CN106897844A - The checking method and system of a kind of electric power enterprise project - Google Patents
The checking method and system of a kind of electric power enterprise project Download PDFInfo
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Abstract
The checking method and system of a kind of electric power enterprise project of disclosure, methods described is by carrying out data-integrity evaluation, project reproducibility and the synthetic evaluation of projects to pending project, respectively obtain data-integrity evaluation result, project reproducibility result and synthetic evaluation of projects result, final foundation data-integrity evaluation result, project reproducibility result and synthetic evaluation of projects result, obtain the final review result of pending project.Each step of application scheme can automate realization, so as to manual examination and verification cost can be reduced, and application scheme to electric power enterprise project when auditing, project repeatability can effectively be considered, in view of the influence that examination ＆ verification data in real work is audited to project, data-integrity evaluation also is carried out to pending project simultaneously, compared to manual examination and verification mode, the application can the further science of Improving Project examination, reasonability and validity.
Description
Technical field
Examination ＆ verification, decision-making technic field the invention belongs to electric power enterprise project, more particularly to a kind of electric power enterprise project
Checking method and system.
Background technology
At present, the plan of electric power enterprise project is audited still based on manual examination and verification, and this aspect can increase cost of labor；Separately
On the one hand, manual examination and verification do not have the appraisement system of a set of maturation, do not form a set of unification and effective standard, it is impossible to ensure to examine
Core work science, rationally, effectively carry out.
For example, manual examination and verification are when in face of numerous pending projects, it is impossible to accomplish to be compared one by one with history item, it is impossible to have
Effect considers the repeatability of project examination ＆ verification, and whether project repeats that micro-judgment must be leaned on, and easily causes the repetition deposit of project；And to item
The mesh key element that passes through of examination ＆ verification considers insufficient, to have ignored and audit the influence that data audit to project in real work, audits
The standard given a mark in evaluation procedure is more according to working experience determination, lacks science etc..
The content of the invention
In view of this, it is an object of the invention to provide the checking method and system of a kind of electric power enterprise project, it is intended to gram
Take any of the above problem of manual examination and verification presence, the science of further Improving Project examination, reasonability and validity.
Therefore, the present invention is disclosed directly below technical scheme：
A kind of checking method of electric power enterprise project, including：
Data-integrity evaluation is carried out to pending project, data-integrity evaluation result is obtained；
Project reproducibility is carried out to the pending project, project reproducibility result is obtained；
The synthetic evaluation of projects is carried out to the pending project, synthetic evaluation of projects result is obtained；
According to the data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects
As a result, the final review result of the pending project is obtained.
The above method, it is preferred that described to carry out data-integrity evaluation to pending project, obtains data-integrity evaluation
As a result, including：
Obtain the project data Integrity Assessment index system for pre-establishing corresponding to the pending project；The item
Mesh data-integrity assessment indicator system includes the multiple first for carrying out data-integrity evaluation to the pending project
Index；
For described each first index, data-integrity evaluation is carried out to the pending project, obtain it is described each
First index distinguishes corresponding index data-integrity evaluation result；
According to index weights in advance to each first Distribution Indexes, to each index data-integrity evaluation result
Fusion calculation is weighted, the corresponding data-integrity evaluation result of the pending project is obtained.
The above method, it is preferred that project reproducibility is carried out to the pending project, project reproducibility is obtained
As a result, including：
Strategy is extracted according to default word, a series of words are extracted from the pending item destination document, obtain described
The corresponding word information of pending project；
Weight distribution is carried out to each word in the word information, the word weight of each word is obtained；
Based on the word information, retrieved from the history item information bank being pre-created has with the pending project
The associated document of incidence relation；
Obtain the weight of each word and each word included in the associated document；
Based on each word in corresponding each word of the pending project and word weight, and the associated document and its
Word weight, calculates the degree of correlation of the pending project and the associated document；
Based on the correlation score, the project reproducibility result of the pending project is obtained.
The above method, it is preferred that described to carry out the synthetic evaluation of projects to the pending project, obtains the synthetic evaluation of projects
As a result, including：
Obtain the synthetic evaluation of projects index system for pre-establishing corresponding to the pending project；The project synthesis
Assessment indicator system includes multiple second indexs for carrying out the synthetic evaluation of projects to the pending project；
For described each second index, the synthetic evaluation of projects is carried out to the pending project, obtain it is described each the
Two indexs distinguish corresponding index comprehensive evaluation result；
According to index weights in advance to each second Distribution Indexes, each index comprehensive evaluation result is added
Power fusion calculation, obtains the corresponding synthetic evaluation of projects result of the pending project.
The above method, it is preferred that described according to the data-integrity evaluation result, the project reproducibility result
And the synthetic evaluation of projects result, the final review result of the pending project is obtained, including：
To the data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects knot
Fruit carries out weight distribution, respectively obtains corresponding first weight of the data-integrity evaluation result, the project repeatability and comments
Corresponding second weight of valency result, and corresponding 3rd weight of the synthetic evaluation of projects result；
Using first weight, second weight and the 3rd weight, to the data-integrity evaluation result,
The project reproducibility result and the synthetic evaluation of projects result are weighted fusion calculation, obtain Weighted Fusion meter
Calculate result；
Based on the Weighted Fusion result of calculation and the opinion rating criteria for classifying for pre-establishing, obtain described pending
The final review result of project.
A kind of auditing system of electric power enterprise project, including：
Data-integrity evaluation unit, for carrying out data-integrity evaluation to pending project, obtains data-integrity
Evaluation result；
Project reproducibility unit, for carrying out project reproducibility to the pending project, obtains project weight
Renaturation evaluation result；
Synthetic evaluation of projects unit, for carrying out the synthetic evaluation of projects to the pending project, obtains project and comprehensively comments
Valency result；
Project audit unit, for according to the data-integrity evaluation result, the project reproducibility result with
And the synthetic evaluation of projects result, obtain the final review result of the pending project.
Said system, it is preferred that the data-integrity evaluation unit, is further used for：
Obtain the project data Integrity Assessment index system for pre-establishing corresponding to the pending project；The item
Mesh data-integrity assessment indicator system includes the multiple first for carrying out data-integrity evaluation to the pending project
Index；For described each first index, data-integrity evaluation is carried out to the pending project, obtain it is described each first
Index distinguishes corresponding index data-integrity evaluation result；According to index power in advance to each first Distribution Indexes
Weight, fusion calculation is weighted to each index data-integrity evaluation result, obtains the corresponding data of the pending project
Integrity Assessment result.
Said system, it is preferred that the project reproducibility unit, is further used for：
Strategy is extracted according to default word, a series of words are extracted from the pending item destination document, obtain described
The corresponding word information of pending project；Weight distribution is carried out to each word in the word information, the word weight of each word is obtained；
Based on the word information, retrieved from the history item information bank being pre-created has incidence relation with the pending project
Associated document；Obtain each word that the associated document includes and the weight of each word；Based on the pending project pair
Each word and its word weight in each word and word weight, and the associated document for answering, calculate the pending project with
The degree of correlation of the associated document；Based on the correlation score, the project reproducibility knot of the pending project is obtained
Really.
Said system, it is preferred that the synthetic evaluation of projects unit, is further used for：
Obtain the synthetic evaluation of projects index system for pre-establishing corresponding to the pending project；The project synthesis
Assessment indicator system includes multiple second indexs for carrying out the synthetic evaluation of projects to the pending project；For described each
Individual second index, the synthetic evaluation of projects is carried out to the pending project, is obtained described each second index and is distinguished corresponding finger
Mark comprehensive evaluation result；According to index weights in advance to each second Distribution Indexes, to each index comprehensive evaluation knot
Fruit is weighted fusion calculation, obtains the corresponding synthetic evaluation of projects result of the pending project.
Said system, it is preferred that the project audits unit, is further used for：
To the data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects knot
Fruit carries out weight distribution, respectively obtains corresponding first weight of the data-integrity evaluation result, the project repeatability and comments
Corresponding second weight of valency result, and corresponding 3rd weight of the synthetic evaluation of projects result；Using first weight,
Second weight and the 3rd weight, to the data-integrity evaluation result, the project reproducibility result with
And the synthetic evaluation of projects result is weighted fusion calculation, obtains Weighted Fusion result of calculation；Based on the Weighted Fusion
Result of calculation and the opinion rating criteria for classifying for pre-establishing, obtain the final review result of the pending project.
The checking method and system of a kind of electric power enterprise project provided from above scheme, the application, by treating
Examination ＆ verification project carries out data-integrity evaluation, project reproducibility and the synthetic evaluation of projects, respectively obtains data-integrity and comments
Valency result, project reproducibility result and synthetic evaluation of projects result, it is final according to data-integrity evaluation result, project weight
Renaturation evaluation result and synthetic evaluation of projects result, obtain the final review result of pending project.Application scheme each
Step can automate realization, so that manual examination and verification cost can be reduced, and application scheme is audited to electric power enterprise project
When, can effectively consider project repeatability, it is contemplated that the influence that data is audited to project is audited in real work, also simultaneously to pending
Core project has carried out data-integrity evaluation, and compared to manual examination and verification mode, the application can further Improving Project examination
Science, reasonability and validity.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
The accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this
Inventive embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, can also basis
The accompanying drawing of offer obtains other accompanying drawings.
Fig. 1 is the examination ＆ verification block schematic illustration of the Power Project examination ＆ verification that the present invention is provided；
Fig. 2 is the checking method flow chart of the electric power enterprise project that the embodiment of the present invention one is provided；
Fig. 3 is that the flow that data-integrity evaluation is carried out to electric power enterprise project that the embodiment of the present invention one is provided is illustrated
Figure；
Fig. 4 is that the flow that project reproducibility is carried out to electric power enterprise project that the embodiment of the present invention one is provided is illustrated
Figure；
Fig. 5 is the schematic diagram of locating vector and the document vector for searching out in the N-dimensional space that the embodiment of the present invention one is provided；
Fig. 6 is the schematic flow sheet that the synthetic evaluation of projects is carried out to electric power enterprise project that the embodiment of the present invention one is provided；
Fig. 7 is the offer of the embodiment of the present invention one based on project data Integrity Assessment result, project reproducibility knot
Fruit and synthetic evaluation of projects result, carry out the schematic flow sheet of project examination ＆ verification；
Fig. 8 is the structural representation of the auditing system of the electric power enterprise project that the embodiment of the present invention two is provided.
Specific embodiment
For the sake of quoting and understanding, the technical term that hereinafter uses, write a Chinese character in simplified form or summary of abridging is explained as follows：
Analytic hierarchy process (AHP)：A kind of systematic analytic method, it combines quantification and qualification, simulates the policy-making thought mistake of people
Journey.Can be easy, widely applicable, systemic strong etc. with clear thinking, method by subjective judgement systematization, quantification, modelling
Feature, is analysis multiple target, the powerful of multifactor, multiple criteria complex large system.
Field Using Fuzzy Comprehensive Assessment：It is one kind application to fuzzy mathematics, by the relevant knowledge of fuzzy mathematics so that will not
The integrated evaluating method of the factor quantification of easy quantification；Its general principle is, according to the theory of fuzzy set, to carry out Dan Yin
Element is evaluated, and comprehensive evaluation result is finally drawn with reference to the weight of each factor.Its indispensable four elements is set of factors, sentences
Disconnected collection, single factor evaluation and weight sets.
Weight：Balance is evaluated the value of all influence factor relative importances of things.
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made
Embodiment, belongs to the scope of protection of the invention.
The checking method and system of a kind of electric power enterprise project of disclosure, to overcome manual examination and verification side in the prior art
The various problems that formula is present, the science of further Improving Project examination, reasonability and validity.
Specifically, the present invention is to deal with objects with electric power enterprise project.Applicant is audited by analyzing electric power enterprise project
Vital point in work is analyzed to project examination ＆ verification requirement, it is found that electric power enterprise project has more (the China national electricity of classification
Power Project Preliminary division is 16 special projects by net company), contain much information, the characteristics of each intermediate item has different, and artificial examine
The features such as core easily causes repetition, so as to propose a kind of more excellent electric power enterprise project examination ＆ verification scheme.As shown in figure 1, the application
Electric power enterprise project audits scheme by " project data Integrity Assessment ", " project reproducibility " and " synthetic evaluation of projects " three
Individual part composition, completes final project examination ＆ verification according to three evaluation results of part afterwards, is determined with the project for being embodied as follow-up
Plan provides foundation.
Next application scheme will be described in detail by each embodiment.
Embodiment one
The embodiment of the present application one discloses a kind of checking method of electric power enterprise project, the electric power enterprise with reference to shown in Fig. 2
Purpose checking method flow chart, methods described may comprise steps of：
Step 201, data-integrity evaluation is carried out to pending project, obtain data-integrity evaluation result.
In project data Integrity Assessment part, the application is directed to 16 special species of Power Project, according to each kind
The different characteristics that class Power Project each has, in advance for the Power Project of each species establishes project data Integrity Assessment
Index system, wherein, the corresponding project data Integrity Assessment index system of a certain species Power Project, including for this kind
Class Power Project carries out a series of indexs of project data Integrity Assessment.
By taking power network construction project as an example, the project multiple engineerings such as including project of transmitting and converting electricity, line project, output engineering,
With quantities it is big, investment amount is more, regional power supply is had a major impact the features such as, the application is upper according to power network construction project
State feature and choose appropriate criteria, slave unit account information, equipment operation information, project economic efficiency index and project operation efficiency
The aspect of index four starts with setting up the data-integrity assessment indicator system of power network construction project, exemplarily, the electricity set up
The data-integrity assessment indicator system of net construction project is with specific reference to following table 1：
Table 1
In this step 201, the pending project is specially a certain species Power Project in 16 special projects of Power Project.
The project data Integrity Assessment index system that matches is pre-established with the Power Project for various species
On the basis of, when needing to audit pending project, all material needed for examination ＆ verification decision-making is collected first, and to each material
Unification, nondimensionalization treatment are carried out, realizes carrying out data-integrity evaluation to pending project afterwards using this step 201.
Specifically, with reference to Fig. 3, can realize carrying out project data Integrity Assessment to pending project by procedure below：
The project data Integrity Assessment index body for pre-establishing corresponding to step 301, the acquisition pending project
System；The project data Integrity Assessment index system is included for carrying out data-integrity evaluation to the pending project
Multiple first indexs；
Step 302, for described each first index, data-integrity evaluation is carried out to the pending project, obtain
Described each first index distinguishes corresponding index data-integrity evaluation result；
Step 303, the advance index weights to each first Distribution Indexes of foundation, to each index data-integrity
Evaluation result is weighted fusion calculation, obtains the corresponding data-integrity evaluation result of the pending project.
Wherein, the present embodiment determines pending project pair using methods such as analytic hierarchy process (AHP) and Field Using Fuzzy Comprehensive Assessments
The weight of each the first index in the project data Integrity Assessment index system answered.
For described each first index, data-integrity evaluation is carried out to pending project, can refer to specifically foundation
Pending project (document) corresponds to the complete data degree of each the first index, and pending project is beaten in the index
Point, in general, the corresponding marking score value of certain index is higher, then it represents that the data that pending project corresponds to the index is completeer
It is whole.On this basis, fusion calculation is weighted to the corresponding index data-integrity evaluation result of each index, obtains pending
The data-integrity evaluation result of core project, the result be also one marking numerical value, the marking numerical value can concentrated expression it is pending
, in the data-integrity of whole index system, accordingly, the marking numerical value is higher, then it represents that the item of pending project for core project
Mesh data is more complete.
By taking above-mentioned power network construction project as an example, due to including one in the corresponding project data Integrity Assessment system of the project
Level index and two-level index two-stage index altogether so that, can first evaluate the data-integrity of each two-level index, obtain each two
The corresponding data-integrity marking of level index, and determine each two-level index using analytic hierarchy process (AHP) and Field Using Fuzzy Comprehensive Assessment
Weight, afterwards, using the weight of two-level index, by being weighted fusion meter to the corresponding two-level index of each first class index
Calculate, draw the corresponding data-integrity marking of each first class index.
On this basis, reuse analytic hierarchy process (AHP) and Field Using Fuzzy Comprehensive Assessment determines the power of each first class index
Weight, and the weight based on each first class index is weighted fusion meter to the corresponding data-integrity marking of each first class index
Calculate, finally draw the corresponding project data integrality marking of power network construction project.
Step 202, project reproducibility is carried out to the pending project, obtain project reproducibility result.
Project reproducibility, is particularly used for evaluating in pending project and history item information bank each that include and goes through
The repetition degree of history project, with reference to Fig. 4, this step 202 can be realized carrying out project weight to pending project by procedure below
Renaturation is evaluated：
Step 401, according to default word extract strategy, extract a series of words from the pending item destination document,
Obtain the corresponding word information of the pending project；
Step 402, weight distribution is carried out to each word in the word information, obtain the word weight of each word；
Step 403, based on the word information, retrieved from the history item information bank being pre-created pending with described
Project has the associated document of incidence relation；
Step 404, the weight for obtaining each word and each word included in the associated document；
Step 405, based on corresponding each word of the pending project and word weight, and the associated document in it is each
Individual word and its word weight, calculate the degree of correlation of the pending project and the associated document；
Step 406, based on the correlation score, obtain the project reproducibility result of the pending project.
Wherein, the project information that pending item destination document can be specifically included, such as project name, project code, project
Classification, project summary, contents of a project etc., regard a series of combination of words (Term) as, are needing to carry out project to pending project
During reproducibility, the present embodiment is first depending on default word and extracts strategy, and participle is carried out to the pending item destination document,
And based on word segmentation result, a series of words are extracted from the pending item destination document, such as from pending item destination document
In only extract the word of summary part, or extract all words etc. from pending item destination document, it is described pending to be embodied as
The reproducibility of core project provides word foundation.
Afterwards, it is that each word assigns a word weight, different roots influence text according to oneself weight in a document
The marking of shelves correlation is calculated.Wherein, when the word in for document assigns weight, mainly with global weight (GW, Global
Weight) it is calculation, it is assumed that giI-th weight of word in document, then giSpecifically by i-th word in whole system text
Shelves set in, i.e., in whole history item information bank distribution determine weight, it for the purpose of improving precision ratio, in many
The word all occurred in document gives relatively low weight, and the word higher to the frequency of occurrence only in particular document then give it is larger
Weight.
The typical method for calculating the global weight of word is exactly inverse document frequency (IDF, Inverse Document
Frequency) weighting method, specific formula is as follows：
gi=log (P/ni) (1)
Wherein, giI-th weight of word in pending document is represented, P represents total number of files, niRepresent containing i-th word
Number of files.
Word in history item in all documents can regard a vector as, specifically be represented by：
Document=(term1, term2..., termN) (2)
Wherein, N represents the number of the word in all documents in history item.
Using the weight of each word in document as vector value, then history item document vector be represented by：
DocumentVector=(weight1, weight2..., weightN) (3)
Wherein, termiRepresent i-th word, weightiRepresent the corresponding weight of i-th word.
On this basis, can be using the word in all documents in pending project as retrieval foundation, to history item information
Storehouse is retrieved, and specifically, query statement is equally regarded as a simple document by the present embodiment, is also represented with vector, tool
Body surface is shown as：
Query=(term1, term2..., termM) (4)
Wherein, M represents the number of the word in all documents in pending project, by the vector of formula (4) in each of which word dimension
The value of degree, is set to the weight of the word of corresponding dimension, then can obtain with following formula (5)：
QueryVector=(weight1, weight2..., weightM) (5)。
Afterwards, be put into a N-dimensional space for all document vectors for searching out and query vector by the present embodiment, each word
(term) it is one-dimensional, specifically refers to shown in Fig. 5.And calculate the included angle cosine of the document vector that query vector is searched out with each
Value, using the included angle cosine value of query vector and the document vector for searching out, as pending project and the document for searching out to
Correlation marking numerical value (correlation score) of amount, wherein, angle is smaller, and cosine value is bigger, gives a mark higher, then it represents that correlation
Bigger, relativity evaluation formula is as follows：
Wherein, q represents query statement vector QueryVector, d and represents history item document vector
DocumentVector, QTiIt is i-th weights of word, DT in query statementiIt is corresponding i-th word in history item document
Weights, N is total item number.
Finally, the project reproducibility result of pending project according to the correlation score, can be obtained, wherein, institute
State that correlation score is bigger, represent that the project repeatability of pending project is higher, can be that the project of pending project is repeated now
Property evaluation gives a relatively low marking numerical value.Conversely, the correlation score is bigger, then it represents that the project weight of pending project
Renaturation is lower, can be that the project reproducibility of pending project gives a marking numerical value higher correspondingly.
Step 203, the synthetic evaluation of projects is carried out to the pending project, obtain synthetic evaluation of projects result.
In synthetic evaluation of projects part, the application is directed to 16 special species of Power Project, also according to various species
The different characteristics that Power Project each has, in advance for the Power Project of each species establishes synthetic evaluation of projects index body
System, wherein, the corresponding synthetic evaluation of projects index system of a certain species Power Project, including for entering to the species Power Project
A series of indexs of the row synthetic evaluation of projects.
The present embodiment is specifically started with terms of urgency, importance, policy and feasibility four, for electric power enterprise 16
Class special project sets up the assessment indicator system of the synthetic evaluation of projects respectively, and table 2- tables 12 below respectively illustrate part special project project
Corresponding System of Comprehensive Evaluation.
Table 2 (power network construction project sequence standard diagrams)
Table 3 (production technology is transformed and equipment rebuilding entry sorting evaluation index)
Table 4 (the special entry sorting evaluation index of marketing)
Table 5 (information-based special project entry sorting evaluation index)
Table 6 (small-sized capital construction special project entry sorting evaluation index)
Table 7 (nonproductive technological transformation, overhaul special project entry sorting evaluation index)
The educational training of table 8 special project entry sorting evaluation index
Table 9 (the special entry sorting evaluation index of research and development)
The Management Advisory Services of table 10 special project entry sorting evaluation index
Table 11 (industry capital construction special project entry sorting evaluation index)
Table 12 (technological transformation and overhaul special project entry sorting evaluation index)
On the basis of the Power Project for various species is pre-established with the synthetic evaluation of projects index system for matching,
When needing to carry out the synthetic evaluation of projects to pending project, with reference to Fig. 6, this step 203 can specifically be realized by procedure below
The synthetic evaluation of projects is carried out to pending project：
The synthetic evaluation of projects index system for pre-establishing corresponding to step 601, the acquisition pending project；It is described
Synthetic evaluation of projects index system includes multiple second indexs for carrying out the synthetic evaluation of projects to the pending project；
Step 602, for described each second index, the synthetic evaluation of projects is carried out to the pending project, obtain institute
State each second index and distinguish corresponding index comprehensive evaluation result；
Step 603, the advance index weights to each second Distribution Indexes of foundation, to each index comprehensive evaluation knot
Fruit is weighted fusion calculation, obtains the corresponding synthetic evaluation of projects result of the pending project.
Wherein, the present embodiment determines pending item also with methods such as analytic hierarchy process (AHP) and Field Using Fuzzy Comprehensive Assessments
The weight of each the second index in the corresponding synthetic evaluation of projects index system of mesh.
For described each second index, the synthetic evaluation of projects is carried out for each second index to pending project first
Marking, in general, the corresponding marking numerical value of certain index is higher, then it represents that pending project corresponds to the overall merit of the index
It is higher.On this basis, the overall merit marking to each index is weighted fusion calculation, obtains the project of pending project
Comprehensive evaluation result, the result is also a marking numerical value, and accordingly, the marking numerical value is higher, then it represents that pending project
Overall merit it is higher.
For the synthetic evaluation of projects index system for having two-stage index, similarly, can be first against two-level index pair
Pending project carries out overall merit marking, and the synthesis of each two-level index corresponding to Weighted Fusion each first class index is commented
Valency is given a mark numerical value, obtains each first class index corresponding synthetic evaluation of projects marking, on this basis, then Weighted Fusion each one
The overall merit marking of level index, finally gives current project, and such as the overall merit of pending project is given a mark.
Wherein, the weight of the first class index or two-level index is same using analytic hierarchy process (AHP) and Field Using Fuzzy Comprehensive Assessment
Determine etc. method.
Step 204, according to the data-integrity evaluation result, the project reproducibility result and the project
Comprehensive evaluation result, obtains the final review result of the pending project.
With reference to Fig. 7, this step 204 can specifically be realized carrying out final review to pending project by procedure below：
It is step 701, comprehensive to the data-integrity evaluation result, the project reproducibility result and the project
Closing evaluation result carries out weight distribution, respectively obtains corresponding first weight of the data-integrity evaluation result, the project
Corresponding second weight of reproducibility result and corresponding 3rd weight of the synthetic evaluation of projects result.
Wherein, the data-integrity is determined where like using methods such as analytic hierarchy process (AHP) and Field Using Fuzzy Comprehensive Assessments
Evaluation result, the project reproducibility result and the synthetic evaluation of projects result distinguish corresponding weight.
Step 702, using first weight, second weight and the 3rd weight, to the data-integrity
Evaluation result, the project reproducibility result and the synthetic evaluation of projects result are weighted fusion calculation, obtain
Weighted Fusion result of calculation.
The data-integrity evaluation result, project reproducibility result and synthetic evaluation of projects result can be
One corresponding marking numerical value.
Step 703, based on the Weighted Fusion result of calculation and the opinion rating criteria for classifying for pre-establishing, obtain institute
State the final review result of pending project.
The opinion rating criteria for classifying set up is specifically referred to shown in following table 13, and table 13 shows that opinion rating is drawn
An accurate specific example of minute mark, in practical application, can combine carry out of the actual demand to the required opinion rating criteria for classifying
Formulate.
Table 13
So as to, finally first weight, the second weight and the 3rd weight can will be utilized, data-integrity evaluation is beaten
Divide, the marking of project reproducibility and the synthetic evaluation of projects are given a mark, and are weighted total marking numerical value of gained after fusion, with
The above-mentioned opinion rating criteria for classifying is compared, and the final review result of pending project is drawn based on comparison result, and this is most
Whole auditing result is according to " outstanding ", " good ", " considered " or " not passing through " described in the possible corresponding table 13 of its scoring event
In one kind.Pending project is being carried out after evaluation draws final review result, subsequently can be such as excellent according to the auditing result
It is elegant, good or do not pass through, corresponding decision is carried out to pending project, such as carry out reality using outstanding project as key project
Apply, or cancel unsanctioned project etc..
The checking method of a kind of electric power enterprise project provided from above scheme, the application, by pending item
Mesh carries out data-integrity evaluation, project reproducibility and the synthetic evaluation of projects, respectively obtain data-integrity evaluation result,
Project reproducibility result and synthetic evaluation of projects result, it is final to be commented according to data-integrity evaluation result, project repeatability
Valency result and synthetic evaluation of projects result, obtain the final review result of pending project.Each step of application scheme can
Automation is realized, so that manual examination and verification cost can be reduced, and application scheme to electric power enterprise project when auditing, and can have
Effect considers project repeatability, it is contemplated that the influence that data is audited to project is audited in real work, also simultaneously to pending project
Carried out data-integrity evaluation, compared to manual examination and verification mode, the application can further Improving Project examination science
Property, reasonability and validity.
Embodiment two
The present embodiment two discloses a kind of auditing system of electric power enterprise project, the electric power enterprise project with reference to shown in Fig. 8
Auditing system structural representation, the system can include：
Data-integrity evaluation unit 801, for carrying out data-integrity evaluation to pending project, obtains complete data
Property evaluation result；Project reproducibility unit 802, for carrying out project reproducibility to the pending project, obtains
Project reproducibility result；Synthetic evaluation of projects unit 803, for carrying out the synthetic evaluation of projects to the pending project,
Obtain synthetic evaluation of projects result；Project audits unit 804, for according to the data-integrity evaluation result, the project
Reproducibility result and the synthetic evaluation of projects result, obtain the final review result of the pending project.
In an implementation method of the embodiment of the present invention, the data-integrity evaluation unit is further used for：Obtain institute
State the project data Integrity Assessment index system for pre-establishing corresponding to pending project；The project data integrality is commented
Valency index system includes multiple first indexs for carrying out data-integrity evaluation to the pending project；For described each
Individual first index, data-integrity evaluation is carried out to the pending project, obtains each first index difference corresponding
Index data-integrity evaluation result；According to index weights in advance to each first Distribution Indexes, each index is provided
Material Integrity Assessment result is weighted fusion calculation, obtains the corresponding data-integrity evaluation result of the pending project.
In an implementation method of the embodiment of the present invention, the project reproducibility unit is further used for：According to pre-
If word extract strategy, extract a series of words from the pending item destination document, obtain the pending project correspondence
Word information；Weight distribution is carried out to each word in the word information, the word weight of each word is obtained；Based on institute's predicate letter
Breath, retrieves the associated document for having incidence relation with the pending project from the history item information bank being pre-created；
Obtain each word that the associated document includes and the weight of each word；Based on corresponding each word of the pending project and
Each word and its word weight in word weight, and the associated document, calculate the pending project and the associated document
The degree of correlation；Based on the correlation score, the project reproducibility result of the pending project is obtained.
In an implementation method of the embodiment of the present invention, the synthetic evaluation of projects unit is further used for：Obtain described
The synthetic evaluation of projects index system for pre-establishing corresponding to pending project；The synthetic evaluation of projects index system includes
Multiple second indexs for carrying out the synthetic evaluation of projects to the pending project；For described each second index, to institute
Stating pending project carries out the synthetic evaluation of projects, obtains described each second index and distinguishes corresponding index comprehensive evaluation result；
According to index weights in advance to each second Distribution Indexes, fusion meter is weighted to each index comprehensive evaluation result
Calculate, obtain the corresponding synthetic evaluation of projects result of the pending project.
In an implementation method of the embodiment of the present invention, the project audits unit, is further used for：It is complete to the data
Whole property evaluation result, the project reproducibility result and the synthetic evaluation of projects result carry out weight distribution, respectively
Obtain corresponding first weight of the data-integrity evaluation result, corresponding second weight of the project reproducibility result
And corresponding 3rd weight of the synthetic evaluation of projects result；Using first weight, second weight and described
Three weights, to the data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects knot
Fruit is weighted fusion calculation, obtains Weighted Fusion result of calculation；Based on the Weighted Fusion result of calculation and pre-establish
The opinion rating criteria for classifying, obtain the final review result of the pending project.
Herein, it is necessary to explanation, the description of the auditing system of the electric power enterprise project that the present embodiment is related to, with side above
The description of method is similar, and with the beneficial effect description of method, the auditing system for electric power enterprise project of the invention exists
The ins and outs not disclosed in the present embodiment, refer to the explanation of the inventive method embodiment, and this implementation does not remake to this and repeats.
In sum, application scheme has the advantage that：
The present invention program sets about in terms of data-integrity, project repeatability and project appraisal three, constructs various species
The index system that Power Project is evaluated, and the power of every evaluation index is determined using analytic hierarchy process (AHP) and fuzzy synthetic appraisement method
Weight, evaluates Power Project in terms of data-integrity, project repeatability and project appraisal three based on this, is formed
A set of unification and effectively evaluating system, provide science for the examination ＆ verification of electric power enterprise project, effectively support.Practical application
In, power industry can make full use of the Decision-Making Evaluation thinking and the invention achievement of index constructive system of present invention offer, carry out
Project is audited, and other industry builds required index system according to every profession and trade feature also dependent on the thinking in the present invention,
The examination ＆ verification Decision Model of design personalized, and then the support of science is provided for administrative decision.
Also, it should be noted that each embodiment in this specification is described by the way of progressive, each embodiment
What is stressed is all the difference with other embodiment, and identical similar part is mutually referring to i.e. between each embodiment
Can.
For convenience of description, describe with function to be divided into various modules when system above or device or unit is described respectively.
Certainly, the function of each unit can be realized in same or multiple softwares and/or hardware when the application is implemented.
As seen through the above description of the embodiments, those skilled in the art can be understood that the application can
Realized by the mode of software plus required general hardware platform.Based on such understanding, the technical scheme essence of the application
On the part that is contributed to prior art in other words can be embodied in the form of software product, the computer software product
Can store in storage medium, such as ROM/RAM, magnetic disc, CD, including some instructions are used to so that a computer equipment
(can be personal computer, server, or network equipment etc.) performs some of each embodiment of the application or embodiment
Method described in part.
Finally, in addition it is also necessary to explanation, herein, the relational terms of such as first, second, third and fourth or the like
It is used merely to make a distinction an entity or operation with another entity or operation, and not necessarily requires or imply these
There is any this actual relation or order between entity or operation.And, term " including ", "comprising" or its is any
Other variants are intended to including for nonexcludability, so that process, method, article or equipment including a series of key elements
Not only include those key elements, but also other key elements including being not expressly set out, or also include being this process, side
Method, article or the intrinsic key element of equipment.In the absence of more restrictions, limited by sentence "including a ..."
Key element, it is not excluded that also there is other identical element in the process including the key element, method, article or equipment.
The above is only the preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, under the premise without departing from the principles of the invention, some improvements and modifications can also be made, these improvements and modifications also should
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of checking method of electric power enterprise project, it is characterised in that including：
Data-integrity evaluation is carried out to pending project, data-integrity evaluation result is obtained；
Project reproducibility is carried out to the pending project, project reproducibility result is obtained；
The synthetic evaluation of projects is carried out to the pending project, synthetic evaluation of projects result is obtained；
According to the data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects knot
Really, the final review result of the pending project is obtained.
2. method according to claim 1, it is characterised in that described that data-integrity evaluation is carried out to pending project,
Data-integrity evaluation result is obtained, including：
Obtain the project data Integrity Assessment index system for pre-establishing corresponding to the pending project；The project money
Material Integrity Assessment index system includes multiple first indexs for carrying out data-integrity evaluation to the pending project；
For described each first index, data-integrity evaluation is carried out to the pending project, obtain it is described each first
Index distinguishes corresponding index data-integrity evaluation result；
According to index weights in advance to each first Distribution Indexes, each index data-integrity evaluation result is carried out
Weighted Fusion is calculated, and obtains the corresponding data-integrity evaluation result of the pending project.
3. method according to claim 1, it is characterised in that project reproducibility is carried out to the pending project,
Project reproducibility result is obtained, including：
Strategy is extracted according to default word, a series of words are extracted from the pending item destination document, obtain described pending
The corresponding word information of core project；
Weight distribution is carried out to each word in the word information, the word weight of each word is obtained；
Based on the word information, retrieved from the history item information bank being pre-created with the pending project have associate
The associated document of relation；
Obtain the weight of each word and each word included in the associated document；
Weighed based on each word in corresponding each word of the pending project and word weight, and the associated document and its word
Weight, calculates the degree of correlation of the pending project and the associated document；
Based on the correlation score, the project reproducibility result of the pending project is obtained.
4. method according to claim 1, it is characterised in that described project is carried out to the pending project comprehensively to comment
Valency, obtains synthetic evaluation of projects result, including：
Obtain the synthetic evaluation of projects index system for pre-establishing corresponding to the pending project；The synthetic evaluation of projects
Index system includes multiple second indexs for carrying out the synthetic evaluation of projects to the pending project；
For described each second index, the synthetic evaluation of projects is carried out to the pending project, obtain described each second finger
The corresponding index comprehensive evaluation result of mark difference；
According to index weights in advance to each second Distribution Indexes, each index comprehensive evaluation result is weighted and is melted
It is total to calculate, obtain the corresponding synthetic evaluation of projects result of the pending project.
5. the method according to claim any one of 1-4, it is characterised in that described according to the data-integrity evaluation knot
Really, the project reproducibility result and the synthetic evaluation of projects result, obtain the most last instance of the pending project
Core result, including：
The data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects result are entered
Row weight distribution, respectively obtains corresponding first weight of the data-integrity evaluation result, the project reproducibility knot
Really corresponding second weight, and corresponding 3rd weight of the synthetic evaluation of projects result；
Using first weight, second weight and the 3rd weight, to the data-integrity evaluation result, described
Project reproducibility result and the synthetic evaluation of projects result are weighted fusion calculation, obtain Weighted Fusion and calculate knot
Really；
Based on the Weighted Fusion result of calculation and the opinion rating criteria for classifying for pre-establishing, the pending project is obtained
Final review result.
6. a kind of auditing system of electric power enterprise project, it is characterised in that including：
Data-integrity evaluation unit, for carrying out data-integrity evaluation to pending project, obtains data-integrity evaluation
As a result；
Project reproducibility unit, for carrying out project reproducibility to the pending project, obtains project repeatability
Evaluation result；
Synthetic evaluation of projects unit, for carrying out the synthetic evaluation of projects to the pending project, obtains synthetic evaluation of projects knot
Really；
Project audits unit, for according to the data-integrity evaluation result, the project reproducibility result and institute
Synthetic evaluation of projects result is stated, the final review result of the pending project is obtained.
7. system according to claim 6, it is characterised in that the data-integrity evaluation unit, is further used for：
Obtain the project data Integrity Assessment index system for pre-establishing corresponding to the pending project；The project money
Material Integrity Assessment index system includes multiple first indexs for carrying out data-integrity evaluation to the pending project；
For described each first index, data-integrity evaluation is carried out to the pending project, obtain described each first index
The corresponding index data-integrity evaluation result of difference；It is right according to index weights in advance to each first Distribution Indexes
Each index data-integrity evaluation result is weighted fusion calculation, obtains the corresponding data-integrity of the pending project
Evaluation result.
8. system according to claim 6, it is characterised in that the project reproducibility unit, is further used for：
Strategy is extracted according to default word, a series of words are extracted from the pending item destination document, obtain described pending
The corresponding word information of core project；Weight distribution is carried out to each word in the word information, the word weight of each word is obtained；It is based on
The word information, retrieves the pass for having incidence relation with the pending project from the history item information bank being pre-created
Connection document；Obtain each word that the associated document includes and the weight of each word；It is corresponding based on the pending project
Each word and its word weight in each word and word weight, and the associated document, calculate the pending project with it is described
The degree of correlation of associated document；Based on the correlation score, the project reproducibility result of the pending project is obtained.
9. system according to claim 6, it is characterised in that the synthetic evaluation of projects unit, is further used for：
Obtain the synthetic evaluation of projects index system for pre-establishing corresponding to the pending project；The synthetic evaluation of projects
Index system includes multiple second indexs for carrying out the synthetic evaluation of projects to the pending project；For it is described each
Two indexs, the synthetic evaluation of projects is carried out to the pending project, obtains the corresponding index of each second index difference comprehensive
Close evaluation result；According to index weights in advance to each second Distribution Indexes, each index comprehensive evaluation result is entered
Row Weighted Fusion is calculated, and obtains the corresponding synthetic evaluation of projects result of the pending project.
10. the system according to claim any one of 6-9, it is characterised in that the project audits unit, further uses
In：
The data-integrity evaluation result, the project reproducibility result and the synthetic evaluation of projects result are entered
Row weight distribution, respectively obtains corresponding first weight of the data-integrity evaluation result, the project reproducibility knot
Really corresponding second weight, and corresponding 3rd weight of the synthetic evaluation of projects result；Using first weight, described
Second weight and the 3rd weight, to the data-integrity evaluation result, the project reproducibility result and institute
State synthetic evaluation of projects result and be weighted fusion calculation, obtain Weighted Fusion result of calculation；Calculated based on the Weighted Fusion
Result and the opinion rating criteria for classifying for pre-establishing, obtain the final review result of the pending project.
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| CN112199941A (en) * | 2020-11-12 | 2021-01-08 | 深圳供电局有限公司 | Scientific research project evaluation platform |
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| CN113064979A (en) * | 2021-03-10 | 2021-07-02 | 国网河北省电力有限公司 | Keyword retrieval-based method for judging construction period and price reasonability |
| CN113255290A (en) * | 2021-06-25 | 2021-08-13 | 北京国电通网络技术有限公司 | Electric power project information display method, equipment and computer readable medium |
| CN113554342A (en) * | 2021-08-09 | 2021-10-26 | 中国人民解放军63677部队 | Highly-configurable bid evaluation method for complex engineering construction project |
| CN113962565A (en) * | 2021-10-26 | 2022-01-21 | 广东省技术经济研究发展中心 | Project scoring method and system based on big data and readable storage medium |
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