CN114169793A - Industrial Internet platform application evaluation method and evaluation system thereof - Google Patents

Industrial Internet platform application evaluation method and evaluation system thereof Download PDF

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CN114169793A
CN114169793A CN202111538543.5A CN202111538543A CN114169793A CN 114169793 A CN114169793 A CN 114169793A CN 202111538543 A CN202111538543 A CN 202111538543A CN 114169793 A CN114169793 A CN 114169793A
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data
index
module
evaluation
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李君�
周勇
刘帅
张旭
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China Industrial Control Systems Cyber Emergency Response Team
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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
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/31—Indexing; Data structures therefor; Storage structures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/38—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6227—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database where protection concerns the structure of data, e.g. records, types, queries
    • 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
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/04—Manufacturing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2141—Access rights, e.g. capability lists, access control lists, access tables, access matrices
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30—Computing systems specially adapted for manufacturing

Abstract

The invention discloses an application evaluation method and an evaluation system of an industrial internet platform, wherein the method comprises the steps of establishing an evaluation index project, integrating original data, determining an operation node, traversing data and evaluating the data; the invention divides the whole evaluation target in multiple stages and grades the evaluation target step by step, thereby greatly increasing the refining degree of data, leading the evaluation result to be more refined and visual, storing the data in the three-stage index by using a text, marking the data in the text, leading the reading of the data to be more accurate and quicker, leading the grading result to be more accurate, and marking the data which is lower than the mean value in the three-stage index by setting the score database, thereby being convenient for extracting and analyzing the score data which is lower than the mean value after the grading is finished, and realizing the targeted improvement of low-grade items.

Description

Industrial Internet platform application evaluation method and evaluation system thereof
Technical Field
The invention relates to the technical field of industrial internet application, in particular to an industrial internet platform application evaluation method and an industrial internet platform application evaluation system.
Background
The industrial internet is a novel infrastructure, an application mode and an industrial ecology deeply integrated by a new generation of information communication technology and industrial economy, a brand new manufacturing and service system covering a whole industrial chain and a whole value chain is constructed by comprehensively connecting people, machines, objects, systems and the like, a realization approach is provided for industrial and even industrial digitization, networking and intelligent development, the industrial and industrial internet is an important basic stone of the fourth industrial revolution, the economy of China is currently in a key period of conversion from quantity-scale advantages to quality benefit advantage promotion, and the industrial and industrial internet is used as a main application party of an industrial internet platform, and industrial enterprises of China are currently faced with the pressure of international market depression, domestic economy acceleration and slowdown, population reducibility gradually disappears, energy conservation and environmental protection requirements are continuously improved, customer requirements are increasingly severe, and the like, so that the industrial and industrial enterprises are pressed to accelerate the conversion.
However, the platform scale application level of the current industrial enterprises is still not high, and a large number of enterprises still stumble stumbles under the heavy tide of the industrial internet due to the problems of weak foundation of the industrial enterprises, insufficient knowledge on the industrial internet platform, unclear platform path method for the upper platform, unclear platform application effect, non-uniform standard and the like, therefore, a comprehensive and universal industrial internet application level evaluation system is urgently needed to be constructed, and through retrieval, a patent (publication number: CN112668939A) discloses an automatic evaluation method and system for enterprise performance based on the excelVBA technology, but the index data analysis is directly carried out, the coverage range of a single index is large, the data volume is huge, only the overall score of an enterprise can be evaluated, the thinning processing cannot be carried out, therefore, the invention provides an industrial internet platform application evaluation method and an evaluation system thereof to solve the problems in the prior art.
Disclosure of Invention
In order to solve the problems, the invention aims to provide an industrial internet platform application evaluation method and an evaluation system thereof.
In order to achieve the purpose of the invention, the invention is realized by the following technical scheme: an application evaluation method for an industrial internet platform comprises the following steps:
the method comprises the following steps: firstly, establishing multi-level index types in a grading manner according to the enterprise types and the comprehensive evaluation direction to serve as evaluation index items, wherein the index items are three-level indexes;
step two: firstly, enterprise application and evaluation data are collected through a data collection module and stored in a data storage module as original data, and then the original data are correspondingly classified on the basis of multi-level index types to realize the integration of the original data;
step three: according to actual evaluation setting, each index in the integrated original data is endowed with a qualified threshold value and a corresponding weight so as to determine an operation node of the original data;
step four: the method comprises the steps of firstly reading original data in a data storage module through a data reading module, traversing all the original data through a data total processing module according to operation logic according to operation nodes, and generating corresponding evaluation results.
The further improvement lies in that: in the first step, the specific establishment process of the index project is as follows:
a1, determining a primary index according to the enterprise type and the comprehensive evaluation direction;
a2, thinning and subdividing the first-level index according to the coverage direction of the first-level index, and dividing the first-level index into different second-level indexes;
and A3, further refining and subdividing the second-level indexes, and dividing the second-level indexes into different third-level indexes. The further improvement lies in that: in the second step, the specific integration steps of the original data are as follows:
b1, firstly, independently creating each multi-level index in the multi-level index type into a text named by an index name;
b2, correspondingly inputting the original data in the data storage module into the text according to the three-level index type;
b3, marking the data start point of each text with a start symbol by a data marking module, wherein the individual data are separated by a fixed separation symbol and the data end point of the text is marked with an end symbol.
The further improvement lies in that: the starting symbol, the fixed separating symbol and the ending symbol are all special symbols which can be identified by a computer, and the starting symbol, the fixed separating symbol and the ending symbol are different.
The further improvement lies in that: the specific steps of traversing all the original data according to the operation logic and generating the corresponding evaluation result are as follows:
c1, firstly traversing the data of each three-level index text, and carrying out acquisition processing on each data, wherein the formula is as follows:
Figure BDA0003413263850000031
wherein, XiIs [0,100 ]]Individual data score values, V, within the intervaliFor actual text data values, VminAnd VmaxRespectively the minimum value and the maximum value of the data values in the text;
c2, performing mean value operation on the data total score of each text, wherein the formula is as follows:
Figure BDA0003413263850000041
wherein the content of the first and second substances,
Figure BDA0003413263850000042
the overall average value of the text data is,if it is
Figure BDA0003413263850000043
Then by the data tagging module pair XiMarking and counting the marks in a score database;
c3, reading the whole secondary index in the tertiary index
Figure BDA0003413263850000044
And calculating a weighted average value according to the weight to obtain the score of the corresponding first-level index in the three-level indexes, wherein the formula is as follows:
Figure BDA0003413263850000045
wherein, X'kIs the score of the primary index, mkIs the weight coefficient of the item;
c4, obtaining a total score of the enterprise according to the score of the primary index, wherein the formula is as follows:
Figure BDA0003413263850000046
wherein X is the total score of the enterprise;
and C5, finally, visually displaying each grade score, the total score and the marked data in a chart mode through a visualization module.
An industrial internet platform application evaluation system comprises a data acquisition module for acquiring data, a data preprocessing module for segmenting the data, a data storage module for storing the data, a data reading module for reading the data, a data total processing module for analyzing and calculating the data, a data marking module for marking the data and a visualization module for displaying an evaluation result of the data.
The further improvement lies in that: the system also comprises a user login module, wherein the user login module adopts a role-based access control method, and the specific control method comprises the following steps:
s1, firstly, establishing accounts and passwords with different authority levels according to the user types;
s2, distributing the accounts and the passwords with different authority levels to the matched users respectively;
and S3, after logging in the system according to the account password, the user edits and checks the system data according to the authority range matched with the account password.
The further improvement lies in that: the account numbers and the passwords with different permission levels comprise a data input type for providing and inputting original data, a data check type for checking and editing only the original data, and a total control type for checking all data and analysis results.
The invention has the beneficial effects that:
(1) the method comprises the steps of firstly dividing the whole evaluation target into first-level indexes, then dividing the first-level indexes into second-level indexes, continuously dividing the second-level indexes into third-level indexes, inputting data according to the types of the third-level indexes, and then grading step by step, so that the refinement degree of the data is greatly increased, and the evaluation result is more refined and visual;
(2) the method stores the data in the three-level index by using the text, marks the starting point of the data in the text by using the symbol, and uses the separation symbol interval for single data, so that the data can be read more accurately and quickly, and the subsequent scoring result is more accurate;
(3) according to the invention, the score database is arranged, so that the data lower than the mean value in the three-level indexes can be marked, and after the subsequent grading is finished, the score data lower than the mean value is extracted and analyzed, thereby realizing the targeted improvement on the low score;
(4) the invention controls access to the system by using roles, divides the authority in the form of account number and password, and limits the reading and analyzing authority of the access users with different levels and authorities to data and analysis results, thereby better protecting the data and ensuring the privacy and the safety of the data.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a schematic diagram of a system according to a first embodiment of the present invention;
FIG. 2 is a diagram illustrating index classification according to a second embodiment of the present invention;
fig. 3 is a schematic diagram of single three-level index data analysis according to the second embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example one
Referring to fig. 2 and 3, the embodiment provides an application evaluation method for an industrial internet platform, which includes the following steps:
the method comprises the following steps: firstly, establishing multi-level index types in a grading way according to the enterprise types and the comprehensive evaluation directions to serve as evaluation index items, wherein the index items are at least three-level indexes, and the specific establishment process of the index items is as follows:
a1, determining first-level indexes such as strategy and organization, basic conditions, platform application, business innovation, efficiency benefit and the like according to the enterprise type and the comprehensive evaluation direction;
a2, refining and subdividing the first-level indexes according to the coverage direction of the first-level indexes, and dividing the first-level indexes into different second-level indexes, such as a digital strategy, organization and personnel, capital investment, equipment foundation, heterogeneous network fusion, data foundation management, information security, equipment cloud, business cloud, industrial APP application and innovation, edge cloud cooperation, big data mining application, digital management, network cooperation, intelligent production, personalized customization, service extension, competitiveness, economic benefits, social benefits and the like;
a3, further refining and subdividing the second-level index, dividing the second-level index into different third-level indexes, such as strategy formulation and execution, organization and setting, personnel security, capital investment, equipment digitization, equipment networking, network coverage, network fusion level, identification resolution posting, data base management, information security, cloud scale on equipment, equipment cloud management, business cloud operation, industrial APP application level, industrial APP innovation capability, edge processing capability, cloud edge collaboration level, large data value mining capability, industrial knowledge precipitation multiplexing, digitization management level, network collaboration level, intelligent production level, personalized customization level, service extension level, research and development capability, business efficiency, industry quality, service level, emergency response, cost reduction, benefit increase, energy conservation and emission reduction, social contribution and the like;
step two: the method comprises the steps of firstly collecting enterprise application and evaluation data through a data collection module, storing the enterprise application and evaluation data as original data in a data storage module, and then correspondingly classifying the original data on the basis of multi-level index types to realize the integration of the original data, wherein the specific integration steps of the original data are as follows:
b1, firstly, independently creating each multi-level index in the multi-level index type into a text named by an index name;
b2, correspondingly inputting the original data in the data storage module into the text according to the three-level index type;
b3, marking the data starting point of each text by using a starting symbol through a data marking module, wherein the single data are separated by using a fixed separation symbol, marking the data ending point of each text by using an ending symbol, wherein the starting symbol, the fixed separation symbol and the ending symbol are all special symbols which can be recognized by a computer, and the starting symbol, the fixed separation symbol and the ending symbol are different;
step three: according to actual evaluation setting, each index in the integrated original data is endowed with a qualified threshold value and a corresponding weight so as to determine an operation node of the original data;
step four: the method comprises the following specific steps of firstly reading original data in a data storage module through a data reading module, traversing all the original data according to operation logic through a data total processing module according to operation nodes, generating corresponding evaluation results, traversing all the original data according to the operation logic and generating the corresponding evaluation results:
c1, firstly traversing the data of each three-level index text, and carrying out acquisition processing on each data, wherein the formula is as follows:
Figure BDA0003413263850000081
wherein, XiIs [0,100 ]]Individual data score values, V, within the intervaliFor actual text data values, VminAnd VmaxRespectively the minimum value and the maximum value of the data values in the text;
c2, performing mean value operation on the data total score of each text, wherein the formula is as follows:
Figure BDA0003413263850000082
wherein the content of the first and second substances,
Figure BDA0003413263850000083
is the overall average value of the text data if
Figure BDA0003413263850000084
Then by the data tagging module pair XiMarking and counting the marks in a score database;
c3, reading the whole secondary index in the tertiary index
Figure BDA0003413263850000085
And calculating a weighted average value according to the weight to obtain the score of the corresponding first-level index in the three-level indexes, wherein the formula is as follows:
Figure BDA0003413263850000091
wherein, X'kIs the score of the primary index, mkIs the weight coefficient of the item;
c4, obtaining a total score of the enterprise according to the score of the primary index, wherein the formula is as follows:
Figure BDA0003413263850000092
wherein X is the total score of the enterprise;
and C5, finally, visually displaying each grade score, the total score and the marked data in a chart mode through a visualization module.
Example two
Referring to fig. 1, the embodiment provides an industrial internet platform application evaluation system, which includes a data acquisition module for acquiring data, a data preprocessing module for performing segmentation processing on the data, a data storage module for storing the data, a data reading module for reading the data, a data total processing module for analyzing and calculating the data, a data marking module for marking the data, and a visualization module for displaying an evaluation result of the data.
The system also comprises a user login module, wherein the user login module adopts a role-based access control method, and the specific control method comprises the following steps:
s1, firstly, establishing accounts and passwords with different authority levels according to the user types, wherein the accounts and passwords with different authority levels comprise a data input type for providing and inputting original data, a data check type for only viewing and editing the original data, and a total control type for viewing all data and analysis results;
s2, distributing the accounts and the passwords with different authority levels to the matched users respectively;
and S3, after logging in the system according to the account password, the user edits and checks the system data according to the authority range matched with the account password.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.

Claims (8)

1. The application evaluation method of the industrial internet platform is characterized by comprising the following steps:
the method comprises the following steps: firstly, establishing multi-level index types in a grading manner according to the enterprise types and the comprehensive evaluation direction to serve as evaluation index items, wherein the index items are three-level indexes;
step two: firstly, enterprise application and evaluation data are collected through a data collection module and stored in a data storage module as original data, and then the original data are correspondingly classified on the basis of multi-level index types to realize the integration of the original data;
step three: according to actual evaluation setting, each index in the integrated original data is endowed with a qualified threshold value and a corresponding weight so as to determine an operation node of the original data;
step four: the method comprises the steps of firstly reading original data in a data storage module through a data reading module, traversing all the original data through a data total processing module according to operation logic according to operation nodes, and generating corresponding evaluation results.
2. The industrial internet platform application evaluation method of claim 1, wherein: in the first step, the specific establishment process of the index project is as follows:
a1, determining a primary index according to the enterprise type and the comprehensive evaluation direction;
a2, thinning and subdividing the first-level index according to the coverage direction of the first-level index, and dividing the first-level index into different second-level indexes;
and A3, further refining and subdividing the second-level indexes, and dividing the second-level indexes into different third-level indexes.
3. The industrial internet platform application evaluation method of claim 1, wherein: in the second step, the specific integration steps of the original data are as follows:
b1, firstly, independently creating each multi-level index in the multi-level index type into a text named by an index name;
b2, correspondingly inputting the original data in the data storage module into the text according to the three-level index type;
b3, marking the data start point of each text with a start symbol by a data marking module, wherein the individual data are separated by a fixed separation symbol and the data end point of the text is marked with an end symbol.
4. The industrial internet platform application evaluation method of claim 3, wherein: the starting symbol, the fixed separating symbol and the ending symbol are all special symbols which can be identified by a computer, and the starting symbol, the fixed separating symbol and the ending symbol are different.
5. The industrial internet platform application evaluation method of claim 1, wherein: the specific steps of traversing all the original data according to the operation logic and generating the corresponding evaluation result are as follows:
c1, firstly traversing the data of each three-level index text, and carrying out acquisition processing on each data, wherein the formula is as follows:
Figure FDA0003413263840000021
wherein, XiIs [0,100 ]]Individual data score values, V, within the intervaliFor actual text data values, VminAnd VmaxRespectively the minimum value and the maximum value of the data values in the text;
c2, performing mean value operation on the data total score of each text, wherein the formula is as follows:
Figure FDA0003413263840000022
wherein the content of the first and second substances,
Figure FDA0003413263840000023
is the overall average value of the text data if
Figure FDA0003413263840000024
Then by the data tagging module pair XiMarking and counting the marks in a score database;
c3, reading the whole secondary index in the tertiary index
Figure FDA0003413263840000025
And calculating a weighted average value according to the weight to obtain the score of the corresponding first-level index in the three-level indexes, wherein the formula is as follows:
Figure FDA0003413263840000031
wherein, X'kIs the score of the primary index, mkIs the weight coefficient of the item;
c4, obtaining a total score of the enterprise according to the score of the primary index, wherein the formula is as follows:
Figure FDA0003413263840000032
wherein X is the total score of the enterprise;
and C5, finally, visually displaying each grade score, the total score and the marked data in a chart mode through a visualization module.
6. The application evaluation system of the industrial internet platform is characterized by comprising a data acquisition module for acquiring data, a data preprocessing module for segmenting the data, a data storage module for storing the data, a data reading module for reading the data, a data total processing module for analyzing and calculating the data, a data marking module for marking the data and a visualization module for displaying an evaluation result of the data.
7. The industrial internet platform application evaluation system of claim 6, wherein: the system also comprises a user login module, wherein the user login module adopts a role-based access control method, and the specific control method comprises the following steps:
s1, firstly, establishing accounts and passwords with different authority levels according to the user types;
s2, distributing the accounts and the passwords with different authority levels to the matched users respectively;
and S3, after logging in the system according to the account password, the user edits and checks the system data according to the authority range matched with the account password.
8. The industrial internet platform application evaluation system of claim 6, wherein: the account numbers and the passwords with different permission levels comprise a data input type for providing and inputting original data, a data check type for checking and editing only the original data, and a total control type for checking all data and analysis results.
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