CN110263033A - Manage object portrait generation method, terminal device and medium - Google Patents
Manage object portrait generation method, terminal device and medium Download PDFInfo
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- CN110263033A CN110263033A CN201910397646.0A CN201910397646A CN110263033A CN 110263033 A CN110263033 A CN 110263033A CN 201910397646 A CN201910397646 A CN 201910397646A CN 110263033 A CN110263033 A CN 110263033A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
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- G—PHYSICS
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Abstract
The present invention is suitable for data portrait generation technique field, towards industrial enterprise, provide a kind of control object portrait generation method, terminal device and medium, wherein, a kind of control object portrait generation method, by from real-time data base obtain unit interval in manage object achievement data collection, business association is carried out to the achievement data collection again to integrate to obtain relationship report, again based on control object identity and relationship report, data correlation model is obtained from presetting database, by the correlation model according to the representation data of the data measuring and calculating control object in relationship report, and then drawing tool is called to generate control object portrait according to representation data, finally shown to control object portrait, improve the efficiency being monitored to the operational data of control object.
Description
Technical field
The invention belongs to data portrait generation technique field more particularly to a kind of control object portrait generation methods, terminal
Equipment and computer readable storage medium.
Background technique
In the industrial production, control object is monitored, is one of the important channel for guaranteeing safety in production.
With the increase of the complication of industrial technology, many fields need to participate in production by the higher equipment of precision, into
And improve industrial automatization level.At the same time, the equipment for carrying out operational data monitoring is needed also to increase gradually.It is existing
Have in technology, be to rely on manually to carry out regular visit to machine during realizing to equipment progress operational data monitoring,
And then the data recorded in equipment are acquired, not only automatization level is not high, and is easy to appear phenomena such as data are omitted, therefore, existing
There is the efficiency that there is a problem of carrying out control object operational data monitoring in technology lower.
Summary of the invention
In view of this, the embodiment of the invention provides a kind of control object portrait generation method, terminal device and computers
Readable storage medium storing program for executing, to solve the problems, such as the existing scheme being monitored to the operational data for managing object, there are low efficiencys.
The first aspect of the embodiment of the present invention provides a kind of control object portrait generation method, comprising:
When detecting that the portrait for carrying control object identity generates instruction, according to the control object identity, from reality
When database in obtain unit interval in control object achievement data collection；
According to preset business association relationship, business association integration is carried out to the achievement data collection, obtains relationship report,
And the relationship report is stored into relational database；
Based on the control object identity and the relationship report, data correlation model is obtained from presetting database；Institute
Data correlation model is stated for calculating the representation data of the control object according to the data in the relationship report；
Drawing tool is called to generate control object portrait according to the representation data；
Show the control object portrait.
The second aspect of the embodiment of the present invention provides a kind of terminal device, comprising:
First acquisition unit, for when detect carry control object identity portrait generate instruction when, according to described
Object identity is managed, from the achievement data collection for obtaining control object in unit interval in real-time data base；
Integration and storage unit, for carrying out business pass to the achievement data collection according to preset business association relationship
Connection integration, obtains relationship report, and the relationship report is stored into relational database；
Second acquisition unit, for being obtained from presetting database based on the control object identity and the relationship report
Access is according to correlation model；The data correlation model is used to calculate according to the data in the relationship report control object
Representation data；
Image-drawing unit, for calling drawing tool to generate control object portrait according to the representation data；
Display unit, for showing the control object portrait.
The third aspect of the embodiment of the present invention provides a kind of terminal device, including memory, processor and is stored in
In the memory and the computer program that can run on the processor, when the processor executes the computer program
Realize following steps:
When detecting that the portrait for carrying control object identity generates instruction, according to the control object identity, from reality
When database in obtain unit interval in control object achievement data collection；
According to preset business association relationship, business association integration is carried out to the achievement data collection, obtains relationship report,
And the relationship report is stored into relational database；
Based on the control object identity and the relationship report, data correlation model is obtained from presetting database；Institute
Data correlation model is stated for calculating the representation data of the control object according to the data in the relationship report；
Drawing tool is called to generate control object portrait according to the representation data；
Show the control object portrait.
The fourth aspect of the embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage
Media storage has computer program, and the computer program realizes following steps when being executed by processor:
When detecting that the portrait for carrying control object identity generates instruction, according to the control object identity, from reality
When database in obtain unit interval in control object achievement data collection；
According to preset business association relationship, business association integration is carried out to the achievement data collection, obtains relationship report,
And the relationship report is stored into relational database；
Based on the control object identity and the relationship report, data correlation model is obtained from presetting database；Institute
Data correlation model is stated for calculating the representation data of the control object according to the data in the relationship report；
Drawing tool is called to generate control object portrait according to the representation data；
Show the control object portrait.
Implement a kind of control object portrait generation method provided in an embodiment of the present invention, terminal device and computer-readable deposits
Storage media has the advantages that
A kind of control object portrait generation method provided in an embodiment of the present invention, by obtaining unit from real-time data base
The achievement data collection of control object in period, then business association is carried out to the achievement data collection and integrates to obtain relationship report, then
Based on control object identity and relationship report, data correlation model is obtained from presetting database, by the correlation model according to
The representation data of data measuring and calculating control object in relationship report, and then drawing tool is called to generate control pair according to representation data
It as portrait, is finally shown to control object portrait, improves the effect being monitored to the operational data of control object
Rate.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is a kind of implementation flow chart of control object portrait generation method provided in an embodiment of the present invention；
Fig. 2 be another embodiment of the present invention provides a kind of control object portrait generation method implementation flow chart；
Fig. 3 is a kind of implementation flow chart for control object portrait generation method that yet another embodiment of the invention provides；
Fig. 4 is a kind of structural block diagram of terminal device provided in an embodiment of the present invention；
Fig. 5 be another embodiment of the present invention provides a kind of terminal device structural block diagram.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
Referring to Fig. 1, Fig. 1 is a kind of implementation process of control object portrait generation method provided in an embodiment of the present invention
Figure.In the present embodiment, the executing subject of control object portrait generation method is terminal device, and terminal device is for monitoring control pair
As the operational data produced at work, managing can be carried out data transmission between object and terminal device by wireless network.
Terminal device includes but is not limited to smart phone, tablet computer or desktop computer.Control object portrait generation side as shown in Figure 1
Method the following steps are included:
S11: when detecting that the portrait for carrying control object identity generates instruction, according to the control object identity,
From the achievement data collection for obtaining control object in unit interval in real-time data base.
In step s 11, control object can be the equipment in Internet of Things or the various instrument and meters in workshop
Deng for industrial equipment.
For example, control object can be household electrical appliance or smart home in Internet of Things etc..
For another example control object can be the master control platform in workshop, production vehicle is provided on master control platform
Between in all production equipments control area.
Control object identity for being distinguished between the other equipment in same Internet of Things, or in workshop
Other equipment between distinguish.Real-time data base in real time record Internet of Things in all control objects during the work time
The monitoring data reported, or the monitoring that all control objects for being recorded in workshop in real time report during the work time
Data.
Information in real-time data base is at least used to describe pair between control object, monitoring data and time point of monitoring
It should be related to.Unit interval is the time dimension of sampling manifold, namely for describing to obtain achievement data from real-time data base
The time range of collection.
In the present embodiment, the control object in Internet of Things or in workshop includes being able to record self operational data
Equipment, and the equipment that self operational data can not be recorded.Real-time data base can be the institute in Internet of Things or in workshop
There is control object to provide data and report interface, reports each control object of interface to remember during the work time by each data
The operation data recorded.
In practical applications, real-time data base can report interface to be able to record self operational data by data
The data that equipment reports, the equipment for that can not record self operational data can be the type configuration data of device Acquisition Instrument
Device, the data that real-time data base can report interface data acquisition instrument to report by data.
It should be noted that the unit time is the time for the control object work being recorded in real-time data base, when unit
Between the length unit of section can be at least one of year, season, the moon, week, day, hour, minute and second.
As a kind of mode in the cards of the present embodiment, manage number that object identity includes: the control object,
At least one of location and title.Step S11 can specifically include:
When detect carry control object identity portrait generate instruction when, according to it is described control object number,
At least one of location and title, from the achievement data collection for obtaining control object in unit interval in real-time data base.
In the present embodiment, had recorded in real-time data base in Internet of Things or in workshop all control objects work
Data, at least one of number, address and title by managing object can determine control pair from real-time data base
The all working data of elephant.
For managing object and be wireless router, the data transmission speed of the wireless router is recorded in real-time data base
Rate, data transmission total amount, electricity consumption etc..According to the number of wireless router, address or title, determined from real-time data base
The operational data of wireless router out.In practical applications, same function or same type of control object may include multiple,
Therefore in the identical situation of multiple identical control object namings, in order to ensure the achievement data collection for managing object that gets
The number of wireless router, address and title can be carried out any combination by accuracy, as control object identity.
S12: according to preset business association relationship, business association integration is carried out to the achievement data collection, obtains relationship
Report, and the relationship report is stored into relational database.
In step s 12, preset business association relationship refers to, manage object different working modes and business information it
Between corresponding relationship.Wherein, the different working modes of object are managed by the operational data of control object and/or the work of control object
Make the time to be embodied, namely operational data and/or the working time of control object, the pass between the operating mode of control object
Connection relationship, and there are corresponding relationships between operating mode and business information.Relationship report is for every in description indexes data set
Corresponding relationship between group data from the sample survey and business information.
It should be noted that every group of data from the sample survey that achievement data of the control object in unit interval is concentrated, including
For characterizing the physical parameter in the control object course of work.It include the element for characterizing physical parameter in relationship report,
For example, data from the sample survey includes voltage and current, then the element for including in relationship report has letter U for indicating voltage and is used for
Indicate the alphabetical I of electric current.
In the present embodiment, business association integration is carried out to achievement data collection, is the data from the sample survey concentrated to achievement data
It is associated classification with business information, or marks corresponding business information for data from the sample survey.
As a kind of mode in the cards of the present embodiment, it includes the control pair in unit interval that achievement data, which is concentrated,
The N group data from the sample survey of elephant, wherein N is greater than 1.Step S12 can specifically include:
Obtain the achievement data concentrate every group described in data from the sample survey temporal characteristics and/or numberical range feature；According to
The temporal characteristics and/or the numberical range feature determine the associated services information of the control object from the presets list；
Wherein, the information in described the presets list is for describing business information and the temporal characteristics and/or the numberical range feature
Between corresponding relationship；By data from the sample survey described in every group, and associated services information corresponding with data from the sample survey described in every group, it is right
It should store into default reports model, obtain relationship report；The relationship report is stored into relational database.
In the present embodiment, temporal characteristics may include data from the sample survey for characterizing the corresponding temporal information of data from the sample survey
Acquisition time, or acquisition the period.Numberical range feature be used for characterize the corresponding operational data of data from the sample survey numerically under
Limit namely maximum value and minimum value.
It should be noted that the temporal characteristics or numberical range feature due to this monitoring device can distinguish control object
Different working modes, therefore can be corresponding by the different working modes and different business information of managing object.
For managing the central air-conditioning that object is certain market a-quadrant.
For example, the temporal characteristics can correspond to when the temporal characteristics in the data from the sample survey of air-conditioning can be the 14 of 5 days 6 months
The operating mode of air-conditioning is refrigeration mode, and corresponding business information, which can be, provides temperature adjusting for certain market a-quadrant.
For another example the numberical range feature in the data from the sample survey of air-conditioning can be 23 DEG C to 26 DEG C of auxiliary heating, 8 meters of wind speed
Per second, the operating mode which can correspond to air-conditioning is dehumidification mode or heating mode, corresponding business information
It can be and provide dehumidifying or temperature adjusting for certain market a-quadrant.
It is understood that the control object of different type or different function, can specifically make according to control object
With situation, working time and/or numberical range is selected to carry out business information association.
S13: based on the control object identity and the relationship report, data correlation mould is obtained from presetting database
Type.
In step s 13, data correlation model is used to calculate the control object according to the data in the relationship report
Representation data.Representation data is used to characterize the working condition variation tendency of control object in unit interval.
It should be noted that the data in presetting database are for the element in characterize data correlation model and relationship report
Between corresponding relationship.
In this practical application, the data in presetting database can be set according to the property parameters of control object,
According to different type or the control object of different function, basic data correlation model can be configured with special data and be associated with mould
Type, wherein basic data correlation model is all monitored applicable data correlation models, and special data correlation model is then
The applicable data correlation model of individual monitored data.
It is understood that data correlation model can be it is existing for calculate control object physical characteristic, Huo Zheguan
Control the mathematical formulae or equation expression formula of the operational data trend of object.
As a kind of mode in the cards of the present embodiment, step S13 be can specifically include:
According to the control object identity, the monitor factor of the control object is determined from the relationship report；According to
The monitor factor obtains data correlation model from presetting database.
It in the present embodiment, include operation Variable Factors in data correlation model, which is monitor factor
Proper subclass.
It should be noted that can also include operation constant factor in data correlation model, which having
It is known constant in body calculating process.
In order to avoid the data correlation model got from presetting database, can not be surveyed according to the data in relationship report
The representation data for calculating control object obtains data correlation based on control object identity and relationship report from presetting database
When model, by limiting operation Variable Factors as the proper subclass of monitor factor, so that the fortune in the data correlation model got
Variable Factors are calculated to be comprised in relationship report.
It is understood that in the data correlation model for containing operation Variable Factors in monitor factor, therefore getting
Operation Variable Factors can determine specific value in relationship report, but the set of operation Variable Factors composition is not equal to monitoring
The set of factor composition.
S14: drawing tool is called to generate control object portrait according to the representation data.
In step S14, drawing tool can be preparatory mounted drawing tool, which can be according to portrait
Data draw out control object portrait, control object portrait can in radar map, histogram, cake chart and waveform diagram extremely
Few one kind.
In practical applications, when continuous updating representation data, drawing tool can be according to the representation data of continuous updating
Generate several control object portraits.
S15: the display control object portrait.
In practical applications, when managing object portrait as several, display control object portrait is specifically according to control pair
As the genesis sequence of portrait, several control object portraits are successively shown.
Above as can be seen that a kind of control object portrait generation method provided in this embodiment passes through from real-time data base
The achievement data collection of control object in unit interval is obtained, then business association is carried out to the achievement data collection and integrates to obtain relationship
Report, then based on control object identity and relationship report, data correlation model is obtained from presetting database, passes through the association mould
Type manages the representation data of object according to the data measuring and calculating in relationship report, and then drawing tool is called to be generated according to representation data
Object portrait is managed, is finally shown to control object portrait, improves and the operational data of control object is supervised
The efficiency of control.
Referring to Fig. 2, Fig. 2 be another embodiment of the present invention provides a kind of control object portrait generation method realization stream
Cheng Tu.Relative to the corresponding embodiment of Fig. 1, control object portrait generation method provided in this embodiment is gone back after step s 11
Including S21~S24.Details are as follows:
S21: according to preset abnormal data picking rule, abnormal data inspection is carried out to the data in the real-time data base
It surveys；The abnormal data is the data that the control object work is monitored in abnormality.
S22: when detecting that there are abnormal datas in the real-time data base, then the corresponding history of the control object is obtained
Reference data set.
S23: corrected parameter is determined according to the history reference data acquisition system, and according to the corrected parameter to the exception
Data are modified, and obtain target data.
S24: operation is replaced to the abnormal data in the real-time data base using the target data.
In the present embodiment, preset abnormal data picking rule can be preconfigured, manage object by statistics
Data under abnormal operation, and then corresponding abnormal data threshold value is set, it can be from data acquisition system based on the threshold value
Filter out abnormal data.The abnormal data of control object is monitored and deposits when control object is in abnormal operation
The data of storage.Data in history reference data acquisition system are then control object in previous course of normal operation, are monitored and arrive
And the data stored.In view of managing the working condition of object under different periods there may be difference, namely control object with
Toward course of normal operation in be also possible to be detected and be recorded the biggish data acquisition system of difference, in order to improve history reference number
It can be the data of association in time according to the availability and reasonability of set, between history reference data acquisition system and abnormal data,
That is, in the occurrence time for the abnormal data for being detected and being recorded, with history reference data acquisition system detected and being recorded
The opportunity that data occur is identical.Corrected parameter is maximum value data, minimum Value Data or flat in history reference data acquisition system
Mean data.
It should be noted that since abnormal data is the data for managing object work under abnormality, to pipe
When the work shape volume data of control object analyze or further utilize, abnormal data can not be then adopted.And in some spies
In different data analysis scene, in order to guarantee the integrality of data, need to be modified abnormal data.
Target data is the data after abnormal data is corrected, by by the abnormal number in target data and real-time data base
According to operation is replaced, can make each data in real-time data base is that control object is in quilt under normal operating conditions
The data of record.
It in practice, include abnormal data and non-abnormal data in real-time data base, and the data in real-time data base can
Think that there are the serial correlation factors between ordered data namely two adjacent data, for example, sequential correlation.In order to guarantee to repair
Still maintain original serial correlation between each data in real-time data base after just, to using target data to real-time
When abnormal data in database is replaced operation, what is only replaced is the numerical value that data are characterized, and original data attribute is equal
It does not replace or changes.
The generation method as can be seen that a kind of control object provided in this embodiment is drawn a portrait above, by from real-time data base
The achievement data collection of control object in middle acquisition unit interval, then achievement data collection progress business association is integrated and is closed
It is report, then based on control object identity and relationship report, data correlation model is obtained from presetting database, passes through the association
Model manages the representation data of object according to the data measuring and calculating in relationship report, and then calls drawing tool raw according to representation data
It at control object portrait, is finally shown to control object portrait, improves and the operational data of control object is carried out
The efficiency of monitoring.
In addition, by being modified using corrected parameter to abnormal data, and the number of targets that amendment abnormal data is obtained
It is replaced according to the abnormal data in implementation database, not only avoids data error caused by due to artificial correction data,
Also improve the utilization rate of data.
Referring to Fig. 3, Fig. 3 is a kind of realization stream for control object portrait generation method that yet another embodiment of the invention provides
Cheng Tu.Based on any of the above-described embodiment, control object portrait generation method provided in this embodiment further includes after the step s 15
S31~S32.Details are as follows:
S31: it is configured to distinguish the label of the associated services information.
S32: the label is configured for characterizing the region of the representation data into the control object portrait.
In order to more comprehensively more intuitively show the operational data characteristic of control object, by configuring and associated services information pair
The label answered, and in the control object portrait shown, label allocation on corresponding representation data region enriches control pair
The operational data of elephant shows form.
Referring to Fig. 4, Fig. 4 is a kind of structural block diagram of terminal device provided in an embodiment of the present invention.In the present embodiment
Terminal device can be the terminal devices such as smart phone, tablet computer.The each unit that the terminal device includes is for executing Fig. 1 extremely
Each step in the corresponding embodiment of Fig. 3.Referring specifically to the phase in embodiment corresponding to Fig. 1 to Fig. 3 and Fig. 1 to Fig. 3
Close description.For ease of description, only the parts related to this embodiment are shown.Referring to fig. 4, terminal device 400 includes: first
Acquiring unit 41, integration and storage unit 42, second acquisition unit 43, image-drawing unit 44 and display unit 45.Wherein:
First acquisition unit 41, for when detect carry control object identity portrait generate instruction when, according to institute
Control object identity is stated, from the achievement data collection for obtaining control object in unit interval in real-time data base.
Integration and storage unit 42, for carrying out business to the achievement data collection according to preset business association relationship
Association integration, obtains relationship report, and the relationship report is stored into relational database.
Second acquisition unit 43, for being based on the control object identity and the relationship report, from presetting database
Obtain data correlation model；The data correlation model is used to calculate the control object according to the data in the relationship report
Representation data.
Image-drawing unit 44, for calling drawing tool to generate control object portrait according to the representation data.
Display unit 45, for showing the control object portrait.
As an embodiment of the present invention, terminal device further include: abnormality detecting unit, third acquiring unit, amending unit
And replacement unit.Wherein:
Abnormality detecting unit is used for according to preset abnormal data picking rule, to the data in the real-time data base
Carry out anomaly data detection；The abnormal data is the data that the control object work is monitored in abnormality.
Third acquiring unit detects that there are abnormal datas in the real-time data base, then obtain the control for working as
The corresponding history reference data acquisition system of object.
Amending unit, for determining corrected parameter according to the history reference data acquisition system, and according to the corrected parameter
The abnormal data is modified, target data is obtained.
Replacement unit, for being replaced behaviour to the abnormal data in the real-time data base using the target data
Make.
As an embodiment of the present invention, terminal device further include: tag unit and configuration unit.Specifically:
Tag unit distinguishes the label of the associated services information for being configured to.
Configuration unit, for configuring the mark for characterizing the region of the representation data into the control object portrait
Label.
As an embodiment of the present invention, the control object identity includes: number, address and the name of the control object
At least one of claim.
First acquisition unit 41 is specifically used for, when detecting that the portrait for carrying control object identity generates instruction, root
According at least one of number, address and the title of the control object, obtained in unit interval from real-time data base
Manage the achievement data collection of object.
As an embodiment of the present invention, it includes the N group sampling for managing object in unit interval that achievement data, which is concentrated,
Data, wherein N is greater than 1.
Integration be specifically used for storage unit 42, obtain the achievement data concentrate every group described in data from the sample survey time spy
Sign and/or numberical range feature；According to the temporal characteristics and/or the numberical range feature, institute is determined from the presets list
State the associated services information of control object；Wherein, the information in described the presets list is for describing business information and the time
Corresponding relationship between feature and/or the numberical range feature；It is taken out by data from the sample survey described in every group, and with described in every group
The corresponding associated services information of sample data, correspondence are stored into default reports model, obtain relationship report；By the relationship report
It stores into relational database.
As an embodiment of the present invention, second acquisition unit 43 is specifically used for, according to the control object identity, from described
The monitor factor of the control object is determined in relationship report；According to the monitor factor, data are obtained from presetting database
Correlation model, wherein the operation Variable Factors in the data correlation model are the proper subclass of the monitor factor.
Above as can be seen that terminal device provided in this embodiment from real-time data base by obtaining in unit interval
The achievement data collection of object is managed, then business association is carried out to the achievement data collection and integrates to obtain relationship report, then based on control
Object identity and relationship report obtain data correlation model, by the correlation model according to relationship report from presetting database
In data measuring and calculating control object representation data, and then call drawing tool according to representation data generate control object portrait,
It is finally shown to control object portrait, improves the efficiency being monitored to the operational data of control object.
In addition, by being modified using corrected parameter to abnormal data, and the number of targets that amendment abnormal data is obtained
It is replaced according to the abnormal data in implementation database, not only avoids data error caused by due to artificial correction data,
Also improve the utilization rate of data.
Fig. 5 be another embodiment of the present invention provides a kind of terminal device structural block diagram.As shown in figure 5, the embodiment
Terminal device 5 include: processor 50, memory 51 and be stored in the memory 51 and can be on the processor 50
The computer program 52 of operation, such as the program of control object portrait generation method.Processor 50 executes the computer program
The step in above-mentioned each control object portrait each embodiment of generation method, such as S11 shown in FIG. 1 to S15 are realized when 52.Or
Person, the processor 50 realize the function of each unit in the corresponding embodiment of above-mentioned Fig. 4, example when executing the computer program 52
Such as, the function of unit 41 to 45 shown in Fig. 4 is not gone to live in the household of one's in-laws on getting married herein referring specifically to the associated description in the corresponding embodiment of Fig. 4
It states.
Illustratively, the computer program 52 can be divided into one or more units, one or more of
Unit is stored in the memory 51, and is executed by the processor 50, to complete the present invention.One or more of lists
Member can be the series of computation machine program instruction section that can complete specific function, and the instruction segment is for describing the computer journey
Implementation procedure of the sequence 52 in the terminal device 5.For example, the computer program 52 can be divided into the first acquisition list
Member, integration and storage unit, second acquisition unit, image-drawing unit and display unit, each unit concrete function are as described above.
The terminal device may include, but be not limited only to, processor 50, memory 51.Those skilled in the art can manage
Solution, Fig. 5 is only the example of terminal device 5, does not constitute the restriction to terminal device 5, may include more or more than illustrating
Few component perhaps combines certain components or different components, such as the terminal device can also be set including input and output
Standby, network access equipment, bus etc..
Alleged processor 50 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
The memory 51 can be the internal storage unit of the terminal device 5, such as the hard disk or interior of terminal device 5
It deposits.The memory 51 is also possible to the External memory equipment of the terminal device 4, such as be equipped on the terminal device 5
Plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card dodge
Deposit card (Flash Card) etc..Further, the memory 51 can also both include the storage inside list of the terminal device 5
Member also includes External memory equipment.The memory 51 is for storing needed for the computer program and the terminal device
Other programs and data.The memory 51 can be also used for temporarily storing the data that has exported or will export.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although referring to aforementioned reality
Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all
It is included within protection scope of the present invention.
Claims (10)
- The generation method 1. a kind of control object is drawn a portrait characterized by comprisingWhen detecting that the portrait for carrying control object identity generates instruction, according to the control object identity, from real-time number According to the achievement data collection for obtaining control object in unit interval in library；According to preset business association relationship, business association integration is carried out to the achievement data collection, obtains relationship report, and will The relationship report is stored into relational database；Based on the control object identity and the relationship report, data correlation model is obtained from presetting database；The number It is used to calculate according to the data in the relationship report representation data of the control object according to correlation model；Drawing tool is called to generate control object portrait according to the representation data；Show the control object portrait.
- The generation method 2. control object according to claim 1 is drawn a portrait, which is characterized in that described ought detect carries pipe When controlling the portrait generation instruction of object identity, according to the control object identity, unit interval is obtained from real-time data base Before the achievement data collection of interior control object, further includes:According to preset abnormal data picking rule, anomaly data detection is carried out to the data in the real-time data base；It is described Abnormal data is the data that the control object work is monitored in abnormality；When detecting that there are abnormal datas in the real-time data base, then the corresponding history reference data of the control object are obtained Set；Corrected parameter is determined according to the history reference data acquisition system, and the abnormal data is carried out according to the corrected parameter Amendment, obtains target data；Operation is replaced to the abnormal data in the real-time data base using the target data.
- The generation method 3. control object according to claim 1 is drawn a portrait, which is characterized in that the control object identity packet It includes: at least one of number, address and the title of the control object；It is described when detect carry control object identity portrait generate instruction when, according to the control object identity, from reality When database in obtain unit interval in control object achievement data collection, comprising:When detecting that the portrait for carrying control object identity generates instruction, according to the control number of object, address with And at least one of title, from the achievement data collection for obtaining control object in unit interval in real-time data base.
- The generation method 4. control object according to claim 1 is drawn a portrait, which is characterized in that the achievement data, which is concentrated, includes The N group data from the sample survey of the control object in unit interval, wherein N is greater than 1；It is described that business association integration is carried out to the achievement data collection, obtains relationship report according to preset business association relationship, And the relationship report is stored into relational database, comprising:Obtain the achievement data concentrate every group described in data from the sample survey temporal characteristics and/or numberical range feature；According to the temporal characteristics and/or the numberical range feature, the association of the control object is determined from the presets list Business information；Wherein, the information in described the presets list is for describing business information and the temporal characteristics and/or the number The corresponding relationship being worth between scoped features；By data from the sample survey described in every group, and associated services information corresponding with data from the sample survey described in every group, correspondence are stored to pre- If in reports model, obtaining relationship report；The relationship report is stored into relational database.
- The generation method 5. control object according to claim 1 is drawn a portrait, which is characterized in that described to be based on the control object Mark and the relationship report, obtain data correlation model from presetting database, comprising:According to the control object identity, the monitor factor of the control object is determined from the relationship report；According to the monitor factor, data correlation model is obtained from presetting database, wherein in the data correlation model Operation Variable Factors are the proper subclass of the monitor factor.
- The generation method 6. control object according to claim 4 is drawn a portrait, which is characterized in that the calling drawing tool according to The representation data generates after control object portrait, further includes:It is configured to distinguish the label of the associated services information；The label is configured for characterizing the region of the representation data into the control object portrait.
- 7. a kind of terminal device characterized by comprisingFirst acquisition unit, for when detect carry control object identity portrait generate instruction when, according to the control Object identity, from the achievement data collection for obtaining control object in unit interval in real-time data base；Integration and storage unit, for it is whole to carry out business association to the achievement data collection according to preset business association relationship It closes, obtains relationship report, and the relationship report is stored into relational database；Second acquisition unit, for obtaining number from presetting database based on the control object identity and the relationship report According to correlation model；The data correlation model is used to calculate according to the data in the relationship report portrait of the control object Data；Image-drawing unit, for calling drawing tool to generate control object portrait according to the representation data；Display unit, for showing the control object portrait.
- 8. terminal device according to claim 7, which is characterized in that further include:Abnormality detecting unit, for being carried out to the data in the real-time data base according to preset abnormal data picking rule Anomaly data detection；The abnormal data is the data that the control object work is monitored in abnormality；Third acquiring unit, for when detecting that there are abnormal datas in the real-time data base, then obtaining the control object Corresponding history reference data acquisition system；Amending unit, for determining corrected parameter according to the history reference data acquisition system, and according to the corrected parameter to institute It states abnormal data to be modified, obtains target data；Replacement unit, for being replaced operation to the abnormal data in the real-time data base using the target data.
- 9. a kind of terminal device, which is characterized in that the terminal device includes memory, processor and is stored in the storage In device and the computer program that can run on the processor, the processor are realized as follows when executing the computer program Step:When detecting that the portrait for carrying control object identity generates instruction, according to the control object identity, from real-time number According to the achievement data collection for obtaining control object in unit interval in library；According to preset business association relationship, business association integration is carried out to the achievement data collection, obtains relationship report, and will The relationship report is stored into relational database；Based on the control object identity and the relationship report, data correlation model is obtained from presetting database；The number It is used to calculate according to the data in the relationship report representation data of the control object according to correlation model；Drawing tool is called to generate control object portrait according to the representation data；Show the control object portrait.
- 10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists In when the computer program is executed by processor the step of any one of such as claim 1 to 6 of realization the method.
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