CN109800274A - Power grid big data association mining achievement life cycle management method for digging - Google Patents
Power grid big data association mining achievement life cycle management method for digging Download PDFInfo
- Publication number
- CN109800274A CN109800274A CN201811529613.9A CN201811529613A CN109800274A CN 109800274 A CN109800274 A CN 109800274A CN 201811529613 A CN201811529613 A CN 201811529613A CN 109800274 A CN109800274 A CN 109800274A
- Authority
- CN
- China
- Prior art keywords
- achievement
- life cycle
- association mining
- power grid
- big data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000005065 mining Methods 0.000 title claims abstract description 102
- 238000007726 management method Methods 0.000 title claims abstract description 45
- 238000000034 method Methods 0.000 claims abstract description 14
- 230000007423 decrease Effects 0.000 claims description 13
- 238000013439 planning Methods 0.000 claims description 10
- 238000004458 analytical method Methods 0.000 claims description 7
- 230000015572 biosynthetic process Effects 0.000 claims description 7
- 238000011156 evaluation Methods 0.000 claims description 7
- 238000012217 deletion Methods 0.000 claims description 6
- 230000037430 deletion Effects 0.000 claims description 6
- 238000012544 monitoring process Methods 0.000 claims description 5
- 238000009412 basement excavation Methods 0.000 claims description 4
- 230000004048 modification Effects 0.000 claims description 4
- 238000012986 modification Methods 0.000 claims description 4
- 230000007774 longterm Effects 0.000 claims description 2
- 238000007405 data analysis Methods 0.000 abstract description 4
- 238000005516 engineering process Methods 0.000 abstract description 4
- 238000013523 data management Methods 0.000 abstract description 2
- 238000011161 development Methods 0.000 description 2
- 230000007246 mechanism Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000009466 transformation Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000007418 data mining Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000004069 differentiation Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000010606 normalization Methods 0.000 description 1
- 238000007634 remodeling Methods 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 230000002459 sustained effect Effects 0.000 description 1
Classifications
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention belongs to power grid enterprises' field of engineering technology, more particularly to a kind of power grid big data association mining achievement life cycle management method for digging, the specifically association mining achievement whole-life cycle fee method and system based on big data realizes power grid association mining, data analysis and management.The present invention is the following steps are included: formulate life cycle interpretational criteria；Formulate life cycle operating right；Life cycle belonging to evaluating；It is excavated according to the affiliated stage.The present invention can divide life cycle to association mining theme and establish corresponding association mining theme library according to life cycle, association mining achievement is managed according to locating life cycle, power grid big data achievement whole-life cycle fee level is improved to reach, realize that the purpose monitored to the association mining achievement complete period, the method for the present invention can effectively push power grid big data association mining closed loop management.
Description
Technical field
The invention belongs to power grid enterprises' field of engineering technology more particularly to a kind of power grid big data association mining achievement full longevity
Period method for digging, specifically the association mining achievement whole-life cycle fee method and system based on big data are ordered, realizes electricity
Net association mining, data analysis and management.
Background technique
In in-depth State Grid Corporation of China " Two change " comprehensively, creation " world-class power grid, world-class enterprise ", and
Under the overall background of " three collection five are built greatly " work, real-time, comprehensive prison is carried out to power grid operation information in operation monitoring (control) center
It surveys, carries out monitoring point using big data analysis means, make modernization high efficiency operation system for company and laid solid foundation.
Electric power big data has the 5V feature of big data, is the necessary process that power industry technologies are reformed in energy revolution.
Electric power big data is not only technological progress, is even more related to entire electric system idea of development, management body under big data era
The major transformation of system and technology path etc., is the jump of next-generation intelligent electric Force system form of value under big data era
It rises.Remodeling electric power core value and transformation electric power development mode are two core main lines of electric power big data.
Currently, there are the following problems in power grid operation association mining and the management of electric power big data analysis:
In the management of existing power grid big data association mining, data type and the complicated multiplicity of analysis method lack mature effective
Management system and evaluation mechanism can not carry out overall process, systematized management to achievement.
In order to solve the above problem, the present invention proposes a kind of power grid big data association mining achievement life cycle management method for digging
And system.This method evaluates the affiliated life cycle of power grid big data association mining achievement, takes not for different phase
Same Mining Strategy is realized and is monitored to the association mining achievement complete period, effectively pushes the closed loop pipe of power grid big data association mining
Reason.
Summary of the invention
For the above-mentioned association mining of power grid in the prior art management method there are problem, power grid association mining method lacks
Effective management system and evaluation mechanism, association mining achievement lack effective management means, are unfavorable for being total to for power grid association mining
It enjoys and place the deficiencies of sustained improvement, the invention proposes a kind of power grid big data association mining achievement life cycle management excavation sides
Method, its purpose is to divide life cycle to association mining theme and establish corresponding association mining according to life cycle
Association mining achievement is excavated in theme library according to locating life cycle, and it is horizontal to effectively improve the result's management of power grid big data.
In order to achieve the above-mentioned object of the invention, what the present invention adopts the following technical solutions to realize:
Power grid big data association mining achievement life cycle management method for digging, comprising the following steps:
Step 1. formulates life cycle interpretational criteria；
Step 2. formulates life cycle operating right；
Step 3. evaluates affiliated life cycle；
Step 4. is excavated according to the affiliated stage.
The life cycle interpretational criteria, comprising:
(1) the formation phase is that the association mining not yet carried out is analyzed business, is stored in planning library；
(2) growth period is the service application for capableing of pilot through examining, and is stored in pilot library；
(3) manhood is to reach the whole province to promote desired service application, is stored in product library.
(4) declining period is that service application has been not suitable with current business demand, is stored in cancelling stocks.
Life cycle belonging to the evaluation includes: to evaluate the life cycle of association mining achievement, and must produce result institute
In life cycle.
The life cycle includes but is not limited to the phase that be formed, growth period, manhood and decline phase.
The power grid big data association mining achievement life cycle management method for digging takes different life cycles
Corresponding management strategy establishes different life cycle corresponding association mining themes library；Association mining theme library includes planning
Library, pilot library, product library and cancelling stocks.
The association mining achievement includes but is not limited to the data, analysis method and data medium of association mining.
The analysis method includes but is not limited to clustering methodology, correlation fractal dimension.
The data include but is not limited to monitoring data, operation data and fault data.
The data medium includes but is not limited to business intelligence tools.
Excavate according to the affiliated stage includes: to implement different excavation schemes for different life cycles:
(1) the association mining achievement Classification Management that will complete evaluation, is put into planning library for the association mining achievement for the phase that formed, will give birth to
Long-term association mining achievement is put into pilot library；
(2) the association mining achievement of manhood is put into product library；
(3) the association mining achievement cancelling stocks of decline phase is handled；
Wherein, mining rights are limited to:
(1) formation phase and growth period association mining achievement are only limitted to publisher and Admin Access and management: forming being associated with for phase
Achievement is excavated to be checked, submitted, issued, modify and deleted by publisher and administrator；The association mining achievement in growth period by
Publisher submits it, issues and modifies, and cannot delete it, and only administrator just has deletion permission；
(2) manhood association mining achievement can be accessed by all users and be checked；Only administrator have permission it is issued, is submitted,
Modification and deletion, other staff are only capable of checking；
(3) decline phase association mining achievement is only limitted to Admin Access and management；Only administrator can check, other staff are not
Has any permission.
The present invention has the following advantages and beneficial effects:
The present invention can divide life cycle to association mining theme and establish corresponding association mining according to life cycle
Association mining achievement is excavated in theme library according to locating life cycle, realizes the classification of data mining achievement and differentiation pipe
Reason, is laid out the preferable association mining achievement of prospect, high effect culture in advance, mature association mining achievement is carried out quick
It promotes and full company promotes, effectively improve power grid big data result's management level, association mining achievement is allowed to be rapidly converted into reality
Productivity.
Detailed description of the invention
Understand for the ease of those of ordinary skill in the art and implement the present invention, with reference to the accompanying drawing and specific embodiment
The present invention is described in further detail, and the following examples are intended to illustrate the invention, it is to be understood that protection model of the invention
It encloses and is not limited by the specific implementation.
Fig. 1 is power grid big data association mining achievement life cycle management method for digging flow chart.
Specific embodiment
The present invention is a kind of power grid big data association mining achievement life cycle management method for digging, for association mining achievement
The division for carrying out life cycle, is divided into the phase of being formed, growth period, four theme periods of manhood and decline phase for its life cycle；
Corresponding different life cycles, take corresponding management strategy, establish different life cycle corresponding association mining themes library, specific to wrap
Include planning library, pilot library, product library and cancelling stocks.
As shown in Fig. 1, Fig. 1 is power grid big data association mining achievement life cycle management method for digging flow chart.
The working principle of the invention is: according to life cycle locating for power grid big data association mining achievement, carrying out to it
It is corresponding to excavate.
The present invention is a kind of power grid big data association mining achievement life cycle management method for digging, comprising the following steps:
Step 1. formulates life cycle interpretational criteria；
According to business maturity, whether be major tasks content, whether be normalization association mining, whether be that prospect is preferably sent out
Exhibition trend etc. formulates the life cycle interpretational criteria of association mining achievement.
The formation phase: the business not yet carried out is classified as the phase of being formed, and is stored in planning library；
Growth period: growth period can be in the service application of pilot through examination & approval and is stored in pilot library；
Manhood: reach the service application that the whole province's popularization requires and be stored in product library.
Declining period: service application has been not suitable with current business demand and has been stored in cancelling stocks.
Step 2. formulates life cycle operating right；
Step 3. evaluates affiliated life cycle；
It according to life cycle interpretational criteria, is evaluated including the life cycle to association mining achievement, the longevity where must producing result
Order the period.Association mining achievement can be divided into four life cycles: be divided into the phase of being formed, growth period, manhood and decline phase.
Step 4. is excavated according to the affiliated stage.
Implement different schemes for different life cycles.The association mining achievement Classification Management of evaluation will be completed, it will
The association mining achievement of formation phase is put into planning library, and the association mining achievement in growth period is put into pilot library, by the pass of manhood
Connection excavates achievement and is put into product library, finally, the association mining achievement cancelling stocks of decline phase is handled.
Wherein, mining rights are limited to:
(1) formation phase and growth period association mining achievement are only limitted to publisher and Admin Access and management: forming being associated with for phase
Achievement is excavated to be checked, submitted, issued, modify and deleted by publisher and administrator；The association mining achievement in growth period by
Publisher submits it, issues and modifies, and cannot delete it, and only administrator just has deletion permission；
(2) manhood association mining achievement can be accessed by all users and be checked；Only administrator have permission it is issued, is submitted,
Modification and deletion, other staff are only capable of checking；
(3) decline phase association mining achievement is only limitted to Admin Access and management；Only administrator can check, other staff are not
Has any permission.
The life cycle includes but is not limited to the phase that be formed, growth period, manhood and decline phase.
It is described to association mining achievement carry out life cycle division, by its life cycle be divided into the phase of being formed, growth period, at
Term and four theme periods of decline phase；Corresponding different life cycles, take corresponding management strategy, establish different life cycles pair
The association mining theme library answered, including planning library, pilot library, product library and cancelling stocks.The association mining achievement includes but unlimited
In the data, analysis method ability and data medium of association mining.
The analysis method includes but is not limited to clustering methodology, correlation fractal dimension.
The data include but is not limited to monitoring data, operation data and fault data；The data medium include but
It is not limited to business intelligence tools.
It is worth noting that, core of the invention is, realizes and phase, growth are formed to power grid big data association mining achievement
The life cycle management of phase, manhood and decline phase excavate.The foregoing is merely presently preferred embodiments of the present invention, for the purpose of the present invention
It is merely illustrative, and not restrictive.Those skilled in the art understand that the spirit defined by the claims in the present invention and
Many changes, modifications, and even equivalents may be made in range, but falls in protection scope of the present invention.
Claims (10)
1. power grid big data association mining achievement life cycle management method for digging, which comprises the following steps:
Step 1. formulates life cycle interpretational criteria；
Step 2. formulates life cycle operating right；
Step 3. evaluates affiliated life cycle；
Step 4. is excavated according to the affiliated stage.
2. power grid big data association mining achievement life cycle management method for digging according to claim 1, which is characterized in that
The life cycle interpretational criteria, comprising:
(1) the formation phase is that the association mining not yet carried out is analyzed business, is stored in planning library；
(2) growth period is the service application for capableing of pilot through examining, and is stored in pilot library；
(3) manhood is to reach the whole province to promote desired service application, is stored in product library.
(4) declining period is that service application has been not suitable with current business demand, is stored in cancelling stocks.
3. power grid big data association mining achievement life cycle management method for digging according to claim 1, which is characterized in that
Life cycle belonging to the evaluation includes: to evaluate the life cycle of association mining achievement, week in service life where must producing result
Phase.
4. power grid big data association mining achievement life cycle management method for digging according to claim 1, which is characterized in that
The life cycle includes but is not limited to the phase that be formed, growth period, manhood and decline phase.
5. power grid big data association mining achievement life cycle management method for digging according to claim 4, which is characterized in that
For different life cycles, corresponding management strategy is taken, establishes different life cycle corresponding association mining themes library；The pass
It includes planning library, pilot library, product library and cancelling stocks that connection, which excavates theme library,.
6. power grid big data association mining achievement life cycle management method for digging according to claim 1, which is characterized in that
The association mining achievement includes but is not limited to the data, analysis method and data medium of association mining.
7. power grid big data association mining achievement whole-life cycle fee method according to claim 1, which is characterized in that
The analysis method includes but is not limited to clustering methodology, correlation fractal dimension.
8. power grid big data association mining achievement life cycle management method for digging according to claim 6, which is characterized in that
The data include but is not limited to monitoring data, operation data and fault data.
9. power grid big data association mining achievement life cycle management method for digging according to claim 6, which is characterized in that
The data medium includes but is not limited to business intelligence tools.
10. power grid big data association mining achievement life cycle management method for digging according to claim 1, feature exist
In carrying out excavation according to the affiliated stage includes:
Implement different excavation schemes for different life cycles:
(1) the association mining achievement Classification Management that will complete evaluation, is put into planning library for the association mining achievement for the phase that formed, will give birth to
Long-term association mining achievement is put into pilot library；
(2) the association mining achievement of manhood is put into product library；
(3) the association mining achievement cancelling stocks of decline phase is handled；
Wherein, mining rights are limited to:
(1) formation phase and growth period association mining achievement are only limitted to publisher and Admin Access and management: forming being associated with for phase
Achievement is excavated to be checked, submitted, issued, modify and deleted by publisher and administrator；The association mining achievement in growth period by
Publisher submits it, issues and modifies, and cannot delete it, and only administrator just has deletion permission；
(2) manhood association mining achievement can be accessed by all users and be checked；Only administrator have permission it is issued, is submitted,
Modification and deletion, other staff are only capable of checking；
(3) decline phase association mining achievement is only limitted to Admin Access and management；Only administrator can check, other staff are not
Has any permission.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811529613.9A CN109800274A (en) | 2018-12-14 | 2018-12-14 | Power grid big data association mining achievement life cycle management method for digging |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811529613.9A CN109800274A (en) | 2018-12-14 | 2018-12-14 | Power grid big data association mining achievement life cycle management method for digging |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109800274A true CN109800274A (en) | 2019-05-24 |
Family
ID=66556758
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811529613.9A Pending CN109800274A (en) | 2018-12-14 | 2018-12-14 | Power grid big data association mining achievement life cycle management method for digging |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109800274A (en) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108197132A (en) * | 2017-10-09 | 2018-06-22 | 国网陕西省电力公司 | A kind of electric power asset portrait construction method and device based on chart database |
| CN108510200A (en) * | 2018-04-08 | 2018-09-07 | 北京中电普华信息技术有限公司 | The computational methods and device of data assets operation benefits based on Life cycle |
| CN108564254A (en) * | 2018-03-15 | 2018-09-21 | 国网四川省电力公司绵阳供电公司 | Controller switching equipment status visualization platform based on big data |
| CN108717415A (en) * | 2018-03-30 | 2018-10-30 | 广州供电局有限公司 | Production equipment life cycle state data modeling method and system |
-
2018
- 2018-12-14 CN CN201811529613.9A patent/CN109800274A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108197132A (en) * | 2017-10-09 | 2018-06-22 | 国网陕西省电力公司 | A kind of electric power asset portrait construction method and device based on chart database |
| CN108564254A (en) * | 2018-03-15 | 2018-09-21 | 国网四川省电力公司绵阳供电公司 | Controller switching equipment status visualization platform based on big data |
| CN108717415A (en) * | 2018-03-30 | 2018-10-30 | 广州供电局有限公司 | Production equipment life cycle state data modeling method and system |
| CN108510200A (en) * | 2018-04-08 | 2018-09-07 | 北京中电普华信息技术有限公司 | The computational methods and device of data assets operation benefits based on Life cycle |
Non-Patent Citations (1)
| Title |
|---|
| 邹帅: "浅谈基于大数据技术的电网设备全生命监测分析", 《电脑知识与技术》 * |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN112178756B (en) | Intelligent heat supply management system and working method thereof | |
| CN110059150A (en) | Hydraulic engineering Digital Archives System based on BIM+GIS | |
| CN105005570A (en) | Method and apparatus for mining massive intelligent power consumption data based on cloud computing | |
| CN103559562A (en) | Power grid intelligent operation system and achieving method thereof | |
| Han et al. | Residential space-heating energy demand in urban Southern China: An assessment for 2030 | |
| CN102194018A (en) | System and method for predictive analysis of energy consumption of building based on cloud computing | |
| CN108230183A (en) | A kind of processing method of the grid equipment various dimensions comprehensive warning based on time scale measurement | |
| CN102651115B (en) | Parallel asynchronous hybrid algorithm processing system and reservoir or Optimal Scheduling of Multi-reservoir System method | |
| CN103279834A (en) | Transformer substation monitoring information classification automated processing method | |
| CN109800274A (en) | Power grid big data association mining achievement life cycle management method for digging | |
| Wang et al. | Analysis of carbon emission differences between Chinese and Japanese buildings based on qualitative and quantitative comparisons | |
| Qun et al. | Energy-saving optimization of water supply pumping station life cycle based on BIM technology | |
| CN213027543U (en) | Power supply service command system | |
| Chen et al. | Application & development of Reliability-centered Maintenance (RCM) in China's nuclear energy field | |
| Wang et al. | Discussion on industrial internet platform construction based on power internet of things | |
| Wu et al. | The design of distributed power big data analysis framework and its application in residential electricity analysis | |
| CN105786956A (en) | Power business data mining method based on business application system | |
| Sun et al. | Research on Innovation of Total Quality Management Implementation in Aerospace Manufacturing Enterprises——Based on PDCA Cycle | |
| CN111967156A (en) | Multi-dimensional 10kV power grid loss reduction optimization method based on correlation analysis model | |
| CN111369116A (en) | Project early-stage and project early-stage management system based on visualization technology | |
| Yao et al. | The integration of BIM in the application of green building materials in construction projects | |
| Li | Research on the Application of BIM Technology in Construction Project Management | |
| Wang | Research on the Implementation and Optimization of Energy Management System in Enterprises | |
| Liu et al. | [Retracted] The Modal Analysis of Multifactor Coupling of Regional Industrial Innovation | |
| Gong et al. | Research on digital transformation and application of key business of power grid planning |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190524 |