CN109145028A - The statistical analysis system and method for a kind of refinery checking maintenance contractor security capabilities - Google Patents
The statistical analysis system and method for a kind of refinery checking maintenance contractor security capabilities Download PDFInfo
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- CN109145028A CN109145028A CN201710497726.4A CN201710497726A CN109145028A CN 109145028 A CN109145028 A CN 109145028A CN 201710497726 A CN201710497726 A CN 201710497726A CN 109145028 A CN109145028 A CN 109145028A
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- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q10/20—Administration of product repair or maintenance
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Abstract
The invention discloses a kind of statistical analysis systems of refinery checking maintenance contractor security capabilities, including following functional module: basic data management, assessment models management, tactic of generating test paper model management, statistically analyze mathematical model management, contractor's comprehensive safety capability evaluation, the examination of contractor's key post security capabilities and comprehensive statistics analysis, enterprise supervisor or contractor supervisor pass through application server selection and combination selection statistical analysis mathematical model, it realizes efficient, accurately statistical analysis, system and method disclosed in this invention meets the demand of information age refinery checking maintenance the contractor data mining of security capabilities appraisal result and statistical analysis, it is a kind of novel, the information system of efficient data mining and statistical analysis.The systematic difference can be improved refinery checking maintenance contractor safety management efficiency and level, reduces contractor's accident and occurs, to push the promotion of contractor and petroleum chemical enterprise general safety management level and safe performance.
Description
Technical field
The invention belongs to HSE administrative skill fields, the in particular to a kind of statistics of refinery checking maintenance contractor security capabilities
Analysis system and statistical analysis technique.
Background technique
Refinery checking maintenance contractor security capabilities appraisal system includes that contractor's comprehensive safety capability evaluation and contractor close
Key potential job safety ability checks and rates two large divisions, is the pipe respectively as unit of each contractor and contractor employee in database
Manage the score of respective examination overall scores and each evaluation indicators.
Artificial statistical analysis is to contractor's comprehensive safety capability evaluation questionnaire or key post security capabilities examination paper
After finishing one's answer to an examination paper and going over examination papers, to being counted, analyzing data and table, it is printed as the file of standard paper format, passes through manual calculation
Form various statistical graphs, including line chart, histogram, cake chart etc..Artificial statistical analysis low efficiency, subjectivity are big, easy
Error.Therefore, on the basis of refinery checking maintenance contractor security capabilities appraisal system, a kind of refinery checking maintenance contractor peace is invented
All can the statistical analysis technique of power come into being.
Summary of the invention
In order to solve the above technical problems, the present invention provides a kind of statistical analysis of refinery checking maintenance contractor security capabilities
System and statistical analysis technique realize that efficiently, accurately statistical analysis, statistic analysis result are shown by Cloud Server to reach
Purpose.
In order to achieve the above objectives, technical scheme is as follows:
A kind of statistical analysis system of refinery checking maintenance contractor security capabilities, including following functional module: basic data
Management, assessment models management, tactic of generating test paper model management, statistical analysis mathematical model management, contractor's comprehensive safety ability are commented
Estimate, contractor's key post security capabilities is checked and rated and comprehensive statistics analysis.
In above scheme, by passing through the data server of network connection, application server, n visitor in terms of the system hardware
Family end and m mobile handheld terminal composition.
A kind of statistical analysis technique of the statistical analysis system of refinery checking maintenance contractor security capabilities, including walk as follows
It is rapid:
(1) first statistical analysis mathematical model is preset in data server;
(2) enterprise supervisor or contractor supervisor are asked by access application server completion contractor's comprehensive safety capability evaluation
Volume test paper or contractor personnel access application server and complete security capabilities examination test paper;Enterprise supervisor is completed by system
It gos over examination papers;Examination data and appraisal result are automatically saved in data server;
(3) enterprise supervisor or contractor supervisor select to statistically analyze mathematical model by application server selection and combination,
It realizes and efficiently, accurately statisticallys analyze;
(4) this system visible customization displaying function is utilized according to different displaying demands, enterprise supervisor or contractor supervisor
Can, carrying out operation by access application server can be realized the information in database, pass through selected statistical analysis mathematics
Model is shown.
In above scheme, the statistical analysis mathematical model includes single examination analytic approach, all previous examination analytic approach, normal state
Distributional analysis, distribution analytic approach, score ratio analysis method, promote ratio analysis method, decision tree ID3 algorithm and
Apriori algorithm, and generate examination report.
Through the above technical solutions, the statistical analysis system of refinery checking maintenance provided by the invention contractor security capabilities and
Statistical analysis technique can solve the problems, such as the statistical analysis technique and technological means of the examination of refinery checking maintenance contractor's security capabilities;
It is able to solve artificial statistical analysis, low efficiency, subjectivity are big, are easy the problems such as error;Enterprise administrator can be made to make in order to hold
Distribution, the feature of data between concessionaire's security capabilities examination data and the relationship between changing rule, data, accurate search are held
Correlation rule between the weak link of concessionaire and personnel safety ability, trend and index, to solve contractor and personnel's choosing
It selects and lacks scientific basis, the safety education and training of contractor employee is lack of pertinence, and enterprise selects routine safety supervision emphasis to close
The contractor of note lacks the problems such as foundation;Contractor personnel can also be instructed regular, purposeful can to carry out safe energy simultaneously
Power training and study, improve the security capabilities of its own, carry out contractor's management of safe operation of modernization, improve contractor's peace
The full efficiency of management and level, application effect are obvious.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described.
Fig. 1 is a kind of statistical analysis system function of refinery checking maintenance contractor security capabilities disclosed in the embodiment of the present invention
It can block diagram;
Fig. 2 is the process of the statistical analysis technique of refinery checking maintenance contractor security capabilities disclosed in the embodiment of the present invention
Schematic diagram;
Fig. 3 is that the statistical analysis system logic of refinery checking maintenance contractor security capabilities disclosed in the embodiment of the present invention is closed
It is schematic diagram;
Fig. 4 is that the statistical analysis system network of refinery checking maintenance contractor security capabilities disclosed in the embodiment of the present invention is opened up
Flutter schematic diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description.
The present invention provides the statistical analysis system and method for a kind of refinery checking maintenance contractor security capabilities, such as Fig. 1 and
Shown in Fig. 2, which has the characteristics that operation and maintenance are convenient, stable, highly-safe, at low cost, also has
Sufficient scalability.
The statistical analysis system of refinery checking maintenance contractor security capabilities as shown in Figure 1, including following functional module: base
Plinth data management, assessment models management, tactic of generating test paper model management, statistical analysis mathematical model management, contractor's comprehensive safety
Capability evaluation, the examination of contractor's key post security capabilities and comprehensive statistics analysis.It is specific as follows:
(1) basic data management: the basic informations such as contractor and personal information, evaluation index, evaluation problem, parameter, in advance
First it is stored in data server.
(2) assessment models management: contractor's comprehensive safety capability assessment model and contractor's key post security capabilities are examined
The type of discussing and select model workers is set in advance in data server.
(3) tactic of generating test paper model management: contractor's comprehensive safety capability evaluation and contractor's key post security capabilities are examined
The tactic of generating test paper commented is stored in data server respectively.
(4) statistically analyze mathematical model management: single checks and rates the various statistical analysis numbers such as analytic approach, all previous examination analytic approach
Model is learned to be set in advance in data server.
(5) enterprise supervisor or contractor supervisor are asked by access application server completion contractor's comprehensive safety capability evaluation
Volume test paper or contractor personnel access application server and complete contractor's key post security capabilities examination test paper;Corporate boss
Pipe is goed over examination papers by system completion;Examination data and appraisal result are automatically saved in data server.
(6) enterprise supervisor or contractor supervisor pass through access application server selection and combination selection statistical analysis mathematical modulo
Type is realized and efficiently, is accurately statisticallyd analyze.
(7) comprehensive statistics analysis includes:
Single checks and rates analytic approach: the same year multiple evaluated contractor's comprehensive safety ability overall scores or multinomial of analysis
(or a certain item) evaluation index score comparison diagram;Analysis is once checked and rated multiple security capabilities by examination contractor personnel and is totally obtained
Point or multinomial (or a certain item) evaluation indicators score comparison diagram.
All previous examination analytic approach: score tendency chart in a certain evaluated contractor's many years security capabilities assessment of analysis;Analysis
Score tendency chart of a certain contractor personnel checked and rated in multiple examination.
Normal distribution analytic approach: the obtained multiple evaluated contractor's comprehensive safeties of data model according to normal distribution
Ability overall scores or multinomial (or a certain item) index score statistical analysis figure;Data model according to normal distribution is obtained
Multiple contractor personnel key post security capabilities overall scores or multinomial (or a certain item) index score statistical analysis figure.
Distribution analytic approach: contractor or the security capabilities overall scores or multinomial of personnel are indicated in a manner of discrete point
(or a certain item)) index score, the distribution situation in one or more score regions.
Score ratio analysis method: it according to score ratio method, calculates a certain contractor or personnel safety ability checks and rates achievement
Score ratio
It promotes ratio analysis method: according to ratio method is promoted, calculating a certain contractor or personnel safety ability checks and rates achievement
Promote ratio
Decision tree ID3 algorithm: according to decision tree ID3 algorithm, finding out influences contractor or personnel safety ability examination achievement
Principal element.
Apriori algorithm: according to Apriori algorithm, the pass between contractor or security capabilities performance assessment criteria score is found out
Connection rule.
(8) according to different displaying demands, enterprise supervisor or contractor supervisor, function is shown using this system visible customization
Can, the information in database can be realized by accessing application server simple operations, pass through selected statistical analysis mathematical modulo
Type, it is any to show according to oneself wish.
As shown in figure 4, by data server, the application server, n client by network connection in terms of the system hardware
End and m mobile handheld terminal composition.
As shown in Fig. 2, the statistical analysis technique of the statistical analysis system of the refinery checking maintenance contractor security capabilities, including
Following steps:
(1) single is first checked and rated into the various statistical analysis mathematical models such as analytic approach, all previous examination analytic approach and is preset in number
According in server;
(2) enterprise supervisor or contractor supervisor are asked by access application server completion contractor's comprehensive safety capability evaluation
Volume test paper or contractor personnel access application server and complete security capabilities examination test paper;Enterprise supervisor is completed by system
It gos over examination papers;Examination data and appraisal result are automatically saved in data server;
(3) enterprise supervisor or contractor supervisor select to statistically analyze mathematical model by application server selection and combination,
It realizes and efficiently, accurately statisticallys analyze;
(4) this system visible customization displaying function is utilized according to different displaying demands, enterprise supervisor or contractor supervisor
Can, carrying out operation by access application server can be realized the information in database, pass through selected statistical analysis mathematics
Model is shown.
The statistical analysis system logical relation schematic diagram of refinery checking maintenance contractor security capabilities as shown in Figure 3, specifically
It is as follows:
(1) first by parameter maintenance, the parameter that typing needs is saved in data system, row information of going forward side by side update with
Maintenance;
(2) it is based on parameter maintenance, by contractor and personal management, the related content of typing contractor and personnel are established
Contractor's account and contractor's personnel's account realize the quick search of information by search condition, and row information of going forward side by side updates and dimension
Shield;
(3) it is based on parameter maintenance, passes through evaluation indicators management, the respectively security capabilities in typing contractor and each post examination
The related content of index, and examination business process model is set, assessment model maintenance is carried out, contractor and potential job safety energy are formed
Power appraisal system;
(4) management based on parameter maintenance, contractor and personal management, evaluation indicators is established by checking and rating item bank management
Test item bank is checked and rated, and tactic of generating test paper is set, tactic of generating test paper maintenance is carried out and is automatically generated according to the contractor employee in different posies
Check and rate paper;
(5) it based on contractor and personal management, evaluation indicators management and examination item bank management, is checked and rated by security capabilities,
The security capabilities examination for carrying out contractor and contractor employee, is answered the questions in a test paper and network grading on the net, is automatically formed each index and is obtained
Point and comprehensive score;
(6) comprehensive statistics analysis can be according to contractor's title, contractor employee name, hilllock based on above incidence relation
Position carries out the analysis of examination data using various statistical analysis mathematical models such as single examination analytic approach, all previous examination analytic approach, examines
Interpretation of result, comprehensive multi-index comparison are commented, and generates examination report.
The present invention is a kind of refinery inspection dimension based on the research and development of computer technology, network technology and contractor's safety management technology
The statistical analysis technique of contractor's security capabilities is repaired, and develops statistical analysis system.Pass through founding mathematical models scientific statistics
Analysis contractor's comprehensive safety capability evaluation result and contractor's personnel safety ability appraisal result, the analysis of realization examination data,
Appraisal result compares, multinomial evaluation indicators are integrated ordered, all previous appraisal result is analyzed and evaluation indicators score Association Rule Analysis
Deng.The security capabilities of contractor and personnel examination data, appraisal result and statistical analysis mathematical model are stored in data server
In, user is realized and efficiently, is accurately calculated, counted by cloud server selection and combination inspection statistical data analysis model
Result is analyzed to show by Cloud Server.
The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention.
Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, of the invention
It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one
The widest scope of cause.
Claims (4)
1. a kind of statistical analysis system of refinery checking maintenance contractor security capabilities, which is characterized in that including following functional module:
Basic data management, assessment models management, tactic of generating test paper model management, statistical analysis mathematical model management, the comprehensive peace of contractor
All-round force estimation, the examination of contractor's key post security capabilities and comprehensive statistics analysis.
2. a kind of statistical analysis system of refinery checking maintenance contractor according to claim 1 security capabilities, feature exist
In by data server, application server, n client and the m ambulatory handheld by network connection in terms of the system hardware
Terminal composition.
3. a kind of statistics of the statistical analysis system of the refinery checking maintenance contractor security capabilities as described in claim 1-2 is any
Analysis method, which comprises the steps of:
(1) first statistical analysis mathematical model is preset in data server;
(2) enterprise supervisor or contractor supervisor are answered by access application server completion contractor's comprehensive safety capability evaluation questionnaire
Volume or contractor personnel access application server and complete security capabilities examination test paper;Enterprise supervisor is goed over examination papers by system completion;
Examination data and appraisal result are automatically saved in data server;
(3) enterprise supervisor or contractor supervisor are realized by application server selection and combination selection statistical analysis mathematical model
Efficiently, it accurately statisticallys analyze;
(4) led to according to different displaying demands, enterprise supervisor or contractor supervisor using this system visible customization displaying function
Crossing access application server and carrying out operation can be realized the information in database, by selected statistical analysis mathematical model into
Row is shown.
4. a kind of statistical analysis of the statistical analysis system of refinery checking maintenance contractor according to claim 3 security capabilities
Method, which is characterized in that the statistical analysis mathematical model includes single examination analytic approach, all previous examination analytic approach, normal state point
Cloth analytic approach, score ratio analysis method, promotes ratio analysis method, decision tree ID3 algorithm and Apriori at distribution analytic approach
Algorithm, and generate examination report.
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
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CN112257418A (en) * | 2020-10-30 | 2021-01-22 | 北京青丝科技有限公司 | Questionnaire data processing method and device and storage medium |
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CN104200307A (en) * | 2014-05-30 | 2014-12-10 | 中国石油化工股份有限公司 | Safety management method for equipment in oil depot and gas station |
CN104636844A (en) * | 2013-11-07 | 2015-05-20 | 大连东方之星信息技术有限公司 | Online examination system with statistics and analysis functions |
CN104636883A (en) * | 2015-03-05 | 2015-05-20 | 中国石油化工股份有限公司 | Mobile contractor safety skill evaluation method |
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- 2017-06-27 CN CN201710497726.4A patent/CN109145028A/en active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
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CN104636844A (en) * | 2013-11-07 | 2015-05-20 | 大连东方之星信息技术有限公司 | Online examination system with statistics and analysis functions |
CN104200307A (en) * | 2014-05-30 | 2014-12-10 | 中国石油化工股份有限公司 | Safety management method for equipment in oil depot and gas station |
CN104636883A (en) * | 2015-03-05 | 2015-05-20 | 中国石油化工股份有限公司 | Mobile contractor safety skill evaluation method |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
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CN112257418A (en) * | 2020-10-30 | 2021-01-22 | 北京青丝科技有限公司 | Questionnaire data processing method and device and storage medium |
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Application publication date: 20190104 |