CN109857732A - A kind of industry internet platform monitoring data transmission switching method and system - Google Patents
A kind of industry internet platform monitoring data transmission switching method and system Download PDFInfo
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Abstract
The present invention provides a kind of industry internet platform monitoring data transmission switching method and systems, comprising: the operation data of acquisition equipment in real time, and edge data processing is carried out, treated, and data are uploaded to enterprise management platform；Enterprise management platform is monitored the production run state in workshop, while being uploaded to industry internet platform, carries out tidal data recovering and analysis；Identified by identity and encryption technology, data of the realization from industry internet platform to monitoring platform are transmitted；Monitoring platform after receiving the data, carries out data processing, and data after treatment are carried out data modeling and analysis.The present invention realizes the acquisition of multiple data sources isomeric data, pass through the setting of data conversion standard, guarantee normalization, opening, the sharing of monitoring platform data, in favor of the modeling and analysis of data, solve the problems, such as that industrial data can not carry out data sharing in the prior art, it realizes data sharing, improves information resources utilization rate.
Description
Technical field
The present invention relates to industry internet technical field, especially a kind of industry internet platform monitoring data transmission exchange
Method and system.
Background technique
Industry internet realizes manufacture raw material by the network interconnection of industrial resources, data interchange and interoperability of system
Flexible configuration, manufacturing process it is on-demand execute, the reasonably optimizing of manufacturing process and manufacturing environment rapidly adapt to, to reach money
The efficient utilization in source constructs intelligentized new industrial system.
In industry internet, the data of various industry internet platforms, since data source dispersion, data structure are more
Sample, data protocol are different, can not carry out data monitoring and share, cause industrial information utilization of resources rate low, therefore, are badly in need of
The convergence of these mass datas is got up to be monitored analysis by a kind of industry internet platform monitoring data transmission switching method, with
Solve the problems, such as that information resources utilization rate is low.
Summary of the invention
The object of the present invention is to provide a kind of industry internet platform monitoring data transmission switching method and systems, it is intended to solve
The problem of certainly industrial data can not carry out data sharing in the prior art realizes data sharing, improves information resources utilization rate.
To reach above-mentioned technical purpose, the present invention provides a kind of industry internet platform monitoring data to transmit exchange side
Method, the method includes following operations:
The operation data of S1, in real time acquisition equipment, and edge data processing is carried out, data that treated are uploaded to enterprise's pipe
Platform；
S2, enterprise management platform are monitored the production run state in workshop, while it is flat to be uploaded to industry internet
Platform carries out tidal data recovering and analysis；
S3, by identity identify and encryption technology, realize from data from industry internet platform to monitoring platform transmission；
S4, monitoring platform after receiving the data, carry out data processing, including data pick-up, data cleansing, data conversion,
Data load, and data after treatment are subjected to data modeling and analysis.
Preferably, the data cleansing includes that the data of extraction are examined, filtered and verified, removal noise data,
It deletes duplicate message, correct mistake, safeguard the consistency of data.
Preferably, the data conversion includes that data format specificationsization and data are split；
The data format specifications include the constraint definition of field format；
It includes carrying out visualization fractionation to data by load data model that the data, which are split, and visualization is split rule
Then with the processing of canonical content linkage, canonical content is automatically generated, rationally perfect data is defined and splits scheme, retain significant figure
According to item；
Data after fractionation are subjected to data combination, monitoring investigation logic is formed, passes through the data calculating side that can customize
Case, generate resolver data are converted, are translated, are polymerize, statistical operation, integrate multi-source heterogeneous data.
Preferably, the data load is specially that the data processed are loaded into data warehouse, the data warehouse
For any one in real-time data base, relational database, NoSQL database.
Preferably, the data modeling and analysis be specially according to actual element and operation flow, equipment Internet of Things data,
On the basis of production management process data, external interconnections network data, building mathematic for business portrait, combined data analysis provides data
It is open to monitor report, visualization, data analysis tool and data.
The present invention also provides a kind of industry internet platform monitoring data transmission exchange system, the system comprises:
Data acquisition module for acquiring the operation data of equipment in real time, and carries out edge data processing, and treated counts
According to being uploaded to enterprise management platform；
Tidal data recovering analysis module is monitored the production run state in workshop for enterprise management platform, simultaneously
It is uploaded to industry internet platform, carries out tidal data recovering and analysis；
Data transmission module, for realizing flat from industry internet platform to monitoring by identity identification and encryption technology
The data of platform are transmitted；
Data processing module after receiving the data for monitoring platform carries out data processing, including data pick-up, cleaning
Conversion, data load, and data after treatment are subjected to data modeling and analysis.
Preferably, the data processing module includes:
Data pick-up unit, for extracting the isomeric data of dispersion；
Data cleansing unit, for being examined, being filtered and being verified the isomeric data of extraction；
Date Conversion Unit integrates multi-source for converting by data format specificationsization and data fractionation to data
Isomeric data；
Data loading unit, for the data processed to be loaded into data warehouse；
Modeling analysis unit, for being modeled and being analyzed using industrial data.
Preferably, the data warehouse is real-time data base, relational database, any one in NoSQL database.
The effect provided in summary of the invention is only the effect of embodiment, rather than invents all whole effects, above-mentioned
A technical solution in technical solution have the following advantages that or the utility model has the advantages that
Compared with prior art, the present invention is handed over by using the universal data interface of independent development by unified data
Format is changed to realize the acquisition of multiple data sources isomeric data；It is transmitted from industry internet platform to the data of monitoring platform, is
Prevent the personation of the unauthorized main body of communicating pair, the risks such as information is trapped, distorts, reusing are guaranteed using authentication techniques
The authenticity of communicating pair identity；Cryptographic technique is used in data acquisition, it is ensured that the integrality and secret of data transmission
Property；Additionally by the setting of data conversion standard, data element format specificationization and data are split etc., data normalization realizes word
The constraint definition of paragraph format, data, which are split, realizes data modularization, guarantees the normalization of monitoring platform data, opening, shares
Property, in favor of the modeling and analysis of data.The present invention, which solves industrial data in the prior art, can not carry out asking for data sharing
Topic realizes data sharing, improves information resources utilization rate.
Detailed description of the invention
Fig. 1 is a kind of industry internet platform monitoring data transmission switching method process provided in the embodiment of the present invention
Figure；
Fig. 2 is a kind of industry internet monitoring logical schematic provided in the embodiment of the present invention；
Fig. 3 flows to schematic diagram for a kind of industry internet monitoring data provided in the embodiment of the present invention；
Fig. 4 is a kind of industry internet monitoring platform functional schematic provided in the embodiment of the present invention.
Specific embodiment
In order to clearly illustrate the technical characterstic of this programme, below by specific embodiment, and its attached drawing is combined, to this
Invention is described in detail.Following disclosure provides many different embodiments or example is used to realize different knots of the invention
Structure.In order to simplify disclosure of the invention, hereinafter the component of specific examples and setting are described.In addition, the present invention can be with
Repeat reference numerals and/or letter in different examples.This repetition is that for purposes of simplicity and clarity, itself is not indicated
Relationship between various embodiments and/or setting is discussed.It should be noted that illustrated component is not necessarily to scale in the accompanying drawings
It draws.Present invention omits the descriptions to known assemblies and treatment technology and process to avoid the present invention is unnecessarily limiting.
It is provided for the embodiments of the invention a kind of industry internet platform monitoring data transmission exchange with reference to the accompanying drawing
Method and system are described in detail.
As shown in Figure 1, the embodiment of the invention discloses a kind of industry internet platform monitoring data transmission switching method, institute
The method of stating includes following operation:
The operation data of S1, in real time acquisition equipment, and edge data processing is carried out, data that treated are uploaded to enterprise's pipe
Platform；
S2, enterprise management platform are monitored the production run state in workshop, while it is flat to be uploaded to industry internet
Platform carries out tidal data recovering and analysis；
S3, by identity identify and encryption technology, realize from data from industry internet platform to monitoring platform transmission；
S4, monitoring platform after receiving the data, carry out data processing, including data pick-up, data cleansing, data conversion,
Data load, and data after treatment are subjected to data modeling and analysis.
Industrial data covers the Life cycle of industrial whole process and product, and it includes field device that data, which produce layer,
Data, production management data and external data.Field equipment data derives from industrial production line equipment, machine, product etc.
Data, production management data refer to the data generated in information management system, as research and development technology data, production process data,
Supply chain data etc., external data mainly include the information of the external environments such as market, client, logistics from internet.At present
In device data acquisition field, a variety of industrial protocol standards are simultaneously deposited, various industrial protocol standard disunities, incompatible, are caused
Protocol analysis, Data Format Transform and data interconnect difficulty.
As shown in Figure 2,3, industry internet monitoring is divided into four layers by the embodiment of the present invention, respectively industrial equipment layer,
Enterprise management level, industry internet platform and monitoring platform are based on edge calculations, acquire the operation data of equipment in real time, and
Edge data processing is carried out, treated, and data are uploaded to enterprise management platform, supervise to the production run state in workshop
It surveys, meanwhile, these data are uploaded to industry internet platform, carry out tidal data recovering and analysis.
To realize the data transmission from industry internet platform to monitoring platform, to prevent the unauthorized main body of communicating pair
Personation, information such as are trapped, distort, reusing at the risks, using the authenticity of authentication techniques guarantee communicating pair identity；Together
When, ensure the integrality and confidentiality of data transmission using cryptographic technique, monitoring platform is to receive authorization industry internet flat
It after the encryption data that platform is sent, is decrypted, storage is arranged, by monitoring data in industry internet platform and monitoring platform
Between transmission exchange, it is ensured that the consistency of data exchange realizes a variety of data using the universal data interface of independent research
The acquisition of source isomeric data.
As shown in figure 4, monitoring platform is after receiving the data, data processing, including data pick-up, data cleansing, number are carried out
According to conversion, data load.Dispersion, isomeric data etc. are mainly drawn into data cleansing module by data pick-up, clear using data
It washes and the data of extraction is examined, filtered and verified, it is intended to remove noise data, delete duplicate message, correct mistake, and tie up
Protect the consistency of data.Data conversion mainly includes data format specificationsization and data fractionation etc., and data normalization realizes field
The constraint definition of format, in favor of the modeling and analysis of data；Data are split through load data model, are carried out to data visual
Change and split, visualization is split into rule and is handled with canonical content linkage, canonical content is automatically generated, defines rationally perfect number
According to the scheme of fractionation, retain effective data item.After data fractionation, data splitting forms monitoring investigation logic, by flexibly can be from
The data numerical procedure of definition, generate resolver data are converted, are translated, are polymerize, statistical operation, realize the number of multi-angle
According to parsing, multi-level, multi-level, various data integrations, association, processing are completed, these multi-source heterogeneous numbers are effectively integrated
According to.Data load is that the data that will have been processed are loaded into data warehouse, huge due to being loaded into Data Warehouse amount
It greatly, and include structuring, semi-structured and unstructured data, traditional relationship type SQL database is difficult to meet big data
Storage and management by real-time data base, relational database, NoSQL database, can realize storage and the pipe of industrial big data
Reason.
Monitoring platform is modeled and is analyzed using the monitoring data received, and data modeling is according to actual element and industry
Process of being engaged in constructs enterprise on the basis of the related datas such as equipment Internet of Things data, production management process data, external the Internet
Number portrait, and combined data analysis provides such as data monitoring report, visualization, data analysis tool and data open function
Energy.
Result based on data modeling and analysis is, it can be achieved that information is checked in the monitoring for excavating potentially useful, for all kinds of decisions
Important reference value is provided；The evaluation to industry-level industry internet platform service quality can be achieved, using " publish/subscribe "
The exchange that mode carries out data is shared, and useful data is applied to the increment link in industry, to create value.
The embodiment of the present invention by using independent development universal data interface, by unified data interchange format come real
The acquisition of existing multiple data sources isomeric data；It is transmitted from industry internet platform to the data of monitoring platform, to prevent communication double
The personation of the unauthorized main body in side, information such as is trapped, distorts, reusing at the risks, using authentication techniques guarantee communicating pair body
The authenticity of part；Cryptographic technique is used in data acquisition, it is ensured that the integrality and confidentiality of data transmission；Additionally by
The setting of data conversion standard, data element format specificationization and data are split etc., data normalization realizes the pact of field format
Shu Dingyi, data, which are split, realizes data modularization, guarantees normalization, opening, the sharing of monitoring platform data, in favor of number
According to modeling and analysis.
The embodiment of the invention also discloses a kind of industry internet platform monitoring data transmission exchange system, the system packets
It includes:
Data acquisition module for acquiring the operation data of equipment in real time, and carries out edge data processing, and treated counts
According to being uploaded to enterprise management platform；
Tidal data recovering analysis module is monitored the production run state in workshop for enterprise management platform, simultaneously
It is uploaded to industry internet platform, carries out tidal data recovering and analysis；
Data transmission module, for realizing flat from industry internet platform to monitoring by identity identification and encryption technology
The data of platform are transmitted；
Data processing module after receiving the data for monitoring platform carries out data processing, including data pick-up, cleaning
Conversion, data load, and data after treatment are subjected to data modeling and analysis.
The data processing module includes:
Data pick-up unit, for extracting the isomeric data of dispersion；
Data cleansing unit, for being examined, being filtered and being verified the isomeric data of extraction；Using data cleansing to pumping
The data taken are examined, filtered and are verified, it is intended to be removed noise data, be deleted duplicate message, correct mistake, and safeguard data
Consistency；
Date Conversion Unit integrates multi-source for converting by data format specificationsization and data fractionation to data
Isomeric data；Data conversion mainly includes data format specificationsization and data fractionation etc., and data normalization realizes field format
Constraint definition, in favor of the modeling and analysis of data；Data are split through load data model, are carried out visualization to data and are torn open
Point, visualization is split into rule and is handled with canonical content linkage, canonical content is automatically generated, rationally perfect data is defined and tears open
Offshoot program retains effective data item.After data fractionation, data splitting forms monitoring investigation logic, by flexibly can customize
Data numerical procedure, generate resolver data are converted, are translated, are polymerize, statistical operation, realize the data solution of multi-angle
Analysis completes multi-level, multi-level, various data integrations, association, processing, effectively integrates these multi-source heterogeneous data；
Data loading unit, for the data processed to be loaded into data warehouse；The data warehouse is to count in real time
According to any one in library, relational database, NoSQL database；
Modeling analysis unit, for being modeled and being analyzed using industrial data；Monitoring platform utilizes the monitoring received
Data are modeled and are analyzed, and data modeling is according to actual element and operation flow, in equipment Internet of Things data, production and operation
On the basis of the related datas such as number of passes evidence, external the Internet, building mathematic for business portrait, and combined data analysis offer is all in full
According to monitoring report, visualization, data analysis tool and the open function of data.
Result based on data modeling and analysis is, it can be achieved that information is checked in the monitoring for excavating potentially useful, for all kinds of decisions
Important reference value is provided；The evaluation to industry-level industry internet platform service quality can be achieved, using " publish/subscribe "
The exchange that mode carries out data is shared, and useful data is applied to the increment link in industry, to create value.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Made any modifications, equivalent replacements, and improvements etc., should all be included in the protection scope of the present invention within mind and principle.
Claims (8)
1. a kind of industry internet platform monitoring data transmission switching method, which is characterized in that the method includes following operations:
The operation data of S1, in real time acquisition equipment, and edge data processing is carried out, it is flat that data that treated are uploaded to business administration
Platform；
S2, enterprise management platform are monitored the production run state in workshop, while being uploaded to industry internet platform, into
Row tidal data recovering and analysis；
S3, by identity identify and encryption technology, realize from data from industry internet platform to monitoring platform transmission；
S4, monitoring platform after receiving the data, carry out data processing, including data pick-up, data cleansing, data conversion, data
Load, and data after treatment are subjected to data modeling and analysis.
2. a kind of industry internet platform monitoring data transmission switching method according to claim 1, which is characterized in that institute
Stating data cleansing includes that the data of extraction are examined, filtered and verified, and removal noise data deletes duplicate message, corrects
Mistake safeguards the consistency of data.
3. a kind of industry internet platform monitoring data transmission switching method according to claim 1, which is characterized in that institute
Stating data conversion includes that data format specificationsization and data are split；
The data format specifications include the constraint definition of field format；
It includes carrying out visualization fractionation to data by load data model that the data, which are split, will visualization split rule with
The processing of canonical content linkage, automatically generates canonical content, defines rationally perfect data and splits scheme, retains valid data
?；
Data after fractionation are subjected to data combination, form monitoring investigation logic, it is raw by the data numerical procedure that can customize
Data are converted at resolver, translates, polymerize, statistical operation, integrate multi-source heterogeneous data.
4. a kind of industry internet platform monitoring data transmission switching method according to claim 1, which is characterized in that institute
Stating data load is specially that the data processed are loaded into data warehouse, and the data warehouse is real-time data base, relationship
Any one in database, NoSQL database.
5. a kind of industry internet platform monitoring data transmission switching method according to any one of claims 1-4,
It is characterized in that, the data modeling and analysis are specially according to actual element and operation flow, in equipment Internet of Things data, production warp
It seeks on the basis of process data, external interconnections network data, building mathematic for business portrait, combined data analysis provides data monitoring report
Table, visualization, data analysis tool and data are open.
6. a kind of industry internet platform monitoring data transmission exchange system, which is characterized in that the system comprises:
Data acquisition module for acquiring the operation data of equipment in real time, and carries out edge data processing, in data that treated
Reach enterprise management platform；
Tidal data recovering analysis module is monitored the production run state in workshop for enterprise management platform, uploads simultaneously
To industry internet platform, tidal data recovering and analysis are carried out；
Data transmission module, for being identified by identity and encryption technology, realization is from industry internet platform to monitoring platform
Data transmission；
Data processing module, for monitoring platform after receiving the data, carry out data processing, including data pick-up, cleaning conversion,
Data load, and data after treatment are subjected to data modeling and analysis.
7. a kind of industry internet platform monitoring data transmission exchange system according to claim 6, which is characterized in that institute
Stating data processing module includes:
Data pick-up unit, for extracting the isomeric data of dispersion；
Data cleansing unit, for being examined, being filtered and being verified the isomeric data of extraction；
Date Conversion Unit is integrated multi-source heterogeneous for being converted by data format specificationsization and data fractionation to data
Data；
Data loading unit, for the data processed to be loaded into data warehouse；
Modeling analysis unit, for being modeled and being analyzed using industrial data.
8. a kind of industry internet platform monitoring data transmission exchange system according to claim 7, which is characterized in that institute
Data warehouse is stated as any one in real-time data base, relational database, NoSQL database.
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| CN111708667A (en) * | 2020-05-29 | 2020-09-25 | 北京赛博云睿智能科技有限公司 | Business edge calculation method and system |
| CN111966735A (en) * | 2020-07-22 | 2020-11-20 | 山东高速信息工程有限公司 | NIFI-based micro-service data interaction method and system |
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| CN111683079A (en) * | 2020-06-03 | 2020-09-18 | 贵州航天云网科技有限公司 | Industrial control data secure transmission method based on data encryption |
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| CN112507275A (en) * | 2020-12-17 | 2021-03-16 | 吴张建 | Industrial big data internet ecological platform |
| CN112866364A (en) * | 2021-01-07 | 2021-05-28 | 中国重型机械研究院股份公司 | Industrial internet cloud platform |
| CN113225221A (en) * | 2021-04-07 | 2021-08-06 | 杭州玖欣物联科技有限公司 | Effective data quality management method for industrial internet industry |
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| CN114500324B (en) * | 2022-01-24 | 2023-08-18 | 国家工业信息安全发展研究中心 | Integrated access system for industrial Internet simulation test bed |
| CN115003067A (en) * | 2022-04-20 | 2022-09-02 | 国网综合能源服务集团有限公司 | Industrial Internet data acquisition service system and service method |
| CN115003067B (en) * | 2022-04-20 | 2023-08-11 | 国网综合能源服务集团有限公司 | Industrial Internet data acquisition service system and service method |
| CN116821104A (en) * | 2022-08-18 | 2023-09-29 | 南通泽烁信息科技有限公司 | Industrial Internet data processing method and system based on big data |
| CN116703024A (en) * | 2023-04-27 | 2023-09-05 | 中国安全生产科学研究院 | Coal industry enterprise production situation analysis system based on electric power big data |
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Application publication date: 20190607 |