CN109408448A - One kind can carry out centralized processing integration data to data and show platform - Google Patents
One kind can carry out centralized processing integration data to data and show platform Download PDFInfo
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- CN109408448A CN109408448A CN201811479525.2A CN201811479525A CN109408448A CN 109408448 A CN109408448 A CN 109408448A CN 201811479525 A CN201811479525 A CN 201811479525A CN 109408448 A CN109408448 A CN 109408448A
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- 230000010354 integration Effects 0.000 title claims abstract description 18
- 238000004458 analytical method Methods 0.000 claims abstract description 25
- 230000001747 exhibiting effect Effects 0.000 claims abstract description 23
- 238000007405 data analysis Methods 0.000 claims abstract description 21
- 238000012544 monitoring process Methods 0.000 claims abstract description 14
- 238000013500 data storage Methods 0.000 claims description 13
- 238000003860 storage Methods 0.000 claims description 9
- 238000006243 chemical reaction Methods 0.000 claims description 8
- 238000012517 data analytics Methods 0.000 claims description 5
- 238000009826 distribution Methods 0.000 claims description 5
- 238000012369 In process control Methods 0.000 claims description 3
- 238000004140 cleaning Methods 0.000 claims description 3
- 238000010965 in-process control Methods 0.000 claims description 3
- 238000005553 drilling Methods 0.000 claims description 2
- 230000002159 abnormal effect Effects 0.000 abstract description 5
- 238000005265 energy consumption Methods 0.000 abstract description 4
- 238000007726 management method Methods 0.000 description 7
- 238000010586 diagram Methods 0.000 description 4
- 238000000034 method Methods 0.000 description 4
- 238000013474 audit trail Methods 0.000 description 2
- 230000008901 benefit Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000007619 statistical method Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000011143 downstream manufacturing Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000002360 explosive Substances 0.000 description 1
- 230000004927 fusion Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000005065 mining Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000003466 welding Methods 0.000 description 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F15/00—Digital computers in general; Data processing equipment in general
- G06F15/02—Digital computers in general; Data processing equipment in general manually operated with input through keyboard and computation using a built-in program, e.g. pocket calculators
- G06F15/025—Digital computers in general; Data processing equipment in general manually operated with input through keyboard and computation using a built-in program, e.g. pocket calculators adapted to a specific application
- G06F15/0283—Digital computers in general; Data processing equipment in general manually operated with input through keyboard and computation using a built-in program, e.g. pocket calculators adapted to a specific application for data storage and retrieval
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon Stands for scientific apparatus such as gravitational force meters
- F16M11/20—Undercarriages with or without wheels
- F16M11/2007—Undercarriages with or without wheels comprising means allowing pivoting adjustment
- F16M11/2014—Undercarriages with or without wheels comprising means allowing pivoting adjustment around a vertical axis
Abstract
Can data be carried out with centralized processing integration data the invention discloses one kind and show platform, the data carry out centralized processing integration data to show platform including data acquisition, data routing, data analysis, Real-time Alarm analysis and data exhibiting.This can carry out centralized processing integration data to data and show platform, the processing unified to important real time data, make equipment operation condition, the real time monitoring of the data such as energy consumption, Real-time Alarm and subsequent retrospective analysis possess system support, line operation and administrative staff can be made to found the abnormal situation and be handled in time in time, data are focused on, it can log in and operate to obtain different data in different operation systems, data in each operation system connect each other, each operation system data can be observed directly, facilitate executive group quick obtaining information needed, it is easy to operate, improve data acquisition efficiency.
Description
Technical field
The present invention relates to data exhibiting platform technology field, specially one kind can carry out centralized processing integration to data
Data exhibiting platform.
Background technique
With group company's informatization and enterprise two change fusion not to propulsion, it is contemplated that enterprises it is all kinds of
IT data will enter explosive growth period, how to the storage of the big data of magnanimity, analysis mining and to show in real time will be many
The urgent need of multiple enterprises, information dataization have substantially covered each face of each side of production and management；
Current informationization system acquires in data, analyzes, shows that upper there are two big weak spots: first is that important real time data
Lack unified processing platform, to realize the functions such as the acquisition storage of important real time data, monitoring alarm, retrospective analysis, second is that
Data are dispersed, and the data in each operation system are established one's own system, and data are closed in operation system, this just gives administrator on the middle and senior level
Member can not quick obtaining information needed, current Information System, which has, in terms of comprehensive following several insufficient needs to make up:
1. the real time monitoring of the data such as pair equipment operation condition, energy consumption, Real-time Alarm and subsequent retrospective analysis lack system
It supports, line operation and administrative staff is caused to be not easy found the abnormal situation and be handled in time；
2. data are dispersed, need to log in and operated to obtain different data in different operation systems；
3. various dimensions statistical analysis is difficult, the mutual independence of data determines can not be by technological means, according to management
The demand customized management instrument board of person, so that one-stop gets desired consulting；
Can data be carried out with centralized processing integration data the purpose of the present invention is to provide one kind and show platform, with solution
The problem of certainly above-mentioned background technique proposes.
Summary of the invention
Can data be carried out with centralized processing integration data the purpose of the present invention is to provide one kind and show platform, with solution
Certainly the problems mentioned above in the background art:
1. the real time monitoring of the data such as pair equipment operation condition, energy consumption, Real-time Alarm and subsequent retrospective analysis lack system
It supports, line operation and administrative staff is caused to be not easy found the abnormal situation and be handled in time；
2. data are dispersed, need to log in and operated to obtain different data in different operation systems；
3. various dimensions statistical analysis is difficult, the mutual independence of data determines can not be by technological means, according to management
The demand customized management instrument board of person, so that one-stop gets desired consulting.
To achieve the above object, the invention provides the following technical scheme: one kind can carry out centralized processing one to data
Change data exhibiting platform, the data carry out centralized processing integration data to show platform including data acquisition, data routing, number
According to analysis, Real-time Alarm analysis and data exhibiting.
Preferably, the data acquisition comprises the following steps:
Step 1: module being lined up to data are delivered to source by acquisition interface, data are marked by lining up source module
Note and distribution；
Step 2: label and distribution module duplication shunting is carried out to data, to data carry out Real-time Alarm, data storage and
Analytic operation；
Step 3: data are delivered to alarm by Real-time Alarm, data storage and analytic operation respectively by way of lining up
Judgment module, data storage module and analytic operation module determined by the complete paired data of alarm judgment module, and to judgement after
Data carry out short message/push, data are delivered to by time series databases, relevant database by data storage module
With classified storage is carried out in mongodb.
Preferably, the data analysis comprises the following steps:
Step 1: by extracting cleaning, conversion and reprinting module to external data source progress data pick-up and data will be extracted
It carries out data conversion and data is reprinted into data warehouse, external data source includes data service and data file；
Step 2: data are delivered on line data analysis module by data warehouse, and on line data analysis module will need to analyze
Data analyzed according to Data Analysis Model, form the association between master data and associated each related angle, then will
The cube that data are delivered to after analysis；
Step 3: data are delivered in data warehouse and principal database and store by multidimensional data, while passing through multidimensional
Database completes data exhibiting.
Preferably, the data exhibiting includes such as under type:
Mode 1: completing data exhibiting by real time monitoring, shows even if being used in process control real time monitoring, including will be real
When alert analysis data by Real-time Alarm module generate warning information reflect in real time to monitor in real time；
Mode 2: completing data exhibiting by routine work report mode, i.e., those in business use than more frequently,
The data analytical statement that format and content are fixed, this system will use mature finereport as Report Designer and report
Show tool；
Mode 3: completing data exhibiting by way of data billboard, i.e., subject data is analyzed mould according to relevant data
Type carries out data pick-up, and is showed using chart, data form, and can carry out drilling analysis to data.
Compared with prior art, the beneficial effects of the present invention are: this can carry out centralized processing integration data to data
Show platform, first is that the processing unified to important real time data, come realize the acquisition storage of important real time data, monitoring alarm,
The functions such as retrospective analysis, second is that focusing on to data, the data in each operation system are connected each other, each operation system
Data can be observed directly, and executive group quick obtaining information needed is facilitated；
1, system is possessed to the real time monitoring of the data such as equipment operation condition, energy consumption, Real-time Alarm and subsequent retrospective analysis
It supports, line operation and administrative staff can be made to found the abnormal situation and be handled in time in time；
2, data are concentrated, can be logged in and operate in different operation systems to obtain different data, behaviour
Facilitate, improves data acquisition efficiency；
3, by data exhibiting, enable data by technological means, according to the demand customized management instrument board of manager,
To which one-stop gets desired consulting.
Detailed description of the invention
Fig. 1 is overall framework schematic diagram of the present invention；
Fig. 2 is data acquisition schematic diagram of the present invention；
Fig. 3 is that data of the present invention analyze schematic diagram；
Fig. 4 is operation system schematic diagram of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Fig. 1-4 is please referred to, the present invention provides a kind of technical solution: one kind can carry out data to focus on integrated number
According to showing platform, data carry out centralized processing integration data show platform include data acquisition, data routing, data analysis,
Real-time Alarm analysis and data exhibiting.
Data acquisition comprises the following steps: step 1: lining up module to data are delivered to source by acquisition interface, pass through
Line up source module data are marked and are distributed；Step 2: label and distribution module carry out duplication shunting to data, to data
Carry out Real-time Alarm, data storage and analytic operation；Step 3: Real-time Alarm, data storage and analytic operation, which pass through, lines up
Data are delivered to alarm judgment module, data storage module and analytic operation module by mode respectively, by alerting judgment module
Complete paired data determines, and short message/push to the data progress after judgement, when being delivered to data by data storage module
Between carry out classified storage in sequence database, relevant database and mongodb, line operation and administrative staff can be made quick
It found the abnormal situation and handled in time in time；
Data analysis comprise the following steps: step 1: by extract cleaning, conversion and reprint module to external data source into
Row data pick-up simultaneously will extract data progress data conversion and data reprinting into data warehouse, and external data source includes data industry
Business and data file；Step 2: data are delivered on line data analysis module by data warehouse, and on line data analysis module need to
The data to be analyzed are analyzed according to Data Analysis Model, form the association between master data and associated each related angle,
Then cube data after analysis being delivered to；Step 3: data are delivered to data warehouse and main body number by multidimensional data
Data exhibiting is completed according to being stored in library, while by multi-dimensional database, benefit load balancing, multiserver trunking mode,
It prevents business datum concentrations and data jamming is caused to interrupt service, using audit-trail, it is all what is occurred in this system
Event；
Data exhibiting includes such as under type: mode 1: data exhibiting is completed by real time monitoring, even if being used in process control
Real time monitoring shows, including Real-time Alarm analysis data are generated warning information by Real-time Alarm module and are reflected in real time to real-time
Monitoring；Mode 2: completing data exhibiting by routine work report mode, i.e., those in business use than more frequently, format
The fixed data analytical statement with content, this system will use mature finereport as Report Designer and report form showing
Tool；3: completing data exhibiting by way of data billboard, i.e., carry out subject data according to relevant Data Analysis Model
Data pick-up, and showed using chart, data form, and acquisition analysis can be carried out to data, to corresponding important number
Prevent significant data data leak to unauthorized user and entity, guarantee data according to needing to carry out data encryption using cipher mode
Availability, reliability, confidentiality, while ensuring to obtain the safety of data, while the acquisition that manager can be made one-stop
To desired consulting.
Working principle: when can data be carried out with centralized processing integration data using this showing platform, data first
By database, TPC/IP agreement, http protocol receives data and transmitted according to agreement data format for acquisition
To MQ message, then by data routing module data are read from MQ message queue and unpack according to routing policy and be distributed to downstream
Processing module, will receive data packet according to storage strategy by data storage is storage to real-time data base, or stores and arrive
Relevant database, or storage, into non-institutional database, complete paired data avoids data to the classification processing of data
Confusion, the inquiry convenient for the later period to data, by ETL data conversion module, OLAP on-line analysis module carries out data analysis,
Data conversion module mainly carries out data pick-up and will extract data progress data conversion, and on line data analysis will need to analyze
Data analyzed according to Data Analysis Model, the association between master data and associated each related angle is formed, to make
User can obtain data from all angles, and also the multi-angle comprehensive that switches over or carry out between all angles of dynamic divides
Analysis, ensure that obtain data it is comprehensive, using identification with confirm, the permission of user is controlled, phase can only be accessed
The resource and data for answering permission prevent or limit the unauthorized access through convert channel, benefit load balancing, multiserver cluster side
Formula prevents business datum concentrations and data jamming is caused to interrupt service, using audit-trail, the institute occurred in this system
There is event, usage log record to analyze reason, distinguishes responsibility, takes appropriate measures in time, to corresponding significant data
It needs to carry out data encryption using cipher mode to prevent significant data data leak to unauthorized user and entity, guarantees data
Availability, reliability, confidentiality, while ensuring to obtain the safety of data, data acquisition is collected into data according to alarm plan
Real-time Alarm analysis is slightly carried out, and analysis alarm result is pushed to user terminal, is routed to other processing modules, to its data
It is handled in time, by data exhibiting, enables data by technological means, according to the demand customized management instrument of manager
Plate provides effective and rapid data service so that one-stop gets desired consulting for enterprise's production at different levels and administrative staff,
Here it is this, and can data be carried out with the application method that centralized processing integration data shows platform.
The standardized element that the present invention uses can commercially, and shaped piece is according to specification and attached drawing note
Load can carry out customized, and the specific connection type of each part is all made of in the prior art mature bolt, rivet, welding etc.
Conventional means, mechanical, part and equipment are all made of in the prior art, conventional model, in addition circuit connection uses the prior art
Middle conventional connection type, this will not be detailed here, and the content being not described in detail in this specification belongs to this field professional technique
The prior art well known to personnel.
Although the present invention is described in detail referring to the foregoing embodiments, for those skilled in the art,
It is still possible to modify the technical solutions described in the foregoing embodiments, or part of technical characteristic is carried out etc.
With replacement, all within the spirits and principles of the present invention, any modification, equivalent replacement, improvement and so on should be included in this
Within the protection scope of invention.
Claims (4)
1. one kind can carry out centralized processing integration data to data shows platform, it is characterised in that: the data are collected
It includes data acquisition, data routing, data analysis, Real-time Alarm analysis and data exhibition that middle processing integration data, which shows platform,
It is existing.
2. one kind according to claim 1 can carry out centralized processing integration data to data shows platform, feature
Be: the data acquisition comprises the following steps:
Step 1: module is lined up to data are delivered to source by acquisition interface, data are marked by lining up source module and
Distribution；
Step 2: label and distribution module carry out duplication shunting to data, carry out Real-time Alarm, data storage and analysis to data
Operation；
Step 3: data are delivered to alarm judgement by Real-time Alarm, data storage and analytic operation respectively by way of lining up
Module, data storage module and analytic operation module, by the complete paired data judgement of alarm judgment module, and to the number after judgement
According to short message/push of progress, by data storage module by data be delivered to time series databases, relevant database and
Classified storage is carried out in mongodb.
3. one kind according to claim 1 can carry out centralized processing integration data to data shows platform, feature
Be: the data analysis comprises the following steps:
Step 1: by extracting cleaning, converting and reprinting module to external data source progress data pick-up and data progress will be extracted
Data conversion simultaneously reprint into data warehouse by data, and external data source includes data service and data file；
Step 2: data are delivered on line data analysis module, the number that on line data analysis module analyzes needs by data warehouse
It is analyzed according to according to Data Analysis Model, forms the association between master data and associated each related angle, it then will analysis
The cube that data are delivered to afterwards；
Step 3: data are delivered in data warehouse and principal database and store by multidimensional data, while passing through multidimensional data
Complete data exhibiting in library.
4. one kind according to claim 1 can carry out centralized processing integration data to data shows platform, feature
Be: the data exhibiting includes such as under type:
Mode 1: completing data exhibiting by real time monitoring, shows even if being used in process control real time monitoring, including will accuse in real time
Alert analysis data generate warning information by Real-time Alarm module and reflect in real time to real time monitoring；
Mode 2: completing data exhibiting by routine work report mode, i.e., those in business use than more frequently, format
The fixed data analytical statement with content, this system will use mature f i nereport as Report Designer and report exhibition
Existing tool；
Mode 3: completing data exhibiting by way of data billboard, i.e., by subject data according to relevant Data Analysis Model into
Row data pick-up, and showed using chart, data form, and drilling analysis can be carried out to data.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201811479525.2A CN109408448A (en) | 2018-12-05 | 2018-12-05 | One kind can carry out centralized processing integration data to data and show platform |
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| CN201811479525.2A CN109408448A (en) | 2018-12-05 | 2018-12-05 | One kind can carry out centralized processing integration data to data and show platform |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109993661A (en) * | 2019-04-04 | 2019-07-09 | 凯泰铭科技（北京）有限公司 | A kind of settlement of insurance claim data analysing method and system |
| CN112306801A (en) * | 2020-10-28 | 2021-02-02 | 联通(广东)产业互联网有限公司 | Monitoring data processing method, system and medium based on heterogeneous data source |
| CN112597232A (en) * | 2020-12-29 | 2021-04-02 | 南京小灿灿网络科技有限公司 | Data distributed publishing method and system |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101075304A (en) * | 2006-05-18 | 2007-11-21 | 河北全通通信有限公司 | Method for constructing decision supporting system of telecommunication industry based on database |
| CN101197876A (en) * | 2006-12-06 | 2008-06-11 | 中兴通讯股份有限公司 | Method and system for multi-dimensional analysis of message service data |
| CN101854277A (en) * | 2010-06-12 | 2010-10-06 | 河北全通通信有限公司 | Method for monitoring mobile communication operation analysis system |
| CN103530805A (en) * | 2013-07-19 | 2014-01-22 | 广东电网公司电力科学研究院 | Automatic settling system and method based on database and system interface |
| CN104301147A (en) * | 2014-10-24 | 2015-01-21 | 国家电网公司 | Method for monitoring service and process activities in service application system |
| CN105354616A (en) * | 2015-12-18 | 2016-02-24 | 国电南瑞科技股份有限公司 | Processing device and on-line processing method for electric power measurement asset data |
| CN105574657A (en) * | 2015-12-11 | 2016-05-11 | 山东新网格信息技术有限公司 | Intelligent police actual combat comprehensive application platform |
| CN107330826A (en) * | 2017-07-07 | 2017-11-07 | 博弗教育科技（上海）有限公司 | A kind of teaching information management system and its application method |
| CN107943668A (en) * | 2017-12-15 | 2018-04-20 | 江苏神威云数据科技有限公司 | Computer server cluster daily record monitoring method and monitor supervision platform |
-
2018
- 2018-12-05 CN CN201811479525.2A patent/CN109408448A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101075304A (en) * | 2006-05-18 | 2007-11-21 | 河北全通通信有限公司 | Method for constructing decision supporting system of telecommunication industry based on database |
| CN101197876A (en) * | 2006-12-06 | 2008-06-11 | 中兴通讯股份有限公司 | Method and system for multi-dimensional analysis of message service data |
| CN101854277A (en) * | 2010-06-12 | 2010-10-06 | 河北全通通信有限公司 | Method for monitoring mobile communication operation analysis system |
| CN103530805A (en) * | 2013-07-19 | 2014-01-22 | 广东电网公司电力科学研究院 | Automatic settling system and method based on database and system interface |
| CN104301147A (en) * | 2014-10-24 | 2015-01-21 | 国家电网公司 | Method for monitoring service and process activities in service application system |
| CN105574657A (en) * | 2015-12-11 | 2016-05-11 | 山东新网格信息技术有限公司 | Intelligent police actual combat comprehensive application platform |
| CN105354616A (en) * | 2015-12-18 | 2016-02-24 | 国电南瑞科技股份有限公司 | Processing device and on-line processing method for electric power measurement asset data |
| CN107330826A (en) * | 2017-07-07 | 2017-11-07 | 博弗教育科技（上海）有限公司 | A kind of teaching information management system and its application method |
| CN107943668A (en) * | 2017-12-15 | 2018-04-20 | 江苏神威云数据科技有限公司 | Computer server cluster daily record monitoring method and monitor supervision platform |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109993661A (en) * | 2019-04-04 | 2019-07-09 | 凯泰铭科技（北京）有限公司 | A kind of settlement of insurance claim data analysing method and system |
| CN112306801A (en) * | 2020-10-28 | 2021-02-02 | 联通(广东)产业互联网有限公司 | Monitoring data processing method, system and medium based on heterogeneous data source |
| CN112306801B (en) * | 2020-10-28 | 2023-01-03 | 联通(广东)产业互联网有限公司 | Monitoring data processing method, system and medium based on heterogeneous data source |
| CN112597232A (en) * | 2020-12-29 | 2021-04-02 | 南京小灿灿网络科技有限公司 | Data distributed publishing method and system |
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