CN114626592B

CN114626592B - Method and device for improving and optimizing power communication network

Info

Publication number: CN114626592B
Application number: CN202210205221.7A
Authority: CN
Inventors: 吕永庆; 陈朱海; 郭仰; 叶俊; 廖家林
Original assignee: Guangdong Planning and Designing Institute of Telecommunications Co Ltd
Current assignee: Guangdong Planning and Designing Institute of Telecommunications Co Ltd
Priority date: 2022-03-02
Filing date: 2022-03-02
Publication date: 2024-11-08
Anticipated expiration: 2042-03-02
Also published as: CN114626592A

Abstract

The invention discloses a method and a device for improving and optimizing an electric power communication network, wherein the method comprises the following steps: network data is collected, the network data is analyzed to obtain a target problem list, an optimization modification list matched with the target problem list is determined according to the target problem list, the optimization modification list is converted into an optimization modification list matched with the work list format according to a predetermined work list format, a target maintenance terminal matched with the optimization modification list is determined, and the optimization modification list is sent to the target maintenance terminal, so that the target maintenance terminal can execute target maintenance operation corresponding to the optimization modification list on the optimization modification list. Therefore, the implementation of the invention can intelligently determine the target problem list by analyzing the network data, and execute corresponding maintenance operation on the problem list, thereby being beneficial to improving the efficiency of optimizing the power communication network and improving the accuracy of solving the problems existing in the power communication network.

Description

Method and device for improving and optimizing power communication network

Technical Field

The present invention relates to the field of communications networks, and in particular, to a method and an apparatus for power communications network promotion optimization.

Background

With the continuous development of network technology, the power communication network has also been developed rapidly. The development speed of the power communication network is improved, meanwhile, the development quality of the power communication network is also emphasized, so that sustainable development is realized, resources can be reasonably configured and used to the maximum extent, and the maximum social benefit and economic benefit are realized. However, the existing communication network construction also has the problems of unreasonable structure, irregular access and the like, so that the overall resource allocation is unreasonable, and a great amount of resource waste is caused.

At present, the optimization method for the power communication network mostly depends on staff to analyze the power communication network, so that problems in the power communication network are found, and the found problems are optimized, so that a great deal of time cost, labor cost and material cost are required to be consumed, and the efficiency of optimizing the power communication network is low. It is seen that it is important to provide a new method for improving and optimizing the power communication network to improve the efficiency of the power communication network.

Disclosure of Invention

The technical problem to be solved by the invention is to provide a method and a device for improving and optimizing an electric power communication network, which can be beneficial to improving the efficiency of optimizing the electric power communication network and the accuracy of solving the problems existing in the electric power communication network.

In order to solve the technical problem, the first aspect of the present invention discloses a method for power communication network promotion optimization, which comprises the following steps:

Collecting network data;

analyzing the network data to obtain a target problem list;

according to the target problem list, determining an optimized correction list matched with the target problem list in a single-phase manner;

according to a predetermined work order format, converting the optimized modification list into an optimized modification list matched with the work order format;

Determining a target maintenance terminal matched with the optimized modification work order, and sending the optimized modification work order to the target maintenance terminal so that the target maintenance terminal executes target maintenance operation corresponding to the optimized modification work order on the optimized modification work order.

As an optional implementation manner, in the first aspect of the present invention, feedback information of the target maintenance terminal is received, and it is determined whether the feedback information indicates that the target maintenance terminal has completed the target maintenance operation;

when the feedback information indicates that the target maintenance terminal has completed the target maintenance operation, modifying the state of the optimizing and modifying work order into a completed maintenance state;

and, the method further comprises:

And determining an optimization modification result corresponding to the optimization modification work order according to the feedback information, and generating a modification evaluation report according to the optimization modification result.

As an optional implementation manner, in the first aspect of the present invention, the analyzing the network data to obtain a target problem sheet includes:

Inputting the network data into a preset index analysis model to obtain an output result of the index analysis model, and generating a target problem list according to the output result; or alternatively

Performing a cleaning operation on the network data to obtain a data cleaning result;

Inputting the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model, and generating a target problem list according to the output result;

And after the cleaning operation is performed on the network data to obtain a data cleaning result, the method further comprises:

Performing data quality analysis operation on the data cleaning result to obtain a data quality analysis result, wherein the data quality analysis operation comprises data integrity analysis operation and/or data validity analysis operation;

Judging whether the data cleaning result meets a preset data condition according to the data quality analysis result, and triggering and executing the step of inputting the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model when judging that the data cleaning result meets the data condition;

Wherein the method further comprises:

And when the data cleaning result is judged not to meet the data condition, generating a data quality problem list according to the quality analysis result.

In a first aspect of the present invention, as an optional implementation manner, the generating the target problem sheet according to the output result includes:

Extracting service data corresponding to the output result from the network data, and configuring the service data to obtain a target service object;

determining a target index description corresponding to the target service object according to the target service object;

and analyzing the target index description to obtain a target theme corresponding to the target index description, and generating a target problem list according to the target theme.

In a first aspect of the present invention, the determining, according to the target service object, a target index description corresponding to the target service object includes:

Analyzing the index name corresponding to the target business object, selecting a target reference model corresponding to the index name from preset reference models, selecting index attributes corresponding to the index name, inputting the index attributes into the target reference model, obtaining an output result of the target reference model, and determining target index description corresponding to the target business object according to the output result of the target reference model.

As an optional implementation manner, in the first aspect of the present invention, before the generating, according to the target theme, the target problem sheet, the method further includes:

judging whether the target theme is an effective theme or not;

and when the target theme is judged to be the effective theme, triggering and executing the step of generating a target problem sheet according to the target theme.

In a first aspect of the present invention, the determining whether the target theme is a valid theme includes:

Judging whether the theme effective conditions corresponding to the target theme are first effective conditions, when judging that the theme effective conditions corresponding to the target theme are the first effective conditions, acquiring all the reference indexes included in the target theme, judging whether all the reference indexes meet preset index conditions, and when judging that all the reference indexes meet the preset index conditions, determining that the target theme is an effective theme; or alternatively

Judging whether the theme validation condition corresponding to the target theme is a second validation condition, acquiring all reference indexes included in the target theme when judging that the theme validation condition corresponding to the target theme is the second validation condition, judging whether at least one reference index meeting the preset index condition exists in all the reference indexes, and determining that the target theme is the validation theme when judging that at least one reference index meeting the preset index condition exists in all the reference indexes.

The second aspect of the present invention discloses a device for power communication network promotion optimization, the device comprising:

The acquisition module is used for acquiring network data;

The performance analysis module is used for analyzing the network data to obtain a target problem list;

the determining module is used for determining an optimized correction bill matched with the target problem single phase according to the target problem bill;

the conversion module is used for converting the optimized modification bill into an optimized modification bill matched with the work bill format according to a predetermined work bill format;

The determining module is further used for determining a target maintenance terminal matched with the optimized rectification work single-phase;

and the sending module is used for sending the optimized modification work order to the target maintenance terminal so that the target maintenance terminal can execute target maintenance operation corresponding to the optimized modification work order on the optimized modification work order.

As an alternative embodiment, in the second aspect of the present invention, the apparatus further includes:

the receiving module is used for receiving the feedback information of the target maintenance terminal;

The judging module is used for judging whether the feedback information indicates that the target maintenance terminal has completed the target maintenance operation;

The modification module is used for modifying the state of the optimized modification work order into a maintenance completed state when the feedback information indicates that the target maintenance terminal has completed the target maintenance operation;

The determining module is further configured to determine an optimized modification result corresponding to the optimized modification work order according to the feedback information, and generate a modification evaluation report according to the optimized modification result.

As an alternative embodiment, in a second aspect of the present invention, the performance analysis module includes:

The data processing sub-module is used for inputting the network data into a preset index analysis model to obtain an output result of the index analysis model; or the method is used for executing cleaning operation on the network data to obtain a data cleaning result, and inputting the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model;

The generation sub-module is used for generating a target problem list according to the output result;

The data processing sub-module is further configured to perform a data quality analysis operation on the data cleaning result after performing the cleaning operation on the network data to obtain a data cleaning result, so as to obtain a data quality analysis result, where the data quality analysis operation includes a data integrity analysis operation and/or a data validity analysis operation; and judging whether the data cleaning result meets a preset data condition according to the data quality analysis result, and triggering the operation of inputting the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model when judging that the data cleaning result meets the data condition;

and, the apparatus further comprises:

And the quality analysis module is also used for generating a data quality problem list according to the quality analysis result when the data cleaning result does not meet the data condition.

As an optional implementation manner, in the second aspect of the present invention, the generating sub-module includes:

the extraction unit is used for extracting service data corresponding to the output result from the network data, and configuring the service data to obtain a target service object;

The determining unit is used for determining target index descriptions corresponding to the target business objects according to the target business objects;

the analysis unit is used for analyzing the target index description to obtain a target theme corresponding to the target index description;

and the generating unit is used for generating a target problem list according to the target theme.

In a second aspect of the present invention, the determining unit determines, according to the target service object, a target index description corresponding to the target service object specifically by:

As an optional implementation manner, in the second aspect of the present invention, the generating sub-module further includes:

The judging unit is used for judging whether the target theme is a bioefficacy theme or not before the generating unit generates the target problem list according to the output result;

and the judging unit is further used for triggering the generating unit to execute the operation of generating the target question list according to the target theme when the target theme is judged to be the effective theme.

In a second aspect of the present invention, the mode of determining whether the target theme is a theme is specifically:

In a third aspect, the present invention discloses another apparatus for power communication network promotion optimization, the apparatus comprising:

a memory storing executable program code;

a processor coupled to the memory;

The processor invokes the executable program code stored in the memory to execute the method for power communication network promotion optimization disclosed in the first aspect of the present invention.

A fourth aspect of the invention discloses a computer-readable medium storing computer instructions that, when invoked, are adapted to perform the method of power communication network promotion optimization disclosed in the first aspect of the invention.

Compared with the prior art, the embodiment of the invention has the following beneficial effects:

In the embodiment of the invention, network data are collected, network data are analyzed to obtain a target problem sheet, an optimized modification sheet matched with the target problem sheet is determined according to the target problem sheet, the optimized modification sheet is converted into an optimized modification sheet matched with the work sheet format according to the work sheet format determined in advance, a target maintenance terminal matched with the optimized modification sheet is determined, and the optimized modification sheet is sent to the target maintenance terminal, so that the target maintenance terminal executes target maintenance operation corresponding to the optimized modification sheet on the optimized modification sheet. Therefore, by implementing the method and the system, the target problem list can be intelligently determined by analyzing the network data, the optimization modification list corresponding to the target problem list is determined, the optimization modification list is converted into the optimization modification list according to the predetermined work list format, and the corresponding target maintenance operation is executed on the optimization modification list, so that the efficiency of optimizing the power communication network can be improved, and the accuracy of solving the problems in the power communication network can be improved.

Drawings

In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

FIG. 1 is a flow chart of a method for power communication network boost optimization as disclosed in an embodiment of the present invention;

FIG. 2 is a flow chart of another method for power communication network boost optimization disclosed in an embodiment of the present invention;

FIG. 3 is a schematic structural diagram of an apparatus for power communication network boost optimization according to an embodiment of the present invention;

FIG. 4 is a schematic structural diagram of another power communication network lifting optimization apparatus according to an embodiment of the present invention;

Fig. 5 is a schematic structural diagram of another device for power communication network promotion optimization according to an embodiment of the present invention.

Detailed Description

In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.

The terms first, second and the like in the description and in the claims and in the above-described figures are used for distinguishing between different objects and not necessarily for describing a sequential or chronological order. Furthermore, the terms "comprise" and "have," as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, apparatus, article, or article that comprises a list of steps or elements is not limited to only those listed but may optionally include other steps or elements not listed or inherent to such process, method, article, or article.

Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment may be included in at least one embodiment of the invention. The appearances of such phrases in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. Those of skill in the art will explicitly and implicitly appreciate that the embodiments described herein may be combined with other embodiments.

The invention discloses a method and a device for improving and optimizing an electric power communication network, which can intelligently determine a target problem list by analyzing network data and execute corresponding maintenance operation on the problem list, thereby being beneficial to improving the efficiency of optimizing the electric power communication network and improving the accuracy of solving the problems in the electric power communication network. The following will describe in detail.

Example 1

Referring to fig. 1, fig. 1 is a flowchart of a method for power communication network promotion optimization according to an embodiment of the present invention. The method for power communication network promotion optimization described in fig. 1 can be applied to a device for power communication network promotion optimization, and also can be applied to a cloud server or a local server based on power communication network promotion optimization, and the embodiment of the invention is not limited. As shown in fig. 1, the method for power communication network boost optimization may include the following operations:

101. Network data is collected.

In the embodiment of the invention, the network data may include one or more of optical cable data, site data, distributing box data, equipment data, integrated power resource data, network management data and service data.

In the embodiment of the present invention, optionally, the manner of collecting the network data may be to collect the network data at fixed time according to a preset time period, or may collect the network data according to a received control instruction for collecting the network data, which is not limited in the embodiment of the present invention. Further optionally, the collecting network data may be one or more of collecting network data in an integrated resource system, collecting network data in an integrated network management system, and collecting network data in a service system.

In an embodiment of the present invention, as an optional implementation manner, the method may further include:

uploading the acquired network data to a preset data sharing platform, and executing data analysis operation on all the acquired network data to obtain a data analysis result.

In this alternative embodiment, the preset data sharing platform may alternatively aggregate all the collected network data. Therefore, the efficiency of the subsequent cleaning operation on the data can be improved, the efficiency of obtaining the target problem list can be further improved, and the efficiency of executing the corresponding target maintenance operation on the optimized correction work list can be improved.

102. And analyzing the network data to obtain the target problem list.

In the embodiment of the invention, optionally, the target problem list is a problem list to be processed, and the target problem list includes text information for describing network faults in the power communication network. Further optionally, the problem sheet may include one or more of a number, a fault type, a device fault type, a faulty device version, and a cause of the fault.

103. And determining an optimized modification list matched with the target problem single phase according to the target problem list.

In the embodiment of the present invention, optionally, the optimizing modification list may include a processing scheme for the fault phenomenon corresponding to the target problem list.

In the embodiment of the present invention, further optionally, the optimizing modification list may include one or more of a diagnosis process of a fault phenomenon corresponding to the target problem list and a diagnosis result of a fault phenomenon corresponding to the target problem list.

104. And converting the optimized modification list into an optimized modification list matched with the work list format according to the predetermined work list format.

In the embodiment of the present invention, optionally, optimizing the modification order may include optimizing all contents or key contents in the modification order, where the key contents may be a processing scheme of a fault phenomenon corresponding to the target problem order.

In the embodiment of the present invention, optionally, according to a predetermined worksheet format, converting the optimized modification sheet into the optimized modification sheet matched with the worksheet format may include:

and carrying out format analysis on the optimized modification list to obtain text information for describing the power communication network faults in the optimized modification list, and converting the text information for describing the power communication network faults in the optimized modification list into a predetermined work list format so as to generate the optimized modification work list. Therefore, the text information used for describing the power communication network faults in the optimized modification list is converted into the predetermined work list format, so that the optimized modification list can be converted into the optimized modification list matched with the work list format, the efficiency and the accuracy of converting the optimized modification list into the optimized modification list matched with the work list format can be improved, and the efficiency and the accuracy of improving the power communication network to improve the optimization can be improved.

In the embodiment of the present invention, further optionally, after converting the optimized modification order into the optimized modification order matched with the work order format, the state of the optimized modification order converted into the optimized modification order matched with the work order format is modified into the state of the optimized modification order. In this way, the state of the optimized modification bill converted into the optimized modification bill matched with the work bill format is modified into the state of the optimized modification bill converted into the optimized modification bill, so that the intelligence of converting the optimized modification bill into the optimized modification bill matched with the work bill format can be improved, and the improvement of the intelligence of improving the optimization of the power communication network can be facilitated.

105. Determining a target maintenance terminal matched with the optimization rectification work order, and sending the optimization rectification work order to the target maintenance terminal so that the target maintenance terminal can execute target maintenance operation corresponding to the optimization rectification work order on the optimization rectification work order.

In the embodiment of the present invention, optionally, one or more target maintenance terminals may be provided, which is not limited in the embodiment of the present invention.

In an alternative embodiment, the method may further include:

And analyzing the correction data included in the optimized correction work order, generating the current situation of the fault phenomenon of the problem order corresponding to the optimized correction work order according to all the correction data, and predicting the development trend of the fault phenomenon of the problem order corresponding to the optimized correction work order.

In this optional embodiment, optionally, the modification data may include a modification object corresponding to an optimized modification work order, and a modification type corresponding to an optimized modification work order, and further optionally, the modification data may further include a modification process corresponding to an optimized modification work order.

In this optional embodiment, optionally, after predicting the development trend of the fault phenomenon of the problem sheet corresponding to the optimized modification sheet, judging whether the development result of the development trend meets a preset alarm condition, and when judging that the development result of the development trend meets the preset alarm condition, optimizing and modifying the optimized modification phenomenon of the optimized modification sheet object according to the optimized modification sheet. Further optionally, when it is determined that the development result of the development trend meets a preset alarm condition, alarm information is sent to the target maintenance terminal, where the alarm information is used to remind maintenance personnel corresponding to the target maintenance terminal to perform optimization and modification on the optimization and modification phenomenon of the optimization and modification work order object. Thus, the intelligent of optimizing the optimizing and rectifying phenomena corresponding to the optimizing and rectifying work orders can be improved by generating the current situation of the fault phenomena of the problem orders corresponding to the rectifying work orders according to the rectifying data and predicting the development trend of the fault phenomena of the problem orders corresponding to the optimizing and rectifying work orders, the intelligent of optimizing the power communication network can be improved, and the accuracy and efficiency of optimizing the power communication network can be improved.

Therefore, implementing the method for improving and optimizing the power communication network described in fig. 1 can collect network data, analyze the network data to obtain a target problem sheet, determine an optimized modification sheet matching the target problem sheet according to the target problem sheet, convert the optimized modification sheet into an optimized modification sheet matching the work sheet format according to a predetermined work sheet format, determine a target maintenance terminal matching the optimized modification sheet, and send the optimized modification sheet to the target maintenance terminal, so that the target maintenance terminal performs a target maintenance operation corresponding to the optimized modification sheet on the optimized modification sheet, can intelligently determine the target problem sheet by analyzing the network data, determine an optimized modification sheet corresponding to the target problem sheet, convert the optimized modification sheet into the optimized modification sheet according to the predetermined work sheet format, and execute a corresponding target maintenance operation on the optimized modification sheet, thereby being beneficial to improving the efficiency of the optimized power communication network and being beneficial to improving the accuracy of the problems existing in the power communication network.

Example two

Referring to fig. 2, fig. 2 is a flowchart illustrating a method for power communication network promotion optimization according to an embodiment of the present invention. The method for power communication network promotion optimization described in fig. 2 may be applied to a device for power communication network promotion optimization, and may also be applied to a cloud server or a local server based on power communication network promotion optimization, which is not limited in the embodiments of the present invention. As shown in fig. 2, the method for power communication network boost optimization may include the following operations:

201. Network data is collected.

202. And analyzing the network data to obtain the target problem list.

203. And determining an optimized modification list matched with the target problem single phase according to the target problem list.

204. And converting the optimized modification list into an optimized modification list matched with the work list format according to the predetermined work list format.

205. Determining a target maintenance terminal matched with the optimization rectification work order, and sending the optimization rectification work order to the target maintenance terminal so that the target maintenance terminal can execute target maintenance operation corresponding to the optimization rectification work order on the optimization rectification work order.

In the embodiment of the present invention, for the detailed description of step 201 to step 205, please refer to the detailed description of step 101 to step 105 in the first embodiment, and the detailed description of the embodiment of the present invention is omitted.

206. And receiving feedback information of the target maintenance terminal, and judging whether the feedback information indicates that the target maintenance terminal has completed target maintenance operation.

In the embodiment of the present invention, optionally, the feedback information of the target maintenance terminal may include a state that the target maintenance terminal completes the target maintenance operation, where the feedback information of the target maintenance terminal may include one or more of a progress of the target maintenance terminal completing the target maintenance operation, a time when the target maintenance terminal receives the optimization rectification work order, and a time when the target maintenance terminal completes the target maintenance operation. Further optionally, the feedback information of the target maintenance terminal may further include one or more of a specific target maintenance operation completed by the target maintenance terminal, a time of the specific target maintenance operation completed by the target maintenance terminal, and a specific target maintenance operation not completed by the target maintenance terminal.

207. When the feedback information indicates that the target maintenance terminal has completed the target maintenance operation, the state of the optimized modification work order is modified to a completed maintenance state.

In an embodiment of the present invention, the method may further include:

and determining an optimized modification result corresponding to the optimized modification work order according to the feedback information, and generating a modification evaluation report according to the optimized modification result.

In the embodiment of the present invention, optionally, the optimized modification result may include one or more of optimizing a state of the modification work order, optimizing a modification progress of the modification work order, workload of the target maintenance terminal, and completion time of the target maintenance terminal to complete the target maintenance operation.

In the embodiment of the invention, optionally, the rectification evaluation report may include one or more of text information of the power communication network fault, text information of the power communication network fault processing, and text information of the power communication network fault processing process. Therefore, by generating the rectification evaluation report, maintenance personnel corresponding to the target maintenance terminal can directly check the fault information existing in the power communication network, so that the readability of the maintenance personnel corresponding to the target maintenance terminal for checking the fault information existing in the power communication network can be improved, and the efficiency of maintaining the fault existing in the power communication network can be improved.

In the embodiment of the invention, optionally, when the feedback information indicates that the target maintenance terminal does not complete the target maintenance operation, the process can be ended, and the predicted time of the target maintenance terminal to complete the target maintenance operation can also be predicted.

In the embodiment of the present invention, further optionally, when the feedback information indicates that the target maintenance terminal does not complete the target maintenance operation, the predicted time when the target maintenance terminal completes the target maintenance operation is predicted, when the real-time reaches the predicted time, the feedback information of the target maintenance terminal is received again, whether the feedback information of the target maintenance terminal received again indicates that the target maintenance terminal has completed the target maintenance operation is judged, and when the feedback information judged again indicates that the target maintenance terminal has completed the target maintenance operation, the flow can be ended; when the feedback information judged again indicates that the target maintenance terminal does not complete the target maintenance operation, reminding information can be sent to the target maintenance center list, and the reminding information is used for reminding maintenance personnel corresponding to the target maintenance terminal to carry out corresponding target maintenance operation. Therefore, the state of the optimizing and modifying work order is modified into the completed maintenance state when the target maintenance terminal completes the target maintenance operation, when the target maintenance terminal does not complete the target maintenance operation, the prediction time of the target maintenance terminal for completing the target maintenance operation is predicted, and whether feedback information is used for indicating that the target maintenance terminal has completed the target maintenance operation is judged again when the real-time reaches the prediction time, if the feedback information is not complete, reminding information is sent to the target maintenance terminal, the intelligent of the target maintenance terminal for completing the corresponding target maintenance operation can be improved, the efficiency of the target maintenance terminal for completing the corresponding target maintenance operation can be improved, and the efficiency of optimizing power communication and improving optimization can be improved.

It can be seen that implementing the method for improving and optimizing an electric power communication network described in fig. 2 can collect network data, analyze the network data to obtain a target problem order, determine an optimized modification order matching the target problem order according to the target problem order, transform the optimized modification order into an optimized modification order matching the work order format according to a predetermined work order format, determine a target maintenance terminal matching the optimized modification order, send the optimized modification order to the target maintenance terminal, so that the target maintenance terminal performs a target maintenance operation corresponding to the optimized modification order on the optimized modification order, and receives feedback information of the target maintenance terminal, determines whether the feedback information indicates that the target maintenance terminal has completed the target maintenance operation, and when the determination result is yes, modifies the state of the optimized modification order into a completed maintenance state, can intelligently determine the target problem order by analyzing the network data, determine the optimized modification order corresponding to the target problem order, transform the optimized modification order into the optimized modification order according to the predetermined work order format, and perform a corresponding target maintenance operation on the optimized modification order, thereby being beneficial to improving the communication efficiency of the electric power communication network.

In an alternative embodiment, analyzing the network data to obtain a target issue ticket includes:

Performing cleaning operation on the network data to obtain a data cleaning result;

And performing a cleaning operation on the network data to obtain a data cleaning result, and the method further comprises:

Judging whether the data cleaning result meets preset data conditions according to the data quality analysis result, and triggering to input the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model when judging that the data cleaning result meets the data conditions;

wherein the method further comprises:

and when the data cleaning result is judged to not meet the data condition, generating a data quality problem list according to the quality analysis result.

In this alternative embodiment, the predetermined index analysis model may alternatively be a model that performs network performance analysis on the input data. Further optionally, the data input to the index analysis model may be one of network data and a data cleaning result.

In this alternative embodiment, optionally, the cleaning operation is performed on the network data, and the data cleaning result may be that the collected network data is cleaned, to remove nonsensical punctuation marks and/or nonsensical characters. Wherein the nonsensical character may be a character of "that", "yes", or the like. The data cleansing result may be a data cleansing result after the nonsensical punctuation marks and/or nonsensical characters included in the network data are removed. Therefore, by executing the cleaning operation on the network data, the efficiency of inputting the data cleaning result into the preset index analysis model to obtain the output result of the index analysis model can be improved, and the efficiency of generating the target problem order according to the output result can be improved.

In this alternative embodiment, optionally, a data quality analysis operation is performed on the data cleaning result to obtain a data quality analysis result, and further optionally, the data quality analysis result may include a data integrity analysis result and/or a data validity analysis result.

Wherein performing a data integrity analysis operation on the data cleansing result may include:

Judging whether the data cleaning result meets the preset data integrity condition, and determining the data integrity analysis result as a data integrity result when judging that the cleaning result meets the preset data integrity condition; when the cleaning result is judged to not meet the preset data integrity condition, determining the data integrity analysis result as a data incompleteness result, analyzing a first reason that the cleaning result does not meet the preset data integrity condition, and collecting first network data according to the first reason, wherein the first network data is network data meeting the first reason.

Wherein performing the data validity analysis operation on the data cleansing result may include:

judging whether the data cleaning result meets the preset data validity condition, and determining the data validity analysis result as a data validity result when judging that the cleaning result meets the preset data validity condition; and when judging that the cleaning result does not meet the preset data validity condition, determining the data validity analysis result as a data invalidation result, analyzing a second reason that the cleaning result does not meet the preset data validity condition, and collecting second network data according to the second reason, wherein the second network data is network data meeting the second reason.

In this alternative embodiment, the data quality problem sheet may optionally include one or more of a data cleansing result that does not satisfy the data condition, and a reason why the data cleansing result does not satisfy the data condition. Further optionally, the data quality problem list is sent to the corresponding target maintenance terminal, so that the corresponding target maintenance terminal

It can be seen that, implementing this alternative embodiment can input network data to a preset index analysis model, obtain an output result of the index analysis model, generate a target problem sheet according to the output result, or perform a cleaning operation on the network data, obtain a data cleaning result, input the data cleaning result to the preset index analysis model, obtain an output result of the index analysis model, generate a target problem sheet according to the output result, and also perform a data quality analysis operation on the data cleaning result, obtain a data quality analysis result, so as to improve the intelligence of obtaining the target problem sheet, thereby being beneficial to improving the efficiency and accuracy of obtaining the target problem sheet, and being beneficial to executing the efficiency and accuracy of the corresponding target maintenance operation.

In another alternative embodiment, generating the target issue ticket based on the output result includes:

determining target index descriptions corresponding to the target business objects according to the target business objects;

analyzing the target index description to obtain a target theme corresponding to the target index description, and generating a target problem list according to the target theme.

In this optional embodiment, optionally, the target problem list is generated according to the target theme, where the number of target problem lists may be one or multiple, and the embodiment of the present invention is not limited.

In this optional embodiment, optionally, service data corresponding to the output result is extracted from the network data, and the service data is configured to obtain the target service object, which may be configured by inputting the service data into a preset service model, where the output result of the preset service model may be the target service object. Further alternatively, the output result of the predetermined business model may be stored in an analysis database for predetermined. Further optionally, through a preset service model, when a corresponding query control instruction is received, attribute information of the service data can be queried.

In this optional embodiment, further optionally, configuring the service data, and obtaining the target service object may include: and extracting target fields which accord with preset configuration conditions in the service data, and combining all the target fields to generate a target service object.

In this optional embodiment, further optionally, when a control instruction for deleting a service model is received, whether the service model is in a used state is judged, and when the service model is judged to be in the used state, deletion of the service model is prohibited; and deleting the service model according to the control instruction for deleting the service model when judging that the service model is in an unused state. Therefore, when a control instruction for deleting the service model is received, whether the service model is in a used state or not is judged, and when the service model is judged to be in an unused state, the service model can be deleted, so that the accuracy of deleting the service model can be improved.

Therefore, implementing the alternative embodiment can extract the service data corresponding to the output result from the network data, configure the service data to obtain the target service object, determine the corresponding target index description according to the target service object, analyze the target index description to obtain the target subject corresponding to the target index description, and generate the target problem order according to the target subject, so that the accuracy of generating the target problem order can be improved, the accuracy of determining the optimized correction order of the target problem single-phase matching can be improved, and the accuracy of corresponding target maintenance operation can be improved.

In yet another optional embodiment, determining, according to the target service object, a target index description corresponding to the target service object includes:

Analyzing the index name corresponding to the target business object, selecting a target reference model corresponding to the index name from preset reference models, selecting index attributes corresponding to the index name, inputting the index attributes into the target reference model to obtain an output result of the target reference model, and determining target index description corresponding to the target business object according to the output result of the target reference model.

In this alternative embodiment, the index name may be manually input, or may be obtained by analyzing the target business object.

In this optional embodiment, optionally, after determining, according to the output result of the target reference model, the target index description corresponding to the target service object, the method may further include: and generating an index information list and/or an index viewing interface according to the target index description. Further alternatively, the index information list may include one or more of index number, index name, index description, and expertise. Further optionally, the index viewing interface may include one or more of an index name, an index specification, a specialty, a reference model, an operator, and an operand.

Therefore, by implementing the optional embodiment, the index name corresponding to the target service object can be analyzed, the target reference model and the index attribute corresponding to the index name are selected, the index attribute is input into the target reference model to obtain an output result, and the target index description corresponding to the target service object is determined according to the output result of the target reference model, so that the accuracy of obtaining the target index description can be improved, the accuracy of obtaining the target subject corresponding to the target index description can be improved, and the accuracy of generating the target problem list according to the target subject can be improved.

In yet another alternative embodiment, before generating the target issue ticket according to the target topic, the method further includes:

Judging whether the target theme is an effective theme or not;

and triggering and executing the step of generating a target question list according to the target theme when the target theme is judged to be the effective theme.

In this alternative embodiment, alternatively, when it is determined that the target topic is an invalid topic, the present flow may be ended.

Therefore, the implementation of the optional embodiment can judge whether the target theme is an effective theme, and when the target theme is judged to be an effective theme, the step of generating the target problem list according to the target theme is triggered to be executed, so that the efficiency of generating the target problem list can be improved, and the accuracy of generating the target problem list can be improved.

In yet another alternative embodiment, determining whether the target theme is a productive theme includes:

Judging whether the theme effective conditions corresponding to the target theme are first effective conditions, when judging that the theme effective conditions corresponding to the target theme are the first effective conditions, acquiring all the reference indexes included in the target theme, judging whether all the reference indexes meet preset index conditions, and when judging that all the reference indexes meet the preset index conditions, determining that the target theme is the effective theme; or alternatively

Judging whether the theme validation condition corresponding to the target theme is a second validation condition, acquiring all the reference indexes included in the target theme when judging that the theme validation condition corresponding to the target theme is the second validation condition, judging whether at least one reference index meeting the preset index condition exists in all the reference indexes, and determining the target theme as the effective theme when judging that at least one reference index meeting the preset index condition exists in all the reference indexes.

In this optional embodiment, further optionally, determining whether the target theme is a validity theme may further include:

Judging whether the theme validation condition corresponding to the target theme is a third validation condition, when judging that the theme validation condition corresponding to the target theme is the third validation condition, acquiring all the reference indexes included in the target theme, judging whether all the reference indexes do not meet the preset index condition, and when judging that all the reference indexes do not meet the preset index condition, determining that the target theme is an invalid theme; or alternatively

Judging whether the theme validation condition corresponding to the target theme is a fourth validation condition, acquiring all the reference indexes included in the target theme when judging that the theme validation condition corresponding to the target theme is the fourth validation condition, judging whether at least one reference index which does not meet the preset index condition exists in all the reference indexes, and determining that the target theme is an invalid theme when judging that at least one reference index which does not meet the preset index condition exists in all the reference indexes.

In this optional embodiment, optionally, the method may further include: when a control instruction for deleting a target theme is received, analyzing whether the target theme is associated with preset index information, and when the target theme is judged not to be associated with the preset index information, executing the operation for deleting the target theme; when judging that the target theme is associated with the preset index information, prohibiting deleting the target theme, and sending reminding information to a terminal sending a control instruction for deleting the target theme, wherein the reminding information is used for reminding the terminal sending the control instruction for deleting the target theme that the target theme is associated with the index information, and the reminding information can be that the target theme is associated with the index information, and deleting the target theme after the corresponding processing is carried out on the index information.

Therefore, by implementing the alternative embodiment, all the reference indexes included in the target theme can be acquired, and when the reference indexes corresponding to the target theme meet the theme validation conditions corresponding to the target theme, the target theme is determined to be an effective theme, so that the accuracy of determining the target theme to be the effective theme can be improved, and the efficiency of determining the target theme to be the effective theme can be improved.

Example III

Referring to fig. 3, fig. 3 is a schematic structural diagram of an apparatus for power communication network promotion optimization according to an embodiment of the present invention. As shown in fig. 3, the apparatus may include:

the acquisition module 301 is configured to acquire network data.

The performance analysis module 302 is configured to analyze the network data to obtain a target problem order.

And the determining module 303 is configured to determine an optimized modification list that matches the target problem single phase according to the target problem single phase.

The conversion module 304 is configured to convert the optimized modification order into an optimized modification order matching the worksheet format according to the predetermined worksheet format.

The determining module 303 is further configured to determine a target maintenance terminal that matches the optimized rectification single-phase.

And the sending module 305 is configured to send the optimized modification work order to the target maintenance terminal, so that the target maintenance terminal performs a target maintenance operation corresponding to the optimized modification work order on the optimized modification work order.

As can be seen, implementing the apparatus described in fig. 3 can collect network data, analyze the network data to obtain a target problem sheet, determine an optimized modification sheet matching the target problem sheet according to the target problem sheet, convert the optimized modification sheet into an optimized modification sheet matching the work sheet format according to a predetermined work sheet format, determine a target maintenance terminal matching the optimized modification sheet, and send the optimized modification sheet to the target maintenance terminal, so that the target maintenance terminal performs a target maintenance operation corresponding to the optimized modification sheet on the optimized modification sheet, can intelligently determine the target problem sheet by analyzing the network data, and perform a corresponding maintenance operation on the problem sheet, thereby being beneficial to improving efficiency of an optimized power communication network and improving accuracy of solving problems existing in the power communication network.

In an alternative embodiment, as shown in FIG. 4, the apparatus further comprises;

a receiving module 306, configured to receive feedback information of the target maintenance terminal;

a judging module 307, configured to judge whether the feedback information indicates that the target maintenance terminal has completed the target maintenance operation;

a modifying module 308, configured to modify the state of the optimized modification work order into a maintenance completed state when the feedback information indicates that the target maintenance terminal has completed the target maintenance operation;

The determining module 303 is further configured to determine an optimized modification result corresponding to the optimized modification work order according to the feedback information, and generate a modification evaluation report according to the optimized modification result.

As can be seen, implementing the apparatus described in fig. 4 can collect network data, analyze the network data to obtain a target problem ticket, determine an optimized modification ticket matching the target problem ticket according to the target problem ticket, convert the optimized modification ticket into an optimized modification ticket matching the job ticket format according to a predetermined job ticket format, determine a target maintenance terminal matching the optimized modification ticket, send the optimized modification ticket to the target maintenance terminal, so that the target maintenance terminal performs a target maintenance operation corresponding to the optimized modification ticket on the optimized modification ticket, and receives feedback information from the target maintenance terminal, determines whether the feedback information indicates that the target maintenance terminal has completed the target maintenance operation, and when the determination result is yes, modifies the state of the optimized modification ticket into a completed maintenance state, intelligently determines the target problem ticket by analyzing the network data, and performs a corresponding maintenance operation on the problem ticket, thereby being capable of facilitating improvement of efficiency of an optimized power communication network and facilitating improvement of accuracy of solving problems existing in the power communication network.

In another alternative embodiment, as shown in FIG. 4, performance analysis module 302 includes:

The data processing sub-module 3021 is configured to input network data to a preset index analysis model, and obtain an output result of the index analysis model; or the method is used for executing cleaning operation on the network data to obtain a data cleaning result, and inputting the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model;

A generating submodule 3022 for generating a target problem order according to the output result;

the data processing sub-module 3021 is further configured to perform a data quality analysis operation on the data cleaning result after performing the cleaning operation on the network data to obtain the data cleaning result, where the data quality analysis operation includes a data integrity analysis operation and/or a data validity analysis operation; and judging whether the data cleaning result meets the preset data condition according to the data quality analysis result, and inputting the data cleaning result into a preset index analysis model to obtain an output result of the index analysis model when the data cleaning result meets the data condition;

And, the apparatus further comprises:

the quality analysis module 309 is further configured to generate a data quality problem sheet according to the quality analysis result when the data cleaning result does not satisfy the data condition.

As can be seen, implementing the apparatus described in fig. 4 can input network data into a preset index analysis model to obtain an output result of the index analysis model, generate a target problem list according to the output result, or perform a cleaning operation on the network data to obtain a data cleaning result, input the data cleaning result into the preset index analysis model to obtain an output result of the index analysis model, generate a target problem list according to the output result, and further perform a data quality analysis operation on the data cleaning result to obtain a data quality analysis result, so as to improve the intelligence of obtaining the target problem list, thereby being beneficial to improving the efficiency and accuracy of obtaining the target problem list, and being beneficial to executing the efficiency and accuracy of the corresponding target maintenance operation.

In yet another alternative embodiment, as shown in FIG. 4, a generating sub-module 3022, includes:

an extracting unit 30221, configured to extract service data corresponding to the output result from the network data, and configure the service data to obtain a target service object;

a determining unit 30222, configured to determine, according to the target service object, a target index description corresponding to the target service object;

The analysis unit 30223 is used for analyzing the target index description to obtain a target subject corresponding to the target index description;

a generating unit 30224, configured to generate a target issue ticket according to the target theme.

Therefore, the device described in fig. 4 can extract service data corresponding to the output result from the network data, configure the service data to obtain a target service object, determine a corresponding target index description according to the target service object, analyze the target index description to obtain a target subject corresponding to the target index description, and generate a target problem sheet according to the target subject, so that the accuracy of generating the target problem sheet can be improved, the accuracy of determining an optimized correction sheet for single-phase matching of the target problem can be improved, and the accuracy of corresponding target maintenance operation can be improved.

In yet another alternative embodiment, as shown in fig. 4, the determining unit 30222 determines, according to the target service object, a target index description corresponding to the target service object specifically as follows:

Therefore, the device described in fig. 4 can analyze the index name corresponding to the target service object, select the target reference model and the index attribute corresponding to the index name, input the index attribute into the target reference model to obtain an output result, and determine the target index description corresponding to the target service object according to the output result of the target reference model, so that the accuracy of obtaining the target index description can be improved, the accuracy of obtaining the target subject corresponding to the target index description can be improved, and the accuracy of generating the target problem order according to the target subject can be improved.

In yet another alternative embodiment, as shown in fig. 4, the generating sub-module 3022 further comprises:

a determining unit 30225, configured to determine whether the target theme is a valid theme before the generating unit 30224 generates the target question sheet according to the output result;

the determining unit 30225 is further configured to trigger the operation performed by the generating unit 30224 to generate the target question ticket according to the target topic when the target topic is determined to be the effective topic.

Therefore, the implementation of the device described in fig. 4 can determine whether the target theme is an effective theme, and trigger to execute the step of generating the target problem order according to the target theme when the target theme is determined to be an effective theme, which can be beneficial to improving the efficiency of generating the target problem order and the accuracy of generating the target problem order.

In yet another alternative embodiment, as shown in fig. 4, the manner in which the determining unit 30225 determines whether the target theme is an efficient theme is specifically:

As can be seen, implementing the apparatus described in fig. 4 can obtain all the reference indexes included in the target topic, and determine the target topic as an effective topic when the reference index corresponding to the target topic meets the topic effective condition corresponding to the target topic according to all the reference indexes and the topic effective condition corresponding to the target topic, which can be beneficial to improving the accuracy of determining the target topic as the effective topic and improving the efficiency of determining the target topic as the effective topic.

Example IV

Referring to fig. 5, fig. 5 is a schematic structural diagram of another device for power communication network promotion optimization according to an embodiment of the present invention. As shown in fig. 5, the apparatus for power communication network boost optimization may include:

a memory 401 storing executable program codes;

a processor 402 coupled with the memory 401;

The processor 402 invokes executable program code stored in the memory 401 to perform the steps in the method for power communication network promotion optimization described in the first or second embodiment of the present invention.

Example five

The embodiment of the invention discloses a computer storage medium which stores computer instructions for executing the steps in the method for power communication network promotion optimization described in the first or second embodiment of the invention when the computer instructions are called.

Example six

An embodiment of the present invention discloses a computer program product comprising a non-transitory computer readable storage medium storing a computer program, and the computer program is operable to cause a computer to perform the steps of the method of power communication network promotion optimization described in embodiment one or embodiment two.

The apparatus embodiments described above are merely illustrative, wherein the modules illustrated as separate components may or may not be physically separate, and the components shown as modules may or may not be physical, i.e., may be located in one place, or may be distributed over a plurality of network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.

From the above detailed description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course by means of hardware. Based on such understanding, the foregoing technical solutions may be embodied essentially or in part in the form of a software product that may be stored in a computer-readable storage medium including Read-Only Memory (ROM), random access Memory (Random Access Memory, RAM), programmable Read-Only Memory (Programmable Read-Only Memory, PROM), erasable programmable Read-Only Memory (Erasable Programmable Read Only Memory, EPROM), one-time programmable Read-Only Memory (OTPROM), electrically erasable programmable Read-Only Memory (EEPROM), compact disc Read-Only Memory (Compact Disc Read-Only Memory, CD-ROM) or other optical disc Memory, magnetic disc Memory, tape Memory, or any other medium that can be used for computer-readable carrying or storing data.

Finally, it should be noted that: the disclosure of the method and the device for improving and optimizing the power communication network in the embodiment of the invention is only a preferred embodiment of the invention, and is only used for illustrating the technical scheme of the invention, but not limiting the technical scheme; although the invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art will understand that; the technical scheme recorded in the various embodiments can be modified or part of technical features in the technical scheme can be replaced equivalently; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.

Claims

1. A method of power communication network boost optimization, the method comprising:

Collecting network data;

analyzing the network data to obtain a target problem list;

Determining a target maintenance terminal matched with the optimized modification work order, and sending the optimized modification work order to the target maintenance terminal so that the target maintenance terminal executes target maintenance operation corresponding to the optimized modification work order on the optimized modification work order;

the analyzing the network data to obtain a target problem sheet comprises the following steps:

Wherein the method further comprises:

when the data cleaning result is judged to not meet the data condition, generating a data quality problem list according to the quality analysis result;

the generating the target problem list according to the output result comprises the following steps:

analyzing the target index description to obtain a target theme corresponding to the target index description, and generating a target problem list according to the target theme;

before the target problem list is generated according to the target theme, the method further comprises:

judging whether the target theme is an effective theme or not;

When the target theme is judged to be the effective theme, triggering and executing the step of generating a target problem sheet according to the target theme;

The determining whether the target theme is an effective theme comprises the following steps:

2. A method of power communication network boost optimization according to claim 1, further comprising:

receiving feedback information of the target maintenance terminal, and judging whether the feedback information indicates that the target maintenance terminal has completed the target maintenance operation;

and, the method further comprises:

3. The method for power communication network promotion optimization of claim 2, wherein determining, according to the target service object, a target index description corresponding to the target service object includes:

4. An apparatus for power communication network boost optimization, the apparatus comprising:

The acquisition module is used for acquiring network data;

The sending module is used for sending the optimized modification work order to the target maintenance terminal so that the target maintenance terminal can execute target maintenance operation corresponding to the optimized modification work order on the optimized modification work order;

the performance analysis module comprises:

and, the apparatus further comprises:

The quality analysis module is also used for generating a data quality problem list according to the quality analysis result when the data cleaning result does not meet the data condition;

the generating sub-module includes:

The generating unit is used for generating a target problem list according to the target theme;

The generating sub-module further includes:

The judging unit is further configured to trigger the generating unit to execute the operation of generating a target question ticket according to the target theme when the target theme is judged to be the effective theme;

the judging unit judges whether the target theme is an effective theme or not specifically comprises the following modes:

5. An apparatus for power communication network boost optimization, the apparatus comprising:

a memory storing executable program code;

a processor coupled to the memory;

the processor invokes the executable program code stored in the memory to perform the method of power communication network promotion optimization of any one of claims 1-3.

6. A computer storage medium storing computer instructions which, when invoked, are adapted to perform the method of power communication network promotion optimization of any one of claims 1-3.