CN115797106A

CN115797106A - Distribution network infrastructure scheme automatic generation method, device, equipment and readable storage medium

Info

Publication number: CN115797106A
Application number: CN202310064345.2A
Authority: CN
Inventors: 杜礼锋; 王曦; 姜绍艳; 林肇熙; 郑嘉欣; 蔡春元; 李俊辉; 刘思麟; 阮家滨
Original assignee: Zhongshan Power Supply Bureau of Guangdong Power Grid Co Ltd
Current assignee: Zhongshan Power Supply Bureau of Guangdong Power Grid Co Ltd
Priority date: 2023-02-06
Filing date: 2023-02-06
Publication date: 2023-03-14
Anticipated expiration: 2043-02-06
Also published as: CN115797106B

Abstract

The application provides a distribution network infrastructure scheme automatic generation method, a distribution network infrastructure scheme automatic generation device, a distribution network infrastructure scheme automatic generation equipment and a readable storage medium, and when the distribution network infrastructure project needs to be laid and planned, the distribution network infrastructure project automatic generation method can determine each target sub-project type of the distribution network infrastructure project to be laid; collecting the coordinate information of the planned laying position and the connection relation information of each sub-project; so that the planned laying position of each sub-project can be investigated in the field and it is determined whether the planned laying position of each sub-project is appropriate. Whether difference information exists between the planning laying position coordinate information of each sub-item and the field investigation data can be judged; if the data exists, the connection relation of each sub-item can be adjusted, and the knowledge graph data of the data is extracted to construct a knowledge graph; and generating a basic construction project laying scheme according to the knowledge map and the difference information so that laying planning workers can carry out laying planning work, and the management work and construction cost of distribution network basic construction projects are reduced.

Description

Distribution network infrastructure scheme automatic generation method, device, equipment and readable storage medium

Technical Field

The application relates to the technical field of information processing, in particular to a method, a device, equipment and a readable storage medium for automatically generating a distribution network infrastructure scheme.

Background

With the social and economic development, the demand for electric energy is continuously increased in the production process, the investment for electric power construction is continuously increased, electric power enterprises enter the construction period of large-scale electric power infrastructure, and the management of electric power infrastructure projects is more and more emphasized. The quality of electric power infrastructure project management is directly related to the quality of electric power infrastructure project construction, and the method is important for later operation and maintenance of each electric power infrastructure. The quantity of infrastructure construction projects is large, the requirements on the efficiency, the quality and the like of infrastructure management are higher and higher, and great challenges are brought to the infrastructure construction project management work of power enterprises.

Under the situation that the power grid investment of the current power system inclines towards a distribution network, the distribution network project management of the power system has the characteristics of large quantity of construction sites, dispersed regions, insufficient hand for field inspection and the like, and the distribution network project management of the current power system mainly depends on a traditional management mode and a field inspection means, for example, management and control software is used for management. However, after the patrolman leaves the construction site, the construction site is free from the sight line, and the coordination of the site is difficult. At present, the project points related to the electric power infrastructure construction project management are multiple and wide, and the number of workers of a construction party is limited, so that a large amount of labor input is required for the traditional distribution network infrastructure construction laying management, and the laying scheme of the distribution network infrastructure construction project cannot be automatically generated, so that the working pressure of laying planning personnel is effectively reduced.

Disclosure of Invention

In view of the above, the present application provides a method, an apparatus, a device, and a readable storage medium for automatically generating a distribution network infrastructure project scheme, which are used to solve the technical defect in the prior art that it is difficult to efficiently and automatically generate a distribution network infrastructure project scheme.

A distribution network infrastructure scheme automatic generation method comprises the following steps:

determining each target sub-project type of a distribution network infrastructure project to be laid;

acquiring the coordinate information of the planned laying position of each target sub-project and the first connection relation information among the target sub-projects according to the types of the target sub-projects;

according to the coordinate information of the planned laying position of each target sub-item, carrying out field investigation on the planned laying position of each target sub-item, and acquiring field investigation data of the planned laying position of each target sub-item;

judging whether difference information exists between the coordinate information of the planned laying position of each target sub-project and field investigation data of the planned laying position;

if the target sub-project with the difference information exists between the coordinate information of the planned paving position and the field investigation data of the planned paving position, adjusting the connection relation between the target sub-project with the difference information and other target sub-projects to obtain second connection relation information between the target sub-projects;

extracting coordinate information of a planned laying position of each target sub-project, second connection relation information among the target sub-projects and knowledge map data of field investigation data of the planned laying position of each target sub-project;

constructing a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid according to the knowledge graph data;

and generating a target infrastructure construction project laying scheme corresponding to the distribution network infrastructure construction project to be laid according to the target knowledge map and the difference information between the coordinate information of the planned laying position of the target sub-project and the field investigation data of the planned laying position.

Preferably, after the target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid is constructed according to the knowledge graph data, before generating a target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid according to difference information between the target knowledge graph and coordinate information of a planned laying position of the target sub-project and field investigation data of the planned laying position, the method further includes:

determining a difference weight value of the target sub-item with difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position according to the target knowledge map and the difference information between the coordinate information of the planned laying position of the target sub-item and the field investigation data of the planned laying position;

dividing the difference information of each target sub-item with difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference levels according to the difference weight value of each target sub-item;

setting different colors for each target sub-item according to the difference grade of the difference information of each target sub-item;

and presenting the color corresponding to each target sub-item for each target sub-item on the target knowledge graph.

Preferably, after said determining that there is a difference weight value for said target sub-item of difference information between planned paving location coordinate information and field survey data for a planned paving location; before dividing the difference information of each target sub-item with difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference levels according to the difference weight value of each target sub-item, the method further comprises the following steps:

judging whether the difference weight value of each target sub-item exceeds a preset threshold value or not;

and if the target sub-items with the difference weight values exceeding the preset threshold value exist, sending a request for whether authorization information of the corresponding target sub-items are laid according to the actual laying position coordinates of the target sub-items.

Preferably, after the collecting of the first connection relation information between the target sub-items; prior to acquiring field survey data for the planned paving location for each of the target sub-projects, the method further comprises:

and determining the shortest connection route among the target sub-items according to the first connection relation information.

Preferably, the calculation formula for determining the shortest connecting route between the target sub-items comprises:

;

wherein ,

n represents an image node corresponding to the current target sub-item;

representing the node weight value accumulated sum from the starting node start to the current image node N on the path;

representing the cumulative sum of node weight values from a start node start to an image node N-l on the path;

representing the accumulated cost of the backtracking length l of the current image node to the previous point N-l +1 towards the starting node;

wherein ,

cost of node i

The calculation formula of (a) is as follows:

;

wherein ,

the image gray value of the node;

is the gradient weight;

the maximum response value weight after Gabor transformation of the node;

r, s, t are three constant parameters, wherein,

；

indicating a deviation in the direction of the path.

An automatic generation device for a distribution network infrastructure scheme comprises:

the project type determining unit is used for determining each target sub-project type of the distribution network infrastructure project to be laid;

the first connection relation determining unit is used for acquiring the coordinate information of the planned laying position of each target sub-project and the first connection relation information among the target sub-projects according to the types of the target sub-projects;

the data acquisition unit is used for carrying out field investigation on the planned laying position of each target sub-item according to the coordinate information of the planned laying position of each target sub-item and acquiring field investigation data of the planned laying position of each target sub-item;

the first judgment unit is used for judging whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position;

a connection relation adjusting unit, configured to adjust a connection relation between the target sub-item with the difference information and the other target sub-items if the execution result of the first determining unit is that the target sub-item with the difference information exists between the coordinate information of the planned paving position and the field survey data of the planned paving position, and obtain second connection relation information between the target sub-items;

the data analysis unit is used for extracting coordinate information of the planned laying position of each target sub-project, second connection relation information among the target sub-projects and knowledge map data of field investigation data of the planned laying position of each target sub-project;

the knowledge map construction unit is used for constructing a target knowledge map corresponding to each target sub-project of the distribution network infrastructure project to be laid according to the knowledge map data;

and the infrastructure scheme determining unit is used for generating a target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid according to the target knowledge map and the difference information between the coordinate information of the planned laying position of the target sub project and the field investigation data of the planned laying position.

Preferably, the apparatus further comprises:

a difference weight value determining unit, configured to determine, according to the target knowledge map and difference information between the planned laying position coordinate information of the target sub-item and the field investigation data of the planned laying position, a difference weight value of the target sub-item for which there is difference information between the planned laying position coordinate information and the field investigation data of the planned laying position;

the difference grade determining unit is used for dividing the difference information of each target sub-item with difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference grades according to the difference weight value of each target sub-item;

a color setting unit for setting a different color for each of the target sub-items according to a difference level of the difference information of each of the target sub-items;

and the display unit is used for presenting the color corresponding to each target sub-item for each target sub-item on the target knowledge graph.

Preferably, the apparatus further comprises:

the second judging unit is used for judging whether the difference weight value of each target sub-item exceeds a preset threshold value or not;

and an authorization request unit, configured to, when the execution result of the second determination unit is that the target sub-item whose difference weight value exceeds the preset threshold value is determined to exist, send an authorization information requesting whether to lay the corresponding target sub-item according to the actual laying position coordinates of the target sub-item.

A distribution network infrastructure scheme automatic generation device comprises: one or more processors, and a memory;

the memory has stored therein computer readable instructions that, when executed by the one or more processors, perform the steps of the method for automatically generating a distribution network infrastructure scenario as described in any of the preceding introductions.

A readable storage medium having stored therein computer readable instructions, which, when executed by one or more processors, cause the one or more processors to implement the steps of the method for automatically generating a distribution network infrastructure scenario as described in any of the preceding introductions.

According to the technical scheme, when the distribution network infrastructure project needs to be laid and planned, the method provided by the embodiment of the application can determine each target sub-project type of the distribution network infrastructure project to be laid; acquiring the coordinate information of the planned laying position of each target sub-project and the first connection relation information among the target sub-projects according to the types of the target sub-projects; according to the coordinate information of the planned laying position of each target sub-project, carrying out field investigation on the planned laying position of each target sub-project, and acquiring field investigation data of the planned laying position of each target sub-project; so that it can be determined whether the coordinate information of the planned laying position of each of the target sub-items is appropriate or not, depending on the field survey data of the planned laying position of each of the target sub-items. After the field investigation data of the planned laying position of each target sub-item is collected, whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position can be judged; if the target sub-project with the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position exists, it is indicated that the laying planning scheme of each target sub-project is unreasonable at present, and the laying planning scheme of each target sub-project needs to be readjusted, so that if the target sub-project with the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position exists, the connection relation between the target sub-project with the difference information and other target sub-projects can be adjusted, and second connection relation information between the target sub-projects is obtained; after the connection relation among the target sub-projects is adjusted, the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge map data of the field investigation data of the planned laying position of each target sub-project can be further extracted; constructing a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid according to the knowledge graph data; constructing a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid can be helpful for managing the distribution network infrastructure project to be laid by utilizing the target knowledge graph. Therefore, after the target knowledge map is determined, a target infrastructure construction project laying scheme corresponding to the distribution network infrastructure construction project to be laid can be generated according to the target knowledge map and difference information between the coordinate information of the planned laying position of the target sub project and field investigation data of the planned laying position, so that laying planning workers can carry out laying planning work, and the distribution network infrastructure construction project to be laid can be efficiently managed.

The method provided by the embodiment of the application can efficiently manage each project of the distribution network infrastructure project to be laid, and can effectively reduce the management work and construction cost of the distribution network infrastructure project to be laid by utilizing the target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid.

Drawings

In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without inventive exercise.

Fig. 1 is a flowchart illustrating a method for automatically generating a distribution network infrastructure scheme according to an embodiment of the present disclosure;

fig. 2 is a schematic structural diagram of an automatic generation device for a distribution network infrastructure scheme according to an example of the embodiment of the present application;

fig. 3 is a block diagram of a hardware structure of an automatic generation device for a distribution network infrastructure scheme disclosed in an embodiment of the present application.

Detailed Description

The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.

In view of the fact that most automatic generation schemes of the distribution network infrastructure are difficult to adapt to complex and variable service requirements at present, the applicant researches an automatic generation scheme of the distribution network infrastructure, the automatic generation method of the distribution network infrastructure can efficiently manage each project of the distribution network infrastructure to be laid, and the management work and construction cost of the distribution network infrastructure to be laid can be effectively reduced by using a target infrastructure laying scheme corresponding to the distribution network infrastructure to be laid.

The methods provided by the embodiments of the present application are operational with numerous general purpose or special purpose computing device environments or configurations. For example: personal computers, server computers, hand-held or portable devices, tablet-type devices, multi-processor apparatus, distributed computing environments that include any of the above devices or equipment, and the like.

The embodiment of the application provides an automatic generation method of a distribution network infrastructure scheme, which can be applied to various power management systems or distribution infrastructure project management systems, and can also be applied to various computer terminals or intelligent terminals, and the execution main body of the method can be a processor or a server of the computer terminal or the intelligent terminal.

With reference to fig. 1, a flow of an automatic generation method of a distribution network infrastructure scheme according to an embodiment of the present application is described below, where as shown in fig. 1, the flow may include the following steps:

step S101, determining each target sub-project type of the distribution network infrastructure project to be laid.

Particularly, in the practical application process, the later operation and maintenance of each power infrastructure is of great importance. The quantity of electric power infrastructure construction projects is large, the requirements on efficiency, quality and the like of infrastructure management are higher and higher, and great challenges are brought to the infrastructure engineering management work of electric power enterprises.

Under the situation that the power grid investment of the current power system inclines to a distribution network, the distribution network project management of the power system has the characteristics of large quantity of construction sites, dispersed regions, insufficient field patrol hands and the like, and the coordination problem of the construction sites cannot be efficiently solved by depending on the traditional management mode and the field patrol means, so that the management work of distribution network infrastructure projects of the power system cannot be efficiently managed.

In the practical application process, the project points related to the electric power infrastructure project management are multiple and wide, the project types are multiple, the number of workers of a construction party is limited, the traditional distribution network infrastructure laying management is difficult, a large amount of labor is required to be input, the working pressure of laying planners is very high, and the working pressure of the laying planners cannot be effectively reduced by the existing distribution network infrastructure management scheme.

wherein ,

the management work and the laying planning work differ for different types of projects.

Therefore, in the actual application process, each target sub-project type of the distribution network infrastructure project to be laid can be determined, so that the laying scheme of the distribution network infrastructure project to be laid can be formulated according to each target sub-project type.

And S102, acquiring the coordinate information of the planned laying position of each target sub-project and the first connection relation information among the target sub-projects according to the types of the target sub-projects.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may determine each target sub-project type of the distribution network infrastructure project to be laid.

Each target sub-project type of the distribution network infrastructure project to be laid may include information about management specifications of each target sub-project, laying planning information, and connection relationships between each sub-project.

Therefore, after determining each target sub-project type of the distribution network infrastructure project to be laid, the planned laying position coordinate information of each target sub-project and the first connection relation information between the target sub-projects can be acquired according to each target sub-project type.

The coordinate information of the planned laying position of the target sub-project can feed back the specific laying position and the laying range of the target sub-project, so that the relevant management working specification and the configuration of the manager of the target sub-project can be determined.

Collecting the coordinate information of the planned laying position of each target sub-project and the first connection relation information among the target sub-projects can help to determine whether the coordinate information of the planned laying position of each target sub-project and the first connection relation among the target sub-projects are reasonable or not.

Step S103, according to the coordinate information of the planned laying position of each target sub-item, carrying out field investigation on the planned laying position of each target sub-item, and collecting field investigation data of the planned laying position of each target sub-item.

Specifically, it can be known from the above description that, according to the method provided by the embodiment of the present application, after determining each target sub-project type of the distribution network infrastructure project to be laid, the planned laying position coordinate information of each target sub-project and the first connection relationship information between the target sub-projects can be acquired according to each target sub-project type.

And the coordinate information of the planned laying position of each target sub-project and whether the first connection relation among the target sub-projects reasonably relates to whether the laying scheme of the distribution network infrastructure project to be laid is reasonable or not, and also relates to the development of the later maintenance work of the whole distribution network infrastructure project.

In order to ensure that the planned laying position of each target sub-project and the connection relationship between the target sub-projects are reasonable, after acquiring the coordinate information of the planned laying position of each target sub-project and the first connection relationship information between the target sub-projects, the planned laying position of each target sub-project can be inspected on the spot according to the coordinate information of the planned laying position of each target sub-project, and the spot inspection data of the planned laying position of each target sub-project can be acquired.

So that the coordinate information of the planned laying position of each target sub-project and the connection layout of each target sub-project can be analyzed according to the field investigation data of the planned laying position of each target sub-project.

And step S104, judging whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may acquire the planned laying position coordinate information of each target sub-project and the first connection relationship information between the target sub-projects, and then may perform the field survey on the planned laying position of each target sub-project according to the planned laying position coordinate information of each target sub-project, and acquire the field survey data of the planned laying position of each target sub-project.

Further, in order to verify whether the coordinate information of the planned laying position of each target sub-item is accurate and reasonable, after the field investigation data of the planned laying position of each target sub-item is collected, whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position can be further judged.

If there is the target sub-project in which the difference information exists between the coordinate information of the planned paving position and the field investigation data of the planned paving position, it indicates that there may be an unreasonable paving plan of the target sub-project in which the difference information exists between the coordinate information of the planned paving position and the field investigation data of the planned paving position, and step S105 may be executed to adjust the paving plan of each target sub-project.

Step S105, adjusting the connection relation between the target sub-item with the difference information and other target sub-items to obtain second connection relation information between the target sub-items.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may determine whether there is difference information between the coordinate information of the planned paving position of each target sub-project and the field investigation data of the planned paving position.

If the target sub-project with the difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position exists, it is indicated that the current paving planning information of each target sub-project possibly has deviation or unreasonable positions, and adjustment needs to be performed according to the current paving position information and connection relation of each target sub-project.

Therefore, if there is the target sub-project in which there is difference information between the planned laying position coordinate information and the ground investigation data of the planned laying position, the connection relationship between the target sub-project in which there is difference information and the other target sub-projects may be adjusted to obtain the second connection relationship information between the target sub-projects.

And step S106, extracting the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge map data of the field investigation data of the planned laying position of each target sub-project.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may adjust, in time, the connection relationship between the target sub-project with difference information and other target sub-projects when determining that the target sub-project with difference information exists between the coordinate information of the planned paving position and the field investigation data of the planned paving position, so as to obtain second connection relationship information between the target sub-projects.

After the connection relationship between the target sub-project with difference information and other target sub-projects is adjusted, the knowledge map data of the planned laying position coordinate information of each target sub-project, the second connection relationship information between the target sub-projects, and the field investigation data of the planned laying position of each target sub-project can be extracted, so that a knowledge map can be constructed according to the knowledge map data.

Wherein the knowledge-graph data may include: and the planned construction time, the configuration of constructors and the building material supply scheme of the distribution network infrastructure project to be laid are adopted.

The knowledge graph data may be helpful for generating the distribution network infrastructure scheme to be laid.

And S107, constructing a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid according to the knowledge graph data.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may extract the coordinate information of the planned paving position of each target sub-project, the second connection relationship information between the target sub-projects, and the knowledge-map data of the field investigation data of the planned paving position of each target sub-project.

A knowledge graph can be constructed using the knowledge graph data.

In the practical application process, a Knowledge map (Knowledge Graph) is called Knowledge domain visualization or Knowledge domain mapping map in the book intelligence world, is a series of different graphs for displaying the relation between the Knowledge development process and the structure, describes Knowledge resources and carriers thereof by using a visualization technology, and excavates, analyzes, constructs, draws and displays Knowledge and the mutual relation between the Knowledge resources and the carriers.

In the practical application process, the knowledge graph is a modern theory which achieves the aim of multi-discipline fusion by combining theories and methods of applying disciplines such as mathematics, graphics, information visualization technology, information science and the like with methods such as metrology citation analysis, co-occurrence analysis and the like and utilizing the visualized graph to vividly display the core structure, development history, frontier field and overall knowledge framework of the disciplines.

Knowledge maps can provide tangible, valuable references for discipline research.

Therefore, after the knowledge graph data is determined, the target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid can be constructed according to the knowledge graph data, and therefore management work of each target sub-project of the distribution network infrastructure project to be laid can be managed efficiently.

And S108, generating a target infrastructure construction project laying scheme corresponding to the distribution network infrastructure construction project to be laid according to the target knowledge map, the coordinate information of the planned laying position of the target sub project and the difference information of the field investigation data of the planned laying position.

Specifically, it can be known from the above description that the method provided by the embodiment of the present application may construct, according to the knowledge graph data, a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid.

The target knowledge graph can comprise relevant data of the distribution network infrastructure project to be laid;

therefore, after the target knowledge map is determined, a target infrastructure construction project laying scheme corresponding to the distribution network infrastructure construction project to be laid can be generated according to the target knowledge map and difference information between the coordinate information of the planned laying position of the target sub project and field investigation data of the planned laying position, so that laying planning workers can carry out laying planning work, and the distribution network infrastructure construction project to be laid can be efficiently managed.

According to the technical scheme, the method provided by the embodiment of the application can extract the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge map data of the field investigation data of the planned laying position of each target sub-project, construct the knowledge map of the distribution network infrastructure project to be laid according to the knowledge map data, and finally generate the target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid according to the target knowledge map and the difference information between the coordinate information of the planned laying position of the target sub-project and the field investigation data of the planned laying position, so that the laying planning workers can carry out laying planning work, the efficient management of each project of the distribution network infrastructure project to be laid is facilitated, and the management work and the construction cost of the distribution network infrastructure project to be laid can be effectively reduced by using the target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid.

In an actual application process, in order to better generate a target infrastructure project plan corresponding to the distribution network infrastructure project to be laid, after the target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid is constructed according to the knowledge graph data, before the target infrastructure project laying plan corresponding to the distribution network infrastructure project to be laid is generated according to the target knowledge graph and the difference information between the coordinate information of the planned laying position of the target sub-project and the field investigation data of the planned laying position, the method provided by the embodiment of the application may determine the difference weight value of the target sub-project with difference information between the coordinate information of the planned laying position and the investigation field investigation data of the planned laying position, so as to individually present an effect to each target sub-project according to the difference weight value of the target sub-project with difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position, and then introduce the process, which may include the following steps:

step S201, determining a difference weight value of the target sub-item, which has difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position, according to the target knowledge map and the difference information between the coordinate information of the planned laying position of the target sub-item and the field investigation data of the planned laying position.

Specifically, it can be known from the above description that the method provided in the embodiment of the present application may construct, according to the knowledge graph data, a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid.

If a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid is constructed, it can be stated that the target knowledge graph may include management data and related management work related to each target sub-project of the distribution network infrastructure project to be laid.

According to the target knowledge graph, management data related to each target sub-project of the distribution network infrastructure project to be laid can be known, and how to carry out related management work can be carried out.

In order to be able to carry out the related work of each target sub-project of the distribution network infrastructure project to be laid more flexibly.

As can be seen from the above description, the method provided in the embodiment of the present application may further determine difference information between the coordinate information of the planned paving position of the target sub-project and the field survey data of the planned paving position.

If the difference information between the coordinate information of the planned laying position of the target sub-project and the field investigation data of the planned laying position is too much, the management work and the laying work of each sub-project of the whole distribution network infrastructure project to be laid can be influenced.

Therefore, after the target knowledge map is determined, a difference weight value of the target sub-item with difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position can be further determined according to the target knowledge map and the difference information between the coordinate information of the planned paving position of the target sub-item and the field investigation data of the planned paving position, so that the personalized showing effect of each target sub-item can be determined according to the difference weight value of each target sub-item, and the visual effect of the target knowledge map is enriched.

Step S202, dividing the difference information of each target sub-item with difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position into different difference levels according to the difference weight value of each target sub-item.

Specifically, as can be seen from the above description, the method provided in this embodiment of the present application may determine, according to the target knowledge map and the difference information between the planned paving position coordinate information of the target sub-item and the field survey data of the planned paving position, a difference weight value of the target sub-item, where there is difference information between the planned paving position coordinate information and the field survey data of the planned paving position.

The difference weight value of each target sub-item can reflect the deviation degree of difference information existing between the coordinate information of the planned paving position of each target sub-item and the field investigation data of the planned paving position.

According to different deviation degrees of the difference information, different difference levels can be set, so that corresponding measures can be made according to the difference levels.

Therefore, after determining the difference weight value of the difference information between the planned paving position coordinate information of each target sub-item and the field survey data of the planned paving position, the difference information of each target sub-item having the difference information between the planned paving position coordinate information and the field survey data of the planned paving position can be divided into different difference levels according to the difference weight value of each target sub-item, so that different personalized display effects of each target sub-item can be set for different difference levels.

Step S203, setting different colors for each target sub-item according to the difference grade of the difference information of each target sub-item.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may divide the difference information of each target sub-item, in which there is difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position, into different difference levels according to the difference weight value of each target sub-item.

As can be seen from the above description, in the actual management process, in order to better manage the related work of the distribution network infrastructure project to be laid, the method provided in the embodiment of the present application may perform field survey on the planned laying position of each target sub-project, and determine whether there is difference information between the field survey data and the coordinate information of the planned laying position.

In order to better represent the difference between the planned paving position information and the field investigation data of each target sub-project, different colors can be set for each target sub-project according to the difference grade of the difference information of each target sub-project.

And step S204, presenting the color corresponding to each target sub-item on the target knowledge graph.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may set different colors for each of the target sub-items according to the difference level of the difference information of each of the target sub-items.

And setting different colors for each target sub-project, so that the difference degree between the planned laying position coordinate information and the field investigation data of each target sub-project can be judged through the colors.

Further, a color corresponding to each of the target sub-items may be presented for each of the target sub-items on the target knowledge-graph.

And the difference degree between the planned laying geographical position coordinate information and the field investigation data of each target sub-item can be determined through the color of each target sub-item.

As can be seen from the above-mentioned introduced technical solutions, the method provided in the embodiment of the present application may divide the difference information of each target sub-item, which has difference information between the coordinate information of the planned paving position and the field survey data of the planned paving position, into different difference levels according to the difference weight values of each target sub-item, and set different colors for each target sub-item according to the different difference levels to present a target knowledge map corresponding to each target sub-item, so as to generate a target infrastructure construction project paving scheme corresponding to the distribution network infrastructure project to be paved, so that a paving planning worker may perform paving planning work, and may efficiently manage the distribution network infrastructure project to be paved.

In the practical application process, in order to better generate a target infrastructure project scheme corresponding to the distribution network infrastructure project to be laid, after determining the difference weight value of the target sub-item with difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position; before dividing the difference information of each target sub-item, which has difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position, into different difference levels according to the difference weight value of each target sub-item, the method provided in this embodiment of the present application may determine whether the information requesting authorization needs to be generated according to the difference weight value of each target sub-item, and then introduces the process, which may include the following steps:

step S301, determining whether the difference weight value of each target sub-item exceeds a preset threshold.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may determine the difference weight value of each target sub-item.

The difference weight value can feed back the difference degree between the planned laying geographic position coordinate information of each target sub-item and the field investigation data.

In the actual application process, if the difference degree between the planned laying geographical position coordinate information of the target sub-project and the field investigation data is too large, it is indicated that the planned laying geographical position coordinate information of the target sub-project may be unreasonable and needs to be adjusted in time.

Therefore, in order to determine whether the planned laying geographic position coordinate information and the connection relation of each target sub-item are reasonable, after determining the difference weight value of each target sub-item, it may be further determined whether the difference weight value of each target sub-item exceeds a preset threshold.

wherein ,

the preset threshold may be set with reference to planned paving first instance location coordinate information of the target sub-project.

For example, the preset threshold may be set to be within a range not exceeding 500m of the square circle of planned-laid geographical position coordinate information of the target sub-item.

If there is the target sub-project with the difference weight value exceeding the preset threshold, it indicates that the coordinate information of the planned laying geographic position of the target sub-project may be unreasonable, and may need to be adjusted in time, and then authorization information of a worker may be requested, and step S302 may be executed.

Step S302, sending out a request whether to lay the authorization information of the corresponding target sub-item according to the actual laying position coordinate of the target sub-item.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may further determine whether the difference weight value of each target sub-item exceeds a preset threshold after determining the difference weight value of each target sub-item.

If there is a target sub-project with a difference weight value exceeding the preset threshold, it is indicated that the planned laying geographic position coordinate information of the target sub-project and the connection relation with other target sub-projects may be unreasonable, and the planned laying information may be excessively deviated from the field survey data, and it is necessary to confirm whether to lay the related laying work of the target sub-project according to the actual laying position coordinate information of the target sub-project.

Therefore, when it is determined that there is a target sub-item whose difference weight value exceeds the preset threshold value, a request may be issued to determine whether to lay authorization information of the corresponding target sub-item according to the actual laying position coordinates of the target sub-item, so that the laying scheme of the target sub-item may be further determined through manual judgment.

As can be seen from the above-described technical solutions, in order to better generate a target infrastructure project solution corresponding to the distribution network infrastructure project to be laid, after determining a difference weight value of the target sub-item having difference information between the coordinate information of the planned laying position and the field survey data of the planned laying position; before dividing the difference information of each target sub-item, which has difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position, into different difference levels according to the difference weight value of each target sub-item, the method provided by the embodiment of the application can determine whether the information of requesting authorization needs to be generated according to the difference weight value of each target sub-item, so that the laying scheme of the target sub-item can be further determined through manual judgment, so that a target infrastructure construction project laying scheme corresponding to the distribution network infrastructure project to be laid can be generated, so that a laying planning worker can carry out laying planning work, and the distribution network infrastructure project to be laid can be efficiently managed.

In the actual application process, in order to better generate a target infrastructure project scheme corresponding to the distribution network infrastructure project to be laid, after the first connection relation information among the target sub-projects is acquired; before collecting the field investigation data of the planned paving position of each target sub-project, the method provided by the embodiment of the application may determine the shortest connecting route between the target sub-projects according to the first connecting relation information, and the process is described next and may include the following steps:

Specifically, in the actual application process, in consideration of the construction requirements of the distribution network infrastructure, in the distribution network infrastructure project, the connection path between each target sub-project is generally set as the shortest connection route between each target sub-project according to the connection relationship information between each target sub-project of the distribution network infrastructure project to be laid.

Therefore, after determining the connection relationship between the respective target sub-items, the shortest connection route between the respective target sub-items may be determined further by the first connection relationship information.

Therefore, the connection relation among the target sub-projects and the layout of the target sub-projects can be closer to the requirement of the distribution network infrastructure project to be laid.

wherein ,

the calculation formula for determining the shortest connecting route between the target sub-items may include the following:

;

wherein ,

n may represent an image node corresponding to the current target sub-project;

may represent a node weight value cumulative sum from a start node start to a current image node N on the path;

may represent the cumulative sum of node weight values from the start node start to the image node N-l on the path;

the accumulated cost of backtracking length l to the previous point N-l +1 from the current image node to the starting node can be represented;

wherein ,

cost of node i

The calculation formula of (c) may be as follows:

；

wherein ,

may be the image gray scale value of the node;

may be a gradient weight;

may be the maximum response value weight after Gabor transformation of the node;

r, s, t may be three constant parameters, wherein,

；

the directional deviation of the path can be represented.

It can be seen from the above-described technical solutions that, in order to better generate a target infrastructure project solution corresponding to the distribution network infrastructure project to be laid, after the first connection relationship information between the target sub-projects is acquired; before acquiring field investigation data of the planned laying position of each target sub-project, the method provided by the embodiment of the application can determine the shortest connection route between the target sub-projects according to the first connection relation information, so that the laying layout scheme of each target sub-project can be determined according to the shortest connection route between the target sub-projects, and a target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid can be generated, so that a laying planning worker can carry out laying planning work, and the distribution network infrastructure project to be laid can be efficiently managed.

The distribution network infrastructure scheme automatic generation device provided by the embodiment of the present application is described below, and the distribution network infrastructure scheme automatic generation device described below and the distribution network infrastructure scheme automatic generation method described above may be referred to in a corresponding manner.

Referring to fig. 2, fig. 2 is a schematic structural diagram of an automatic generation device for a distribution network infrastructure scheme disclosed in the embodiment of the present application.

As shown in fig. 2, the automatic generation apparatus for a distribution network infrastructure scheme may include:

the project type determining unit 101 is used for determining each target sub-project type of the distribution network infrastructure project to be laid;

the first connection relation determining unit 102 is configured to acquire planned laying position coordinate information of each target sub-project and first connection relation information between the target sub-projects according to the types of the target sub-projects;

the data acquisition unit 103 is used for performing field investigation on the planned laying position of each target sub-item according to the coordinate information of the planned laying position of each target sub-item, and acquiring field investigation data of the planned laying position of each target sub-item;

a first judging unit 104, configured to judge whether there is difference information between the planned laying position coordinate information of each target sub-item and the field investigation data of the planned laying position;

a connection relation adjusting unit 105, configured to adjust a connection relation between the target sub-item with the difference information and the other target sub-items if the execution result of the first determining unit is that the target sub-item with the difference information exists between the coordinate information of the planned paving position and the real-field survey data of the planned paving position, and obtain second connection relation information between the target sub-items;

a data analysis unit 106, configured to extract coordinate information of a planned laying position of each target sub-item, second connection relationship information between the target sub-items, and knowledge map data of field investigation data of the planned laying position of each target sub-item;

a knowledge graph construction unit 107, configured to construct, according to the knowledge graph data, a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid;

and a infrastructure scheme determining unit 108, configured to generate a target infrastructure project laying scheme corresponding to the distribution network infrastructure project to be laid according to the target knowledge graph and difference information between the coordinate information of the planned laying position of the target sub-project and field investigation data of the planned laying position.

According to the technical scheme, when the distribution network infrastructure project needs to be laid and planned, the device provided by the embodiment of the application can determine each target sub-project type of the distribution network infrastructure project to be laid; acquiring the coordinate information of the planned laying position of each target sub-project and the first connection relation information among the target sub-projects according to the types of the target sub-projects; according to the coordinate information of the planned laying position of each target sub-item, the planned laying position of each target sub-item can be subjected to field investigation, and field investigation data of the planned laying position of each target sub-item are collected; so that it can be determined whether the coordinate information of the planned paving position of each of the target sub-items is appropriate or not, depending on the field survey data of the planned paving position of each of the target sub-items. After the field investigation data of the planned laying position of each target sub-item is collected, whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position can be judged; if the target sub-project with the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position exists, it is indicated that the laying planning scheme of each target sub-project is unreasonable at present, and the laying planning scheme of each target sub-project needs to be readjusted, so that if the target sub-project with the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position exists, the connection relation between the target sub-project with the difference information and other target sub-projects can be adjusted, and second connection relation information between the target sub-projects is obtained; after the connection relation among the target sub-projects is adjusted, the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge map data of the field investigation data of the planned laying position of each target sub-project can be further extracted; constructing a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid according to the knowledge graph data; constructing a target knowledge graph corresponding to each target sub-project of the distribution network infrastructure project to be laid can be helpful for managing the distribution network infrastructure project to be laid by utilizing the target knowledge graph. Therefore, after the target knowledge map is determined, a target infrastructure construction project laying scheme corresponding to the distribution network infrastructure construction project to be laid can be generated according to the target knowledge map and difference information between the coordinate information of the planned laying position of the target sub project and field investigation data of the planned laying position, so that laying planning workers can carry out laying planning work, and the distribution network infrastructure construction project to be laid can be efficiently managed.

The device that this application embodiment provided can each project of the distribution network infrastructure project that high-efficient management is waited to lay, utilize with the scheme is laid to the target infrastructure project that the distribution network infrastructure project that waits to lay corresponds, can effectively reduce the management work and the construction cost of the distribution network infrastructure project that wait to lay.

Further optionally, the apparatus may further include:

and an authorization request unit, configured to, when it is determined that there is the target sub-item whose difference weight value exceeds the preset threshold as an execution result of the second determination unit, send an authorization information requesting whether to lay the corresponding target sub-item according to the actual laying position coordinates of the target sub-item.

The specific processing flows of the units included in the distribution network infrastructure scheme automatic generation device may refer to the related descriptions of the distribution network infrastructure scheme automatic generation method, and are not described herein again.

The distribution network infrastructure scheme automatic generation device provided by the embodiment of the application can be applied to distribution network infrastructure scheme automatic generation equipment, such as a terminal: mobile phones, computers, etc. Optionally, fig. 3 shows a block diagram of a hardware structure of the distribution network infrastructure scheme automatic generation device, and referring to fig. 3, the hardware structure of the distribution network infrastructure scheme automatic generation device may include: at least one processor 1, at least one communication interface 2, at least one memory 3 and at least one communication bus 4.

In the embodiment of the present application, the number of the processor 1, the communication interface 2, the memory 3, and the communication bus 4 is at least one, and the processor 1, the communication interface 2, and the memory 3 complete mutual communication through the communication bus 4.

The processor 1 may be a central processing unit CPU, or an Application Specific Integrated Circuit ASIC (Application Specific Integrated Circuit), or one or more Integrated circuits configured to implement the embodiments of the present Application, etc.;

the memory 3 may include a high-speed RAM memory, and may further include a non-volatile memory (non-volatile memory) or the like, such as at least one disk memory;

wherein the memory stores a program and the processor can call the program stored in the memory, the program for: and realizing each processing flow in the automatic generation scheme of the terminal distribution network infrastructure scheme.

Embodiments of the present application further provide a readable storage medium, where the storage medium may store a program adapted to be executed by a processor, where the program is configured to: and realizing each processing flow of the terminal in the automatic generation scheme of the distribution network infrastructure scheme.

Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising a," "8230," "8230," or "comprising" does not exclude the presence of additional like elements in a process, method, article, or apparatus that comprises the element.

The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.

The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. The various embodiments may be combined with each other. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims

1. A distribution network infrastructure scheme automatic generation method is characterized by comprising the following steps:

determining each target sub-project type of the distribution network infrastructure project to be laid;

2. The method according to claim 1, wherein after the constructing a target intellectual map corresponding to each target sub-project of the distribution network infrastructure to be laid based on the intellectual map data, before generating a target infrastructure laying scheme corresponding to the distribution network infrastructure to be laid based on the target intellectual map and difference information between coordinate information of a planned laying position of the target sub-project and field survey data of the planned laying position, the method further comprises:

3. The method of claim 2, wherein after said determining a difference weight value for said target sub-item of difference information between planned paving location coordinate information and field survey data for a planned paving location; before dividing difference information of each target sub-item with difference information between coordinate information of a planned laying position and field investigation data of the planned laying position into different difference levels according to the difference weight value of each target sub-item, the method further comprises the following steps:

and if the target sub-item with the difference weight value exceeding the preset threshold value exists, sending a request whether to lay the authorization information of the corresponding target sub-item according to the actual laying position coordinate of the target sub-item.

4. The method according to claim 1, wherein after said collecting first connection relation information between each of said target sub-items; prior to acquiring field survey data for the planned paving location for each of the target sub-projects, the method further comprises:

and determining the shortest connecting route between the target sub-items according to the first connecting relation information.

5. The method according to claim 4, wherein said determining a calculation formula of the shortest connecting route between each of said target sub-items comprises:

;

wherein ,

n represents an image node corresponding to the current target sub-item;

representing the accumulated cost of backtracking length l to the previous point N-l +1 from the current image node to the starting node;

wherein ,

cost of node i

The calculation formula of (a) is as follows:

;

wherein ,

the image gray value of the node;

is the gradient weight;

the maximum response value weight after Gabor conversion of the node;

r, s, t are three constant parameters, wherein,

；

indicating a deviation in the direction of the path.

6. The utility model provides a join in marriage net capital construction scheme automatic generation device which characterized in that includes:

the data analysis unit is used for extracting the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge map data of the field investigation data of the planned laying position of each target sub-project;

7. The apparatus of claim 6, further comprising:

the difference grade determining unit is used for dividing the difference information of each target sub-item with difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position into different difference grades according to the difference weight value of each target sub-item;

a color setting unit for setting different colors for each of the target sub-items according to a difference level of difference information of each of the target sub-items;

8. The apparatus of claim 7, further comprising:

a second judging unit, configured to judge whether a difference weight value of each target sub-item exceeds a preset threshold;

9. The utility model provides a join in marriage net capital construction scheme automatic generation equipment which characterized in that includes: one or more processors, and a memory;

the memory has stored therein computer readable instructions which, when executed by the one or more processors, perform the steps of the method for automatically generating a distribution network infrastructure scenario of any of claims 1 to 5.

10. A readable storage medium, characterized by: the readable storage medium has stored therein computer readable instructions, which, when executed by one or more processors, cause the one or more processors to implement the steps of the method for automatically generating a distribution network infrastructure scenario of any of claims 1 to 5.