CN114021971A - Comprehensive evaluation system, method and storage medium for expressway operation and maintenance management - Google Patents
Comprehensive evaluation system, method and storage medium for expressway operation and maintenance management Download PDFInfo
- Publication number
- CN114021971A CN114021971A CN202111300511.1A CN202111300511A CN114021971A CN 114021971 A CN114021971 A CN 114021971A CN 202111300511 A CN202111300511 A CN 202111300511A CN 114021971 A CN114021971 A CN 114021971A
- Authority
- CN
- China
- Prior art keywords
- data
- evaluation
- maintenance
- module
- information
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- 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
- 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
- G06Q50/10—Services
- G06Q50/26—Government or public services
Abstract
The invention discloses a comprehensive evaluation system, a method and a storage medium for expressway operation and maintenance management, wherein the system comprises a data access interface: accessing reference data for evaluating user operation service data into a server of the evaluation system by using a uniform data interface; a data acquisition subsystem: the system is used for recording and transmitting user operation service data in real time; evaluation and analysis subsystem: the operation and maintenance management evaluation system is used for analyzing and evaluating the operation and maintenance information and the real-time operation data according to the input reference data and obtaining an operation and maintenance management evaluation result; and the result display subsystem: the operation and maintenance management evaluation result is displayed; by fusing the operation service system and the evaluation system, smooth butt joint of data information can be quickly realized from implementation to association to feedback of operation and maintenance, the intermediate transition period is reduced, and efficient conversion from use to regulation is realized; the method realizes the visual management of the real-time operation and real-time evaluation and real-time feedback, and provides accurate decision support for managers.
Description
Technical Field
The invention belongs to the technical field of highway operation and maintenance service evaluation, and particularly relates to a highway operation and maintenance management comprehensive evaluation system, a highway operation and maintenance management comprehensive evaluation method and a highway operation and maintenance management storage medium.
Background
Since the advent of intelligent roads, traffic systems in more than intelligent traffic application fields have been developed, most of which use technology as a guide, obtain real-time data through roadside cameras, in-road sensors and precise monitoring systems, and monitor road traffic states (congestion indexes, traffic saturation and the like) and travel, thereby providing data support for traffic managers.
However, in the actual operation and maintenance management process, the actual operation and maintenance service function of the user cannot be embodied in the traffic system, and the evaluation result of the actual road traffic management cannot be quickly and effectively obtained, so that the real-time evaluation and confirmation of the operation effect are inconvenient. The road operation and maintenance management comprehensive evaluation system based on big data is researched and developed, an initial standard business database and an initial risk list are built in, real-time confirmation comparison and risk evaluation of road operation and maintenance service operation can be achieved, multiple evaluation modes are fused on the basis of monitoring data and actual operation data, operation and maintenance service evaluation can be more convenient, efficient and high-quality, and decision support is provided for operation and maintenance managers.
The invention patent 1(202010214922.8) utilizes BIM technology to realize the full-period information sharing and operation supervision of urban traffic from design to construction and then to later-stage operation, maintenance and management; the invention patent 2(CN201010289285.7) ensures the safe operation of the railway by processing and prejudging the monitoring data and evaluating the operation environment; the patent relies on inherent attributes and monitoring data of traffic, and does not relate to evaluation on the whole operation and maintenance aspect of roads, so that the evaluation effect of the non-operation and maintenance management is reflected.
Disclosure of Invention
Aiming at the defects in the prior art, the comprehensive evaluation system, the comprehensive evaluation method and the comprehensive evaluation storage medium for the expressway operation and maintenance management solve the problems that the intelligent traffic system is incomplete in data collection, traditional management data collection is qualified and not communicated, and operation quality evaluation and risk early warning cannot be realized in real time according to the operation and maintenance data.
In order to achieve the purpose of the invention, the invention adopts the technical scheme that: a comprehensive evaluation system for highway operation and maintenance management comprises:
a data access interface: inputting reference data for evaluating user operation service data into an evaluation analysis subsystem through authority integration and message integration by using a uniform data interface;
a data acquisition subsystem: the system comprises a server, a data acquisition module, a data processing module and a data processing module, wherein the data acquisition module is used for acquiring operation and maintenance information and real-time operation data generated in the operation and maintenance process of a road and uploading the operation and maintenance information and the real-time operation data to the server;
evaluation and analysis subsystem: the operation and maintenance management evaluation system is used for analyzing and evaluating according to the input reference data, the operation and maintenance information and the real-time operation data and obtaining an operation and maintenance management evaluation result;
and the result display subsystem: the operation and maintenance management evaluation result is displayed;
the data acquisition subsystem is mounted on a mobile Internet terminal, and the data access interface, the evaluation analysis subsystem and the result display system are mounted in a server.
Furthermore, the data access interface takes the data format in the evaluation system as a standard, forms a uniform data flow mode for all reference data, forms access and stores the access into the server.
Furthermore, the data acquisition subsystem comprises a user information interaction module, an operation information interaction module, an equipment state interaction module and a recording module;
the user information interaction module is used for acquiring personal information, a health state and an actual operation state corresponding to a user and receiving push information of the evaluation system;
the operation information interaction module is used for receiving operation scenes distributed by the operation service system, collecting operation implementation information and transmitting and recording operation service data;
the equipment information interaction module is used for recording and transmitting the running state of the equipment and the equipment fault repair progress information in the user operation process;
the recording module is used for recording emergency events, emergency events and personnel management events encountered in the operation process of the user and forming a data basis for obtaining an evaluation result.
Further, the evaluation and analysis subsystem comprises a data storage and data flow module, a data processing and analysis module, an index calculation module and a risk reminding module;
the data storage and data flow module is used for storing classification business personnel, an initial operation and maintenance business standard database and an initial risk list by adopting a database model, and storing real-time access data and reference data;
the data processing and analyzing module is used for realizing the streaming processing of the operation and maintenance data, providing real-time operation and maintenance information comparison, carrying out data batch analysis and realizing operation and maintenance situation perception and intelligent operation and maintenance management;
the index calculation module is used for establishing an index judgment basis by applying an evaluation algorithm according to a comprehensive evaluation index system, performing statistical analysis calculation on the operation service data to obtain an evaluation result, and pushing the evaluation result to the user information interaction module in real time;
and the risk reminding module is used for matching and comparing the operation service data with a built-in initial risk list and index judgment basis, updating the risk list, sending the risk condition to the user information interaction module and carrying out system risk reminding.
Furthermore, the comprehensive evaluation index system in the index calculation module is an index system which takes reference data and operation and maintenance information generated in the whole process of highway operation and maintenance service as data bases, is established by different departments, takes days, months and seasons as evaluation periods, and takes personnel, facility equipment, environment and management as dimensions;
the evaluation algorithm is a method for fusing operation service data and an index evaluation basis risk list according to the data dimension of an output evaluation result based on a comprehensive evaluation index system, and calculating and obtaining a multi-dimensional and multi-scale operation and maintenance management evaluation result in real time;
the index evaluation basis refers to each index risk critical value established based on the highway operation and maintenance risk and the highway operation and maintenance regulation.
Further, the result display subsystem comprises a static display module, a dynamic display module, an operation evaluation index display module, an equipment operation and maintenance state display module and a multi-dimensional effect display module;
the static display module is used for displaying information board information release content, traffic indication marks, information released by a public information release platform, management regulation standards and matched incentive measures;
the dynamic display module is used for displaying the predicted dynamic operation and maintenance information and decision guidance information;
the operation evaluation index display module is used for displaying an operation state index system of the operation service system;
the equipment operation and maintenance state display module is used for displaying the operation and maintenance state of intelligent equipment in the operation service system;
and the multi-dimensional effect display module is used for displaying the operation and maintenance management evaluation results in different periods and different dimensions under a two-dimensional or three-dimensional space model.
A comprehensive evaluation method for expressway operation and maintenance management comprises the following steps:
s1, registering personal information in the user information interaction module, and preparing to execute service operation according to the operation scene and operation information distributed by the operation service system;
s2, acquiring actual operation service data of the user through the operation information interaction module based on the execution condition of the service operation and transmitting the actual operation service data to the evaluation analysis subsystem;
s3, in the evaluation analysis subsystem, comparing the actual operation service data with the initial operation and maintenance service standard database, and calculating to obtain an operation and maintenance management evaluation result;
and S4, checking the operation and maintenance management evaluation result and the risk reminding condition through the result display subsystem.
Further, the step S3 is specifically:
based on corresponding indexes in a comprehensive evaluation index system through an evaluation algorithm, according to data dimensions of output evaluation results, reference data, comparison results of current business operation data, corresponding risk lists and index evaluation bases are fused, evaluation calculation is carried out on actual business operation data, and operation and maintenance management evaluation results are obtained;
the comprehensive evaluation index system is an index system which takes reference data and operation and maintenance information generated in the whole process of highway operation and maintenance service as data bases, is established by departments, takes days, months and seasons as evaluation periods, and takes personnel, facility equipment, environment and management as dimensions;
the index evaluation criterion refers to critical probability values of all indexes based on the road operation and maintenance risks and road operation and maintenance regulations.
Further, the step S3 includes performing comparative analysis on the actual operation service data and the initial operation and maintenance service standard database, the risk list and the evaluation index judgment basis to obtain the evaluation of the user operation compliance and the like and the risk early warning, and pushing the evaluation to the user information interaction module to realize the system risk reminding.
A computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of a highway operation and maintenance management comprehensive evaluation method.
The invention has the beneficial effects that:
(1) according to the invention, the operation service system and the evaluation system are effectively integrated, so that smooth butt joint of data information can be quickly realized from implementation to association to feedback of operation and maintenance, the intermediate transition period is reduced, and efficient conversion from use to regulation is realized;
(2) in the invention, a unified data standard is established for multidimensional data related to a road, related information is accurately accessed into a storage module, a data acquisition part can input actual operation data on the basis of actual use of a user to meet the requirement of bottom data of evaluation, an evaluation analysis part can realize comparison between actual operation and standard data and carry out multi-angle evaluation analysis, risk reminding can be realized according to a risk list to meet the control of a real-time operation and maintenance state of the road, and a result display part displays an actual evaluation result to the user, so that a manager and an operator can more visually know the operation and maintenance state of the road;
(3) the operation and maintenance service and the intelligent evaluation are reliably fused by the invention, the intelligent scientific detection and control of the operation and maintenance service are realized, the visual management of the instant operation and the instant evaluation and the instant feedback is realized, and the accurate decision support is provided for a manager.
Drawings
Fig. 1 is a schematic structural view of a comprehensive evaluation system for highway operation and maintenance management provided by the invention.
Fig. 2 is a schematic diagram of an internal composition structure of the highway operation and maintenance management comprehensive evaluation system provided by the invention.
Fig. 3 is a flow chart of the comprehensive evaluation method for highway operation and maintenance management provided by the invention.
FIG. 4 is a flowchart illustrating an example of providing an evaluation of an operation and maintenance service according to the present invention.
Detailed Description
The following description of the embodiments of the present invention is provided to facilitate the understanding of the present invention by those skilled in the art, but it should be understood that the present invention is not limited to the scope of the embodiments, and it will be apparent to those skilled in the art that various changes may be made without departing from the spirit and scope of the invention as defined and defined in the appended claims, and all matters produced by the invention using the inventive concept are protected.
Example 1:
as shown in fig. 1, a comprehensive evaluation system for highway operation and maintenance management includes:
a data access interface: inputting reference data for evaluating user operation service data into an evaluation analysis subsystem through authority integration and message integration by using a uniform data interface;
a data acquisition subsystem: the system comprises a server, a data acquisition module, a data processing module and a data processing module, wherein the data acquisition module is used for acquiring operation and maintenance information and real-time operation data generated in the operation and maintenance process of a road and uploading the operation and maintenance information and the real-time operation data to the server;
evaluation and analysis subsystem: the operation and maintenance management evaluation system is used for analyzing and evaluating the operation and maintenance information and the real-time operation data according to the input reference data and obtaining an operation and maintenance management evaluation result;
and the result display subsystem: the operation and maintenance management evaluation result is displayed;
in an embodiment of the present invention, the data acquisition subsystem is mounted on a mobile networking end, and the data access interface, the evaluation analysis subsystem and the result display system are mounted on a server; the server is used for receiving various data information according to the mobile internet end, calling the operation and maintenance service evaluation model to evaluate the operation and maintenance service, and feeding back the operation and maintenance service to the server of the user according to an evaluation result. The evaluation system and the operation service system in the embodiment are integrated, so that smooth butt joint of data information can be quickly realized from implementation to management to feedback of operation and maintenance, a transition period in the middle is shortened, and efficient conversion from use to adjustment is realized.
In an embodiment of the present invention, the data access interface uses a data format in the evaluation system as a standard, and forms a uniform data stream mode for all reference data to form access and store the access into the server. Specifically, the unified data flow mode includes that the system is established on a unified data exchange platform, data integration among all heterogeneous databases is realized through the exchange platform, integration of all services on a data level is realized, and data exchange and sharing among the heterogeneous databases are guaranteed.
In the embodiment of the present invention, the reference data accessed by the data access interface includes road quality and safety data, traffic flow information, meteorological conditions, and the like provided by the evaluation system based on an evaluation index system and a risk list, where the road quality and safety data is used as a basis for evaluating a road risk state, the traffic flow information is used as a basis for evaluating a road congestion state, and the meteorological conditions are used as a basis for managing a risk list.
In an embodiment of the present invention, as shown in fig. 2, the data obtaining subsystem in embodiment 1 includes a user information interaction module, a job information interaction module, an equipment state interaction module, and a recording module;
the user information interaction module is used for acquiring personal information, a health state and an actual operation state corresponding to a user and receiving push information of the evaluation system;
the operation information interaction module is used for receiving operation scenes distributed by the operation service system, collecting operation implementation information and transmitting and recording operation service data
The equipment information interaction module is used for recording and transmitting the running state of the equipment and the equipment fault repair progress information in the user operation process;
the recording module is used for recording emergency events, emergency events and personnel management events encountered in the user operation process and forming a data basis for obtaining an evaluation result.
In the embodiment of the present invention, the user information interaction module may further record personal health information at regular time, push a mental health questionnaire, and after the user personal information is received by the system, the system uniformly manages the user personal information, and pushes personal job information according to the registration information, so as to provide personal job arrangement and personal notification required by the user.
In the embodiment of the invention, the job interaction module extracts and/or updates data based on the related data or instructions uploaded to the server by the user job, so that the real-time update of the system evaluation data is completed.
In an embodiment of the present invention, as shown in fig. 2, the evaluation and analysis subsystem includes a data storage and data flow module, a data processing and analysis module, an index calculation module, and a risk reminding module;
the data storage and data flow module is used for storing the classified service personnel information, all initial operation and maintenance service standard databases and initial risk lists by adopting a database model and storing real-time access data and operation data;
the data processing and analyzing module is used for realizing the streaming processing of the operation and maintenance data, providing real-time operation and maintenance information comparison, carrying out data batch analysis and realizing operation and maintenance situation perception and intelligent operation and maintenance management;
the index calculation module is used for establishing an index judgment basis by applying an evaluation algorithm according to the comprehensive evaluation index system, performing statistical analysis calculation on the operation service data to obtain an evaluation result and pushing the evaluation result to the user information interaction module;
and the risk reminding module is used for matching and comparing the operation service data with a built-in initial risk list and index judgment basis, updating the risk list, sending the risk condition to the user information interaction module and carrying out system risk reminding.
In an embodiment of the present invention, the classified service personnel in the data storage and data flow module includes department personnel related to road administration, monitoring, rescue, maintenance, charging, and the like in a road operation management process.
In the embodiment of the invention, the data processing and analyzing module adopts a big data technology, and realizes streaming processing of various operation and maintenance data and provides real-time operation and maintenance information through a plurality of environments such as data preprocessing, processing, storage, analysis, transmission and the like. Meanwhile, data batch analysis is provided, operation and maintenance data are counted and screened, and operation and maintenance situation perception and intelligent operation and maintenance management are achieved.
In the embodiment of the invention, the comprehensive evaluation index system in the index calculation module is an index system which is established by different departments, takes days, months and seasons as evaluation periods and takes personnel, facility equipment, environment and management as dimensions, and takes the accessed reference data and the operation and maintenance information generated in the whole process of highway operation and maintenance service including the operation business data, equipment data and meteorological data of a user as data bases; wherein, the personnel comprise personnel occupational skill level, personnel health level, work completion quality, accident handling quality and the like; the facility equipment comprises equipment running conditions, equipment availability ratio, failure rate, accumulated repair rate and the like; the environment comprises extreme weather statistics, accumulated early warning times, dormitory environment level and the like; management includes accumulating accident times, attendance rate, etc.; in the specific implementation process, the comprehensive index evaluation system is different based on different user services assigned by the system, for example, highway operation service departments are divided into administration, monitoring, rescue, charging, maintenance and other departments. The road administration department index system comprises personnel certificate preparation rate, personnel health level, accident handling timeliness rate, attendance rate, equipment repair timeliness rate, accumulated settlement rate, accumulated claim rate, liability complaint rate and the like.
The criterion of the indexes in the embodiment of the invention is a risk critical probability value of each index established based on the highway operation and maintenance risk and the highway operation and maintenance related regulation, is used for qualitative evaluation of the index risk, and can be updated in the actual operation and maintenance management.
In the embodiment of the invention, the evaluation algorithm in the index calculation module is a method for calculating and obtaining the multi-dimensional and multi-scale operation and maintenance management evaluation result in real time by fusing the comparison result of the reference data and the current business operation data and the corresponding risk list and index evaluation basis according to the data dimension of the output evaluation result based on a comprehensive evaluation index system. Specifically, the evaluation algorithm in the embodiment of the present invention constructs operation and maintenance evaluation units of each index according to operation data of a specific department, sets operation and maintenance evaluation modes corresponding to the evaluation units, sets an index evaluation basis corresponding to the result at an operation and maintenance evaluation result output part of each department, feeds back the index evaluation basis to a specific operation part of a user, establishes an evaluation algorithm related to operation of each department, and finally synthesizes each part to obtain an evaluation result of the overall operation and maintenance service of a highway, taking a road administration department as an example, specifically, an index system data standard can be established according to operation control indexes of the road administration department, and an index evaluation formula is constructed, including:
A. the personnel certificate complete preparation rate is the total number of persons holding the certificate/the total number of persons in the road administration department;
B. the personnel health level is the number of people in the annual physical examination health grade/the total number of the road administration;
C. accident handling timeliness rate is equal to average alarm time length/standard time length;
D. the attendance rate is the actual number of people going out/the number of people going out in a month;
E. the equipment failure rate is the number of failed equipment/total number of equipment;
F. accumulating the counter rate, namely accumulating the counter quantity of the counter in a certain month/accumulating the counter quantity of the counter in the certain month;
G. accumulating the claim rate, namely accumulating the claim amount to a certain month/accumulating the total number of the claim cases to a certain month;
H. the responsible complaint rate is the responsible complaint quantity per the total complaint quantity per month; in particular, when the total number of complaints in this month is 0, the complaint rate of liability is 0
The comprehensive evaluation indexes can be divided into positive indexes and negative indexes, wherein the personnel certificate preparation rate, the personnel health level, the accident handling timeliness rate, the attendance rate, the accumulated settlement rate and the accumulated claim rate are the positive indexes, and the larger the index value is, the higher the evaluation result is; the equipment failure rate and the responsible complaint rate are negative indexes, and the larger the index value is, the lower the evaluation result is.
Setting index judgment bases at the positive and negative index result output ends, and setting a judgment base threshold according to actual requirements, for example, setting the health level of the personnel in the positive index to be ninety percent, namely, when the health information of the personnel is reduced to less than ninety percent, the risk reminding of the evaluation result is needed, and the operation and maintenance service personnel part needs to be adjusted; the equipment failure rate in the negative indicator is set to twenty percent, namely when the equipment failure rate reaches twenty percent, the risk reminding of the evaluation result is needed, and the equipment part of the operation and maintenance service facility needs to be adjusted. Meanwhile, in order to generate a comprehensive evaluation result score, the evaluation index standard data needs to be normalized, and the processed data needs to be subjected to unified machine learning training to obtain a required score.
For example, for the road administration, X is a forward indicatori＝(xi-Min (x)/(Max (x) -Min (x)); for negative indicators, Xi＝(Max(x)-xi) (Max (x) -Min (x)), wherein: x is an evaluation index parameter value after certain normalization; (Max x) is the maximum index value of a certain evaluation index; x is an index value of a certain evaluation index; min (x) is the minimum index value of a certain evaluation index. And then, machine learning training is carried out on the normalized index data to obtain an evaluation model, and evaluation calculation can be carried out on real-time transmission data.
Based on the data, the embodiment can comprehensively normalize data information by sampling methods such as an analytic hierarchy process, a fuzzy comprehensive evaluation method, a BP neural network and the like, and correspondingly acquire specific department operation data through a specific algorithm to obtain an evaluation result. In the training process, the influence of the added data refreshing frequency on the training model is considered, so that the evaluation result is more accurate and reliable. In practical application, the operation and maintenance service evaluation result gives specific risk reminding according to a set evaluation index system and a preset index evaluation basis, and the real-time operation and maintenance service quality obtained through an algorithm takes the lowest value as the basis.
In the embodiment of the invention, the obtained comprehensive evaluation result score can be used for transverse department comparison and longitudinal time comparison, operation monitoring, trend analysis, change rate analysis and the like of road operation and maintenance, the road operation and maintenance service quality of each department and each time period is evaluated, and the evaluation level is further improved.
In the risk reminding module in the embodiment of the invention, a user side receives system information and an evaluation and judgment result, transmits a safety instruction or a warning instruction to the user side in a communication mode according to a risk reminding condition, a risk reminding response measure is arranged in an evaluation system, the same data transmission mode is used, after operation data of a user is transmitted to the evaluation system, a set judgment basis and a risk list are matched, and updated risks are added into the list.
In an embodiment of the present invention, as shown in fig. 2, the result display subsystem in embodiment 1 includes a static display module, a dynamic display module, an operation evaluation index display module, an equipment operation and maintenance state display module, and a multidimensional effect display module;
the static display module is used for displaying information board information release content, traffic indication marks, information released by a public information release platform, management regulation standards and matched incentive measures;
the dynamic display module is used for displaying the predicted dynamic operation and maintenance information and decision guidance information;
the operation evaluation index display module is used for displaying an operation state index system of the operation service system;
the equipment operation and maintenance state display module is used for displaying the operation and maintenance state of intelligent equipment in the operation service system;
and the multi-dimensional effect display module is used for displaying the operation and maintenance management evaluation results in different periods and different dimensions under a two-dimensional or three-dimensional space model.
Indexes in an operation state index system displayed in an operation evaluation index display module in the embodiment of the invention comprise specific evaluation index contents set by real-time attendance rate, accident handling conditions and the like.
The evaluation results displayed by the multi-dimensional effect display module in the embodiment of the invention can be transversely compared with the operation and maintenance evaluation values under the same index to obtain the operation and maintenance service quality ranking information of each department, thereby being beneficial to the comprehensive overall planning of the overall highway management on each department; and the operation and maintenance evaluation values with the same index can be longitudinally compared to obtain the operation and maintenance service quality ranking information at each time interval, so that the comprehensive grasp of the operation and maintenance history by the overall highway management is facilitated.
Example 2:
as shown in fig. 3, in an embodiment of the present invention, a comprehensive evaluation method for highway operation and maintenance management based on the system in embodiment 1 is provided, which includes the following steps:
s1, registering personal information in the user information interaction module, and preparing to execute service operation according to the operation scene and operation information distributed by the operation service system;
s2, acquiring actual operation service data of the user through the operation information interaction module based on the execution condition of the service operation and transmitting the actual operation service data to the evaluation analysis subsystem;
s3, in the evaluation analysis subsystem, comparing the actual operation service data with the initial operation and maintenance service standard database, and calculating to obtain an operation and maintenance management evaluation result;
and S4, checking the operation and maintenance management evaluation result and the risk reminding condition through the result display subsystem.
In step S2 of the embodiment of the present invention, the job information interaction module collects the actual job information of the user, and then transmits the information to the server, and the server receives the actual information from the system, processes the information by the processor, and stores the information in the actual service content library of the user.
Step S3 of the embodiment of the present invention specifically includes: based on corresponding indexes in a comprehensive evaluation index system through an evaluation algorithm, according to data dimensions of output evaluation results, reference data, comparison results of current business operation data, corresponding risk lists and index evaluation bases are fused, evaluation calculation is carried out on actual business operation data, and operation and maintenance management evaluation results are obtained;
the comprehensive evaluation index system is an index system which takes reference data and operation and maintenance information generated in the whole process of highway operation and maintenance service as data bases, is established by departments, takes days, months and seasons as evaluation periods, and takes personnel, facility equipment, environment and management as dimensions; the index evaluation basis refers to each index risk critical value established based on the highway operation and maintenance risk and the highway operation and maintenance regulation.
In step S3 of the embodiment of the present invention, the evaluation analysis module of the server may operate different evaluation algorithms according to different evaluation requirements, so as to obtain a multidimensional operation and maintenance management evaluation result.
Step S3 of the embodiment of the present invention further includes performing comparative analysis on the actual operation service data and the initial operation and maintenance service standard database, the risk list and the evaluation index judgment basis to obtain the evaluation of the user operation compliance and the risk early warning, and pushing the risk behavior early warning information to the user information interaction module when the risk behavior exists, so as to implement system risk reminding.
Example 3:
an embodiment of the present invention provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the steps of the highway operation and maintenance management comprehensive evaluation method in embodiment 2 can be implemented based on the system structure in embodiment 1.
Example 4:
the embodiment of the invention provides an implementation mode for realizing operation and maintenance management evaluation in a specific scene, which comprises the following steps:
as shown in fig. 4, the operation and maintenance management evaluation in this embodiment includes the following steps:
step 1:
reference data information is obtained through the data access interface, and the reference data information comprises current infrastructure states (position coordinates and damage states of a sign board, a traffic light, a signal control machine, a traffic detector, an electronic police, a video monitoring and traffic guidance screen, information such as matching components, communication configuration, power supply management, road surface damage and guardrail states), road traffic states (information such as road congestion time and length), weather states (information such as strong wind, strong rain and extreme weather) and the like.
Step 2: when a user works, real-time data information in the operation and maintenance process is obtained through the data obtaining subsystem, wherein the information comprises general information (the number of people who are on duty, the number of people who are late, the time of commuting to work, the recording condition of related files and the like) and classification business information (department work information comprises road administration, maintenance, charging, monitoring, rescue and the like, the specific scene work condition and abnormal condition of key business, environmental data and the like);
and step 3: and calling the stored initial operation and maintenance service standard database to compare with reference data and actual service data, performing logic reasoning, comparing with an index judgment basis and a risk list to form risk reminding information and an emergency plan, performing statistical analysis through an evaluation index system, and performing evaluation to obtain an evaluation result.
And 4, step 4: and after the evaluation is finished, displaying in the system, feeding back to the user according to the result, and adjusting the operation in time.
In the embodiment of the invention, after the user registers and logs in, the system distributes corresponding department operation arrangement according to the user information, the evaluation index system is stored in the system and can automatically count the result according to the real-time operation corresponding to each specific service. And the service data acquisition is used for multi-department classified acquisition according to different user information, so that the referred data is more comprehensive, and the problem of service non-circulation is avoided. Meanwhile, an initial operation and maintenance service standard database and an operation risk list are built in the system, massive risk scenes before, during and after operation and coping strategies can be used for big data analysis to make safer and tighter operation and maintenance management measures, and the risk coping measures of the user can be customized for the same risk scene according to different user properties. After data analysis, the risk list database can be continuously perfected, supplemented and corrected according to actual scene data.
In step 3 of this embodiment, in the process of the user actually using the system to perform operation and maintenance operation, the system has a standard for standard operation, the setting is already built in as an initial operation and maintenance service standard database, and has different operation requirements for different operators in sequence, and the real-time operation database for immediate sampling and fixed-point sampling is finally obtained by continuing step by step.
In step 3 of this embodiment, the initial operation and maintenance service standard database may specifically include: the system comprises the following steps of daily operation business contents of operators, daily inspection standard behaviors, emergency handling standard behaviors, fault facility record standards, external response standard specifications and the like.
In step 3 of this embodiment, the user may receive the risk prompt from the system, and adjust the personal job behavior according to the real-time evaluation result, which is helpful for improving and optimizing the job service capability of the user. Meanwhile, each department stores and calls the same event information through uniform numbering, so that the data redundancy phenomenon is avoided, and the information interaction is expanded.
In step 3 of this embodiment, the evaluation index system is specifically derived from standard business data screening, and specifically may include, but is not limited to, an index system of four dimensions including personnel, facility equipment, environment, and management, where the personnel include: personnel occupational skill level, personnel health level, work completion quality, accident handling quality and the like; the facility device includes: the reserve rate, the failure rate, the accumulated repair rate, etc.; the environment includes: extreme weather statistics, accumulated early warning times, dormitory environment level and the like; the management comprises the following steps: accumulating accident times, attendance rate and the like;
in step 3 of this embodiment, after the evaluation result score is finally generated, each index score is displayed in the statistical module, and meanwhile, the risk part is prompted to serve as a basis for subsequent improvement; the risk reminding specifically may include: and the evaluation result is abnormal, abnormal data is prompted, weather early warning is realized, operation adjustment is prompted, and the like.
In step 3 of this embodiment, the evaluation algorithm built in the evaluation system includes, but is not limited to: BP neural network method, analytic hierarchy process, principal component analysis method, decision tree method, IV-TOPSIS-RSR method, etc. The specific algorithm corresponds to the collected data and respectively corresponds to a standard index system, different evaluation result displays can be obtained finally, the algorithm can be used for single calculation or combined operation, and the lowest value of various evaluation values is selected as an evaluation result.
In step 4 of this embodiment, the evaluation result display mode may adopt different media such as a large screen, a computer screen, and a mobile phone screen, and different display interfaces are provided according to the different media. The method specifically comprises the following steps: abnormal information of key indexes, extreme weather reminding, a histogram, a curve graph, a pie chart, a dashboard chart and a thermodynamic diagram show the operation and maintenance service state indexes and the like; on the other hand, the fed-back rating result can reflect the quality and the defects of operation and maintenance operation in real time, operation and maintenance personnel can complete the substandard index task in time according to the risk reminding and evaluation result, overhaul the equipment with hidden danger, upload the updated operation and maintenance information after adjustment to the server again, obtain the evaluation result again, repeat the data interaction, realize targeted adjustment of the operation and maintenance scheme, correction of the operation and maintenance defects and improve the operation and maintenance service quality.
Claims (10)
1. A comprehensive evaluation system for highway operation and maintenance management is characterized by comprising:
a data access interface: inputting reference data for evaluating user operation service data into an evaluation analysis subsystem through authority integration and message integration by using a uniform data interface;
a data acquisition subsystem: the system comprises a server, a data acquisition module, a data processing module and a data processing module, wherein the data acquisition module is used for acquiring operation and maintenance information and real-time operation data generated in the operation and maintenance process of a road and uploading the operation and maintenance information and the real-time operation data to the server;
evaluation and analysis subsystem: the operation and maintenance management evaluation system is used for analyzing and evaluating according to the input reference data, the operation and maintenance information and the real-time operation data and obtaining an operation and maintenance management evaluation result;
and the result display subsystem: the operation and maintenance management evaluation result is displayed;
the data acquisition subsystem is mounted on a mobile Internet terminal, and the data access interface, the evaluation analysis subsystem and the result display system are mounted in a server.
2. The comprehensive evaluation system for highway operation and maintenance management according to claim 1, wherein the data access interface forms a uniform data flow mode for all reference data to access and store in the server by taking a data format in the evaluation system as a standard.
3. The comprehensive evaluation system for the operation and maintenance management of the expressway according to claim 1, wherein the data acquisition subsystem comprises a user information interaction module, an operation information interaction module, an equipment state interaction module and a recording module;
the user information interaction module is used for acquiring personal information, a health state and an actual operation state corresponding to a user and receiving push information of the evaluation system;
the operation information interaction module is used for receiving operation scenes distributed by the operation service system, collecting operation implementation information and transmitting and recording operation service data;
the equipment information interaction module is used for recording and transmitting the running state of the equipment and the equipment fault repair progress information in the user operation process;
the recording module is used for recording emergency events, emergency events and personnel management events encountered in the operation process of the user and forming a data basis for obtaining an evaluation result.
4. The comprehensive evaluation system for the operation and maintenance management of the expressway of claim 1, wherein the evaluation and analysis subsystem comprises a data storage and data flow module, a data processing and analysis module, an index calculation module and a risk reminding module;
the data storage and data flow module is used for storing classification business personnel, an initial operation and maintenance business standard database and an initial risk list by adopting a database model, and storing real-time access data and reference data;
the data processing and analyzing module is used for realizing the streaming processing of the operation and maintenance data, providing real-time operation and maintenance information comparison, carrying out data batch analysis and realizing operation and maintenance situation perception and intelligent operation and maintenance management;
the index calculation module is used for establishing an index judgment basis by applying an evaluation algorithm according to a comprehensive evaluation index system, performing statistical analysis calculation on the operation service data to obtain an evaluation result, and pushing the evaluation result to the user information interaction module in real time;
and the risk reminding module is used for matching and comparing the operation service data with a built-in initial risk list and index judgment basis, updating the risk list, sending the risk condition to the user information interaction module and carrying out system risk reminding.
5. The comprehensive evaluation system for the operation and maintenance management of the expressway according to claim 4, wherein the comprehensive evaluation index system in the index calculation module is an index system which is established by departments and has the evaluation periods of days, months and seasons and the dimensions of personnel, facility equipment, environment and management based on reference data and operation and maintenance information generated in the whole operation and maintenance service process of the expressway;
the evaluation algorithm is a method for fusing operation service data and an index evaluation basis risk list according to the data dimension of an output evaluation result based on a comprehensive evaluation index system, and calculating and obtaining a multi-dimensional and multi-scale operation and maintenance management evaluation result in real time;
the index evaluation basis refers to each index risk critical value established based on the highway operation and maintenance risk and the highway operation and maintenance regulation.
6. The comprehensive evaluation system for the operation and maintenance management of the expressway according to claim 4, wherein the result display subsystem comprises a static display module, a dynamic display module, an operation evaluation index display module, an equipment operation and maintenance state display module and a multi-dimensional effect display module;
the static display module is used for displaying information board information release content, traffic indication marks, information released by a public information release platform, management regulation standards and matched incentive measures;
the dynamic display module is used for displaying the predicted dynamic operation and maintenance information and decision guidance information;
the operation evaluation index display module is used for displaying an operation state index system of the operation service system;
the equipment operation and maintenance state display module is used for displaying the operation and maintenance state of intelligent equipment in the operation service system;
and the multi-dimensional effect display module is used for displaying the operation and maintenance management evaluation results in different periods and different dimensions under a two-dimensional or three-dimensional space model.
7. The comprehensive evaluation method for the operation and maintenance management of the expressway based on the comprehensive evaluation system for the operation and maintenance management of the expressway as claimed in any one of claims 1 to 6, comprising the following steps:
s1, registering personal information in the user information interaction module, and preparing to execute service operation according to the operation scene and operation information distributed by the operation service system;
s2, acquiring actual operation service data of the user through the operation information interaction module based on the execution condition of the service operation and transmitting the actual operation service data to the evaluation analysis subsystem;
s3, in the evaluation analysis subsystem, comparing the actual operation service data with the initial operation and maintenance service standard database, and calculating to obtain an operation and maintenance management evaluation result;
and S4, checking the operation and maintenance management evaluation result and the risk reminding condition through the result display subsystem.
8. The comprehensive evaluation method for highway operation and maintenance management according to claim 7, wherein said step S3 specifically comprises:
based on corresponding indexes in a comprehensive evaluation index system through an evaluation algorithm, according to data dimensions of output evaluation results, reference data, comparison results of current business operation data, corresponding risk lists and index evaluation bases are fused, evaluation calculation is carried out on actual business operation data, and operation and maintenance management evaluation results are obtained;
the comprehensive evaluation index system is an index system which takes reference data and operation and maintenance information generated in the whole process of highway operation and maintenance service as data bases, is established by departments, takes days, months and seasons as evaluation periods, and takes personnel, facility equipment, environment and management as dimensions;
the index evaluation criterion refers to critical probability values of all indexes based on the road operation and maintenance risks and road operation and maintenance regulations.
9. The comprehensive evaluation method for highway operation and maintenance management according to claim 7, wherein said step S3 further comprises comparing and analyzing actual operation service data with the initial operation and maintenance service standard database, risk list and evaluation index judgment basis to obtain user operation compliance and other evaluations and risk early warning, and pushing the evaluation results to the user information interaction module to realize system risk reminding.
10. A computer-readable storage medium, wherein a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the steps of the comprehensive evaluation method for highway operation and maintenance management according to any one of claims 7 to 9 are implemented.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202111300511.1A CN114021971A (en) | 2021-11-04 | 2021-11-04 | Comprehensive evaluation system, method and storage medium for expressway operation and maintenance management |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202111300511.1A CN114021971A (en) | 2021-11-04 | 2021-11-04 | Comprehensive evaluation system, method and storage medium for expressway operation and maintenance management |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN114021971A true CN114021971A (en) | 2022-02-08 |
Family
ID=80061266
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202111300511.1A Pending CN114021971A (en) | 2021-11-04 | 2021-11-04 | Comprehensive evaluation system, method and storage medium for expressway operation and maintenance management |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114021971A (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114677058A (en) * | 2022-05-26 | 2022-06-28 | 中铁电气化勘测设计研究院有限公司 | BIM-based visual big data comprehensive maintenance management system for power supply system |
| CN116187864A (en) * | 2023-04-20 | 2023-05-30 | 北京达净科技有限公司 | Passenger transport service analysis and scheduling method, system and management and control platform |
| CN116342088A (en) * | 2023-03-29 | 2023-06-27 | 中建三局集团有限公司 | Efficient filter replacement strategy method based on intelligent operation and maintenance platform |
| CN117035557A (en) * | 2023-10-08 | 2023-11-10 | 交通运输部公路科学研究所 | Highway infrastructure digital degree evaluation method for business scene |
| CN117035566A (en) * | 2023-10-10 | 2023-11-10 | 民航成都电子技术有限责任公司 | Flight area operation evaluation method, device, equipment and storage medium |
-
2021
- 2021-11-04 CN CN202111300511.1A patent/CN114021971A/en active Pending
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114677058A (en) * | 2022-05-26 | 2022-06-28 | 中铁电气化勘测设计研究院有限公司 | BIM-based visual big data comprehensive maintenance management system for power supply system |
| CN114677058B (en) * | 2022-05-26 | 2022-09-02 | 中铁电气化勘测设计研究院有限公司 | BIM-based visual big data comprehensive maintenance management system for power supply system |
| CN116342088A (en) * | 2023-03-29 | 2023-06-27 | 中建三局集团有限公司 | Efficient filter replacement strategy method based on intelligent operation and maintenance platform |
| CN116342088B (en) * | 2023-03-29 | 2023-10-13 | 中建三局集团有限公司 | Efficient filter replacement strategy method based on intelligent operation and maintenance platform |
| CN116187864A (en) * | 2023-04-20 | 2023-05-30 | 北京达净科技有限公司 | Passenger transport service analysis and scheduling method, system and management and control platform |
| CN117035557A (en) * | 2023-10-08 | 2023-11-10 | 交通运输部公路科学研究所 | Highway infrastructure digital degree evaluation method for business scene |
| CN117035557B (en) * | 2023-10-08 | 2023-12-19 | 交通运输部公路科学研究所 | Highway infrastructure digital degree evaluation method for business scene |
| CN117035566A (en) * | 2023-10-10 | 2023-11-10 | 民航成都电子技术有限责任公司 | Flight area operation evaluation method, device, equipment and storage medium |
| CN117035566B (en) * | 2023-10-10 | 2023-12-22 | 民航成都电子技术有限责任公司 | Flight area operation evaluation method, device, equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN114021971A (en) | Comprehensive evaluation system, method and storage medium for expressway operation and maintenance management | |
| CN105868373B (en) | Method and device for processing key data of power business information system | |
| DE112018004325T5 (en) | SYSTEMS AND METHODS FOR RISK ANALYSIS | |
| CN108197261A (en) | A kind of wisdom traffic operating system | |
| CN107730647A (en) | A kind of smart mobile phone cruising inspection system and its method for inspecting based on SCADA | |
| CN111126751A (en) | Intelligent inspection and safety monitoring early warning system and method based on mobile interconnection | |
| CN114841660A (en) | Enterprise intelligent safety management and control cloud platform based on field information | |
| CN110989042A (en) | Intelligent prediction method for highway fog-clustering risk | |
| WO2023097757A1 (en) | Infectious disease syndromic surveillance and early-warning method and system based on big data | |
| CN110599368A (en) | DBM intelligent building management tool | |
| CN109858807A (en) | A kind of method and system of enterprise operation monitoring | |
| CN113379230A (en) | Inspection regulation and control system and method based on big data | |
| CN111709597B (en) | Power grid production domain operation monitoring system | |
| CN103973902A (en) | Quantizing device and monitoring system and method for business quality of user perception | |
| CN116054416B (en) | Intelligent monitoring operation and maintenance management system based on Internet of things | |
| US20130041712A1 (en) | Emerging risk identification process and tool | |
| CN116485237A (en) | Method, system, equipment and medium for evaluating asset value of power regulation and control data | |
| CN110737697A (en) | Internal control management system of labor arbitration information platform | |
| CN113010624B (en) | Intelligent power distribution inspection system | |
| CN110322218A (en) | Intelligent society insurance business operation and monitoring method and system | |
| CN113361730B (en) | Risk early warning method, device, equipment and medium for maintenance plan | |
| CN113887861A (en) | Power transmission and transformation main equipment quasi-real-time data monitoring system | |
| CN110471381B (en) | Printing and dyeing industry internet platform, equipment and system | |
| CN112396196A (en) | System for realizing intelligent operation and maintenance management aiming at intelligent traffic system | |
| CN113593069A (en) | Intelligent inspection system for mathematics twin |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |