CN107239553A - The data processing method and device of industrial control equipment - Google Patents
The data processing method and device of industrial control equipment Download PDFInfo
- Publication number
- CN107239553A CN107239553A CN201710427352.9A CN201710427352A CN107239553A CN 107239553 A CN107239553 A CN 107239553A CN 201710427352 A CN201710427352 A CN 201710427352A CN 107239553 A CN107239553 A CN 107239553A
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- industrial control
- control equipment
- attribute information
- data message
- viewed
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- 238000003672 processing method Methods 0.000 title claims abstract description 15
- 238000000034 method Methods 0.000 claims abstract description 10
- 238000012545 processing Methods 0.000 claims description 21
- 230000004044 response Effects 0.000 claims description 2
- 238000013480 data collection Methods 0.000 abstract description 3
- 230000006870 function Effects 0.000 description 3
- 238000007689 inspection Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 230000006978 adaptation Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000010835 comparative analysis Methods 0.000 description 2
- 238000013500 data storage Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/11—File system administration, e.g. details of archiving or snapshots
- G06F16/113—Details of archiving
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/14—Details of searching files based on file metadata
- G06F16/148—File search processing
Abstract
The disclosure is directed to a kind of data processing method and device of industrial control equipment, methods described includes:The scheduled time is spaced, data message corresponding with the attribute information of industrial control equipment is gathered, the attribute information includes the IP address and device type of industrial control equipment;By acquisition time, the attribute information of the industrial control equipment and corresponding data information memory in text is specified;And according to the attribute information of industrial control equipment to be viewed, in corresponding specified text, search and show the corresponding data message of attribute information of the industrial control equipment to be viewed.By the disclosure, automatic data collection is realized, it is no longer necessary to manually complete, improve operating efficiency.
Description
Technical field
This disclosure relates to industrial control equipment technical field, more particularly to a kind of data processing method and device of industrial control equipment.
Background technology
In correlation technique, when the data to industrial control equipment are checked, generally using hand inspection mode, it is impossible to check
Historical data and historical data is contrasted, in addition, when needing to carry out data inspection to a large amount of industrial control equipments, artificial inspection
Time-consuming for the mode looked into, inefficiency.
The content of the invention
To overcome problem present in correlation technique, the disclosure provides the data processing method and dress of a kind of industrial control equipment
Put, realize automatic data collection, improve operating efficiency.
According to the first aspect of the embodiment of the present disclosure there is provided a kind of data processing method of industrial control equipment, including:
The scheduled time is spaced, data message corresponding with the attribute information of industrial control equipment is gathered, the attribute information includes
The IP address and device type of industrial control equipment;
By acquisition time, the attribute information of the industrial control equipment and corresponding data information memory in specified text
In;And
According to the attribute information of industrial control equipment to be viewed, in corresponding specified text, search and show described treat
Check the corresponding data message of attribute information of industrial control equipment.
Further, methods described also includes:
List of devices to be collected is obtained, the list of devices to be collected includes the attribute information of industrial control equipment to be collected.
Further, it is described in the interval scheduled time, gather data packets corresponding with the attribute information of industrial control equipment
Include:
Corresponding with device type authentication information and acquisition are obtained, the acquisition is used to indicate collection work
The data message specified in control equipment;
According to the authentication information, industrial control equipment corresponding with the device type is logged in;
The scheduled time is spaced, data message corresponding with the acquisition is gathered from the industrial control equipment.
Further, it is described that acquisition time, the attribute information of the industrial control equipment and corresponding data information memory exist
Text is specified to include:
It is that each device type sets up corresponding text on store path is specified;
By the information to be stored with identical device type, text corresponding with the device type is stored in
In, the information to be stored includes acquisition time, the attribute information of the industrial control equipment and corresponding data message.
Further, the attribute information according to industrial control equipment to be viewed, in corresponding specified text, is searched
The corresponding data message of attribute information of the industrial control equipment to be viewed includes:
Instruction is checked in response, to determine the attribute information of industrial control equipment to be viewed;
On the specified path, text corresponding with the device type of the industrial control equipment to be viewed is searched;
Data message corresponding with the IP address of the industrial control equipment to be viewed is searched in the text.
Further, methods described also includes:
Extract the corresponding acquisition time of industrial control equipment to be viewed and data message with same alike result information;
Identical data message is subjected to duplicate removal processing;
Show that the data message after duplicate removal processing, and the attribute of corresponding acquisition time and industrial control equipment to be viewed are believed
Breath.
According to the second aspect of the embodiment of the present disclosure there is provided a kind of data processing equipment of industrial control equipment, including:
Collecting unit, for being spaced the scheduled time, gathers data message corresponding with the attribute information of industrial control equipment, described
Attribute information includes the IP address and device type of industrial control equipment;
Memory cell, for acquisition time, the attribute information of the industrial control equipment and corresponding data information memory to be existed
Specify in text;
Searching unit, for the attribute information according to industrial control equipment to be viewed, in corresponding specified text, is searched
The corresponding data message of attribute information of the industrial control equipment to be viewed;And
Display unit, the corresponding data message of attribute information for showing the industrial control equipment to be viewed.
Further, the collecting unit includes:
Acquisition module, for obtaining corresponding with device type authentication information and acquisition, the acquisition
For the data message for indicating to specify on collection industrial control equipment;
Login module, for according to the authentication information, logging in industrial control equipment corresponding with the device type;
Data acquisition module, for being spaced the scheduled time, from industrial control equipment collection and the acquisition pair
The data message answered.
Further, the memory cell includes:
File sets up module, in specified store path, being that each device type sets up corresponding text;
Information storage module, for by the information to be stored with identical device type, being stored in and the equipment class
In the corresponding text of type, the information to be stored includes acquisition time, the attribute information of the industrial control equipment and corresponding
Data message.
Further, the searching unit includes:
Respond module, checks instruction, to determine the attribute information of industrial control equipment to be viewed for responding;
Ff module, in the specified path, searching the device type with the industrial control equipment to be viewed
Corresponding text;
Information searching module, it is corresponding with the IP address of the industrial control equipment to be viewed for being searched in the text
Data message.
The technical scheme provided by this disclosed embodiment can include the following benefits:Realize automatic data collection,
No longer need to manually complete, improve operating efficiency.
It should be appreciated that the general description of the above and detailed description hereinafter are only exemplary and explanatory, not
The disclosure can be limited.
Brief description of the drawings
Accompanying drawing herein is merged in specification and constitutes the part of this specification, shows the implementation for meeting the present invention
Example, and for explaining principle of the invention together with specification.
Fig. 1 is a kind of flow chart of the data processing method of industrial control equipment according to an exemplary embodiment;
Fig. 2 is a kind of structured flowchart of the data processing equipment of industrial control equipment according to an exemplary embodiment;
Fig. 3 is the structured flowchart of the data processing equipment of another industrial control equipment according to an exemplary embodiment;
Fig. 4 is the structured flowchart of the data processing equipment of another industrial control equipment according to an exemplary embodiment;
Fig. 5 is the structured flowchart of the data processing equipment of another industrial control equipment according to an exemplary embodiment.
Embodiment
Here exemplary embodiment will be illustrated in detail, its example is illustrated in the accompanying drawings.Following description is related to
During accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represent same or analogous key element.Following exemplary embodiment
Described in embodiment do not represent and the consistent all embodiments of the present invention.On the contrary, they be only with it is such as appended
The example of the consistent apparatus and method of some aspects be described in detail in claims, the present invention.
A kind of specific reality of the data processing method and device of the industrial control equipment provided below with reference to accompanying drawing the disclosure
The mode of applying is described in detail.It should be appreciated that embodiment described herein is merely to illustrate and explained this public affairs
Open, be not limited to the disclosure.
Fig. 1 is a kind of flow chart of the data processing method of industrial control equipment according to an exemplary embodiment, is performed
Main body is the data processing equipment of industrial control equipment, as shown in figure 1, the described method comprises the following steps:
In step s 11, the scheduled time is spaced, data message corresponding with the attribute information of industrial control equipment is gathered, it is described
Attribute information includes the IP address and device type of industrial control equipment.
Before the data message of collection industrial control equipment, by obtaining list of devices to be collected, so as to learn that needs are adopted
The industrial control equipment of collection.The list of devices to be collected includes the attribute information of industrial control equipment to be collected, can be believed according to attribute
IP address and/or device type in breath find industrial control equipment to be collected.
Because each type of industrial control equipment has corresponding authentication information and acquisition, wherein, the identity
Checking information is used to log in corresponding industrial control equipment, such as described for the username and password for logging in corresponding industrial control equipment
Acquisition is used for the data message for indicating to specify on collection industrial control equipment.
Corresponding with device type authentication information and acquisition are first obtained, is then believed according to the authentication
Breath, logs in industrial control equipment corresponding with the device type, and is spaced the scheduled time, from industrial control equipment collection and institute
State the corresponding data message of acquisition.
Wherein, acquisition can be realized by writing function, and different types of industrial control equipment needs which data gathered
It is defined in function, then every in write function instructs to obtain data message.
In step s 12, acquisition time, the attribute information of the industrial control equipment and corresponding data information memory are being referred to
Determine in text.
Collect after data message, related data is stored, first obtain the specified store path of data storage, so
It is that each device type sets up corresponding text, each device type has one afterwards on the specified store path
Corresponding text is used to store gathered data message and acquisition time, the attribute information of the industrial control equipment.Wherein,
The information to be stored with identical device type is stored in text corresponding with the device type, it is described to treat
Storage information includes acquisition time, the attribute information of the industrial control equipment and corresponding data message.For example, storage format can be with
For:Acquisition time, IP address of equipment, device type, data message 1, data message 2, data message 3 ... is gathered every time
Data storage a line.So as to, in the text corresponding to every kind of device type, have interval the scheduled time gather and store
Corresponding types industrial control equipment relevant information, there may be on the specified store path corresponding to plurality of devices type
Multiple texts.
In step s 13, according to the attribute information of industrial control equipment to be viewed, in corresponding specified text, search
And show the corresponding data message of attribute information of the industrial control equipment to be viewed.
User can obtain the data message for the industrial control equipment for wanting to check by human-computer interaction interface, for example, can pass through point
Hit the title of industrial control equipment, instruction is checked in the acquisition action generation of user, backstage respond described in check instruction, to be treated by described
Check that the title of industrial control equipment determines the corresponding attribute information of the industrial control equipment to be viewed.
Then on the specified path, text text corresponding with the device type of the industrial control equipment to be viewed is searched
Part, searches data message corresponding with the IP address of the industrial control equipment to be viewed in the text.
After the data message for finding the industrial control equipment to be viewed, it can show that the data message is supplied by web page
User checks.
By to the automatic carry out data acquisition of industrial control equipment, without manually performing, operating efficiency is improved, and will
Data message is visualized, and also improves checking and comparative analysis for historical data information.
In another embodiment of the present disclosure, shown for the data message of the industrial control equipment, including multiple
Every the data message of the identical industrial control equipment obtained in the time, some data messages may be without any change, and mass data
The display that information is repeated can cause user to check efficiency reduction, therefore can carry out duplicate removal processing for the data message of display.
Firstly, for data message to display, the industrial control equipment to be viewed correspondence with same alike result information is extracted
Acquisition time and data message, that is, extract identical industrial control equipment to be viewed acquisition time and data message, then by phase
Same data message carries out duplicate removal processing, for example, when the acquisition interval scheduled time of every industrial control equipment is 10S, being obtained during 0S
Data message be A, the data message obtained during 10S be A, the data message obtained during 20S be A, obtained during 30S data letter
Cease for B ..., do not change for the data message got in first three 10S, will in order to optimize display data information
The data repeated carry out duplicate removal processing, retain the nearest data message of acquisition time and are shown, for example, being obtained during display 20S
Data message be A.So as to by the way that identical data message is carried out into duplicate removal processing, show the data message after duplicate removal processing,
And the attribute information of corresponding acquisition time and industrial control equipment to be viewed.By carrying out duplicate removal processing to the data message repeated
Afterwards, display data information can be optimized, user is improved and check efficiency.
Fig. 2 is a kind of data processing equipment structured flowchart of industrial control equipment according to an exemplary embodiment.Reference
Fig. 2, the device 20 includes collecting unit 21, memory cell 22, searching unit 23 and display unit 24.
The collecting unit 21, for being spaced the scheduled time, gathers data letter corresponding with the attribute information of industrial control equipment
Breath, the attribute information includes the IP address and device type of industrial control equipment;
The memory cell 22, for by acquisition time, the attribute information of the industrial control equipment and corresponding data message
It is stored in specified text;
The searching unit 23, for the attribute information according to industrial control equipment to be viewed, in corresponding specified text
In, search the corresponding data message of attribute information of the industrial control equipment to be viewed;And
The display unit 24, the corresponding data message of attribute information for showing the industrial control equipment to be viewed.
By to the automatic carry out data acquisition of industrial control equipment, without manually performing, operating efficiency is improved, and will
Data message is visualized, and also improves checking and comparative analysis for historical data information.
In an embodiment of the disclosure, as shown in figure 3, the collecting unit 21 includes:
Acquisition module 31, for obtaining corresponding with device type authentication information and acquisition, the collection life
Make the data message for indicating to specify on collection industrial control equipment;
Login module 32, for according to the authentication information, logging in industrial control equipment corresponding with the device type;
Data acquisition module 33, for being spaced the scheduled time, from industrial control equipment collection and the acquisition
Corresponding data message.
In another embodiment of the present disclosure, as shown in figure 4, the memory cell 22 includes:
File sets up module 41, in specified store path, being that each device type sets up corresponding text;
Information storage module 42, for by the information to be stored with identical device type, being stored in and the equipment
In the corresponding text of type, the information to be stored includes acquisition time, the attribute information of the industrial control equipment and correspondingly
Data message.
In another embodiment of the present disclosure, as shown in figure 5, the searching unit 23 includes:
Respond module 51, checks instruction, to determine the attribute information of industrial control equipment to be viewed for responding;
Ff module 52, in the specified path, searching the equipment class with the industrial control equipment to be viewed
The corresponding text of type;
Information searching module 53, for searching the IP address pair with the industrial control equipment to be viewed in the text
The data message answered.
On the device in above-described embodiment, wherein modules perform the concrete mode of operation in relevant this method
Embodiment in be described in detail, explanation will be not set forth in detail herein.
Those skilled in the art will readily occur to its of the present invention after considering specification and putting into practice invention disclosed herein
Its embodiment.The application be intended to the present invention any modification, purposes or adaptations, these modifications, purposes or
Person's adaptations follow the general principle of the present invention and including the undocumented common knowledge in the art of the disclosure
Or conventional techniques.Description and embodiments are considered only as exemplary, and true scope and spirit of the invention are by following
Claim is pointed out.
It should be appreciated that the invention is not limited in the precision architecture for being described above and being shown in the drawings, and
And various modifications and changes can be being carried out without departing from the scope.The scope of the present invention is only limited by appended claim.
Claims (10)
1. a kind of data processing method of industrial control equipment, it is characterised in that including:
The scheduled time is spaced, data message corresponding with the attribute information of industrial control equipment is gathered, the attribute information includes industry control
The IP address and device type of equipment;
By acquisition time, the attribute information of the industrial control equipment and corresponding data information memory in text is specified;With
And
According to the attribute information of industrial control equipment to be viewed, in corresponding specified text, search and show described to be viewed
The corresponding data message of attribute information of industrial control equipment.
2. the data processing method of industrial control equipment according to claim 1, it is characterised in that methods described also includes:
List of devices to be collected is obtained, the list of devices to be collected includes the attribute information of industrial control equipment to be collected.
3. the data processing method of industrial control equipment according to claim 1, it is characterised in that described in the pre- timing in interval
Between, gathering data message corresponding with the attribute information of industrial control equipment includes:
Corresponding with device type authentication information and acquisition are obtained, the acquisition is used to indicate that collection industry control is set
The data message specified on standby;
According to the authentication information, industrial control equipment corresponding with the device type is logged in;
The scheduled time is spaced, data message corresponding with the acquisition is gathered from the industrial control equipment.
4. the data processing method of industrial control equipment according to claim 1, it is characterised in that described by acquisition time, institute
State the attribute information and corresponding data information memory of industrial control equipment includes in specified text:
It is that each device type sets up corresponding text on store path is specified;
By the information to be stored with identical device type, it is stored in text corresponding with the device type, institute
Stating information to be stored includes acquisition time, the attribute information of the industrial control equipment and corresponding data message.
5. the data processing method of industrial control equipment according to claim 4, it is characterised in that described according to industry control to be viewed
The attribute information of equipment, in corresponding specified text, the attribute information for searching the industrial control equipment to be viewed is corresponding
Data message includes:
Instruction is checked in response, to determine the attribute information of industrial control equipment to be viewed;
On the specified path, text corresponding with the device type of the industrial control equipment to be viewed is searched;
Data message corresponding with the IP address of the industrial control equipment to be viewed is searched in the text.
6. the data processing method of industrial control equipment according to claim 1, it is characterised in that methods described also includes:
Extract the corresponding acquisition time of industrial control equipment to be viewed and data message with same alike result information;
Identical data message is subjected to duplicate removal processing;
Show duplicate removal processing after data message, and corresponding acquisition time and industrial control equipment to be viewed attribute information.
7. a kind of data processing equipment of industrial control equipment, it is characterised in that including:
Collecting unit, for being spaced the scheduled time, gathers data message corresponding with the attribute information of industrial control equipment, the attribute
Information includes the IP address and device type of industrial control equipment;
Memory cell, for acquisition time, the attribute information of the industrial control equipment and corresponding data information memory to be specified
In text;
Searching unit, for the attribute information according to industrial control equipment to be viewed, in corresponding specified text, is searched described
The corresponding data message of attribute information of industrial control equipment to be viewed;And
Display unit, the corresponding data message of attribute information for showing the industrial control equipment to be viewed.
8. the data processing equipment of industrial control equipment according to claim 7, it is characterised in that the collecting unit includes:
Acquisition module, for obtaining corresponding with device type authentication information and acquisition, the acquisition is used for
Indicate the data message specified on collection industrial control equipment;
Login module, for according to the authentication information, logging in industrial control equipment corresponding with the device type;
Data acquisition module, for being spaced the scheduled time, gathers corresponding with the acquisition from the industrial control equipment
Data message.
9. the data processing equipment of industrial control equipment according to claim 7, it is characterised in that the memory cell includes:
File sets up module, in specified store path, being that each device type sets up corresponding text;
Information storage module, for by the information to be stored with identical device type, being stored in and the device type pair
In the text answered, the information to be stored includes acquisition time, the attribute information of the industrial control equipment and corresponding data
Information.
10. the data processing equipment of industrial control equipment according to claim 9, it is characterised in that the searching unit includes:
Respond module, checks instruction, to determine the attribute information of industrial control equipment to be viewed for responding;
Ff module, in the specified path, searching corresponding with the device type of the industrial control equipment to be viewed
Text;
Information searching module, for searching number corresponding with the IP address of the industrial control equipment to be viewed in the text
It is believed that breath.
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CN201710427352.9A CN107239553A (en) | 2017-06-08 | 2017-06-08 | The data processing method and device of industrial control equipment |
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CN201710427352.9A CN107239553A (en) | 2017-06-08 | 2017-06-08 | The data processing method and device of industrial control equipment |
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108259492A (en) * | 2018-01-15 | 2018-07-06 | 北京天融信网络安全技术有限公司 | A kind of storing method of data on flows, equipment and computer readable storage medium |
CN110661631A (en) * | 2018-06-28 | 2020-01-07 | 中兴通讯股份有限公司 | Method, device and computer readable storage medium for collecting network element logs |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102929875A (en) * | 2011-08-08 | 2013-02-13 | 联想(北京)有限公司 | File searching method, device and electronic equipment |
CN103365846A (en) * | 2012-03-26 | 2013-10-23 | 百度在线网络技术(北京)有限公司 | Method, system and server for processing compressed files in network disk |
CN103870704A (en) * | 2014-03-26 | 2014-06-18 | 中国科学院深圳先进技术研究院 | Health service system and physiological parameter detecting device based on multi-user identity recognition |
CN103957125A (en) * | 2014-05-08 | 2014-07-30 | 南京信息职业技术学院 | Method for collecting and displaying real-time performance parameters of network devices |
CN104036011A (en) * | 2014-06-24 | 2014-09-10 | 北京奇虎科技有限公司 | Webpage element display method and browser device. |
-
2017
- 2017-06-08 CN CN201710427352.9A patent/CN107239553A/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102929875A (en) * | 2011-08-08 | 2013-02-13 | 联想(北京)有限公司 | File searching method, device and electronic equipment |
CN103365846A (en) * | 2012-03-26 | 2013-10-23 | 百度在线网络技术(北京)有限公司 | Method, system and server for processing compressed files in network disk |
CN103870704A (en) * | 2014-03-26 | 2014-06-18 | 中国科学院深圳先进技术研究院 | Health service system and physiological parameter detecting device based on multi-user identity recognition |
CN103957125A (en) * | 2014-05-08 | 2014-07-30 | 南京信息职业技术学院 | Method for collecting and displaying real-time performance parameters of network devices |
CN104036011A (en) * | 2014-06-24 | 2014-09-10 | 北京奇虎科技有限公司 | Webpage element display method and browser device. |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108259492A (en) * | 2018-01-15 | 2018-07-06 | 北京天融信网络安全技术有限公司 | A kind of storing method of data on flows, equipment and computer readable storage medium |
CN108259492B (en) * | 2018-01-15 | 2021-07-20 | 北京天融信网络安全技术有限公司 | Traffic data retention method and device and computer readable storage medium |
CN110661631A (en) * | 2018-06-28 | 2020-01-07 | 中兴通讯股份有限公司 | Method, device and computer readable storage medium for collecting network element logs |
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