CN106296458A - Water utilities data processing method, device and water utilities data collecting system - Google Patents
Water utilities data processing method, device and water utilities data collecting system Download PDFInfo
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- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 title claims abstract description 183
- 238000003672 processing method Methods 0.000 title claims abstract description 15
- 238000006243 chemical reaction Methods 0.000 claims abstract description 43
- 238000000034 method Methods 0.000 claims abstract description 41
- 238000003860 storage Methods 0.000 claims abstract description 20
- 238000013480 data collection Methods 0.000 claims description 17
- 238000012545 processing Methods 0.000 claims description 14
- 238000013500 data storage Methods 0.000 claims description 5
- 210000000352 storage cell Anatomy 0.000 claims description 5
- 230000008859 change Effects 0.000 claims description 4
- 238000013481 data capture Methods 0.000 claims description 2
- 230000008569 process Effects 0.000 abstract description 20
- 238000005516 engineering process Methods 0.000 abstract description 3
- 230000006870 function Effects 0.000 description 10
- 238000010586 diagram Methods 0.000 description 7
- 239000010865 sewage Substances 0.000 description 4
- 230000005611 electricity Effects 0.000 description 3
- 238000005086 pumping Methods 0.000 description 3
- 125000001309 chloro group Chemical group Cl* 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000004590 computer program Methods 0.000 description 2
- 239000007788 liquid Substances 0.000 description 2
- 238000007726 management method Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
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- 238000013461 design Methods 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 230000014509 gene expression Effects 0.000 description 1
- JEGUKCSWCFPDGT-UHFFFAOYSA-N h2o hydrate Chemical compound O.O JEGUKCSWCFPDGT-UHFFFAOYSA-N 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
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- 238000004549 pulsed laser deposition Methods 0.000 description 1
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract
Water utilities data processing method, device and the water utilities data collecting system that the embodiment of the present invention provides, belongs to areas of information technology.Described method includes: obtain water utilities data；Judge the data type of described water utilities data, with the preset format transformational rule corresponding according to the data type of described water utilities data, described water utilities data are carried out data structure conversion, the water utilities data after being changed；Store the water utilities data after described conversion.This method makes can be converted to the data of same data structure for each type of water utilities data, so that carrying out unified storage, also allow for the data of storage are carried out same process simultaneously, realize the supervision of data, thus improve in existing water utilities data collecting system, it is typically individually to store the data in different business field, it is impossible to the problem realizing the data of each business scope are carried out unified supervision and process.
Description
Technical field
The present invention relates to areas of information technology, in particular to a kind of water utilities data processing method, device and water utilities number
According to acquisition system.
Background technology
Generally water utilities business includes multiple specialized service field, the data collected for different specialized service fields
Data structure the most inconsistent.Such as, in water source business, water supply business, pipe network business and these industry of sewage disposal business
The data structure of the water utilities data collected in business is the most inconsistent.In existing water utilities data collecting system, it is common that will
The data in different business field individually store, therefore, it is impossible to realize the data of each business scope are carried out unified supervision
And process.
Summary of the invention
In view of this, the purpose of the embodiment of the present invention is to provide a kind of water utilities data processing method, device and water utilities number
According to acquisition system, to realize the data of each business scope are carried out unified supervision and process.
First aspect, embodiments provides a kind of water utilities data processing method, and described method includes: obtain water utilities
Data；Judge the data type of described water utilities data, turn with the preset format corresponding according to the data type of described water utilities data
Change rule, described water utilities data are carried out data structure conversion, the water utilities data after being changed；Store the water after described conversion
Business data.
Second aspect, embodiments provides a kind of water utilities data processing equipment, and described device includes: data obtain
Take unit, be used for obtaining water utilities data；Date Conversion Unit, for judging the data type of described water utilities data, with according to institute
State the preset format transformational rule that the data type of water utilities data is corresponding, described water utilities data are carried out data structure conversion,
Water utilities data after conversion；Data storage cell, the water utilities data after storing described conversion.
The third aspect, embodiments provides a kind of water utilities data collecting system, including data collection station, this locality
Data processing terminal and server；Described data collection station, is used for gathering water utilities data；Described local data processes eventually
Described water utilities data, for receiving the water utilities data that described data collection station gathers, are sent to server by end；Described service
Device, is used for obtaining described water utilities data, it is judged that the data type of described water utilities data, with the data class according to described water utilities data
Described water utilities data are carried out data structure conversion by the preset format transformational rule that type is corresponding, the water utilities data after being changed；
Store the water utilities data after described conversion.
Water utilities data processing method, device and the water utilities data collecting system that the embodiment of the present invention provides, is obtaining water utilities
After data, it is judged that the data type of described water utilities data, with the preset format corresponding according to the data type of described water utilities data
Described water utilities data are carried out data structure conversion by transformational rule, and the water utilities data after being changed, after storing described conversion
The mode of water utilities data so that the data of same data structure can be converted to for each type of water utilities data, in order to
In carrying out unified storage, also allow for the data of storage are carried out same process, it is achieved the supervision of data simultaneously, thus improve
In the existing water utilities data collecting system, it is common that the data in different business field are individually stored, it is impossible to realize
The problem that the data of each business scope are carried out unified supervision and process.
Other features and advantages of the present invention will illustrate in description subsequently, and, partly become from description
It is clear that or understand by implementing the embodiment of the present invention.The purpose of the present invention and other advantages can be by saying of being write
Structure specifically noted in bright book, claims and accompanying drawing realizes and obtains.
Accompanying drawing explanation
In order to be illustrated more clearly that the technical scheme of the embodiment of the present invention, below by embodiment required use attached
Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, and it is right to be therefore not construed as
The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to according to this
A little accompanying drawings obtain other relevant accompanying drawings.
Mutual schematic diagram between data collection station and server that Fig. 1 provides for the embodiment of the present invention；
The structured flowchart of the server that Fig. 2 provides for the embodiment of the present invention；
The flow chart of the water utilities data processing method that Fig. 3 provides for the embodiment of the present invention；
The structured flowchart of the water utilities data processing equipment that Fig. 4 provides for the embodiment of the present invention.
Detailed description of the invention
Below in conjunction with accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Ground describes, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments.Generally exist
Can arrange and design with various different configurations with the assembly of the embodiment of the present invention that illustrates described in accompanying drawing herein.Cause
This, be not intended to limit claimed invention to the detailed description of the embodiments of the invention provided in the accompanying drawings below
Scope, but it is merely representative of the selected embodiment of the present invention.Based on embodiments of the invention, those skilled in the art are not doing
The every other embodiment obtained on the premise of going out creative work, broadly falls into the scope of protection of the invention.
It should also be noted that similar label and letter represent similar terms, therefore, the most a certain Xiang Yi in following accompanying drawing
Individual accompanying drawing is defined, then need not it be defined further and explains in accompanying drawing subsequently.Meanwhile, in the present invention
Description in, term " first ", " second " etc. be only used for distinguish describe, and it is not intended that instruction or hint relative importance.
The schematic diagram that the data collection station 100 that Fig. 1 provides for the embodiment of the present invention interacts with server 200, institute
State server 200 to be communicatively coupled, at local data with one or more local data processing terminals 110 by network 300
Reason terminal 110 is communicatively coupled with one or more data collection stations 100 by network 310, with carry out data communication or
Alternately.Described server 200 can be the webserver, database server etc..Described local data processing terminal 110 is permissible
It is PC, computer etc..Described data collection station 100 can be hydraulic pressure sensor, flow transducer etc..Wherein, net
Network 300 can be Metropolitan Area Network (MAN) or mobile communications network, such as GPRS networking etc..Network 310 can be wireless or wired office
Territory net.Such as zigbee network etc..
Fig. 2 shows the structured flowchart of a kind of server 200 that can be applicable in the embodiment of the present application.As in figure 2 it is shown, clothes
Business device 200 can include memorizer 202, storage control 203, processor 204 and mixed-media network modules mixed-media 205.
Between memorizer 202, storage control 203, processor 204, each element of mixed-media network modules mixed-media 205 directly or indirectly electricity
Connect, to realize the transmission of data or mutual.Such as, one or more communication bus or signal can be passed through between these elements
Bus realizes electrical connection.Described water utilities data processing method includes that at least one can be with software or firmware (firmware) respectively
Form be stored in the software function module in memorizer 202, the software function that the most described water utilities data processing equipment includes
Module or computer program.
Memorizer 202 can store various software program and module, as at the water utilities data that the embodiment of the present application provides
Reason programmed instruction/module corresponding to method and device or.Processor 204 is stored in the software in memorizer 202 by operation
Program and module, thus perform the application of various function and data process, i.e. realize the water utilities data in the embodiment of the present application
Processing method.Memorizer 202 can include but not limited to random access memory (Random Access Memory, RAM), only
Read memorizer (Read Only Memory, ROM), programmable read only memory (Programmable Read-Only
Memory, PROM), erasable read-only memory (Erasable Programmable Read-Only Memory, EPROM),
Electricallyerasable ROM (EEROM) (Electric Erasable Programmable Read-Only Memory, EEPROM) etc..
Processor 204 can be a kind of IC chip, has signal handling capacity.Above-mentioned processor can be general
Processor, including central processing unit (Central Processing Unit is called for short CPU), network processing unit (Network
Processor, is called for short NP) etc.；Can also is that digital signal processor (DSP), special IC (ASIC), ready-made able to programme
Gate array (FPGA) or other PLDs, discrete gate or transistor logic, discrete hardware components.It can
To realize or to perform disclosed each method, step and the logic diagram in the embodiment of the present application.General processor can be micro-
Processor or this processor can also be the processors etc. of any routine.
Mixed-media network modules mixed-media 205 is used for receiving and sending network signal.Above-mentioned network signal can include wireless signal or have
Line signal.For example, it is possible to receive, by mixed-media network modules mixed-media 205, the water utilities data that local data processing terminal 110 is received.
Water utilities data generally include the data of multiple type, such as, the water supply business datum of water factory, water supply network business number
Data and sewage disposal business datum etc. is used according to the water yield of, user.General each water factory and sewage treatment plant, have oneself
The daily production purification process of automation control system management.Each factory can be regarded as an administrative unit.If water factory is attached
Near construction has attached pumping plant, electric substation, can be regarding a management together with water factory as in these interior attached pumping plants, electric substation
Unit.For relative distribution, independent pumping plant, electric substation, regard single administrative unit as.In each administrative unit, set respectively
Put data collection station.
For the data of same type of service, usually from multiple water factories or collection point, and each water factory or collection
The data structure of the business datum of the generation after the gathered data of point is the most inconsistent, so cannot same store, then and cannot be real
Now from water source, water supply, pipe network, user to sewage disposal, middle water water supply etc. produce being uniformly processed and supervising of overall process water utilities data
Control.In order to improve the problems referred to above, inventors herein propose a kind of water utilities data processing method, device and water utilities data collecting system.
As it is shown on figure 3, the water utilities data processing method that the embodiment of the present invention provides, it is applied to server, described method bag
Include:
Step S310: obtain water utilities data.
Water utilities data generally gather by data collection station, then are uploaded onto the server by network, diverse location or
The type of the water utilities data that different types of data collection station is gathered is different.Such as, the data collection station of water factory is permissible
Gather the water utilities data of water supply type of service, such as SCDAD (Supervisory Control And Data
Acquisition) data.The water utilities data of water supply type of service can include flow, pressure, liquid level, turbidity, chlorine residue, electricity
Deng.It is appreciated that the data collection station of water factory can be with integrated sensor to realize the collection of data.Such as, flow can lead to
Inflow-rate of water turbine sensor acquisition, pressure can be gathered by hydraulic pressure sensor, and other data again may be by each self-corresponding
Sensor acquisition.
Additionally, water utilities data are in addition to water supply business datum, it is also possible to include at least one in following categorical data:
It is arranged at the pipeline conditions data of the sensor acquisition of aqueduct；The water utilities business revenue data of storage in water utilities business revenue data base；
And aqueduct geography information.
Step S320: judge the data type of described water utilities data, corresponding with the data type according to described water utilities data
Preset format transformational rule, described water utilities data are carried out data structure conversion, the water utilities data after being changed.
The data structure of the water utilities data of different service types is typically different.And that different data acquisition terminals is uploaded is identical
The data structure of the water utilities data of type is likely to difference.And for the water utilities data of different types of data, store and read
Mode is different.Then as a kind of mode, when data collection station is gathering data, generate in water utilities data procedures, can be at this
The mode adding data type flag in water utilities data identifies the data type of these water utilities data, in order to server identification.This
Outward, server can also by the way of regular expressions the type of identification water utilities data.
When server is after the type identifying water utilities data, can be by preset format transformational rule corresponding to the type
These water utilities data are carried out Data Format Transform.As a kind of data structure conversion regime, can look in described water utilities data
Look for the target data that preset format transformational rule includes, the goal-selling data found are advised according to the conversion of described preset format
The data store organisation then included carries out data configuration, the water utilities data after being changed.Wherein, described data store organisation can
Think hbase list structure.
It should be noted that in order to simplify data, in data structure transformation process, can will water utilities data be not belonging to
The data deletion of target data falls.
Step S330: store the water utilities data after described conversion.
For the water utilities data after conversion, the data characterizing different content can be stored respectively in water utilities data.
As shown in Figure 4, when the water utilities data after conversion have higher the first status data of renewal frequency, can be by the
One status data is stored in distributed memory system, in order to is updated and reads.Further, distributed network storage system is adopted
Use extendible system structure, utilize multiple stage storage server to share storage load, utilize location server to position storage information,
It not only increases the reliability of system, availability and access efficiency, is also easy to extension.
When the water utilities data after conversion have renewal frequency second status data relatively low relative to the first status data, can
So that the second status data is stored in the centralized database.Such as, mysql data base.
Wherein, the duty number such as the first status data positional information that can include the sensor in data collection station
According to.Second status data can include the data such as the flow of sensor acquisition, pressure, liquid level, turbidity, chlorine residue, electricity.
The water utilities data processing method that the embodiment of the present invention provides, after obtaining water utilities data, it is judged that described water utilities data
Data type, with the preset format transformational rule corresponding according to the data type of described water utilities data, to described water utilities data
Carry out data structure conversion, the water utilities data after being changed, store the mode of the water utilities data after described conversion so that for
Each type of water utilities data can be converted to the data of same data structure, in order to carries out unified storage, the most also
It is easy to the data of storage are carried out same process, it is achieved the supervision of data, thus improves in existing water utilities data acquisition
In system, it is common that the data in different business field are individually stored, it is impossible to realize the data of each business scope are entered
Row unified supervision and the problem of process.
As shown in Figure 4, a kind of business data processing equipment 400 that embodiment of the present invention body provides, described device 400 includes:
Data capture unit 410, is used for obtaining water utilities data.
Date Conversion Unit 420, for judging the data type of described water utilities data, with the number according to described water utilities data
According to the preset format transformational rule that type is corresponding, described water utilities data are carried out data structure conversion, the water utilities after being changed
Data.
Described Date Conversion Unit 420, including:
Target data searches unit 421, for searching the mesh that preset format transformational rule includes in described water utilities data
Mark data；
Data Format Transform unit 422, advises according to the conversion of described preset format for the goal-selling data that will find
The data store organisation then included carries out data configuration, the water utilities data after being changed.
Data storage cell 430, the water utilities data after storing described conversion.
As a kind of mode, described data storage cell 430, including:
First status data memory element 431, the first status data in water utilities data after obtaining described conversion,
Described first status data is stored in distributed memory system；
Second status data memory element 432, the second status data in water utilities data after obtaining described conversion,
Being stored in the centralized database by described second status data, wherein, the renewal frequency of described first status data is higher than institute
State the second status data.
In sum, water utilities data processing method, device and the water utilities data collecting system that the embodiment of the present invention provides,
After obtaining water utilities data, it is judged that the data type of described water utilities data, with corresponding according to the data type of described water utilities data
Described water utilities data are carried out data structure conversion by preset format transformational rule, the water utilities data after being changed, and storage is described
The mode of the water utilities data after conversion so that the number of same data structure can be converted to for each type of water utilities data
According to, in order to carry out unified storage, also allow for the data of storage are carried out same process, it is achieved the supervision of data simultaneously,
Thus improve in existing water utilities data collecting system, it is common that the data in different business field are individually stored,
The problem that the data to each business scope carry out unified supervision and process cannot be realized.
In several embodiments provided herein, it should be understood that disclosed apparatus and method, it is also possible to pass through
Other mode realizes.Device embodiment described above is only schematically, such as, and the flow chart in accompanying drawing and block diagram
Show the device of multiple embodiments according to the present invention, the architectural framework in the cards of method and computer program product,
Function and operation.In this, each square frame in flow chart or block diagram can represent a module, program segment or the one of code
Part, a part for described module, program segment or code comprises holding of one or more logic function for realizing regulation
Row instruction.It should also be noted that at some as in the implementation replaced, the function marked in square frame can also be to be different from
The order marked in accompanying drawing occurs.Such as, two continuous print square frames can essentially perform substantially in parallel, and they are the most also
Can perform in the opposite order, this is depending on involved function.It is also noted that every in block diagram and/or flow chart
The combination of the square frame in individual square frame and block diagram and/or flow chart, can be with function or the special base of action performing regulation
System in hardware realizes, or can realize with the combination of specialized hardware with computer instruction.
It addition, each functional module in each embodiment of the present invention can integrate one independent portion of formation
Point, it is also possible to it is modules individualism, it is also possible to two or more modules are integrated to form an independent part.
If described function is using the form realization of software function module and as independent production marketing or use, permissible
It is stored in a computer read/write memory medium.Based on such understanding, technical scheme is the most in other words
The part contributing prior art or the part of this technical scheme can embody with the form of software product, this meter
Calculation machine software product is stored in a storage medium, including some instructions with so that a computer equipment (can be individual
People's computer, server, or the network equipment etc.) perform all or part of step of method described in each embodiment of the present invention.
And aforesaid storage medium includes: USB flash disk, portable hard drive, read only memory (ROM, Read-Only Memory), random access memory are deposited
The various media that can store program code such as reservoir (RAM, Random Access Memory), magnetic disc or CD.Need
Illustrate, in this article, the relational terms of such as first and second or the like be used merely to by an entity or operation with
Another entity or operating space separate, and there is any this reality between not necessarily requiring or imply these entities or operating
The relation on border or order.And, term " includes ", " comprising " or its any other variant are intended to the bag of nonexcludability
Contain, so that include that the process of a series of key element, method, article or equipment not only include those key elements, but also include
Other key elements being not expressly set out, or also include the key element intrinsic for this process, method, article or equipment.
In the case of there is no more restriction, statement " including ... " key element limited, it is not excluded that including described key element
Process, method, article or equipment in there is also other identical element.
The foregoing is only the preferred embodiments of the present invention, be not limited to the present invention, for the skill of this area
For art personnel, the present invention can have various modifications and variations.All within the spirit and principles in the present invention, that is made any repaiies
Change, equivalent, improvement etc., should be included within the scope of the present invention.It should also be noted that similar label and letter
In following accompanying drawing, represent similar terms, therefore, the most a certain Xiang Yi accompanying drawing is defined, then in accompanying drawing subsequently not
Need it to be defined further and explains.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not limited thereto, and any
Those familiar with the art, in the technical scope that the invention discloses, can readily occur in change or replace, should contain
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should described be as the criterion with scope of the claims.
It should be noted that in this article, the relational terms of such as first and second or the like is used merely to a reality
Body or operation separate with another entity or operating space, and deposit between not necessarily requiring or imply these entities or operating
Relation or order in any this reality.And, term " includes ", " comprising " or its any other variant are intended to
Comprising of nonexcludability, so that include that the process of a series of key element, method, article or equipment not only include that those are wanted
Element, but also include other key elements being not expressly set out, or also include for this process, method, article or equipment
Intrinsic key element.In the case of there is no more restriction, statement " including ... " key element limited, it is not excluded that
Including process, method, article or the equipment of described key element there is also other identical element.
Claims (10)
1. a water utilities data processing method, it is characterised in that described method includes:
Obtain water utilities data；
Judge the data type of described water utilities data, with the preset format conversion corresponding according to the data type of described water utilities data
Described water utilities data are carried out data structure conversion by rule, the water utilities data after being changed；
Store the water utilities data after described conversion.
Method the most according to claim 1, it is characterised in that the data type of described judgement described water utilities data, to press
According to the preset format transformational rule that the data type of described water utilities data is corresponding, described water utilities data are carried out data structure and turns
Change, the water utilities data after being changed, including:
The target data that preset format transformational rule includes is searched in described water utilities data；
The data store organisation that the goal-selling data found include according to described preset format transformational rule is carried out data
Structure, the water utilities data after being changed.
Method the most according to claim 2, it is characterised in that described data store organisation is hbase list structure.
Method the most according to claim 1, it is characterised in that the water utilities data after the described conversion of described storage, including:
Obtain the first status data in the water utilities data after described conversion and the second status data, described first status data
Renewal frequency higher than described second status data；
Described first status data is stored in distributed memory system；
Described second status data is stored in the centralized database.
5. according to the arbitrary described method of claim 1-4, it is characterised in that described water utilities data, including following categorical data
In at least one:
It is arranged at the pipeline conditions data of the sensor acquisition of aqueduct；
The water utilities business revenue data of storage in water utilities business revenue data base；And
Aqueduct geography information.
6. a water utilities data processing equipment, it is characterised in that described device includes:
Data capture unit, is used for obtaining water utilities data；
Date Conversion Unit, for judging the data type of described water utilities data, with the data type according to described water utilities data
Described water utilities data are carried out data structure conversion, the water utilities data after being changed by corresponding preset format transformational rule；
Data storage cell, the water utilities data after storing described conversion.
Device the most according to claim 6, it is characterised in that described Date Conversion Unit, including:
Target data searches unit, for searching the target data that preset format transformational rule includes in described water utilities data；
Data Format Transform unit, for include the goal-selling data found according to described preset format transformational rule
Data store organisation carries out data configuration, the water utilities data after being changed.
Device the most according to claim 7, it is characterised in that described data store organisation is hbase list structure.
Device the most according to claim 6, it is characterised in that described data storage cell, including:
First status data memory element, the first status data in water utilities data after obtaining described conversion, by described
First status data is stored in distributed memory system；
Second status data memory element, the second status data in water utilities data after obtaining described conversion, by described
Second status data stores in the centralized database, and wherein, the renewal frequency of described first status data is higher than described second
Status data.
10. a water utilities data collecting system, it is characterised in that include data collection station, local data processing terminal and
Server；
Described data collection station, is used for gathering water utilities data；
Described local data processing terminal, for receiving the water utilities data that described data collection station gathers, by described water utilities number
According to being sent to server；
Described server, is used for obtaining described water utilities data, it is judged that the data type of described water utilities data, with according to described water utilities
Described water utilities data are carried out data structure conversion, are changed by the preset format transformational rule that the data type of data is corresponding
After water utilities data；Store the water utilities data after described conversion.
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| CN201610672007.7A CN106296458A (en) | 2016-08-15 | 2016-08-15 | Water utilities data processing method, device and water utilities data collecting system |
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| CN201610672007.7A CN106296458A (en) | 2016-08-15 | 2016-08-15 | Water utilities data processing method, device and water utilities data collecting system |
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110162564A (en) * | 2019-05-30 | 2019-08-23 | 北京中电普华信息技术有限公司 | Business data processing method and system |
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| CN110347732A (en) * | 2019-05-20 | 2019-10-18 | 中国平安人寿保险股份有限公司 | A kind of data transfer device and device |
| CN110162564A (en) * | 2019-05-30 | 2019-08-23 | 北京中电普华信息技术有限公司 | Business data processing method and system |
| CN110457380A (en) * | 2019-08-07 | 2019-11-15 | 广州市百果园信息技术有限公司 | A kind of data-storage system |
| CN112307095A (en) * | 2019-11-27 | 2021-02-02 | 深圳新阳蓝光能源科技股份有限公司 | Smart city data management method, device, server and system |
| CN113129144A (en) * | 2019-12-31 | 2021-07-16 | 航天信息股份有限公司 | Transaction information processing method, device and system |
| CN112306987A (en) * | 2020-01-19 | 2021-02-02 | 深圳新阳蓝光能源科技股份有限公司 | Data management method and device and electronic equipment |
| CN111552683A (en) * | 2020-04-23 | 2020-08-18 | 武汉澄川朗境环境科技有限公司 | Water affair data information management method and device based on big data |
| CN111813846A (en) * | 2020-06-29 | 2020-10-23 | 北京九章云极科技有限公司 | Data analysis processing system and data processing method |
| CN111813846B (en) * | 2020-06-29 | 2021-04-02 | 北京九章云极科技有限公司 | Data analysis processing system and data processing method |
| CN113010590A (en) * | 2021-02-24 | 2021-06-22 | 光大兴陇信托有限责任公司 | Unified supervision reporting method and system |
| CN113010590B (en) * | 2021-02-24 | 2023-07-07 | 光大兴陇信托有限责任公司 | Unified supervision reporting method and system |
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