CN117155760B - Comprehensive wiring visual management method, system, equipment and storage medium - Google Patents
Comprehensive wiring visual management method, system, equipment and storage medium Download PDFInfo
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Abstract
The invention relates to the technical field of network wiring engineering, in particular to a comprehensive wiring visual management method, a system, equipment and a storage medium, wherein the comprehensive wiring visual management method comprises the steps of obtaining line two-dimensional code information and obtaining wiring data according to the line two-dimensional code information; acquiring line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and acquiring line fault information; acquiring line fault characteristic data according to the line fault information, and generating a line fault report based on the line fault characteristic data; and carrying out visualization processing on the line fault report and transmitting the line fault report to a management terminal. The comprehensive wiring management method and system have the effects of improving the management efficiency of comprehensive wiring and facilitating management of network comprehensive wiring conditions by management staff.
Description
Technical Field
The invention relates to the technical field of network wiring engineering, in particular to a comprehensive wiring visual management method, a system, equipment and a storage medium.
Background
With the rapid development of technology, the development of wiring engineering has been increasingly expanded, the performance of transmission media is continuously improved, the wiring scale is also increasingly huge, but the management of network wiring is often ignored.
The network users change rapidly nowadays, so the network users can change and adjust at any time according to different demands of the users, the demands of management staff are more and more strict and severe, the management staff need to clearly know the corresponding relation between the information points of the working area and the ports of the distribution frame and can jump in time, however, the management staff maintain the updating of the wiring structure by means of the traditional completion drawing and the drawing which is continuously modified manually, the updating is relatively difficult, and the efficiency is not improved, so a certain improvement space exists.
Disclosure of Invention
In order to improve the management efficiency of comprehensive wiring and facilitate management personnel to manage network comprehensive wiring conditions, the application provides a comprehensive wiring visual management method, a system, equipment and a storage medium.
The first object of the present invention is achieved by the following technical solutions:
a comprehensive wiring visualization management method, the comprehensive wiring visualization management method comprising the steps of:
acquiring line two-dimensional code information, and acquiring wiring data according to the line two-dimensional code information;
acquiring line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and acquiring line fault information;
acquiring line fault characteristic data according to the line fault information, and generating a line fault report based on the line fault characteristic data;
and carrying out visualization processing on the line fault report and transmitting the line fault report to a management terminal.
By adopting the technical scheme, in the process of managing the network lines, each network line is configured with a corresponding two-dimensional code, a manager can scan the corresponding two-dimensional code to acquire line two-dimensional code information, wiring data of the network line is extracted from the acquired line two-dimensional code information, the wiring data refers to arrangement information of the network line, the acquired wiring data is screened, line abnormal data of the network line are screened out, the line abnormal data refer to abnormal data in the wiring data, the acquired line abnormal data are input into a preset line fault database, the line abnormal data are subjected to matching analysis by utilizing the line fault database, the line fault information is determined, the line fault information refers to specific conditions of faults of the network line, the line fault information is subjected to characteristic extraction to obtain line fault characteristic data, the line fault characteristic data refer to detailed conditions of the line faults, such as information of line fault types, positions, severity and the like, the corresponding line fault report is generated according to the line fault characteristic data, and the line fault report is simultaneously subjected to visual processing, and is transmitted to a management terminal, if the line abnormal data refer to the line fault characteristic data are input into the preset line fault data, the network fault condition database is matched with the line fault condition data, the line fault condition is detected by the manager, the comprehensive fault condition is comprehensively, the line fault condition is detected by the manager is better, and the comprehensive line fault condition is better through the comprehensive network line fault condition, the comprehensive fault condition is better through the comprehensive network management measures, and the comprehensive line fault condition is better, and the management personnel can manage the comprehensive wiring condition of the network conveniently.
The present application may be further configured in a preferred example to: before the line two-dimensional code information is acquired and the wiring data is acquired according to the line two-dimensional code information, the comprehensive wiring visual management method further comprises the following steps:
acquiring wiring line data, and acquiring wiring line characteristics based on the wiring line data;
and carrying out data processing on the wiring line characteristics to generate two-dimension code encoded data, and generating line two-dimension code information according to the two-dimension code encoded data.
Through adopting the technical scheme, through obtaining wiring line data, wiring line data refers to the specific line condition of comprehensive wiring of network lines, can be obtained through a planning book or a design book of comprehensive wiring engineering, the characteristic extraction is carried out on the obtained wiring line data, wiring line characteristics are extracted, wiring line characteristics refer to line characteristic information in comprehensive wiring, such as characteristic information of connection relations, connection nodes and the like among lines, the obtained wiring line characteristics are subjected to data conversion processing, are converted into a data format suitable for encoding with two-dimension codes, two-dimension code encoding data are generated, a preset two-dimension code generation library is utilized, corresponding line two-dimension code information is generated, and management staff can conveniently obtain the line information of the comprehensive wiring according to the line two-dimension codes.
The present application may be further configured in a preferred example to: before the line abnormal data is input into the preset line fault database and the line fault information is acquired, the comprehensive wiring visual management method further comprises the following steps:
acquiring comprehensive wiring historical ledger data and wiring environment data, and acquiring a historical fault data set based on the comprehensive wiring historical ledger data;
and constructing a preliminary line fault database based on the historical fault data set, taking the wiring environment data as training data, and performing learning training on the preliminary line fault database to obtain the line fault database.
Through adopting above-mentioned technical scheme, through carrying out data analysis to comprehensive wiring history ledger data, the historical fault information that appears in the comprehensive wiring of net twine, the historical fault information that appears is put in order and forms historical trouble data set, with historical trouble data set data basis, construct preliminary circuit fault database, simultaneously, will acquire wiring environment data as training data, train preliminary circuit fault database, form required circuit fault database, make in the circuit anomaly analysis process to comprehensive wiring, can take into account comprehensive wiring's environmental factor, improve comprehensive wiring circuit fault analysis result's accuracy, thereby the management personnel of being convenient for carries out health management to the comprehensive wiring of net twine.
The present application may be further configured in a preferred example to: the step of obtaining the line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and obtaining line fault information, specifically comprising:
performing data preprocessing on the wiring data to obtain processed wiring data, extracting jump data based on the processed wiring data, and arranging the jump data to form line abnormal data;
and the line fault database performs screening analysis on the line abnormal data to obtain a line fault data set of comprehensive wiring, and obtains line fault information based on the line fault data set.
By adopting the technical scheme, the uncorrelated data is removed by carrying out data preprocessing on the wiring data, the accuracy of fault analysis on the wiring data is improved, after the uncorrelated data is screened out, the wiring data is subjected to denoising processing again, stable data in the wiring data are rapidly processed, jump data are extracted, the starting time information and the ending time information of the jump data are acquired, all the jump data are arranged to form line abnormal data, the line abnormal data are input into a line fault database, the line abnormal data are screened, analyzed and judged, finally, a line fault data set of comprehensive wiring is confirmed to be obtained, and the line fault information of the comprehensive wiring is conveniently judged through the line fault data set.
The present application may be further configured in a preferred example to: after the line fault feature data is obtained according to the line fault information and the line fault report is generated based on the line fault feature data, the comprehensive wiring visualization management method further comprises:
inputting the line fault characteristic data into a trained line health prediction model, obtaining line health data, and constructing a line service curve based on the line health data;
and analyzing the working state of the line of the comprehensive wiring based on the line service curve, and making a line maintenance plan based on the working state of the line.
By adopting the technical scheme, the line health prediction model is utilized to analyze the line fault characteristic data to obtain the line health data of the comprehensive wiring, the line service curve of the comprehensive wiring is constructed by utilizing the line health data, the line working state of the comprehensive wiring can be analyzed by the line service curve, and a manager can formulate a corresponding line maintenance plan according to the line working state, so that the line management efficiency of the comprehensive wiring is improved.
The present application may be further configured in a preferred example to: inputting the line fault characteristic data into a trained line health prediction model, obtaining line health data, and constructing a line service curve based on the line health data, wherein the method specifically comprises the following steps of:
acquiring line life calculation data according to the line health prediction model, and taking the line life calculation data as line health data;
and obtaining line fault prediction data according to the line health data, and constructing a line service curve based on the line fault prediction data.
By adopting the technical scheme, the service condition of each line in the comprehensive wiring is different, the service life of the line is different, after the line fault characteristic data is input into the line health prediction model, the line health prediction model outputs line life calculation data according to the line fault characteristic data, the line life calculation data refer to the line service life information of the comprehensive wiring, the line service life condition of the comprehensive wiring is analyzed, the line fault prediction data is obtained according to the line health data, fitting is carried out according to the line fault prediction data, a line service curve is obtained, fatigue use simulation can be carried out on the line of the comprehensive wiring, the life cycle condition of the line is analyzed, and then the line fault prediction function of the comprehensive wiring can be realized.
The second object of the present invention is achieved by the following technical solutions:
an integrated wiring visualization management system, the integrated wiring visualization management system comprising:
the wiring data acquisition module is used for acquiring the two-dimensional code information of the circuit and acquiring wiring data according to the two-dimensional code information of the circuit;
the circuit fault information acquisition module is used for acquiring circuit abnormal data based on the wiring data, inputting the circuit abnormal data into a preset circuit fault database and acquiring circuit fault information;
the line fault report generation module is used for acquiring line fault characteristic data according to the line fault information and generating a line fault report based on the line fault characteristic data;
and the report visualization module is used for carrying out visualization processing on the line fault report and transmitting the line fault report to the management terminal.
By adopting the technical scheme, in the process of managing the network lines, each network line is configured with a corresponding two-dimensional code, a manager can scan the corresponding two-dimensional code to acquire line two-dimensional code information, wiring data of the network line is extracted from the acquired line two-dimensional code information, the wiring data refers to arrangement information of the network line, the acquired wiring data is screened, line abnormal data of the network line are screened out, the line abnormal data refer to abnormal data in the wiring data, the acquired line abnormal data are input into a preset line fault database, the line abnormal data are subjected to matching analysis by utilizing the line fault database, the line fault information is determined, the line fault information refers to specific conditions of faults of the network line, the line fault information is subjected to characteristic extraction to obtain line fault characteristic data, the line fault characteristic data refer to detailed conditions of the line faults, such as information of line fault types, positions, severity and the like, the corresponding line fault report is generated according to the line fault characteristic data, and the line fault report is simultaneously subjected to visual processing, and is transmitted to a management terminal, if the line abnormal data refer to the line fault characteristic data are input into the preset line fault data, the network fault condition database is matched with the line fault condition data, the line fault condition is detected by the manager, the comprehensive fault condition is comprehensively, the line fault condition is detected by the manager is better, and the comprehensive line fault condition is better through the comprehensive network line fault condition, the comprehensive fault condition is better through the comprehensive network management measures, and the comprehensive line fault condition is better, and the management personnel can manage the comprehensive wiring condition of the network conveniently.
The third object of the present application is achieved by the following technical solutions:
a computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, the processor implementing the steps of the integrated wiring visualization management method described above when the computer program is executed.
The fourth object of the present application is achieved by the following technical solutions:
a computer-readable storage medium storing a computer program which, when executed by a processor, implements the steps of the integrated wiring visualization management method described above.
In summary, the present application includes at least one of the following beneficial technical effects:
1. in the process of managing network lines, each network line is configured with a corresponding two-dimensional code, a manager can scan the corresponding two-dimensional code to acquire line two-dimensional code information, wiring data of the network line is extracted from the acquired line two-dimensional code information, wiring data refers to arrangement information of the network line, the acquired wiring data is screened, line abnormal data of the network line are screened out, the line abnormal data refer to abnormal data in the wiring data, the acquired line abnormal data are input into a preset line fault database, the line fault database is utilized for carrying out matching analysis on the line abnormal data, line fault information is determined, the line fault information refers to specific conditions of faults of the network line, characteristic extraction is carried out on the line fault information, the line fault characteristic data are obtained, the line fault characteristic data refer to detailed conditions of line faults, such as information of line fault types, positions, severity and the like, the corresponding line fault reports are generated according to the line fault characteristic data, meanwhile, visual processing is carried out on the line fault reports, the line fault reports are transmitted to a management terminal, if a network fault characteristic data is obtained, a wiring map of the network fault line is matched with the wiring fault characteristic data is input into a preset line fault database, line fault information is determined, line fault management conditions are determined by the manager, and the line fault management information is visually and the network fault management line is comprehensively managed by the manager is convenient to take a comprehensive management condition of the network, and the network management line is convenient to comprehensively and has a comprehensive management condition;
2. the wiring line data are obtained through a planning book or a design book of comprehensive wiring engineering, the obtained wiring line data are subjected to feature extraction, wiring line features are extracted, the wiring line features are line feature information in comprehensive wiring, such as connection relation among lines, connection nodes and other feature information, the obtained wiring line features are subjected to data conversion processing and are converted into a data format suitable for two-dimension code coding, two-dimension code coding data are generated, a preset two-dimension code generation library is utilized, corresponding line two-dimension codes are generated, and management staff can conveniently obtain the line information of the comprehensive wiring according to the line two-dimension codes;
3. analyzing historical fault information which appears in the comprehensive wiring of the network line through data analysis on the comprehensive wiring historical ledger data, arranging the historical fault information to form a historical fault data set, constructing a preliminary line fault database by taking the historical fault data set as a data base, and simultaneously training the preliminary line fault database by taking the acquired wiring environment data as training data to form a required line fault database, so that environmental factors of the comprehensive wiring can be taken into consideration in the process of analyzing the line abnormality of the comprehensive wiring, the accuracy of the comprehensive wiring line fault analysis result is improved, and the management personnel can manage the comprehensive wiring of the network line healthily;
4. the method comprises the steps of carrying out data preprocessing on wiring data, removing irrelevant data, improving the accuracy of fault analysis on the wiring data, carrying out denoising processing on the wiring data after screening out the irrelevant data, rapidly processing stable data in the wiring data, extracting jump data, obtaining start time information and end time information of the jump data, arranging all the jump data to form line abnormal data, inputting the line abnormal data into a line fault database, carrying out screening analysis and judgment on the line abnormal data, and finally confirming to obtain a line fault data set of comprehensive wiring, wherein the line fault data set is convenient for judging line fault information of the comprehensive wiring.
Drawings
FIG. 1 is a flow chart of a method for integrated cabling visualization management in accordance with one embodiment of the present application;
FIG. 2 is a flowchart of an implementation before step S10 in an integrated wiring visualization management method according to an embodiment of the present application;
FIG. 3 is a flowchart of an implementation before step S20 in an integrated wiring visualization management method according to an embodiment of the present application;
FIG. 4 is a flowchart showing an implementation of step S20 in an integrated wiring visualization management method according to an embodiment of the present application;
FIG. 5 is a flow chart of another implementation of a method for integrated cabling visualization management in accordance with an embodiment of the present application;
FIG. 6 is a flowchart showing an implementation of step S301 in an integrated wiring visualization management method according to an embodiment of the present application;
FIG. 7 is a schematic block diagram of an integrated wiring visualization management system in accordance with an embodiment of the present application;
FIG. 8 is a schematic diagram of a computer device in an embodiment of the present application.
Detailed Description
The present application is described in further detail below with reference to the accompanying drawings.
In an embodiment, as shown in fig. 1, the application discloses a comprehensive wiring visual management method, which specifically includes the following steps:
s10: and acquiring line two-dimensional code information, and acquiring wiring data according to the line two-dimensional code information.
In this embodiment, the two-dimensional code information refers to a two-dimensional code corresponding to each line in the integrated wiring, and the wiring data refers to arrangement information of the integrated wiring of the network line.
Specifically, each network line is configured with a corresponding two-dimensional code, and a manager can scan the corresponding two-dimensional code to obtain the arrangement information of the comprehensive wiring of the corresponding network line.
S20: and acquiring line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and acquiring line fault information.
In this embodiment, the line anomaly data refers to anomaly data in the wiring data, and the line fault information refers to a specific case where a network line fails.
Specifically, the obtained wiring data is screened, abnormal data in the wiring data of the network line are screened out from the obtained wiring data, the obtained line abnormal data are input into a preset line fault database, and the line fault database is utilized for carrying out matching analysis on the line abnormal data, so that the specific condition of the network line fault is determined.
S30: and acquiring line fault characteristic data according to the line fault information, and generating a line fault report based on the line fault characteristic data.
In this embodiment, the line fault characteristic data refers to details of the line fault, such as information of the line fault type, location, severity, etc.
Specifically, the line fault information is subjected to feature extraction to obtain the detailed information of the line fault, such as the information of the type, the position, the severity and the like of the line fault, and a corresponding line fault report is generated according to the line fault feature data.
S40: and carrying out visualization processing on the line fault report and transmitting the line fault report to a management terminal.
Specifically, the line fault report is subjected to visualization processing and transmitted to the management terminal, for example, a wiring model of the network line is mapped and identified according to line fault characteristic data, so that a manager can intuitively know the wiring condition of the network line.
In this embodiment, in the process of managing network lines, each network line is configured with a corresponding two-dimensional code, a manager can scan the corresponding two-dimensional code to obtain line two-dimensional code information, wiring data of the network line is extracted from the obtained line two-dimensional code information, the wiring data refers to arrangement information of the network line, the obtained wiring data is screened, line abnormal data of the network line is screened out, the line abnormal data refers to abnormal data in the wiring data, the obtained line abnormal data is input into a preset line fault database, the line fault data is subjected to matching analysis by using the line fault database to determine line fault information, the line fault information refers to specific conditions of faults of the network line, the line fault information is subjected to feature extraction to obtain line fault feature data, the line fault feature data refers to detailed conditions of line faults, such as information of line fault types, positions, severity and the like, a corresponding line fault report is generated according to the line fault feature data, meanwhile, the line fault report is visually processed, the line fault report is transmitted to a management terminal, if the network fault feature data is obtained, the network line fault line is comprehensively managed according to a corresponding network fault feature data, the network line fault management model is conveniently obtained by the manager, and the comprehensive management personnel can conveniently and comprehensively acquire the network fault management conditions of the network line through the network, and comprehensively manage the network line by comprehensively.
In an embodiment, as shown in fig. 2, before step S10, that is, before the line two-dimensional code information is acquired, the integrated wiring visualization management method further includes:
s101: and acquiring wiring line data, and acquiring wiring line characteristics based on the wiring line data.
S102: and carrying out data processing on the wiring line characteristics to generate two-dimension code encoded data, and generating line two-dimension code information according to the two-dimension code encoded data.
In the present embodiment, the wiring line data refers to the line specific condition of the integrated wiring of the network line, and the wiring line feature refers to the line feature information in the integrated wiring.
Specifically, the specific condition of the comprehensive wiring of the network line is obtained through a planning book or a design book of the comprehensive wiring engineering, the characteristic extraction is carried out on the obtained wiring line data, the wiring line characteristics are extracted, such as the connection relation among the lines, the characteristic information of connection nodes and the like, the obtained wiring line characteristics are subjected to data conversion processing and are converted into a data format suitable for encoding with the two-dimension code, two-dimension code encoding data are formed, and then the two-dimension code generating library is utilized to generate corresponding line two-dimension code information, so that each line of the comprehensive wiring has a corresponding two-dimension code.
In one embodiment, as shown in fig. 3, before step S20, that is, before inputting the line anomaly data into a preset line fault database to obtain line fault information, the integrated wiring visual management method further includes:
s201: and acquiring comprehensive wiring historical ledger data and wiring environment data, and acquiring a historical fault data set based on the comprehensive wiring historical ledger data.
S202: and constructing a preliminary line fault database based on the historical fault data set, taking the wiring environment data as training data, and performing learning training on the preliminary line fault database to obtain the line fault database.
In this embodiment, the comprehensive wiring history ledger data refers to history record data of comprehensive wiring, such as historical fault, fault type, which line has fault, and the like, and the wiring environment data refers to external environment data of the network line, specifically refers to temperature, humidity, and other data in a machine room.
Specifically, the comprehensive wiring historical account data is subjected to data analysis, historical fault information which appears in comprehensive wiring of the network line is analyzed, the historical fault information which appears is arranged to form a historical fault data set, the historical fault data set is used as a data base to construct a preliminary line fault database, meanwhile, the obtained wiring environment data is used as training data to train the preliminary line fault database to form a required line fault database, so that environmental factors of the comprehensive wiring can be taken into consideration in the process of line anomaly analysis of the comprehensive wiring, the accuracy of a comprehensive wiring line fault analysis result is improved, and management personnel can manage the comprehensive wiring of the network line healthily conveniently.
In one embodiment, as shown in fig. 4, in step S20, line anomaly data is acquired based on the wiring data, the line anomaly data is input into a preset line fault database, and line fault information is acquired, which specifically includes:
s21: and carrying out data preprocessing on the wiring data to obtain processed wiring data, extracting jump data based on the processed wiring data, and arranging the jump data to form line abnormal data.
In this embodiment, the data preprocessing refers to filtering denoising processing.
Specifically, filtering processing is carried out on the wiring data, irrelevant data in the wiring data is removed, accuracy of fault analysis of the wiring data is improved, denoising processing is carried out on the wiring data again, stable data in the wiring data are rapidly processed, jump data are conveniently and rapidly extracted, starting time information and ending time information of the jump data are recorded, and all the jump data are arranged to form line abnormal data.
S22: and the line fault database performs screening analysis on the line abnormal data to obtain a line fault data set of comprehensive wiring, and obtains line fault information based on the line fault data set.
Specifically, the line abnormal data is input into a line fault database, screening, analysis and judgment are carried out on the line abnormal data, and finally, a line fault data set of the comprehensive wiring is confirmed to be obtained, and the line fault information of the comprehensive wiring is conveniently judged through the line fault data set.
In one embodiment, as shown in fig. 5, after step S30, that is, after obtaining line fault feature data according to the line fault information, generating a line fault report based on the line fault feature data, the integrated wiring visualization management method further includes:
s301: and inputting the line fault characteristic data into a trained line health prediction model, obtaining line health data, and constructing a line service curve based on the line health data.
S302: and analyzing the working state of the line of the comprehensive wiring based on the line service curve, and making a line maintenance plan based on the working state of the line.
In this embodiment, the line health prediction model refers to a model for predicting and analyzing the line health of the integrated wiring, and the line service curve refers to a line usable life curve.
Specifically, the line health prediction model predicts and analyzes the line health degree of the comprehensive wiring according to the line fault characteristic data by inputting the line fault characteristic data into the line health prediction model, and a line usable life curve is constructed by utilizing the line health data, so that the prediction of the usable life condition of the line of the comprehensive wiring is facilitated, and a manager can formulate a corresponding line maintenance plan according to the working state of the line, thereby improving the management efficiency of the line of the comprehensive wiring.
In one embodiment, as shown in fig. 6, in step S301, the line fault feature data is input into a trained line health prediction model to obtain line health data, and a line service curve is constructed based on the line health data, which specifically includes:
s3011: and obtaining line life calculation data according to the line health prediction model, and taking the line life calculation data as line health data.
S3012: and obtaining line fault prediction data according to the line health data, and constructing a line service curve based on the line fault prediction data.
In this embodiment, the line life calculation data refers to the line usable life information of the integrated wiring.
Specifically, the service life of each line in the comprehensive wiring is different, after the line fault characteristic data are input into the line health prediction model, the line health prediction model outputs line life calculation data according to the line fault characteristic data, the line service life cycle condition of the comprehensive wiring is analyzed, line fault prediction data are obtained according to the line health data, fitting is performed according to the line fault prediction data, a line service curve is obtained, fatigue use simulation can be performed on the line of the comprehensive wiring, the life cycle condition of the line is analyzed, and then the line fault prediction function of the comprehensive wiring can be realized.
It should be understood that the sequence number of each step in the foregoing embodiment does not mean that the execution sequence of each process should be determined by the function and the internal logic of each process, and should not limit the implementation process of the embodiment of the present application in any way.
In one embodiment, an integrated wiring visual management system is provided, and the integrated wiring visual management system corresponds to the integrated wiring visual management method in the embodiment one by one. As shown in fig. 7, the integrated wiring visualization management system includes a wiring data acquisition module, a line fault information acquisition module, a line fault report generation module, and a report visualization module. The functional modules are described in detail as follows:
the wiring data acquisition module is used for acquiring the two-dimensional code information of the circuit and acquiring wiring data according to the two-dimensional code information of the circuit;
the circuit fault information acquisition module is used for acquiring circuit abnormal data based on the wiring data, inputting the circuit abnormal data into a preset circuit fault database and acquiring circuit fault information;
the line fault report generation module is used for acquiring line fault characteristic data according to the line fault information and generating a line fault report based on the line fault characteristic data;
and the report visualization module is used for carrying out visualization processing on the line fault report and transmitting the line fault report to the management terminal.
Optionally, the integrated wiring visual management system further includes:
the historical fault data acquisition module is used for acquiring comprehensive wiring historical ledger data and wiring environment data and acquiring a historical fault data set based on the comprehensive wiring historical ledger data;
the line fault database construction module is used for constructing a preliminary line fault database based on the historical fault data set, taking the wiring environment data as training data, and carrying out learning training on the preliminary line fault database to obtain the line fault database.
The specific limitation regarding the integrated wiring visualization management device may be referred to the limitation regarding the integrated wiring visualization management method hereinabove, and will not be described herein. The modules in the integrated wiring visual management device can be all or partially realized by software, hardware and a combination thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.
In one embodiment, a computer device is provided, which may be a server, and the internal structure of which may be as shown in fig. 8. The computer device includes a processor, a memory, a network interface, and a database connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is used for storing line data in the line management process of the comprehensive wiring. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program, when executed by a processor, implements a comprehensive cabling visualization management method.
In one embodiment, a computer device is provided comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, the processor implementing the steps of when executing the computer program:
acquiring line two-dimensional code information, and acquiring wiring data according to the line two-dimensional code information;
acquiring line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and acquiring line fault information;
acquiring line fault characteristic data according to the line fault information, and generating a line fault report based on the line fault characteristic data;
and carrying out visualization processing on the line fault report and transmitting the line fault report to a management terminal.
In one embodiment, a computer readable storage medium is provided having a computer program stored thereon, which when executed by a processor, performs the steps of:
acquiring line two-dimensional code information, and acquiring wiring data according to the line two-dimensional code information;
acquiring line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and acquiring line fault information;
acquiring line fault characteristic data according to the line fault information, and generating a line fault report based on the line fault characteristic data;
and carrying out visualization processing on the line fault report and transmitting the line fault report to a management terminal.
Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in the various embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), memory bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
It will be apparent to those skilled in the art that, for convenience and brevity of description, only the above-described division of the functional units and modules is illustrated, and in practical application, the above-described functional distribution may be performed by different functional units and modules according to needs, i.e. the internal structure of the apparatus is divided into different functional units or modules to perform all or part of the above-described functions.
The above embodiments are only for illustrating the technical solution of the present application, and are not limiting; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application, and are intended to be included in the scope of the present application.
Claims (10)
1. The comprehensive wiring visual management method is characterized by comprising the following steps of:
acquiring line two-dimensional code information, and acquiring wiring data according to the line two-dimensional code information;
acquiring line abnormal data based on the wiring data, inputting the line abnormal data into a preset line fault database, and acquiring line fault information;
acquiring line fault characteristic data according to the line fault information, and generating a line fault report based on the line fault characteristic data;
and carrying out visualization processing on the line fault report and transmitting the line fault report to a management terminal.
2. The comprehensive wiring visualization management method according to claim 1, wherein before the obtaining the line two-dimensional code information and obtaining the wiring data according to the line two-dimensional code information, the comprehensive wiring visualization management method further comprises:
acquiring wiring line data, and acquiring wiring line characteristics based on the wiring line data;
and carrying out data processing on the wiring line characteristics to generate two-dimension code encoded data, and generating line two-dimension code information according to the two-dimension code encoded data.
3. The integrated wiring visualization management method according to claim 1, wherein before the line abnormality data is input into a preset line fault database to obtain line fault information, the integrated wiring visualization management method further comprises:
acquiring comprehensive wiring historical ledger data and wiring environment data, and acquiring a historical fault data set based on the comprehensive wiring historical ledger data;
and constructing a preliminary line fault database based on the historical fault data set, taking the wiring environment data as training data, and performing learning training on the preliminary line fault database to obtain the line fault database.
4. The method for visual management of integrated wiring according to claim 1, wherein the obtaining the line abnormality data based on the wiring data, inputting the line abnormality data into a preset line fault database, and obtaining the line fault information, specifically includes:
performing data preprocessing on the wiring data to obtain processed wiring data, extracting jump data based on the processed wiring data, and arranging the jump data to form line abnormal data;
and the line fault database performs screening analysis on the line abnormal data to obtain a line fault data set of comprehensive wiring, and obtains line fault information based on the line fault data set.
5. The integrated wiring visualization management method according to claim 1, wherein after the line fault signature data is obtained from the line fault information and a line fault report is generated based on the line fault signature data, the integrated wiring visualization management method further comprises:
inputting the line fault characteristic data into a trained line health prediction model, obtaining line health data, and constructing a line service curve based on the line health data;
and analyzing the working state of the line of the comprehensive wiring based on the line service curve, and making a line maintenance plan based on the working state of the line.
6. The method for visual management of integrated wiring according to claim 5, wherein the step of inputting the line fault feature data into a trained line health prediction model to obtain line health data, and constructing a line service curve based on the line health data specifically comprises:
acquiring line life calculation data according to the line health prediction model, and taking the line life calculation data as line health data;
and obtaining line fault prediction data according to the line health data, and constructing a line service curve based on the line fault prediction data.
7. An integrated wiring visualization management system, the integrated wiring visualization management system comprising:
the wiring data acquisition module is used for acquiring the two-dimensional code information of the circuit and acquiring wiring data according to the two-dimensional code information of the circuit;
the circuit fault information acquisition module is used for acquiring circuit abnormal data based on the wiring data, inputting the circuit abnormal data into a preset circuit fault database and acquiring circuit fault information;
the line fault report generation module is used for acquiring line fault characteristic data according to the line fault information and generating a line fault report based on the line fault characteristic data;
and the report visualization module is used for carrying out visualization processing on the line fault report and transmitting the line fault report to the management terminal.
8. The integrated wiring visualization management system of claim 7, further comprising:
the historical fault data acquisition module is used for acquiring comprehensive wiring historical ledger data and wiring environment data and acquiring a historical fault data set based on the comprehensive wiring historical ledger data;
the line fault database construction module is used for constructing a preliminary line fault database based on the historical fault data set, taking the wiring environment data as training data, and carrying out learning training on the preliminary line fault database to obtain the line fault database.
9. A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that the processor implements the steps of a comprehensive cabling visualization management method according to any of claims 1-6 when the computer program is executed by the processor.
10. A computer-readable storage medium storing a computer program, wherein the computer program when executed by a processor implements the steps of an integrated wiring visualization management method according to any one of claims 1 to 6.
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| CN103996014A (en) * | 2014-06-13 | 2014-08-20 | 国家电网公司 | Operation and maintenance method and system for cables in comprehensive wiring process |
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