CN107480208A - Multi-source electric power data method for amalgamation processing and device - Google Patents
Multi-source electric power data method for amalgamation processing and device Download PDFInfo
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- CN107480208A CN107480208A CN201710618593.1A CN201710618593A CN107480208A CN 107480208 A CN107480208 A CN 107480208A CN 201710618593 A CN201710618593 A CN 201710618593A CN 107480208 A CN107480208 A CN 107480208A
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- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
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Abstract
The present invention relates to a kind of multi-source electric power data method for amalgamation processing and device.Above-mentioned multi-source electric power data method for amalgamation processing includes：By obtaining electric power data to be fused for default external harmoniousness interface in each data source systems；The electric power data is loaded onto electric power data fusion treatment and analysis application system, in the relational database management system described showing table demand information and showing the logical relation between field demand information for user's input, the object tag rule according to corresponding to the electric power data generates the logical relation；Fusion treatment is carried out to the electric power data according to the object tag rule.Multi-source electric power data method for amalgamation processing and device provided by the invention, fusion treatment can be carried out to the electric power data obtained from each data source systems according to corresponding object tag rule, it is effective to simplify the process that fusion treatment is carried out to electric power data, improve corresponding treatment effeciency.
Description
Technical field
The present invention relates to signal processing technology field, more particularly to a kind of multi-source electric power data method for amalgamation processing and dress
Put.
Background technology
With the rapid development of information technology, power system various information system and its application build it is in distribution,
On isomery or autonomous database, there is larger difference in its system architecture, data structure, query language etc., and user is difficult
Multiple data sources are directly integrated into by data mapping by unified data pattern and inquiry mode and carry out statistical analysis.
The technology that current power system does fusion treatment to multi-source electric power data therein mainly includes：Based on ETL (data
REPOSITORY TECHNOLOGY) multi-source data processing and based on service multi-source data processing.The former requires high to data explicit requirement degree；Afterwards
Although person is not imposed in data set physically, need to keep the distribution status of business data, the data of each system are passed through
Interface is packaged into service, and unified data, services are provided by ESB, realizes the integration of data logically, this
Combing of the technology to type service requires high, and translative mode is also complex.Above-mentioned traditional multi-source electric power data merges
Treatment technology is required to first explicit data demand, then carries out exploitation customization, there is provided corresponding to use, the process of fusion treatment is extremely
It is complicated.
The content of the invention
Based on this, it is necessary to do the extremely complex technology of the process of fusion treatment to multi-source electric power data for traditional scheme
Problem, there is provided a kind of multi-source electric power data method for amalgamation processing and device.
A kind of multi-source electric power data method for amalgamation processing, comprises the following steps：
By obtaining electric power data to be fused for default external harmoniousness interface in each data source systems；
The electric power data is loaded onto electric power data fusion treatment and analysis application system, in the relation data depositary management
What reason System describe user inputted shows table demand information and shows the logical relation between field demand information, according to the electricity
Force data generates object tag rule corresponding to the logical relation；Wherein, the relational database management system is the electricity
The storage management software of force data fusion treatment and analysis application system；
Fusion treatment is carried out to the electric power data according to the object tag rule.
A kind of multi-source electric power data fusion treatment device, including：
Acquisition module, for by obtaining electricity to be fused for default external harmoniousness interface in each data source systems
Force data；
Generation module, for the electric power data to be loaded onto into electric power data fusion treatment and analysis application system, in institute
State relational database management system and describe showing table demand information and showing the logic between field demand information for user's input
Relation, the object tag rule according to corresponding to the electric power data generates the logical relation；Wherein, the relation data depositary management
Reason system is the storage management software of the electric power data fusion treatment and analysis application system；
Fusion treatment module, for carrying out fusion treatment to the electric power data according to the object tag rule.
Above-mentioned multi-source electric power data method for amalgamation processing and device, can be by for default in each data source systems
External harmoniousness interface obtains electric power data to be fused, above-mentioned electric power data is uploaded into relational database management system, in institute
State relational database management system and describe showing table demand information and showing the logic between field demand information for user's input
Relation, the object tag rule according to corresponding to the electric power data generates the logical relation, to be advised according to the object tag
Fusion treatment then is carried out to the electric power data, the process that fusion treatment is carried out to electric power data is effectively simplified, improves
Corresponding treatment effeciency.
A kind of computer-readable recording medium, is stored thereon with computer program, and the computer program is executed by processor
Shi Shixian multi-source electric power data method for amalgamation processing as described above.
The computer program stored on above computer readable storage medium storing program for executing, as above institute can be realized when being executed by processor
The multi-source electric power data method for amalgamation processing stated, the process that fusion treatment is carried out to electric power data can be simplified, improved at fusion
The efficiency of reason.
A kind of computer equipment, including memory, processor and storage can be run on a memory and on a processor
Computer program, multi-source electric power data method for amalgamation processing as described above is realized during the computing device described program.
It can realize that multi-source electric power data as described above melts in above computer equipment, during computing device described program
Processing method is closed, effectively increases corresponding fusion treatment efficiency.
Brief description of the drawings
Fig. 1 is the multi-source electric power data method for amalgamation processing flow chart of one embodiment；
Fig. 2 is the analytic set rule base code structure schematic diagram of one embodiment；
Fig. 3 is the computer architecture schematic diagram of one embodiment；
Fig. 4 is the multi-source electric power data fusion treatment apparatus structure schematic diagram of one embodiment；
Fig. 5 is the computer equipment structural representation of one embodiment.
Embodiment
The embodiment of the multi-source electric power data method for amalgamation processing to the present invention and device is made below in conjunction with the accompanying drawings
It is described in detail.
With reference to figure 1, Fig. 1 show the multi-source electric power data method for amalgamation processing flow chart of one embodiment, including as follows
Step：
S10, by obtaining electric power data to be fused for default external harmoniousness interface in each data source systems；
Above-mentioned data source systems can include generation or store the electric power management system of electric power data to be fused, can be with
Including Electric Power Marketing System, electric power generation system and/or metering automation system etc..Above-mentioned each data source system can be directed to
System sets external harmoniousness interface respectively, to be attached to it, and obtains required electric power data.
S20, the electric power data is loaded onto electric power data fusion treatment and analysis application system, in the relation data
Base management system describes showing table demand information and showing the logical relation between field demand information for user's input, according to institute
State electric power data and generate object tag rule corresponding to the logical relation；Wherein, the relational database management system is institute
State the storage management software of electric power data fusion treatment and analysis application system；
Setting storage software (RDBM Relational Data Base Management system inside above-mentioned electric power data fusion treatment and analysis application system
System) data base management systems such as Oracle or MySQL can be included, it can be carried out accordingly to inputting Various types of data therein
Identification, the operation such as processing.RDBM Relational Data Base Management system can show electric power data table and correlation using database table structure therein
Field information；User can show table demand information to relational database management system input by its inputting interface and show word
Section demand information, relational database management system using JSON syntactic descriptions it is above-mentioned show table demand information and show field demand
Logical relation between information, according to object tag rule corresponding to electric power data table and relevant field information generation logical relation
Then, above-mentioned object tag rule can be JSON rules.
S30, fusion treatment is carried out to the electric power data according to the object tag rule.
Object tag rule can be first stored in dependency rule storehouse by above-mentioned steps, read the knot of user's input
When fruit checks instruction, the object tag rule is obtained from the rule base, realizes and fusion treatment is carried out to electric power data.Specifically
Object tag rule parsing can be SQL (SQL) sentence of standard etc. by ground, relational database management system
Structured query sentence, perform and by data feedback to user；The above-mentioned process for feeding back to user can melt including electric power data
Show process after conjunction, to carrying out column diagram, line chart, cake from the electric power data that each data source systems obtain in data fusion
The individuation data such as figure, bar chart, area-graph and/or scatter diagram figure is shown.
The multi-source electric power data method for amalgamation processing that the present embodiment provides, can be by for pre- in each data source systems
If external harmoniousness interface obtain electric power data to be fused, above-mentioned electric power data is uploaded to relational database management system,
In the relational database management system described showing table demand information and showing between field demand information for user's input
Logical relation, the object tag rule according to corresponding to the electric power data generates the logical relation, with according to the object mark
Note rule carries out fusion treatment to the electric power data, effectively simplifies the process that fusion treatment is carried out to electric power data, carries
High corresponding treatment effeciency.
In one embodiment, the above-mentioned mistake for carrying out fusion treatment to the electric power data according to the object tag rule
Journey can include：
It is structured query sentence by the object tag rule parsing, the data that the structured query sentence is carried
Feedback of the information is to user.
Said structure query statement can include SQL statement, and it is advanced deproceduring programming language, it is allowed to user
Worked in high level data structure.Said structure query statement does not require that user specifies the deposit method to data, is not required to yet
Want user to understand specific data location mode, the disparate databases system with entirely different fabric, phase can be used
With SQL as data input and the interface of management, can be nested, with great flexibility and powerful
Function.
As one embodiment, the above-mentioned data message for carrying the structured query sentence feeds back to the process of user
It can include：
Generate and show figure corresponding to the data message that the structured query sentence carries, shown in user's display interface
It is described to show figure.
Above-mentioned electric power data fusion treatment and analysis application system can set instruction input interface and user's display interface.
It can be read the table demand information that shows that the user that user inputs inputs by instruction input interface and believed with field demand is showed
Breath, it will show that what it was generated shows figure by user's display interface.Electric power data fusion treatment and analysis application system
Storage management software is relational database management system.
As one embodiment, the above-mentioned figure that shows can include column diagram, line chart, pie chart, bar chart, area-graph
And/or scatter diagram.
What the present embodiment may further ensure that the electric power data after fusion treatment shows effect.
In one embodiment, above-mentioned by the object tag rule parsing is structured query sentence, by the structure
Change the data message that query statement carries to feed back to before the process of user, can also include：
The object tag rule is stored in rule base；
When the result for reading user's input checks instruction, the object tag rule is obtained from the rule base.
Above-mentioned rule base can be the rule base pre-set for object tag rule.Relational database management system can
Instruction is checked to read the result for user's input that user inputs by instruction input interface, is reading the result of user's input
When checking instruction, object tag rule is obtained from the rule base, such as JSON rules, by above-mentioned object tag rule parsing
For the structured query sentence of standard, perform and data are passed through into shape figure, line chart, pie chart, bar chart, area-graph, scatter diagram
Form Deng individuation data figure feeds back to user.
In one embodiment, wait to melt above by obtaining for default external harmoniousness interface in each data source systems
Before the process of the electric power data of conjunction, it can also include：
Data source list is built according to the data source systems of processing to be fused；
For each data source systems of data source list record, external harmoniousness interface is set respectively.
The data source systems that the present embodiment treats fusion treatment by building data source list are managed, and it can be deposited
Data source account information, while in database table structure management, every table provides data source identification, establishes data source list and Ku Biao
Incidence relation between structure.Above-mentioned data source systems can include Electric Power Marketing System, production system, metering automation system
Deng.For each data source systems of data source list record, external harmoniousness interface is set respectively, it is above-mentioned for connecting
Each data source systems and the data for obtaining needs.
In one embodiment, wait to melt above by obtaining for default external harmoniousness interface in each data source systems
After the process of the electric power data of conjunction, it can also include：
Temporary memory space is set, the electric power data is stored to the temporary memory space；
The electric power data that the temporary memory space stores is uploaded to relational database management system.
Above-mentioned temporary memory space can be used for being used to store or interim storage electric power data and relevant statistics, to protect
The integrality of data needed for card.So as to later use relational database management system, such as：Oracle, MySQL etc., are realized to electricity
The storage of force data and Various types of data processing operation.
In one embodiment, the process of above-mentioned multi-source electric power data fusion treatment can pass through the core of corresponding computer
Component realizes that above-mentioned core component is that multi-source data hierarchicabstract decomposition handles engine, and engine can include three parts：
(1) data self mapping management, there is provided a kind of user selects the processing interface of storehouse table and field；
(2) analytic set rule base, mapping model, the chief word bag of JSON descriptions are described by JSON syntax formats
Include：Data source, table code, row code, the explanation in Chinese of row field, function, data type, correlation inquiry condition etc..Analytic set
The code structure of rule base may be referred to shown in Fig. 2；
(3) grammar parser, by user-defined statistics mapping relations generation JSON descriptor formats, user checks number
During according to result, JSON can be resolved to the structured query sentence of standard.
The computer architecture for performing above-mentioned multi-source electric power data fusion treatment process may be referred to shown in Fig. 3, including with it is outer
The data interface adapter that portion's integrated interface is connected, represent layer, computation layer and the accumulation layer of the corresponding electric power data of fusion treatment.
All kinds of individuation data figure (such as column diagram, line chart, pie chart, the bars that above-mentioned represent layer can be used for after data fusion
Shape figure, area-graph, scatter diagram etc.).
Specifically, in above-mentioned computation layer, multi-source data hierarchicabstract decomposition processing engine can be carried out, this set engine can include
Database table structure management, data self mapping management, analytic set rule base and grammar parser.
Computation layer can establish database table structure registration management to multi-source electric power data, only register and attribute comes into force
Storehouse table just can be used.Concrete function can include：Data source control, Ku Biao and field information management, storehouse table relation management.May be used also
To establish a kind of multi-layer data mapping model to multi-source data, from bottom to top mapped by source table structure mapping, system level diagram,
User class View Mapping up of three layers.On mapping ruler, system level diagram is one-to-one mapping to source table structure；User class regards
Figure is many-one mapping, wherein user class View Mapping reusable to system level diagram.Storage is mapped to the data of foundation simultaneously
For regular collection (i.e. analytic set rule base) and rule parsing ability (i.e. grammar parser) is provided, dynamic and intelligent carries out pipe
Reason, realize the ability of User Defined data fusion rule.
The multi-source electric power data method for amalgamation processing that the present embodiment provides, by using computer technology, utilizes reasonable height
The multi-source data hierarchical fusion technique of effect so that the data of acquisition are more comprehensively complete, and then can be from multi-data source, different angle
Hiding knowledge and rule are excavated, and is showed by all kinds of individuation data charts, the decision-making for all kinds of business of enterprise provides
Support and service.
With reference to shown in figure 4, Fig. 4 is the multi-source electric power data fusion treatment apparatus structure schematic diagram of one embodiment, including：
Acquisition module 10, for be fused by being obtained for default external harmoniousness interface in each data source systems
Electric power data；
Generation module 20, for the electric power data to be loaded onto into electric power data fusion treatment and analysis application system,
The relational database management system describes showing table demand information and showing patrolling between field demand information for user's input
The relation of collecting, the object tag rule according to corresponding to the electric power data generates the logical relation；Wherein, the relational database
Management system is the storage management software of the electric power data fusion treatment and analysis application system；
Fusion treatment module 30, for carrying out fusion treatment to the electric power data according to the object tag rule
Multi-source electric power data fusion treatment device provided by the invention merges place with multi-source electric power data provided by the invention
Reason method corresponds, the technical characteristic illustrated in the embodiment of the multi-source electric power data method for amalgamation processing and its beneficial effect
Fruit suitable for the embodiment of multi-source electric power data fusion treatment device, hereby give notice that.
Based on example as described above, a kind of computer-readable recording medium is also provided in one embodiment, stored thereon
There is computer program, the computer program realizes multi-source electric power data fusion treatment side as described above when being executed by processor
Method.
One of ordinary skill in the art will appreciate that realize all or part of flow in above-described embodiment method, being can be with
The hardware of correlation is instructed to complete by computer program, described computer program can be stored in a non-volatile calculating
In machine read/write memory medium, in the embodiment of the present invention, the program can be stored in the storage medium of computer system, and by
At least one computing device in the computer system, to realize the flow for including the embodiment such as above-mentioned each method.Wherein,
Described storage medium can be magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random storage note
Recall body (Random Access Memory, RAM) etc..
Based on example as described above, with reference to shown in figure 5, the present invention also provides a kind of computer equipment 60, the computer
Equipment includes memory 61, processor 62 and is stored in the computer program that can be run on memory 62 and on processor 61,
The processor 61 realizes any one multi-source electric power data fusion treatment in each embodiment as described above when performing described program
Method.
Above computer equipment 60 can including computer etc. Intelligent treatment equipment.One of ordinary skill in the art will appreciate that
The computer program that memory 61 stores, it is corresponding with the description in above-mentioned multi-source electric power data method for amalgamation processing embodiment,
Processor 62 can also be used to perform other executable instructions that memory 61 is stored.
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality
Apply all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited
In contradiction, the scope that this specification is recorded all is considered to be.
Embodiment described above only expresses the several embodiments of the present invention, and its description is more specific and detailed, but simultaneously
Can not therefore it be construed as limiting the scope of the patent.It should be pointed out that come for one of ordinary skill in the art
Say, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the protection of the present invention
Scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of multi-source electric power data method for amalgamation processing, it is characterised in that comprise the following steps：
By obtaining electric power data to be fused for default external harmoniousness interface in each data source systems；
The electric power data is loaded onto electric power data fusion treatment and analysis application system, in the RDBM Relational Data Base Management system
What system description user inputted shows table demand information and shows the logical relation between field demand information, according to the electric power number
According to generating, object tag corresponding to the logical relation is regular；Wherein, the relational database management system is the electric power number
According to fusion treatment and the storage management software of analysis application system；
Fusion treatment is carried out to the electric power data according to the object tag rule.
2. multi-source electric power data method for amalgamation processing according to claim 1, it is characterised in that described according to the object
The process that marking convention carries out fusion treatment to the electric power data includes：
It is structured query sentence by the object tag rule parsing, the data message that the structured query sentence is carried
Feed back to user.
3. multi-source electric power data method for amalgamation processing according to claim 2, it is characterised in that described by the structuring
The process that the data message that query statement carries feeds back to user includes：
Generate and show figure corresponding to the data message that the structured query sentence carries, shown in user's display interface described in
Show figure.
4. multi-source electric power data method for amalgamation processing according to claim 3, it is characterised in that the figure that shows includes
Column diagram, line chart, pie chart, bar chart, area-graph and/or scatter diagram.
5. multi-source electric power data method for amalgamation processing according to claim 2, it is characterised in that described by the object mark
Note rule parsing is structured query sentence, and the data message that the structured query sentence carries is fed back to the process of user
Before, in addition to：
The object tag rule is stored in rule base；
When the result for reading user's input checks instruction, the object tag rule is obtained from the rule base.
6. the multi-source electric power data method for amalgamation processing according to any one of claim 1 to 5, it is characterised in that described logical
Cross for before default external harmoniousness interface obtains the process of electric power data to be fused in each data source systems, also wrapping
Include：
Data source list is built according to the data source systems of processing to be fused；
For each data source systems of data source list record, external harmoniousness interface is set respectively.
7. the multi-source electric power data method for amalgamation processing according to any one of claim 1 to 5, it is characterised in that described logical
After crossing for default external harmoniousness interface obtains the process of electric power data to be fused in each data source systems, also wrap
Include：
Temporary memory space is set, the electric power data is stored to the temporary memory space；
The electric power data that the temporary memory space stores is uploaded to relational database management system.
A kind of 8. multi-source electric power data fusion treatment device, it is characterised in that including：
Acquisition module, for by obtaining electric power number to be fused for default external harmoniousness interface in each data source systems
According to；
Generation module, for the electric power data to be loaded onto into electric power data fusion treatment and analysis application system, in the pass
It is that data base management system describes showing table demand information and showing the logical relation between field demand information for user's input,
The object tag rule according to corresponding to the electric power data generates the logical relation；Wherein, the RDBM Relational Data Base Management system
The storage management software united as the electric power data fusion treatment and analysis application system；
Fusion treatment module, for carrying out fusion treatment to the electric power data according to the object tag rule.
9. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the computer program is located
Manage the multi-source electric power data method for amalgamation processing realized when device performs as described in claim 1 to 7 any one.
10. a kind of computer equipment, including memory, processor and storage are on a memory and the meter that can run on a processor
Calculation machine program, it is characterised in that realized during the computing device described program as described in claim 1 to 7 any one
Multi-source electric power data method for amalgamation processing.
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| CN110110009A (en) * | 2018-01-24 | 2019-08-09 | 上海交颐信息技术服务有限公司 | A kind of data fusion method based on unmanned monitoring platform |
| CN109582676A (en) * | 2018-11-30 | 2019-04-05 | 广州供电局有限公司 | Electric power data processing method, device, computer equipment and storage medium |
| CN110333997A (en) * | 2019-07-15 | 2019-10-15 | 秒针信息技术有限公司 | The method and device of fusion device use information |
| CN110333997B (en) * | 2019-07-15 | 2023-11-10 | 秒针信息技术有限公司 | Method and device for fusing equipment use information |
| CN112347113A (en) * | 2020-09-16 | 2021-02-09 | 北京中兵数字科技集团有限公司 | Aviation data fusion method, aviation data fusion device and storage medium |
| CN112416904A (en) * | 2020-11-24 | 2021-02-26 | 广东稳峰电力科技有限公司 | Electric power data standardization processing method and device |
| CN112749215A (en) * | 2020-12-31 | 2021-05-04 | 成都泛微网络科技有限公司 | Data display method and related equipment |
| CN117150438A (en) * | 2023-10-31 | 2023-12-01 | 成都汉度科技有限公司 | Communication data fusion method and system based on edge calculation |
| CN117150438B (en) * | 2023-10-31 | 2024-02-06 | 成都汉度科技有限公司 | Communication data fusion method and system based on edge calculation |
| CN117407457A (en) * | 2023-12-14 | 2024-01-16 | 中国人民解放军国防科技大学 | Multi-source data fusion method, system and equipment based on configurable rules |
| CN117407457B (en) * | 2023-12-14 | 2024-02-27 | 中国人民解放军国防科技大学 | Multi-source data fusion method, system and equipment based on configurable rules |
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