, a coordinated operation system of traffic systems, such as intercity highways, railways, civil aviation and so on, is formed, and the overall performance of the traffic operation management is intensified, so that the traffic perception intelligence level is improved; and a complete traffic monitoring system is established, thereby assisting traffic decision and improving the traffic operation efficiency.
Description
Technical field
The present invention relates to a kind of traffic analysis system, in particular, the present invention relates generally to the large data analysis system of a kind of intelligent traffic administration system.
Background technology
Along with the continuous input of Transportation Infrastructure Construction and the lasting raising of living standards of the people, means of transportation scale and vehicles quantity rise just with surprising rapidity, the occurrence frequency of traffic congestion, traffic hazard also increases thereupon, brings huge challenge to traffic administration.Department of Transportation represents that traffic policy is from now on all no longer clap head to determine about leader, but speaks according to out and out data, utilizes large data analysis technique to instruct the epoch of transport development coming; Carrying out data analysis for traffic and mostly not forming an overall system in the market, the data area analyzed is less, the degree of depth of data analysis is more shallow, is only the level of common statistical mostly, is thus necessary to carry out studying and improving for the large data analysis system of existing traffic.
Summary of the invention
An object of the present invention is for above-mentioned deficiency, there is provided a kind of intelligent traffic administration system large data analysis system, to expect to solve the management that analytic system of the prior art can only carry out basis, can not carry out carrying out data analysis to it real-time and efficiently to mass data, the low inferior technical matters of the efficiency of management.
For solving above-mentioned technical matters, the present invention by the following technical solutions:
The large data analysis system of a kind of intelligent traffic administration system provided by the present invention, described system comprises intelligent transportation Dispatching System and workflow engine, described intelligent transportation Dispatching System and workflow engine access intelligent transportation data acquisition system, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system respectively by intelligent transportation distributed data bus, wherein: described intelligent transportation Dispatching System and workflow engine are for supporting robotization O&M and the distributed computing framework of large scale system; Described intelligent transportation data acquisition system is for gathering traffic data and by intelligent transportation distributed data bus transfer to intelligent transportation data-storage system; Described intelligent transportation data-storage system is for storing traffic data and being supplied to Data Analysis System for Intelligent Transportation by intelligent transportation distributed data bus; Described Data Analysis System for Intelligent Transportation is used for carrying out Treatment Analysis to the huge traffic data in intelligent transportation data-storage system, for upper-layer service applies the function package of the frequently-used data Treatment Analysis used of providing convenience; Described intelligent transportation data service system is used for controlling the data acquisition in analytic system, storage and analysis, the Key Platform ability under guarantee system architecture and the load balancing of service application.
As preferably, further technical scheme is: also comprise intelligent transportation operation management system in described analytic system, described intelligent transportation operation management system access intelligent transportation Dispatching System and workflow engine, and access intelligent transportation data acquisition system, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system respectively simultaneously, for disposing and life cycle management each service application in each system of management, and to monitoring in each system and malfunction elimination reparation.
Further technical scheme is: described intelligent transportation distributed data bus is used for providing high fault-tolerant, high performance data transmission, exchanging and application cooperation platform, support to carry out communicating and cooperating between each ingredient of large-scale distributed application system, each composition system in described analytic system is linked together.
Compared with prior art, one of beneficial effect of the present invention is: by by large for traffic data analysis application, realize the traffic system high efficiency operation based on large data technique and management.Utilize Data fusion technique to realize the target in traffic data resource sharing, a several source, build complete or accurate perfect network transport information environment.Large data analysis technique is utilized to realize the regulation and control of going on a journey of trans-regional, cross-module formula, the collaborative coordinated signals of networking induction on a large scale, form the coordinated operation system of the traffic systems such as intercity highway, railway, civil aviaton, the globality function of strengthening traffic operation and management, thus improve traffic perception intelligent level, set up complete Traffic monitoring system, and then additional transport decision-making, improve traffic operation efficiency.
Accompanying drawing explanation
Fig. 1 is the system architecture diagram for illustration of one embodiment of the invention;
Fig. 2 is the syndeton block diagram for illustration of one embodiment of the invention intelligent transportation data acquisition system;
Fig. 3 is the syndeton block diagram for illustration of one embodiment of the invention intelligent transportation data-storage system;
Fig. 4 is the syndeton block diagram for illustration of one embodiment of the invention Data Analysis System for Intelligent Transportation;
Fig. 5 is the syndeton block diagram for illustration of one embodiment of the invention intelligent transportation data service system.
Embodiment
Below in conjunction with accompanying drawing, the present invention is further elaborated.
Shown in figure 1, one embodiment of the present of invention are the large data analysis systems of a kind of intelligent traffic administration system, described system comprises intelligent transportation Dispatching System and workflow engine, described intelligent transportation Dispatching System and workflow engine access intelligent transportation data acquisition system, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system respectively by intelligent transportation distributed data bus, wherein:
Above-mentioned intelligent transportation Dispatching System and workflow engine are for supporting robotization O&M and the distributed computing framework of large scale system;
Shown in composition graphs 2, above-mentioned intelligent transportation data acquisition system is for gathering traffic data and by intelligent transportation distributed data bus transfer to intelligent transportation data-storage system; Should build with the form of system physical dispersion, the data acquisition and processing (DAP) ability of ultra-high throughput was provided in system peripherals;
Based on the intelligent transportation sensor of the technology of Internet of things of advanced person, Intellisense and analysis are carried out to traffic real time status, data after computational analysis through node and networks converge to large data analysis system, for transportation industry supvr and the public provide information service timely, improve traffic management level and operational efficiency.
Shown in composition graphs 3, above-mentioned intelligent transportation data-storage system is for storing traffic data and being supplied to Data Analysis System for Intelligent Transportation by intelligent transportation distributed data bus; For such as structuring trade type data, normal structuring data, semi-structured data and unstructured data, different storage engines and storage policy is adopted to realize.
Shown in composition graphs 4, above-mentioned Data Analysis System for Intelligent Transportation is used for carrying out Treatment Analysis to the huge traffic data in intelligent transportation data-storage system, for upper-layer service applies the function package of the frequently-used data Treatment Analysis used of providing convenience; Distributed Calculation means are adopted to provide the functions such as data conversion, data correlation, data extraction, data aggregate and data mining towards multi-mode mass data.
Above-mentioned intelligent transportation data service system is used for controlling the data acquisition in analytic system, storage and analysis, the Key Platform ability under guarantee system architecture and the load balancing of service application.
Shown in figure 5, in another embodiment of the invention, intelligent transportation operation management system is also comprised in described analytic system, described intelligent transportation operation management system access intelligent transportation Dispatching System and workflow engine, and access intelligent transportation data acquisition system, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system respectively simultaneously, for disposing and life cycle management each service application in each system of management, and to monitoring in each system and malfunction elimination reparation.Further, above-mentioned intelligent transportation distributed data bus is used for providing high fault-tolerant, high performance data transmission, exchanging and application cooperation platform, support to carry out communicating and cooperating between each ingredient of large-scale distributed application system, each composition system in described analytic system is linked together.
Above-mentioned intelligent transportation operation management system is configured a series of management activitys such as control, rights management, monitoring alarm during by robotization mode, and communicated downwards by intelligent transportation distributed data bus.Intelligent transportation data acquisition system carries out the data acquisition and processing (DAP) of ultra-high throughput in system peripherals, and transfer data to intelligent transportation data-storage system by intelligent transportation distributed data bus, and this intelligent transportation data-storage system adopts different storage engines and storage policy to realize the storage of data according to the type of data.When needs carry out data analysis, Data Analysis System for Intelligent Transportation obtains the data in intelligent transportation data-storage system by intelligent transportation distributed data bus, and carries out the operations such as corresponding Data Analysis Services.And intelligent transportation data service system needs to obtain the data in intelligent transportation data-storage system by intelligent transportation distributed data bus and carry out Service Management, outwards provide data access service and service logic service by Web Services API.While above subsystems carries out work compound, finally all to carry out robotization O&M and Distributed Calculation etc. by the intelligent transportation Dispatching System of the bottom and workflow engine.
Above-mentioned mentioned intelligent transportation Dispatching System and workflow is drawn, the concrete composition of intelligent transportation data acquisition system, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system and intelligent transportation operation management system, invent the relevant device of the prior art of artificial directly transplanting, those skilled in the art where necessary can with reference to the structure of aforementioned system of the prior art and principle, in order to realize the present invention.The concrete framework estimated for aforementioned system no longer describes in detail.
The meaning of intelligent transportation of the present invention large data cloud Platform Analysis System Implementation is mainly manifested in two aspects:
1) innovate the large data analysis application of traffic, realize the traffic system high efficiency operation based on large data technique and management.
Utilize Data fusion technique to realize the target in traffic data resource sharing, a several source, build complete or accurate perfect network transport information environment.Utilize large data analysis technique to realize the regulation and control of going on a journey of trans-regional, cross-module formula, the collaborative coordinated signals of networking induction on a large scale, form the coordinated operation system of the traffic systems such as intercity highway, railway, civil aviaton, the globality function of strengthening traffic operation and management.
2) promote traffic perception intelligent level, set up complete Traffic monitoring system.
Perception is the prerequisite of all Data Sources, intelligent transportation large data cloud Platform Analysis system combines the mass data that advanced technology of Internet of things acquisition traffic monitoring system perceives, the health status of labor traffic infrastructure, for traffic administration provides Data support, form complete Traffic monitoring system.Data analysis can excavate hiding information and rule from mass data.By the analysis to existing traffic data, can not only current situation of traffic be fullyed understand, can also predict the traffic in future, thus additional transport decision-making, improve traffic operation efficiency.
Than that described above, also it should be noted that spoken of in this manual " embodiment ", " another embodiment ", " embodiment " etc., refer to the specific features, structure or the feature that describe in conjunction with this embodiment and be included at least one embodiment of the application's generality description.Multiple place occurs that statement of the same race is not necessarily refer to same embodiment in the description.Furthermore, when describing specific features, structure or a feature in conjunction with any embodiment, what advocate is also fall within the scope of the invention to realize this feature, structure or feature in conjunction with other embodiments.
Although with reference to multiple explanatory embodiment of the present invention, invention has been described here, but, should be appreciated that, those skilled in the art can design a lot of other amendment and embodiment, these amendments and embodiment will drop within spirit disclosed in the present application and spirit.More particularly, in the scope of, accompanying drawing open in the application and claim, multiple modification and improvement can be carried out to the building block of subject combination layout and/or layout.Except the modification of carrying out building block and/or layout is with except improvement, to those skilled in the art, other purposes also will be obvious.
Claims (3)
1. the large data analysis system of intelligent traffic administration system, it is characterized in that described system comprises intelligent transportation Dispatching System and workflow engine, described intelligent transportation Dispatching System and workflow engine access intelligent transportation data acquisition system, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system respectively by intelligent transportation distributed data bus, wherein:
Described intelligent transportation Dispatching System and workflow engine are for supporting robotization O&M and the distributed computing framework of large scale system;
Described intelligent transportation data acquisition system is for gathering traffic data and by intelligent transportation distributed data bus transfer to intelligent transportation data-storage system;
Described intelligent transportation data-storage system is for storing traffic data and being supplied to Data Analysis System for Intelligent Transportation by intelligent transportation distributed data bus;
Described Data Analysis System for Intelligent Transportation is used for carrying out Treatment Analysis to the huge traffic data in intelligent transportation data-storage system, for upper-layer service applies the function package of the frequently-used data Treatment Analysis used of providing convenience;
Described intelligent transportation data service system is used for controlling the data acquisition in analytic system, storage and analysis, the Key Platform ability under guarantee system architecture and the load balancing of service application.
2. the large data analysis system of intelligent traffic administration system according to claim 1, it is characterized in that: in described analytic system, also comprise intelligent transportation operation management system, described intelligent transportation operation management system access intelligent transportation Dispatching System and workflow engine, and access intelligent transportation data acquisition system respectively simultaneously, intelligent transportation data-storage system, Data Analysis System for Intelligent Transportation, intelligent transportation data service system, for disposing and life cycle management each service application in each system of management, and to monitoring in each system and malfunction elimination reparation.
3. the large data analysis system of intelligent traffic administration system according to claim 1, it is characterized in that: described intelligent transportation distributed data bus is used for providing high fault-tolerant, high performance data transmission, exchanging and application cooperation platform, support to carry out communicating and cooperating between each ingredient of large-scale distributed application system, each composition system in described analytic system is linked together.
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN105761056A (en) * | 2016-02-23 | 2016-07-13 | 浪潮通信信息系统有限公司 | Workflow intelligent generation method based on big data analysis |
| CN105957370A (en) * | 2016-06-20 | 2016-09-21 | 三峡大学 | QoE-based traffic scheduling big data system and method |
| CN106373391A (en) * | 2016-08-31 | 2017-02-01 | 中兴智能交通股份有限公司 | Multi-dimensional intelligent scheduling service platform usage method serving for urban traffic |
| CN106846815A (en) * | 2017-03-29 | 2017-06-13 | 深圳万智联合科技有限公司 | A kind of efficient intelligent traffic administration system big data analysis system |
| CN108363756A (en) * | 2018-01-31 | 2018-08-03 | 佛山市聚成知识产权服务有限公司 | A kind of intelligent transportation big data processing system |
| CN110083652A (en) * | 2019-04-29 | 2019-08-02 | 西安银石科技发展有限责任公司 | A kind of big data management system/method and application based on data gimbal system |
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| CN103646311A (en) * | 2013-12-06 | 2014-03-19 | 因为科技无锡有限公司 | Traffic data service system |
| CN104346438A (en) * | 2014-09-14 | 2015-02-11 | 北京航空航天大学 | Data management service system based on large data |
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| CN202615614U (en) * | 2012-03-22 | 2012-12-19 | 泉州市三川通讯技术有限公司 | Intelligent urban traffic hot spot search releasing and scheduling system |
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN105761056A (en) * | 2016-02-23 | 2016-07-13 | 浪潮通信信息系统有限公司 | Workflow intelligent generation method based on big data analysis |
| CN105957370A (en) * | 2016-06-20 | 2016-09-21 | 三峡大学 | QoE-based traffic scheduling big data system and method |
| CN106373391A (en) * | 2016-08-31 | 2017-02-01 | 中兴智能交通股份有限公司 | Multi-dimensional intelligent scheduling service platform usage method serving for urban traffic |
| CN106846815A (en) * | 2017-03-29 | 2017-06-13 | 深圳万智联合科技有限公司 | A kind of efficient intelligent traffic administration system big data analysis system |
| CN108363756A (en) * | 2018-01-31 | 2018-08-03 | 佛山市聚成知识产权服务有限公司 | A kind of intelligent transportation big data processing system |
| CN110083652A (en) * | 2019-04-29 | 2019-08-02 | 西安银石科技发展有限责任公司 | A kind of big data management system/method and application based on data gimbal system |
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