CN109165250A - Intelligent integrated plateform system - Google Patents
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Abstract
Intelligent integrated plateform system, is made of hardware components and software section, and the hardware components include application server and database server, and the application server and database server constitute integrated platform server;The software section includes that data acquisition is synchronous with pretreatment, data storage, offer data service and ship-to-shore data;The data acquisition and pretreatment refer to the data by critical system and equipment in various types of communication interface standard adapter acquisition vessels, and data validation verification is carried out to collected data, processing appropriate is carried out to data according to the requirement of data format simultaneously and conversion, the described communication interface standard adapter include Modbus agreement, File Transfer Protocol and database ODBC agreement;Exploitation is extended to Outlook using VSTO, the transmitting-receiving and management of Outlook Mail Clients completion mail and customized extension demand, customized development can be used, automatically parsing and executing for mail synchronization packet is realized, to achieve the purpose that ship-to-shore is synchronous.
Description
Technical field
The present invention relates to ship intelligence field, especially a kind of intelligent integrated plateform system.
Background technique
In recent years, to respond actively global competition, industrial transformation upgrading is realized, country proposes the Belt and Road, China
The significant developments strategy such as manufacture 2025, industry 4.0, " internet+".In conjunction with shipping industry growth requirement, accelerate " ocean power,
Sea-freight power " pace of construction is the important measure for carrying out national strategy.Modern ships management is with safe and environment-friendly, economic, section
Can, cut personnel is target, and development trend is the monitoring and management reinforced to operation ship and its key equipment.It is answered by early warning raising
To the ability of emergency event, it is ensured that ship's navigation is safer;Pass through ships related data platform, the information taken of system, equipment
And comprehensive utilization, shorten the operation period, reduces energy consumption, save the cost.
With the high speed development of the quickening of social informatization process, especially internet, big data era is stepped into the whole world, letter
Breath economy gradually incorporates industrial economy, drives and lead development trend.Using advanced electronic information technology, accelerate " object
Networking " and " intelligent ship " research and development and application be realize technical progress of industry main path, be propulsion " information networking,
The main handgrip of management fining, operation intelligence ", is the main means for promoting industry whole competitiveness.
The present invention be exactly in order to solve problem above and carry out improvement.
Summary of the invention
The acquisition of the data of critical system and equipment, storage, shared and ship on ship are realized the object of the present invention is to provide a kind of
The synchronous intelligent integrated plateform system of bank data.
The present invention is that technical solution used by solving its technical problem is:
Intelligent integrated plateform system, is made of hardware components and software section, and the hardware components include application server
And database server, the application server and database server constitute integrated platform server;
The software section includes that data acquisition is synchronous with pretreatment, data storage, offer data service and ship-to-shore data;
The data acquisition and pretreatment refer to by crucial in various types of communication interface standard adapter acquisition vessels
The data of system and equipment, and data validation verification is carried out to collected data, while according to the requirement pair of data format
Data carry out processing and conversion appropriate, and the described communication interface standard adapter includes Modbus agreement, File Transfer Protocol and data
Library ODBC agreement;
The data storage includes the storage to structural data and unstructured data;
The offer data service refers to that by WebService or ODBC interface protocol adapter be intelligent use system
Data needed for providing, the described intelligent use system include intelligence navigation, intelligent cabin and intelligent efficiency system;
The ship-to-shore data synchronize refers to and is extended exploitation to Outlook using VSTO, using mail synchronization packet from
Dynamic parsing and execution realize that ship-to-shore data are synchronous and ship end system remote upgrade, rule according to service logic and centainly generate
Then data packet is packaged into mail by data packet, send bank end for mail by mail server;Ship end is for receiving simultaneously
To mail can be parsed according to relevant rule, according to the type of data packet execute program upgrading or data update etc.
Operation, to realize the synchronous target with ship end system remote upgrade of ship-to-shore data.
Further, the storage of the structural data uses the storage mode of relevant database, described unstructured
The storage of data uses distributed document storage mode;
The relevant database uses MySQL database;
The distributed document storage mode uses FastDFS distributed file system;
In one embodiment, the integrated platform carries out data acquisition pretreatment to critical system on ship and equipment, should
Critical system and equipment include Monitor and Alarm System for Ship Engine Room, ship performance monitoring system, shafting oil liquid on-line monitoring system, shafting
System of condition monitoring, intelligent navigation system, safe load calculator;
The Monitor and Alarm System for Ship Engine Room acquires data by Modbus adapter;
The ship performance monitoring system acquires data by Modbus adapter;
The shafting oil liquid on-line monitoring system acquires data by ODBC adapter;
The shafting vibration on-line monitoring system acquires data by FTP adapter;
The intelligence navigation system and safe load calculator pass through FTP adapter acquisition data.
In another embodiment, the integrated platform provides data service for intelligent use system, the intelligent use system
System includes intelligent navigation system, intelligent nacelle system and intelligent efficiency system;
Data needed for the intelligence navigation system is obtained by the web Service interface that integrated platform provides;
Data needed for the intelligence nacelle system is obtained by the ODBC interface that integrated platform provides;
Data needed for the intelligence efficiency system is obtained by the web Service interface that integrated platform provides.
Specifically, (1) Modbus agreement
ModBus agreement is application layer Message Protocol, it defines a protocol Data Unit unrelated with communication layers
(PDU).ModBus agreement can be applied in different types of bus or network.Corresponding different bus or network, Modbus association
View introduces some additional fields and is mapped to application data (ADU).Currently, Modbus has following three communication mode: (1) ether
Net, corresponding communication pattern are MODBUS TCP.(2) asynchronous serial transmission, corresponding communication pattern be MODBUS RTU or
MODBUS ASCII.(3) high speed token passing network, corresponding communication pattern are Modbus PLUS.The integrated platform uses
Modbus TCP is communicated.
(2) File Transfer Protocol
FTP is the English abbreviation of File Transfer Protocol (File Transfer Protocol), and Chinese is referred to as " text biography
Agreement ".The transmitted in both directions of control file on Internet.Meanwhile it is also an application program
(Application).There is different FTP application programs based on different operating system, and all these application programs are in compliance with
Same agreement is to transmit file.
(3) ODBC agreement
Open CNC (Open Database Connectivity, ODBC) is between solution heterogeneous database
Data sharing and generate, allow application program using SQL as data access standard, access the data that different DBMS are managed;Make to answer
The data in DB are directly manipulated with program, release changes with the change of DB.With the DB on the accessible all kinds of computers of ODBC
File, or even access such as Excel table and this kind of non-database object of ASCI I datum file.
(4) WebService agreement
WebService is that a platform is independent, lower coupling, application journey self-contained, based on programmable web
Open XML (a subset under standard generalized markup language) standard can be used to describe, issue, find, coordinate and match for sequence
These application programs are set, for developing the application program of distributed interoperability.
The adapter directly obtains the data of needs from input terminal, and the message that data are converted to certain format is put
Into queue, output end is then output data to according to the output configuration in data exchange routing table.As long as guaranteeing adaptation
The interface that device is supplied to operation system calling is consistent, so that it may be adapted to different operation systems, be passed through dynamic configuration, definition
The connection of implementation and application system mitigates the burden of staff to substantially increase development efficiency, and system is also easy to get
Extension.
The storage of the storage mode and unstructured data of the data storage inclusion relation type database is using distributed
The storage mode of document storage mode, the relevant database uses MySQL database;Distributed document storage mode are as follows:
FastDFS distributed file system mode is used to image data storage, FastDFS is an open source, high performance point
Cloth file system, his main function include: file storage, and synchronous and access designs and is based on High Availabitity and load balancing,
FastDFS is highly suitable for the website based on file service;
Data storage capacity is estimated:
By 2000 measuring points, each measuring point generated the frequency of data by average 10 seconds, and generation 100Byte is carried out pre- every time
Estimate, the newly-increased data volume generated every year is about 500G.
Service capacity is estimated:
By 2000 measuring points, each measuring point generated the frequency of data by average 10 seconds, and generation 100Byte is carried out pre- every time
Estimate, data processing amount per minute is 1M or so.Integrated platform uses high concurrent treatment mechanism, can satisfy requirement completely.
Wherein, carrier of the application server as software systems installs intelligent integrated platform software system;Database service
Carrier of the device as software data, storing data, picture etc..
VSTO, that is, Visual Studio Tools for Office, is the Office development technique under .NET platform.It mentions
One group of powerful tool has been supplied, developer is allowed to extend using Visual Basic and C# and customized Microsoft
Office application program, mainly include system configuration component, Data Access Components, synchronous package formation component, mail treatment component,
The core components such as synchronous package management assembly, synchronous executive module also comprise data extraction, file extracts, file sequence generates
The supporting assemblies such as device, encryption and decryption, Compress softwares, first floor system access.
The beneficial effects of the present invention are: exploitation is extended to Outlook using VSTO, Outlook postal can be used
Part client completes the transmitting-receiving and management of mail, and is able to achieve customized extension demand, and customized development realizes mail synchronization packet
Automatically parse and execute, to achieve the purpose that ship-to-shore is synchronous.
Detailed description of the invention
Fig. 1 is the architecture diagram of intelligent integrated plateform system proposed by the present invention.
Specific embodiment
In order to be easy to understand the technical means, the creative features, the aims and the efficiencies achieved by the present invention, tie below
Diagram and specific embodiment are closed, the present invention is further explained.
Shown in referring to Fig.1, which is made of, the hardware components hardware components and software section
Comprising application server and database server, the application server and database server constitute integrated platform service
Device;
The software section includes that data acquisition is synchronous with pretreatment, data storage, offer data service and ship-to-shore data;
The data acquisition and pretreatment refer to by crucial in various types of communication interface standard adapter acquisition vessels
The data of system and equipment, and data validation verification is carried out to collected data, while according to the requirement pair of data format
Data carry out processing and conversion appropriate, and the described communication interface standard adapter includes Modbus agreement, File Transfer Protocol and data
Library ODBC agreement;
The data storage includes the storage to structural data and unstructured data;
The offer data service refers to that by WebService or ODBC interface protocol adapter be intelligent use system
Data needed for providing, the described intelligent use system include intelligence navigation, intelligent cabin and intelligent efficiency system;
The ship-to-shore data synchronize refers to and is extended exploitation to Outlook using VSTO, using mail synchronization packet from
Dynamic parsing and execution realize that ship-to-shore data are synchronous and ship end system remote upgrade, rule according to service logic and centainly generate
Then data packet is packaged into mail by data packet, send bank end for mail by mail server;Ship end is for receiving simultaneously
To mail can be parsed according to relevant rule, according to the type of data packet execute program upgrading or data update etc.
Operation, to realize the synchronous target with ship end system remote upgrade of ship-to-shore data.
Further, the storage of the structural data uses the storage mode of relevant database, described unstructured
The storage of data uses distributed document storage mode;
The relevant database uses MySQL database;
The distributed document storage mode uses FastDFS distributed file system;
In one embodiment, the integrated platform carries out data acquisition pretreatment to critical system on ship and equipment, should
Critical system and equipment include Monitor and Alarm System for Ship Engine Room, ship performance monitoring system, shafting oil liquid on-line monitoring system, shafting
System of condition monitoring, intelligent navigation system, safe load calculator;
The Monitor and Alarm System for Ship Engine Room acquires data by Modbus adapter;
The ship performance monitoring system acquires data by Modbus adapter;
The shafting oil liquid on-line monitoring system acquires data by ODBC adapter;
The shafting vibration on-line monitoring system acquires data by FTP adapter;
The intelligence navigation system and safe load calculator pass through FTP adapter acquisition data;
In another embodiment, the integrated platform provides data service for intelligent use system, the intelligent use system
System includes intelligent navigation system, intelligent nacelle system and intelligent efficiency system;
Data needed for the intelligence navigation system is obtained by the web Service interface that integrated platform provides;
Data needed for the intelligence nacelle system is obtained by the ODBC interface that integrated platform provides;
Data needed for the intelligence efficiency system is obtained by the web Service interface that integrated platform provides.
Specifically, (1) Modbus agreement
ModBus agreement is application layer Message Protocol, it defines a protocol Data Unit unrelated with communication layers
(PDU).ModBus agreement can be applied in different types of bus or network.Corresponding different bus or network, Modbus association
View introduces some additional fields and is mapped to application data (ADU).Currently, Modbus has following three communication mode: (1) ether
Net, corresponding communication pattern are MODBUS TCP.(2) asynchronous serial transmission, corresponding communication pattern be MODBUS RTU or
MODBUS ASCII.(3) high speed token passing network, corresponding communication pattern are Modbus PLUS.The integrated platform uses
Modbus TCP is communicated.
(2) File Transfer Protocol
FTP is the English abbreviation of File Transfer Protocol (File Transfer Protocol), and Chinese is referred to as " text biography
Agreement ".The transmitted in both directions of control file on Internet.Meanwhile it is also an application program
(Application).There is different FTP application programs based on different operating system, and all these application programs are in compliance with
Same agreement is to transmit file.
(3) ODBC agreement
Open CNC (Open Database Connectivity, ODBC) is between solution heterogeneous database
Data sharing and generate, allow application program using SQL as data access standard, access the data that different DBMS are managed;Make to answer
The data in DB are directly manipulated with program, release changes with the change of DB.With the DB on the accessible all kinds of computers of ODBC
File, or even access such as Excel table and this kind of non-database object of ASCI I datum file.
(4) WebService agreement
WebService is that a platform is independent, lower coupling, application journey self-contained, based on programmable web
Open XML (a subset under standard generalized markup language) standard can be used to describe, issue, find, coordinate and match for sequence
These application programs are set, for developing the application program of distributed interoperability.
The adapter directly obtains the data of needs from input terminal, and the message that data are converted to certain format is put
Into queue, output end is then output data to according to the output configuration in data exchange routing table.As long as guaranteeing adaptation
The interface that device is supplied to operation system calling is consistent, so that it may be adapted to different operation systems, be passed through dynamic configuration, definition
The connection of implementation and application system mitigates the burden of staff to substantially increase development efficiency, and system is also easy to get
Extension.
The storage of the storage mode and unstructured data of the data storage inclusion relation type database is using distributed
The storage mode of document storage mode, the relevant database uses MySQL database;Distributed document storage mode are as follows:
FastDFS distributed file system mode is used to image data storage, FastDFS is an open source, high performance point
Cloth file system, his main function include: file storage, and synchronous and access designs and is based on High Availabitity and load balancing,
FastDFS is highly suitable for the website based on file service;
Data storage capacity is estimated:
By 2000 measuring points, each measuring point generated the frequency of data by average 10 seconds, and generation 100Byte is carried out pre- every time
Estimate, the newly-increased data volume generated every year is about 500G.
Service capacity is estimated:
By 2000 measuring points, each measuring point generated the frequency of data by average 10 seconds, and generation 100Byte is carried out pre- every time
Estimate, data processing amount per minute is 1M or so.Integrated platform uses high concurrent treatment mechanism, can satisfy requirement completely.
Wherein, carrier of the application server as software systems installs intelligent integrated platform software system;Database service
Carrier of the device as software data, storing data, picture etc..
VSTO, that is, Visual Studio Tools for Office, is the Office development technique under .NET platform.It mentions
One group of powerful tool has been supplied, developer is allowed to extend using Visual Basic and C# and customized Microsoft
Office application program.
(1) system architecture designs
System uses hierarchical architecture design, respectively includes database and data access layer, Business Logic, Agent layer and table
Show layer.The design philosophy for having fully demonstrated " high cohesion, lower coupling " can substantially reduce dependence between layers, and structure is more
Add and define, is conducive to standardization and the multiplexing of each layer logic.Further, it is also possible to be easy to original to replace with new realization technology
The realization of level greatly improves the maintainability and scalability of system, and system is made to have lasting vitality.
(2) integrated platform data acquisition interface
Intelligent integrated plateform system carries out data acquisition pretreatment to critical system on ship and equipment, the critical system and sets
Standby includes Monitor and Alarm System for Ship Engine Room, ship performance monitoring system, shafting oil liquid on-line monitoring system, shafting vibration on-line monitoring
System, intelligent navigation system, safe load calculator, interface list are as shown in the table.External access system is integrated platform data source, is integrated
Platform carries out information exchange by communication and application server and external access system, to realize adopting for full ship information resources
Collection.
1, Monitor and Alarm System for Ship Engine Room
Watercraft engine room monitoring, alarming is as the most important functional subsystem in Marine Automation System, major function
The working condition and operating parameter of equipment various in cabin are monitored in real time, guarantee the safe operation of ship.
2, ship performance monitors system
Ship performance monitors system and mainly realizes to marine fuel oil performance monitoring, host performance monitor, energy management etc., and
PMI system data is accessed, to help to improve fuel efficiency and reduce discharge.
3, shafting oil liquid is monitored on-line
By installing sensor additional, for monitoring stern tube shaft lubricating oil state.
4, shafting vibration is monitored on-line
By install additional eddy current displacement sensor, laser displacement sensor, the monitoring such as three-dimensional acceleration transducer stern bearing,
The vibration parameters of intermediate bearing, thrust bearing.
5, intelligent navigation system
Intelligent navigation system is made of IBS, air route and communication three subsystems, and IBS system equipment and device specifically include that
GPS, gyro compass, AIS, tachometer, sounding instrument, anemoclinograph, autopilot, radar, ECDIS, integrated display
(Conning), VDR, IBS interchanger.Air route system equipment and device specifically include that flight-path seeking work station, firewall, distribution
Device, admittance data acquisition gateway, boat-carrying intelligent mobile weather station, Image Acquisition gateway and inclinometer.Communication system equipment and dress
Set mainly includes VSAT, FBB, 4G module, intelligence communication gateway, router.
6, safe load calculator
The most basic function of safe load calculator is Strength co-mputation.Depth measurement data comprising oil cargo tank, ballast tank, fuel oil tank are led to
Often it is connected directly with the interface of remote surveying of liquid level.
(3) integrated platform database service interface
Intelligent integrated platform provides data service for intelligent use system, which includes intelligence navigation system
System, intelligent nacelle system and intelligent efficiency system, integrated platform carry out information by communication and application server and external system
Interaction, to realize the shared of full ship information resources.
(4) data store
The difference of the frequency and analysis and processing method that are used according to data establishes all kinds of databases of different nature.It is a kind of
It is basic database, includes the highest data of degree of share, be the basis of platform application system, such as electronic chart data base, ship
Oceangoing ship document data base etc. requires have completeness check when this kind of data loading;One kind is service database, dynamic with higher
Property, it is used by special operation system, such as engine room monitoring database;In addition one kind is subject data base, for towards certain spy
Data acquisition system used in setting analysis demand, such as ship health status monitoring database, predominantly accident analysis, data mining
With decision Analysis service.
Data use Mysql, and document data bank uses FastDfs.Server environment uses VRRP agreement, and principle is to make
It is serviced with virtual IP address, in service process, master server binds virtual address first, and according to the pact of VRRP agreement
Fixed, into group, multicast address carries out heartbeat broadcast, and when master server does not have heartbeat signal, slaver server can be autonomous
Adapter tube virtual address simultaneously carries out heartbeat broadcast.After the reparation of master server is again online, slaver can be used as according to strategy
Server notifies existing slaver server to exit master role automatically, takes over again.
(5) ship-to-shore data are synchronous
The main function of synchronizing software is exactly to generate data packet according to service logic root and certain rule, then by data
Packet is packaged into mail, is sent mail by mail server;It can be according to relevant simultaneously for the mail received
Rule is parsed, and the operation such as program upgrading or data update is executed according to the type of data packet, to realize ship-to-shore data
Synchronous and ship end system remote upgrade target.Ship-to-shore synchronize be divided into ship to shore synchronization it is synchronous with shore to ship.
Ship to shore is synchronous: by the logging data of ship end, forming data packet, is sent to bank end, is received by bank end, after reception
Reason.
Shore to ship is synchronous: by the logging data of bank end or release upgrade packet, being sent to ship end, is received by ship end, after reception
Reason, and automatically send back to and hold information and give bank end.
Through analysis it is found that the both sides that ship-to-shore synchronizes can be abstracted as transmitting terminal and receiving end, transmitting terminal is mainly used for basis
Rule finds out synchronous data, generates data APMB package, then creates new mail and sends;Receiving end, which is mainly used for receiving, to be sent
The mail sended over is held, and then parses mail, and execute different simultaneously operating according to type of data packet.
Due to ship-to-shore communication be it is two-way, during ship-to-shore is synchronous, sender and recipient are opposite.Cause
This is in the design process of synchronizing software, it is necessary to consider following problem:
(1) synchronizing software for being deployed in ship end or bank end must be provided simultaneously with the dual function of transmitting terminal and receiving end;
It (2) is to prevent the synchronous packet loss problem as caused by network problem, it is necessary to establish synchronous package retransmission mechanism;
(3) for monitoring and judge synchronous package receive and execute state, it is necessary to establish synchronous package return receipts mechanism;
It (4) is that data update wrong problem caused by preventing synchronous package reception sequence entanglement, it is necessary to establish synchronous package
Timing mechanism;
(5) safety of data is considered, it is necessary to add corresponding data encryption feature;
(6) in order to effectively reflect the execution state of synchronous package, it is necessary to there is synchronous package management function;
(7) in order to guarantee communication quality, it is necessary to control the size of synchronous documents;
(8) in order to guarantee the parsing of normal data, it is necessary to define the format and type of synchronous package;
(9) it is deployed in the synchronizing software at ship end and bank end, it is necessary to support configurable mode that parameter is set;
(10) synchronizing software must support the synchronization of data and the remote upgrade of ship end application program, data packet and upgrade package
Requirement is sent and received to handle using unified mode.
Exploitation is extended to Outlook using VSTO, Outlook Mail Clients can be used to complete the transmitting-receiving of mail
And management, and it is able to achieve customized extension demand, customized development realizes automatically parsing and executing for mail synchronization packet, thus
Achieve the purpose that ship-to-shore is synchronous.It mainly include system configuration component, Data Access Components, synchronous package formation component, mail treatment
The core components such as component, synchronous package management assembly, synchronous executive module also comprise data extraction, file extracts, file sequence
The supporting assemblies such as generator, encryption and decryption, Compress softwares, first floor system access.
The basic principles, main features and advantages of the present invention have been shown and described above.The technology of the industry
Personnel are it should be appreciated that the present invention is not limited to the above embodiments, and the above embodiments and description only describe this
The principle of invention, various changes and improvements may be made to the invention without departing from the spirit and scope of the present invention, these changes
Change and improvement all fall within the protetion scope of the claimed invention.The claimed scope of the invention by appended claims and its
Equivalent defines.
Claims (4)
1. intelligent integrated plateform system, is made of hardware components and software section, it is characterised in that:
The hardware components include application server and database server, and the application server and database server are constituted
Integrated platform server;
The software section includes that data acquisition is synchronous with pretreatment, data storage, offer data service and ship-to-shore data;
The data acquisition and pretreatment refer to through critical system in various types of communication interface standard adapter acquisition vessels
With the data of equipment, and data validation verification is carried out to collected data, while according to the requirement of data format to data
Processing and conversion appropriate are carried out, the described communication interface standard adapter includes Modbus agreement, File Transfer Protocol and database
ODBC agreement;
The data storage includes the storage to structural data and unstructured data;
The offer data service, which refers to, to be provided by WebService or ODBC interface protocol adapter for intelligent use system
Required data, the described intelligent use system include intelligence navigation, intelligent cabin and intelligent efficiency system;
The ship-to-shore data, which synchronize, to be referred to and is extended exploitation to Outlook using VSTO, and the automatic solution of mail synchronization packet is utilized
The synchronization of ship-to-shore data and ship end system remote upgrade are realized in analysis and execution.
2. intelligent integrated plateform system as described in claim 1, which is characterized in that the storage of the structural data is using pass
It is the storage mode of type database, the storage of the unstructured data uses distributed document storage mode;
The relevant database uses MySQL database;
The distributed document storage mode uses FastDFS distributed file system.
3. intelligent integrated plateform system as described in claim 1, which is characterized in that the critical system and equipment include cabin
Monitor and alarm system, ship performance monitor system, shafting oil liquid on-line monitoring system, shafting vibration on-line monitoring system, intelligence
Navigation system and safe load calculator;
The Monitor and Alarm System for Ship Engine Room acquires data by Modbus adapter;
The ship performance monitoring system acquires data by Modbus adapter;
The shafting oil liquid on-line monitoring system acquires data by ODBC adapter;
The shafting vibration on-line monitoring system acquires data by FTP adapter;
The intelligence navigation system and safe load calculator pass through FTP adapter acquisition data.
4. intelligent integrated plateform system as described in claim 1, which is characterized in that the intelligence navigation system passes through integrated flat
Data needed for the web Service interface that platform provides obtains;
Data needed for the intelligence nacelle system is obtained by the ODBC interface that integrated platform provides;
Data needed for the intelligence efficiency system is obtained by the web Service interface that integrated platform provides.
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Publication number | Priority date | Publication date | Assignee | Title |
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CN110597681A (en) * | 2019-04-26 | 2019-12-20 | 贵州广思信息网络有限公司 | Server hardware monitoring system |
CN111083128A (en) * | 2019-12-06 | 2020-04-28 | 北京海兰信数据科技股份有限公司 | Ship data processing method, device and equipment |
CN111427939A (en) * | 2020-03-23 | 2020-07-17 | 上海船舶研究设计院(中国船舶工业集团公司第六0四研究院) | Data distribution method, device and system for intelligent ship |
CN112101589A (en) * | 2020-09-07 | 2020-12-18 | 中国人民解放军海军工程大学 | Ship remote technical support system based on cloud computing |
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