CN109146316A - Electricity marketing inspection method, device and computer readable storage medium - Google Patents
Electricity marketing inspection method, device and computer readable storage medium Download PDFInfo
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- CN109146316A CN109146316A CN201811049408.2A CN201811049408A CN109146316A CN 109146316 A CN109146316 A CN 109146316A CN 201811049408 A CN201811049408 A CN 201811049408A CN 109146316 A CN109146316 A CN 109146316A
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Abstract
本发明提供一种电力营销稽查方法、装置及计算机可读存储介质。该电力营销稽查方法包括：获取稽查数据的历史记录构建检索数据池；从所述检索数据池中的所有字段中筛选出目标代码字段；通过多个所述目标代码字段的逻辑组合生成与所述逻辑组合对应的稽查规则；根据所述稽查规则对应的评分规则进行相应的得分统计。该方法可以降低人工成本，提高工作效率。
The present invention provides a power marketing inspection method, device and computer-readable storage medium. The power marketing auditing method includes: acquiring historical records of audit data to construct a retrieval data pool; filtering out a target code field from all fields in the retrieval data pool; Logically combine the corresponding audit rules; perform corresponding score statistics according to the scoring rules corresponding to the audit rules. The method can reduce labor costs and improve work efficiency.
Description
Technical field
The present invention relates to marketing inspection technical fields, can more particularly, to power marketing checking method, device and computer
Read storage medium.
Background technique
In recent years, Electricity customers are continuously increased, and electricity consumption increases rapidly with China's rapid economic development, some confessions
The developing and construction that main attention has been placed on electricity market by electric enterprise above, and have ignored the management measure of power marketing.Electricity
The work of power marketing inspection is power supply enterprise to block administrative vulnerability, prevents from managing loss, the sound and tied mechanism that improves oneself
Marketing work standardization, institutionalization is promoted to ensure marketing system normal operation and real to electric power sales section, management and administration
Supervision, the inspection behavior applied.Marketing inspection, which is electric energy distributors at different levels, exercises supervision the basic measure of management to daily operation
One of, the height of audit level directly decides the height of power supply enterprise's electric energy integrated service level and corresponding economic results in society
It is low.So to analyze the problem of current power marketing service management process, and taken for these problems
Corresponding evaluation measures, have become China's electric power enterprise develop in a healthy way rapidly it is inherently required.The inspection of grid company at present
The basic still manual oversight of the supervision to sales service data that works, lacks effectively evaluating system, and data application efficiency ratio
It is lower, except daily data query and business statistics, it there is no advanced application and analysis.
Summary of the invention
It is an object of the invention in view of the above problems in the prior art, provide a kind of power marketing checking method, dress
It sets and computer storage medium is for solving the deficiencies in the prior art.
Specifically, the embodiment of the invention provides a kind of power marketing checking methods, comprising:
Obtain the historical record building retrieval data pool of inspection data；
Object code field is filtered out from all fields in the retrieval data pool；
Inspection rule corresponding with the logical combination is generated by the logical combination of multiple object code fields；
Corresponding score statistics is carried out according to the corresponding code of points of the inspection rule.
As a further improvement of the above technical scheme, further includes: retrieved described in the inspection data inputting by newest acquisition
Data pool is to optimize the retrieval data pool.
As a further improvement of the above technical scheme, further includes: based on region, portfolio, sampling proportion factor to institute
It states score and carries out value revision.
As a further improvement of the above technical scheme, the score statistics is combined using business evaluation and metrics evaluation
Mode.
The embodiment of the invention also provides a kind of power marketing checking devices, comprising:
Module is constructed, for obtaining the historical record building retrieval data pool of inspection data；
Screening module, for filtering out object code field from all fields in the retrieval data pool；
Regular determining module, for being generated and the logical combination by the logical combination of multiple object code fields
Corresponding inspection rule；
Score statistical module, for carrying out corresponding score statistics according to the corresponding code of points of the inspection rule.
As a further improvement of the above technical scheme, further includes: optimization module, for by the inspection data of newest acquisition
Data pool is retrieved described in typing to optimize to the retrieval data pool.
As a further improvement of the above technical scheme, further includes: correction module, for being based on region, portfolio, sampling
Scaling factor, which is considered, carries out value revision to the score.
As a further improvement of the above technical scheme, the score statistics is combined using business evaluation and metrics evaluation
Mode.
The embodiment of the present invention also provides a kind of computer equipment, including memory and processor, and the memory is used for
Computer program is stored, the processor runs the computer program so that the computer equipment executes above-described electricity
Power marketing inspection method.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored with above-described computer equipment
The used computer program.
This is at least had the following beneficial effects: compared with existing well-known technique using technical solution provided by the invention
Power marketing checking method and device can reduce cost of labor, improve working efficiency.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 is the power marketing checking method flow diagram that one embodiment of the invention proposes；
Fig. 2 is the power marketing checking device structural schematic diagram that one embodiment of the invention proposes.
Main element symbol description:
100- constructs module；200- screening module；300- rule determining module；400- score statistical module.
Specific embodiment
Hereinafter, the various embodiments of the disclosure will be described more fully.The disclosure can have various embodiments, and
It can adjust and change wherein.It should be understood, however, that: there is no disclosure protection scope is limited to specific reality disclosed herein
The intention of example is applied, but the disclosure should be interpreted as to all in the spirit and scope for covering the various embodiments for falling into the disclosure
Adjustment, equivalent and/or optinal plan.
Hereinafter, can the term " includes " used in the various embodiments of the disclosure or " may include " instruction disclosed in
Function, operation or the presence of element, and do not limit the increase of one or more functions, operation or element.In addition, such as existing
Used in the various embodiments of the disclosure, term " includes ", " having " and its cognate are meant only to indicate special characteristic, number
Word, step, operation, the combination of element, component or aforementioned item, and be understood not to exclude first one or more other
Feature, number, step, operation, element, component or aforementioned item combined presence or increase one or more features, number,
Step, operation, element, component or aforementioned item combination a possibility that.
In the various embodiments of the disclosure, statement " at least one of A or/and B " includes the text listed file names with
Any combination or all combinations.For example, statement " A or B " or " at least one of A or/and B " may include A, may include B or can
Including A and B both.
The statement (" first ", " second " etc.) used in the various embodiments of the disclosure can be modified in various implementations
Various constituent element in example, but respective sets can not be limited into element.For example, the above statement is not intended to limit the suitable of the element
Sequence and/or importance.The above statement is only used for the purpose for differentiating an element and other elements.For example, the first user fills
It sets and indicates different user device with second user device, although the two is all user apparatus.For example, not departing from each of the disclosure
In the case where the range of kind embodiment, first element is referred to alternatively as second element, and similarly, second element is also referred to as first
Element.
It should also be noted that if a constituent element ' attach ' to another constituent element by description, it can be by the first composition member
Part is directly connected to the second constituent element, and " connection " third can form between the first constituent element and the second constituent element
Element.On the contrary, when a constituent element " being directly connected to " is arrived another constituent element, it will be appreciated that in the first constituent element
And second third constituent element is not present between constituent element.
The term used in the various embodiments of the disclosure " user " can be indicated using the people of electronic device or using electricity
The device (for example, artificial intelligence electronic device) of sub-device.
The term used in the various embodiments of the disclosure is used only for the purpose of describing specific embodiments and not anticipates
In the various embodiments of the limitation disclosure.Unless otherwise defined, otherwise all terms used herein (including technical term and
Scientific term) there is contain identical with the various normally understood meanings of embodiment one skilled in the art of the disclosure
Justice.The term (term such as limited in the dictionary generally used) be to be interpreted as have in the related technical field
The identical meaning of situational meaning and Utopian meaning or meaning too formal will be interpreted as having, unless this
It is clearly defined in disclosed various embodiments.
Embodiment 1
As shown in Figure 1, the embodiment of the invention provides a kind of power marketing checking methods, this method comprises:
S101, the historical record building retrieval data pool for obtaining inspection data.
The information query interface externally provided from marketing system obtains the historical record of relevant inspection data, by the inspection
Data are comprehensively imported into data pool, basis of formation bottom of pond；Along with other channels inspection the data obtained carries out in will be daily
It imports, expands data tank depth.
Data pool is retrieved described in inspection data inputting by newest acquisition to optimize to the retrieval data pool.Inspection
Rope data pool is after dilatation optimizes with the precision for helping improve analytical judgment.
S102, object code field is filtered out from all fields in the retrieval data pool.
There are many field retrieved in data pool, need from wherein filtering out useful object code field.Retrieve data pool
It is that the information field with judgement effect is chosen from customer electricity archives；Specifically, retrieval data pool is believed in power marketing
It ceases in management system customer electricity archives, chooses the information field foundation with logic decision meaning.Power marketing information system
A large amount of power informations of Electricity customers are saved in system, but for establishing inspection rule, and not all information field all has
It is significant；Such as user's name, address etc..To improve the recall precision of inspection rule and simplifying operation, customer electricity need to be believed
Breath field is recognized and is judged, the application has chosen the information field with power marketing policy-system strong correlation, establishes inspection
Rule search data pool.Such as: electricity consumption, electricity consumption classification etc..
S103, inspection rule corresponding with the logical combination are generated by the logical combination of multiple object code fields
Then.
The object code field of selection includes: electricity consumption classification and electricity consumption；Electricity consumption classification includes commercial power, commercial power
And residential electricity consumption；Electricity consumption includes: electricity consumption monthly and monthly variance values of electricity consumption.
If the quantity of object code field be it is N number of, according to being generated by the logical combination of N number of object code field and should
The corresponding inspection rule of logical combination.Wherein, N is positive integer.Logical relation can be or with, priority etc..
The model that object code field is imported by artificial intelligence carries out the judgement of keyword, in conjunction with the test number first entered
According to each object code field can be endowed weighted, then, can be more when judging that the corresponding inspection of certain data is regular
Accurately judge the rule of inspection corresponding to the data.
S104, corresponding score statistics is carried out according to the corresponding code of points of the inspection rule.
Power marketing checking method can also be considered and be counted to the score based on region, portfolio, sampling proportion factor
Value amendment.
The different situations for comprehensively considering each district office of each profession etc., are examined from portfolio, sampling proportion etc.
Amount, integrated use Y-factor method Y and Bayes's level method of average, the score that the rule of correspondence should be taken off carry out rationalization scaled down
(increase).
Wherein, this evaluation rule is applied not only to taking off for each score and more rationalizes, and also can in the scoring of each profession
Each innings of gap is pulled open, more can intuitively find out the advantage and disadvantage of each innings of corresponding profession.Score statistics uses business
The mode that evaluation and metrics evaluation combine.Business evaluation passes through the business of setting according to annual, half a year marketing error data
Amount, amount of sampling, deduction of points obtain the evaluation score of constituent parts, each business based on Y-factor method Y, Bayes's method of average.Metrics evaluation is just
It is a set of indicator evaluation system of framework, is combined based on entropy assessment, enabling legislation scheduling algorithm, studies " result index " and " Process Character
Index " the degree of correlation carries out quantitatively evaluating to constituent parts, each business index of correlation by index weights, code of points.
Embodiment 2
As shown in Fig. 2, the device includes: building module the embodiment of the invention provides a kind of power marketing checking device
100, screening module 200, regular determining module 300 and score statistical module 400.
Module 100 is constructed, for obtaining the historical record building retrieval data pool of inspection data.
The information query interface externally provided from marketing system obtains the historical record of relevant inspection data, by the inspection
Data are comprehensively imported into data pool, basis of formation bottom of pond；Along with other channels inspection the data obtained carries out in will be daily
It imports, expands data tank depth.
Power marketing checking device may also include optimization module, and optimization module is used for for by newest inspection data inputting
The retrieval data pool is to optimize the retrieval data pool.Data pool is retrieved after dilatation optimizes with helping improve
The precision of analytical judgment.
Screening module 200, for for filtering out object code field from all fields in the retrieval data pool.
There are many field retrieved in data pool, need from wherein filtering out useful object code field.Retrieve data pool
It is that the information field with judgement effect is chosen from customer electricity archives；Specifically, retrieval data pool is believed in power marketing
It ceases in management system customer electricity archives, chooses the information field foundation with logic decision meaning.Power marketing information system
A large amount of power informations of Electricity customers are saved in system, but for establishing inspection rule, and not all information field all has
It is significant；Such as user's name, address etc..To improve the recall precision of inspection rule and simplifying operation, customer electricity need to be believed
Breath field is recognized and is judged, the application has chosen the information field with power marketing policy-system strong correlation, establishes inspection
Rule search data pool.Such as: electricity consumption, electricity consumption classification etc..
Regular determining module 300, for being generated and the logic by the logical combination of multiple object code fields
Combine corresponding inspection rule.
The object code field of selection includes: electricity consumption classification and electricity consumption；Electricity consumption classification includes commercial power, commercial power
And residential electricity consumption；Electricity consumption includes: electricity consumption monthly and monthly variance values of electricity consumption.
If the quantity of object code field be it is N number of, according to being generated by the logical combination of N number of object code field and should
The corresponding inspection rule of logical combination.Wherein, N is positive integer.Logical relation can be or with, priority etc..
The model that object code field is imported by artificial intelligence carries out the judgement of keyword, in conjunction with the test number first entered
According to each object code field can be endowed weighted, then, can be more when judging that the corresponding inspection of certain data is regular
Accurately judge the rule of inspection corresponding to the data.
Score statistical module 400, for carrying out corresponding score statistics according to the corresponding code of points of the inspection rule.
Power marketing checking device may also include correction module, and correction module is used to be based on region, portfolio, sampling proportion
Factor, which is considered, carries out value revision to the score.
The different situations for comprehensively considering each district office of each profession etc., are examined from portfolio, sampling proportion etc.
Amount, integrated use Y-factor method Y and Bayes's level method of average, the score that the rule of correspondence should be taken off carry out rationalization scaled down
(increase).
Wherein, this evaluation rule is applied not only to taking off for each score and more rationalizes, and also can in the scoring of each profession
Each innings of gap is pulled open, more can intuitively find out the advantage and disadvantage of each innings of corresponding profession.
Score statistics is in such a way that business evaluation and metrics evaluation combine.Business evaluation is according to annual, half a year battalion
Error data is sold, by the portfolio of setting, amount of sampling, deduction of points, constituent parts, each are obtained based on Y-factor method Y, Bayes's method of average
The evaluation score of business.Metrics evaluation is exactly a set of indicator evaluation system of framework, is mutually tied based on entropy assessment, enabling legislation scheduling algorithm
It closes, " result index " and " Process Character index " degree of correlation is studied, by index weights, code of points to constituent parts, each business phase
It closes index and carries out quantitatively evaluating.
In addition, the present invention also provides a kind of computer equipment, including memory and processor, memory is for storing
Computer program, processor runs the computer program so that computer equipment executes above-described power marketing inspection side
The function of method or the modules in above-mentioned power marketing checking device.
Memory may include storing program area and storage data area, wherein storing program area can storage program area, at least
Application program needed for one function；Storage data area, which can be stored, uses created data etc. according to terminal device.In addition,
Memory may include high-speed random access memory, can also include nonvolatile memory, and a for example, at least disk is deposited
Memory device, flush memory device or other volatile solid-state parts.
The present embodiment additionally provides a kind of computer storage medium, for storing calculating used in above-mentioned computer equipment
Machine program.
It will be appreciated by those skilled in the art that the accompanying drawings are only schematic diagrams of a preferred implementation scenario, module in attached drawing or
Process is not necessarily implemented necessary to the present invention.
It will be appreciated by those skilled in the art that the module in device in implement scene can be described according to implement scene into
Row is distributed in the device of implement scene, can also be carried out corresponding change and is located at the one or more dresses for being different from this implement scene
In setting.The module of above-mentioned implement scene can be merged into a module, can also be further split into multiple submodule.
Aforementioned present invention serial number is for illustration only, does not represent the superiority and inferiority of implement scene.Disclosed above is only the present invention
Several specific implementation scenes, still, the present invention is not limited to this, and the changes that any person skilled in the art can think of is all
Protection scope of the present invention should be fallen into.
Claims (10)
1. a kind of power marketing checking method characterized by comprising
Obtain the historical record building retrieval data pool of inspection data；
Object code field is filtered out from all fields in the retrieval data pool；
Inspection rule corresponding with the logical combination is generated by the logical combination of multiple object code fields；
Corresponding score statistics is carried out according to the corresponding code of points of the inspection rule.
2. power marketing checking method as described in claim 1, which is characterized in that further include: by the inspection number of newest acquisition
According to retrieval data pool described in typing to be optimized to the retrieval data pool.
3. power marketing checking method as described in claim 1, which is characterized in that further include: it is based on region, portfolio, pumping
Sample scaling factor carries out value revision to the score.
4. power marketing checking method as described in claim 1, which is characterized in that score statistics using business evaluation and
The mode that metrics evaluation combines.
5. a kind of power marketing checking device characterized by comprising
Module is constructed, for obtaining the historical record building retrieval data pool of inspection data；
Screening module, for filtering out object code field from all fields in the retrieval data pool；
Regular determining module generates corresponding with the logical combination for the logical combination by multiple object code fields
Inspection rule；
Score statistical module, for carrying out corresponding score statistics according to the corresponding code of points of the inspection rule.
6. power marketing checking device as claimed in claim 5, which is characterized in that further include: optimization module, being used for will be newest
Data pool is retrieved described in the inspection data inputting of acquisition to optimize to the retrieval data pool.
7. power marketing checking device according to claim 5, which is characterized in that further include: correction module, for being based on
Region, portfolio, sampling proportion factor, which are considered, carries out value revision to the score.
8. power marketing checking device according to claim 5, which is characterized in that the score statistics is evaluated using business
The mode combined with metrics evaluation.
9. a kind of computer equipment, which is characterized in that including memory and processor, the memory is for storing computer
Program, the processor runs the computer program so that the computer equipment executes according to claim 1 to any in 4
Power marketing checking method described in.
10. a kind of computer readable storage medium, which is characterized in that it is stored with computer equipment institute as claimed in claim 9
The computer program used.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201811049408.2A CN109146316A (en) | 2018-09-10 | 2018-09-10 | Electricity marketing inspection method, device and computer readable storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201811049408.2A CN109146316A (en) | 2018-09-10 | 2018-09-10 | Electricity marketing inspection method, device and computer readable storage medium |
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| CN109146316A true CN109146316A (en) | 2019-01-04 |
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| CN201811049408.2A Pending CN109146316A (en) | 2018-09-10 | 2018-09-10 | Electricity marketing inspection method, device and computer readable storage medium |
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| CN112989171A (en) * | 2021-03-26 | 2021-06-18 | 广东电网有限责任公司 | Data query method, device, equipment and medium |
| CN114648255A (en) * | 2022-05-18 | 2022-06-21 | 国网浙江省电力有限公司 | Audit method and platform based on digital internal control system of marketing business risk |
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Application publication date: 20190104 |