CN101609610B - Flight information data acquisition unit and processing method thereof - Google Patents
Flight information data acquisition unit and processing method thereof Download PDFInfo
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- CN101609610B CN101609610B CN2009100697560A CN200910069756A CN101609610B CN 101609610 B CN101609610 B CN 101609610B CN 2009100697560 A CN2009100697560 A CN 2009100697560A CN 200910069756 A CN200910069756 A CN 200910069756A CN 101609610 B CN101609610 B CN 101609610B
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Abstract
The invention relates to a flight information data acquisition unit and a processing method thereof, belonging to the field of civil aviation technology. The flight information data acquisition unit consists of a power supply, a microprocessor, input control, a display unit, a communication unit, a data acquiring unit, a data processing unit and a data storage unit; wherein the microprocessor is connected with and used for controlling the input control, the display unit, the communication unit, the data acquiring unit, the data processing unit and the data storage unit. The processing method of the flight information data acquisition unit comprises: the flight information data acquisition unit can being used for setting, colleting and acquiring flight information at regular time from airline companies, airports, diverse network stations of air traffic control (ATC), a service system database and a data source of shared data service; according to a customized template, the collected data is extracted to obtain the required customized information; data information is packed into documents, and is then delivered and stored. The invention forms a unified, completed and consistent data form, so as to realize data exchange and sharing and provide integral, accurate and timely data information for issuing and decision-making.
Description
Technical field
The invention belongs to civil aviaton's technical field, particularly relate to a kind of Flight Information data acquisition unit and disposal route thereof.
Background technology
At present, airline, airport, blank pipe office etc. are being arranged, problem such as each data source exists concept data indeterminate, and is not comprehensive, untimely based on the Data Source in civil aviaton's generalized information management platform research and construction of service architecture; And the system of different pieces of information source service unit may be an isomery, network environment also is an isomery, the technology that realizes also is an isomery, this information dispersion, lack the situation of the effective mechanism of interconnecting, the interchange that has hindered the industry internal information is with shared, can not fully, efficiently bring into play the facilitation of information, be difficult to the Coordination Decision that realizes that industry is interior the production and operation.In case be in an emergency, supervision department lacks the comprehensive production and operation condition information timely that obtains of effective and efficient manner, is difficult to coordinate relevant department and implements effective emergency command.
Summary of the invention
The present invention provides a kind of Flight Information data acquisition unit and disposal route thereof for solving the problem that prior art exists.
The present invention will solve the prior art problem, at first gather the civil aviaton's production information that is dispersed in all departments, information is carried out the standard combing, form unified, complete, consistent data mode, realize on this basis towards the public the information issue and towards the decision support and the emergency command of industry unit and supervision department.
One of the object of the invention provides a kind of airline, blank pipe, on the website on airport, the integrated information of operation system, shared data service provider, sub-category, have levels, complete, gather and be delivered to the Flight Information data acquisition unit of the medium characteristics of database of civil aviaton's public information service platform accurately and timely.
Flight Information data acquisition unit of the present invention adopts following technical scheme:
A kind of Flight Information data acquisition unit, be characterized in: power supply is arranged, microprocessor, input control, display unit, communication unit, data capture unit, data processing unit and data storage cell are formed, microprocessor connects control input control, display unit, communication unit, data capture unit, data processing unit and data storage cell, data capture unit connects collection by communication unit and is dispersed in airline, the airport, the website of blank pipe, operation system, civil aviaton's information on the share service, microprocessor connects control information is carried out the standard extraction, obtain the data processing unit of customized information, microprocessor connects control and delivers communication unit that obtains data and the data storage cell that obtains data storage with the form of message.
Flight Information data acquisition unit of the present invention can also adopt following technical measures:
Described Flight Information data acquisition unit is characterized in: data capture unit, built-in acquisition module and the passive collection acquisition module initiatively gathered; Initiatively gather acquisition module, obtain the module of Flight Information for data source parameter setting information and classification; Passive collection acquisition module is the real-time physics reception to active delivery data source transmission data, and the line data decompress(ion) of going forward side by side, Data Source feature identification are transferred to data processing unit again and extracted the module of handling.
Described Flight Information data acquisition unit, be characterized in: data processing unit, built-in customization extraction template, the customization extraction template is decimation rule, service enabler, carries out content recognition and extraction, identification and specified data scope, carry out data-switching, analysis and arrangement forms the data press behind the rule definition again, and compression is handled, and generation is packaged into Standard File Format, carry out data delivery or directly transfer to the module of data storage cell stores processor.
Described Flight Information data acquisition unit is characterized in: data storage cell is to being packaged into Standard File Format, carrying out data delivery or directly transferring to the module of data storage cell stores processor.
Described Flight Information data acquisition unit is characterized in: Input Control Element, be touch-screen type handwriting input mode, to the collection source add, revise, stop/open control, acquisition module, parameter input are adjusted the unit are set; Display unit is video data information, monitoring gatherer process, the LCD color liquid crystal module of analysis collection result.
Described Flight Information data acquisition unit is characterized in: data communication units, for the built-in FTP/S of communication mode, HTTP/S, POP3/SMTP, XFB communication protocol are supported and wireless communication module; Graphic interface is arranged; Have and adopt the multi-protocols mode to carry out collection, the receipt source data acquisition communication interface of multi-source heterogeneous data; The connection peripheral storage device is arranged, and is that the data acquisition acquiring unit is stored the memory device communication interface with peripheral storage device.
The Flight Information collector for crossing over the difference between various hardware and software platforms, diversified website, multiple class operation system database, various shared data service and the polynary acquisition mode, provides otherwise effective technique approach and instrument.Can access and be updated on different operating system, the hardware platform, be stored in the disparate databases, based on the data of various data format standards or flat civilian form.It can directly be connected the exchange of real-time, event driven and fully-integrated application data with database, open interface design, extensibility and dirigibility combine, and can comprehensively use communication protocols such as FTP/S, HTTP/S, POP3/SMTP, XFB on communicating by letter.
Encapsulate various data capture logics, form various collection middleware, realize the data acquisition of a plurality of heterogeneous system data sources such as diversified website, multiple class operation system database, various shared data services.
Two of the object of the invention provides a kind of airline, blank pipe, on the website on airport, the integrated information of operation system, shared data service provider, sub-category, have levels, complete, gather and be delivered in the database of civil aviaton's public information service platform accurately and timely, the disposal route of the Flight Information data acquisition unit of characteristics such as information accurately and timely is provided for the services request of the public and industry department.
The disposal route of Flight Information data acquisition unit of the present invention adopts following technical scheme:
Described Flight Information data acquisition unit disposal route is characterized in: data acquisition unit regularly is provided with to gather from the diversified website of airline, airport, blank pipe, the operation system database, on the data source of shared data service and obtains Flight Information; The data that collect are extracted according to custom built forms, obtain the customized information that needs, and data message is packaged into file, deliver, store, and, analyze collection result the gatherer process monitoring with the form of message.
The disposal route of Flight Information data acquisition unit of the present invention can also adopt following technical measures:
Described Flight Information data acquisition unit disposal route, be characterized in: the website Information Monitoring is handled, adding stops using enables data source, and its URL address of configuration, parameter, coding, the page extract content match setting and frequency acquisition in each website data source profile; Data capture unit is according to URL address, parameter in the configuration, with of the web site requests inquiry of HTTP request mode to airline, blank pipe, airport, resolve page module and the html page of inquiring about is as a result carried out the parsing of particular content item with the XML form, data extraction module extracts according to template configuration the data after resolving, and is assembled into the XML form according to data exchange standard and delivers, store.
Described Flight Information data acquisition unit disposal route, be characterized in: data acquisition information is handled in the operation system database, built-in Oracle, SQL Server, Sybase data-driven module, configuration extracted data type, tables of data, when realizing that by trigger or database log file surveillance style production data takes place to upgrade, send the Data Update notice to the Data Update monitor process, and the storage data are in temporary table, data extraction module extracts according to template configuration the temporary table data, and is assembled into the XML form according to data exchange standard and delivers, storage.
Described Flight Information data acquisition unit disposal route, be characterized in: the Information Monitoring of shared data service data is handled, according to shared data service FTP, the address of service of Web Service data source, parameter, frequency acquisition, data type, extraction template configuration information, regularly the method for called Web service is obtained flight data information, result to the Web service response, data extraction module extracts according to template configuration the data after resolving, and is assembled into the XML form according to data exchange standard and delivers, store.
The passive data acquisition process of Flight Information data acquisition unit, built-in message-oriented middleware treatment mechanism, based on the data file that JMS standard monitoring reception sends, call the parsing conversion process of data parsing engine realization then, and carry out verification according to business rule to data; Data extraction module extracts according to template configuration the data of resolving after the conversion, and is assembled into the XML form according to data exchange standard and delivers, store.
Flight Information data acquisition unit disposal route has in its data message: Flight Information: flight planning information, flight dynamic information, aerodrome traffic information, ground service information, runway information, canteen information, engineering relevant information, passenger traffic volume information, goods are posted flow information, weather information; Acquisition parameter: frequency acquisition, destination address, user name, password; Gather source information: gather source name, extraction template identifying information, stop/open state, file designation rule, data source classification; Gather daily record: writing time, image data source, times of collection, collection start time, collection concluding time, collection result store path, extraction start time/concluding time, extraction are delivered file path, are delivered start time/concluding time, delivery state, extraction state, acquisition state.
Flight Information data acquisition unit disposal route of the present invention, the function of data stream conversion are the data that the data stream that will receive changes into the XML form.Carry out XML data layout verification operation then.The function of unprocessed form data processing is that the data that receive are handled according to the unprocessed form of business datum, generates the DML data of standard.The function of data conversion treatment is that the data that receive are handled according to the form of data center's database, generates the DML data of standard.The function of data load is that the data that receive are loaded in the database.
For under the data environment of " data source is varied, and data layout has nothing in common with each other ", data acquisition unit is normally moved, and can satisfy the business of total system in future and the expansion demand of processing capacity.Every operational factor of data acquisition unit can be provided with dynamic load flexibly.
The unprocessed form data can be carried out data and preserve operation in a plurality of crucial process points in data acquisition.Guaranteeing abnormal conditions occurring in the data acquisition, as: situations such as outage, network communication are interrupted, data center's database can not write, data can not lost.After abnormal conditions are removed, still can normally carry out data acquisition process, be included in the data of receiving between anomalistic period.
Feature of the present invention:
1, the system of different pieces of information source service unit may be an isomery, network environment also is an isomery, and the technology of realization also is an isomery, and data acquisition function is exactly the data of being responsible for gathering from the different pieces of information source, the unified processing prepared for follow-up data transmission work provides data.At the different pieces of information source, encapsulate various data acquisition modes, form and gather middleware, realize the data acquisition of a plurality of isomeries, polycomponent system data source.
1.1 the mode according to data acquisition is divided, and is divided into initiatively obtaining data and the passive data dual mode that obtains.Initiatively obtain, regularly initiatively obtain data message in website, operation system database, the shared data service, extract to be provided with according to template again and carry out data check, extraction, conversion process; The passive data of obtaining, data acquisition unit are to all departments' message-oriented middleware subscribe message theme, and message-oriented middleware is by configuration subscriber's address, can initiatively send XML message to data acquisition unit, data acquisition unit is accepted XML message, and the data that obtain are filtered, and extracts conversion; With the XML file mode is interface, supports digital certificate and cryptographic algorithm, supports the enforcement of host-host protocol.
1.2 database design
1.2.1 Flight Information: flight planning information, flight dynamic information, aerodrome traffic information, ground service information, runway information, canteen information, engineering relevant information, passenger traffic volume information, goods are posted flow information, weather information;
1.2.2 acquisition parameter: frequency acquisition, destination address, user name, password;
1.2.3 collection source information: gather source name, extraction template identifying information, stop/open state, file designation rule, data source classification;
1.2.4 collection daily record: file path, delivery start time, delivery concluding time, delivery state sign indicating number, extraction status code, acquisition state sign indicating number are delivered in writing time, image data source, times of collection, collection start time, collection concluding time, collection result store path, extraction start time, extraction concluding time, extraction.
2, abnormality processing strategy
2.1 polling routine operation exception, periodic monitor polling routine running status, if the automatic regular polling program takes place need restart unusually and resends the data query request of upgrading by timestamp constantly according to the daily record of writing down, and according to Data Update request delivery time and up-to-date Data Update timestamp, the initial moment of automatic regular polling is revised, and the relevant daily record of record;
2.2 the request access exception is overtime or when makeing mistakes when data, services such as visit Web Service, HTTP, the relevant daily record of record.
2.3 compressed file generates unusual, and restart condensing routine and carry out File Compress, and the relevant daily record of record.
Advantage that the present invention has and good effect:
Flight Information data acquisition unit and disposal route thereof, owing to adopt brand-new technology scheme of the present invention, the relevant information of production units such as blank pipe, airport, airline is collected in the platform database with certain business rule, collection is obtained, is sent and receive and needn't onlinely wait for, the change of each production system in the future simultaneously can not bring influence to collection with upgrading, is easy to safeguard; Can support multiple program development language easily, can compatible various application programs.Adjustment such as either party the possible production system upgrading in the future or the replacement, can not influence the production and the maintenance of collection, only need the corresponding modify configuration to carry out the standard combing to information, form unified, complete, consistent data mode, realize exchanges data and share, and for information issue, decision support etc. provide complete, accurately, data, services timely.
Description of drawings
Fig. 1 Flight Information data acquisition unit structural representation;
Fig. 2 Flight Information data acquisition unit data processing overview flow chart;
Fig. 3 Flight Information collector website data acquisition process process flow diagram;
Fig. 4 Flight Information collector extracts the translation data processing flow chart;
Fig. 5 Flight Information collector is delivered storage flow chart of data processing figure.
Among the figure, 1-communication interface, 2-power supply, 3-handwriting input display screen, 4-radio communication, 5-stop and start switch.
Embodiment
For further understanding technology contents of the present invention, characteristics and effect, enumerate following example now, and conjunction with figs. is described in detail as follows:
With reference to accompanying drawing 1, Fig. 2, Fig. 3, Fig. 4 and Fig. 5.
A kind of Flight Information data acquisition unit, power supply 2 is arranged, stop and start switch 5, microprocessor, input control, display unit, communication unit, data capture unit, data processing unit and data storage cell are formed, microprocessor connects control input control, display unit, communication unit, data capture unit, data processing unit and data storage cell, data capture unit connects collection by communication interface 1 and is dispersed in airline, the airport, the website of blank pipe, operation system, civil aviaton's information on the share service, microprocessor connects control information is carried out the standard extraction, obtain the data processing unit of customized information, microprocessor connects control and delivers radio communication Unit 4 that obtain data and the data storage cell that obtains data storage with the form of message.
Data capture unit, built-in acquisition module and the passive collection acquisition module initiatively gathered; Initiatively gather acquisition module, obtain the module of Flight Information for data source parameter setting information and classification; Passive collection acquisition module is the real-time physics reception to active delivery data source transmission data, and the line data decompress(ion) of going forward side by side, Data Source feature identification are transferred to data processing unit again and extracted the module of handling.
Data processing unit, built-in customization extraction template, the customization extraction template is decimation rule, service enabler, carry out content recognition and extraction, identification and specified data scope are carried out data-switching, and the data behind the rule definition are pressed in analysis and arrangement formation again, compression is handled, and generates and is packaged into standard x ML file layout, carries out data delivery or directly transfer to the module of data storage cell stores processor.
Data storage cell is to being packaged into standard x ML file layout, carrying out data delivery or directly transferring to the module of data storage cell stores processor.Storage comprises that each gathers classify interim secondary storage and to the interim secondary storage of the acquisition process data of delivery data, permanent storage failure of the reception obtain source data.
Input Control Element is touch-screen type handwriting input mode, to the collection source add, revise, stop/open control, acquisition module, parameter input are adjusted the unit are set; Display unit is video data information, and monitoring gatherer process module has the LCD color liquid crystal handwriting input display screen 3 of analyzing collection result.
Data communication units is for the built-in FTP/S of communication mode, HTTP/S, POP3/SMTP, XFB communication protocol are supported and wireless communication module; Graphic interface is arranged; Have and adopt the multi-protocols mode to carry out collection, the receipt source data acquisition communication interface of multi-source heterogeneous data; The connection peripheral storage device is arranged, and is that the data acquisition acquiring unit is stored the memory device communication interface with peripheral storage device.
Flight Information data acquisition unit disposal route: data acquisition unit regularly is provided with to gather from the diversified website of airline, airport, blank pipe, the operation system database, on the data source of shared data service and obtains Flight Information; The data that collect are extracted according to custom built forms, obtain the customized information that needs, and data message is packaged into the XML formatted file, deliver, store, and, analyze collection result the gatherer process monitoring with the form of message.
The website Information Monitoring is handled, and adding stops using enables data source, and its URL address of configuration, parameter, coding, the page extract content match setting and frequency acquisition in each website data source profile; Data capture unit is according to URL address, parameter in the configuration, with of the web site requests inquiry of HTTP request mode to airline, blank pipe, airport, resolve page module and the html page of inquiring about is as a result carried out the parsing of particular content item with the XML form, data extraction module extracts according to template configuration the data after resolving, and is assembled into the XML form according to data exchange standard and delivers, store.
Data acquisition information is handled in the operation system database, built-in Oracle, SQL Server, Sybase data-driven module, configuration extracted data type, tables of data, when realizing that by trigger or database log file surveillance style production data takes place to upgrade, send the Data Update notice to the Data Update monitor process, and the storage data are in temporary table, data extraction module extracts according to template configuration the temporary table data, and is assembled into the XML form according to data exchange standard and delivers, store.
The Information Monitoring of shared data service data is handled, according to shared data service FTP, the address of service of Web Service data source, parameter, frequency acquisition, data type, extraction template configuration information, regularly the method for called Web service is obtained flight data information, result to the Web service response, data extraction module extracts according to template configuration the data after resolving, and is assembled into the XML form according to data exchange standard and delivers, store.
CA's integrated information platform provides Web service, and the Flight Information collector obtains production data by the method for regular called Web service: its implementation of obtaining data is as follows:
(1) at first have a Flight Information collector timing (1 minute at interval) to call the Web service (data query) that CA provides, call parameters comprises the update time of data as inquiry constraint condition.
(2) result that Web service is responded carries out verification, if data are correct, the data pick-up unit need with as backup, call the data persistence of receiving data delivery, store to unite and carry out data transmission delivery storage simultaneously; If the data check failure then needs to call again the Web service that CA provides.
(3) the Flight Information collector calls and utilizes data delivery to finish the transmission of data; After the data transmission success, transmission receives sends out a receipt; After data acquisition unit is received receipt, with the message deletion of backup in this locality.
The South Airways website provides the flight dynamic information inquiry service, the Flight Information collector is according to the configuration data origin url, structure Http Post request, the node resolution response result (html file) of the needs inquiry in disposing in conjunction with Xml then, and the data of calling after data extraction module will be resolved carry out XML format organization according to standard, by the data delivery module with the data of organizing advance to deliver, storage.Picking rate performance optimization solution: according to the table timetable, each samsara image data scope falls in advance for pre-rising began to gather pre-rising in preceding 1 hour, the real data that rise; Have pre-change then to gather to change postpones thereupon, real rising then according to the flight time section arranged, the measuring and calculating expectation landing time, gathered real falling (by shifting to an earlier date 30 minutes in 6 hours flight time in 30 minutes in advance, shift to an earlier date 1 hour more than 6 hours, 1.5 hours in advance real falling of collection more than 12 hours).Gather flight dynamic information and follow each flight and fall in fact or cancel, or shared flight then stops to gather, do not have the real cardinal rule that samsara at every turn all will be gathered of falling then.
Software and hardware system of the present invention constitutes and implementation process:
Flight Information data acquisition unit and disposal route thereof are formed collector equipment jointly by power-supply system, microprocessor, Input Control Element, display unit, communication unit, data acquisition acquiring unit, data processing unit, data delivery storage unit; Data source collections such as realization regularly is provided with from the website of existing airline, airport, blank pipe, the operation system database, shared data service are obtained Flight Information.The data that collect are extracted according to custom built forms, obtain the customized information that needs; In order to show the feasibility of data exchange standard, data acquisition unit becomes the XML file with the packing data of obtaining, form with message is delivered, storage, form unified, complete, consistent data mode, for realize data integration, exchange and shared and information issue, decision support etc. provide complete, accurately, data, services timely.
1, the administration interface that utilizes input control, display unit to provide is provided with acquisition parameter information, data source information, extraction template, verification rule, destination address information and storage configuration information.
2, communication protocol is set, ensures that the network of collector and data source, destination address and data storage can proper communication, startup collection switch then.
3, data acquisition acquiring unit reads acquisition parameter, data source information, initiatively gathers acquisition module, according to the data source parameter setting information, structure is gathered polling list information, and Flight Information is obtained in classification, and the data message of gathering is back transferred to data processing unit extract processing; Passive collection acquisition module is realized the real-time physics of active delivery data source transmission data is received, and the line data decompress(ion) of going forward side by side, Data Source feature identification are transferred to data processing unit and extracted processing.
4, data pick-up conversion processing unit, built-in customization extraction template, according to decimation rule, service enabler, carry out content recognition and extraction, identification and specified data scope are carried out data-switching, and the data behind the rule definition are pressed in analysis and arrangement formation again, compression is handled, and generates to be packaged into standard x ML file layout, to carry out data delivery or directly to transfer to the data storage cell stores processor.
5, data delivery storage unit, storage comprise that each gathers classify interim secondary storage and to the interim secondary storage of the acquisition process data of delivery data, permanent storage failure of the reception obtain source data; This processing is to being packaged into standard x ML file layout, carrying out data delivery or directly transferring to the data storage cell stores processor.
6, in display module LCD color liquid crystal module video data information, can check the collection log information, the monitoring gatherer process is analyzed collection result.
Data structure: Flight Information: flight planning information, flight dynamic information, aerodrome traffic information, ground service information, runway information, canteen information, engineering relevant information, passenger traffic volume information, goods are posted flow information, weather information; Acquisition parameter: frequency acquisition, destination address, user name, password; Gather source information: gather source name, extraction template identifying information, stop/open state, file designation rule, data source classification; Gather daily record: file path, delivery start time, delivery concluding time, delivery state sign indicating number, extraction status code, acquisition state sign indicating number are delivered in writing time, image data source, times of collection, collection start time, collection concluding time, collection result store path, extraction start time, extraction concluding time, extraction.
Claims (4)
1. Flight Information data acquisition unit, it is characterized in that: power supply is arranged, microprocessor, input control, display unit, communication unit, data capture unit, data processing unit and data storage cell are formed, microprocessor connects control input control, display unit, communication unit, data capture unit, data processing unit and data storage cell, data capture unit connects collection by communication unit and is dispersed in airline, the airport, the website of blank pipe, operation system, civil aviaton's information on the share service, microprocessor connects control information is carried out the standard extraction, obtain the data processing unit of customized information, microprocessor connects control and delivers communication unit that obtains data and the data storage cell that obtains data storage with the form of message; Data capture unit, built-in acquisition module and the passive collection acquisition module initiatively gathered; Initiatively gather acquisition module, obtain the module of Flight Information for data source parameter setting information and classification; Passive collection acquisition module is the real-time physics reception to active delivery data source transmission data, and the line data decompress(ion) of going forward side by side, Data Source feature identification are transferred to data processing unit again and extracted the module of handling.
2. Flight Information data acquisition unit according to claim 1, it is characterized in that: data processing unit, built-in customization extraction template, the customization extraction template is decimation rule, service enabler, carries out content recognition and extraction, identification and specified data scope, carry out data-switching, analysis and arrangement forms the data press behind the rule definition again, and compression is handled, and generation is packaged into Standard File Format, carry out data delivery or directly transfer to the module of data storage cell stores processor.
3. Flight Information data acquisition unit according to claim 1 is characterized in that: Input Control Element, be touch-screen type handwriting input mode, to the collection source add, revise, stop/open control, acquisition module, parameter input are adjusted the unit are set; Display unit is video data information, monitoring gatherer process, the LCD color liquid crystal module of analysis collection result.
4. Flight Information data acquisition unit according to claim 1 is characterized in that: data communication units, for the built-in FTP/S of communication mode, HTTP/S, POP3/SMTP, XFB communication protocol are supported and wireless communication module; Graphic interface is arranged; Have and adopt the multi-protocols mode to carry out collection, the receipt source data acquisition communication interface of multi-source heterogeneous data; The connection peripheral storage device is arranged, and is that the data acquisition acquiring unit is stored the memory device communication interface with peripheral storage device.
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| CN109766370A (en) * | 2018-12-27 | 2019-05-17 | 口碑(上海)信息技术有限公司 | Data processing method, data service system and equipment |
| CN111080228B (en) * | 2019-11-07 | 2024-01-26 | 北京恒赢智航科技有限公司 | Intelligent information management system for commercial airlines |
| CN111061807A (en) * | 2019-11-23 | 2020-04-24 | 方正株式(武汉)科技开发有限公司 | Distributed data acquisition and analysis system and method, server and medium |
| CN111475505B (en) * | 2020-03-27 | 2023-05-26 | 平安科技（深圳）有限公司 | Data acquisition method and device |
| CN112347112B (en) * | 2020-09-16 | 2022-03-15 | 北京中兵数字科技集团有限公司 | Aviation data management method, aviation data management device and storage medium |
| CN113626447B (en) * | 2021-10-12 | 2022-02-22 | 民航成都信息技术有限公司 | Civil aviation data management platform and method |
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2009
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