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Intelligent auxiliary operation and maintenance method and system for power communication network based on knowledge graph

A power communication network and knowledge map technology, applied in the field of intelligent auxiliary operation and maintenance system of power communication network based on knowledge map, to achieve the effect of reducing problem response time, improving intelligent interaction ability, and reducing problem hit rate

Pending Publication Date: 2021-03-30
INFORMATION & COMM BRANCH OF STATE GRID JIANGSU ELECTRIC POWER
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Therefore, for complex and diverse information communication operation and maintenance sites with a large number of equipment, especially in the peripheral perception, fault diagnosis and on-site operation and maintenance of power communication, the existing informatization methods cannot effectively support the ever-increasing lean management requirements. Carry out key technology research on intelligent operation and maintenance applications based on knowledge graphs and deep learning, realize intelligent auxiliary operation and maintenance of communication networks based on knowledge graphs, and promote the management level and operation and maintenance efficiency of power communication

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  • Intelligent auxiliary operation and maintenance method and system for power communication network based on knowledge graph
  • Intelligent auxiliary operation and maintenance method and system for power communication network based on knowledge graph
  • Intelligent auxiliary operation and maintenance method and system for power communication network based on knowledge graph

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Embodiment 1

[0057] A knowledge map-based intelligent auxiliary operation and maintenance method for electric power communication networks of the present invention, see for details figure 1 shown, including the following steps:

[0058] S01: Build an intelligent auxiliary operation and maintenance architecture for power communication networks based on knowledge graphs, including data collection layer, knowledge acquisition layer, knowledge fusion layer, knowledge storage layer, and knowledge service layer.

[0059] Data collection layer: provide basic data. The source data of the power communication network comes from multi-dimensional and multi-type data, which can be divided into two types according to the different data source channels. Collect a data source channel from the monitoring system, including environmental data, equipment operation data and detection data. Another data source channel is knowledge data, which mainly comes from discrete collection and historical data. In the...

Embodiment 2

[0102] Correspondingly, a knowledge map-based intelligent auxiliary operation and maintenance system for electric power communication networks of the present invention includes a data acquisition layer, a knowledge acquisition layer, a knowledge fusion layer, a knowledge storage layer, and a knowledge service layer; wherein:

[0103] The knowledge collection layer is used to collect the actual operation data of the power communication network;

[0104] The knowledge acquisition layer is used to extract knowledge from the actual operation data of the power communication network;

[0105] The knowledge fusion layer is used to fuse the extracted knowledge;

[0106] Knowledge storage layer, used to store knowledge in the database;

[0107] The knowledge service layer is used to provide knowledge modeling, intelligent interaction and knowledge operation and maintenance services; including knowledge modeling module, intelligent interaction module and knowledge operation and mainten...

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Abstract

The invention discloses a power communication network intelligent auxiliary operation and maintenance method and system based on a knowledge graph, and the method comprises the following steps: constructing a power communication network intelligent auxiliary operation and maintenance architecture based on the knowledge graph, wherein the architecture comprises a data collection layer, a knowledgeobtaining layer, a knowledge fusion layer, a knowledge storage layer, and a knowledge service layer, and the core module comprises a knowledge modeling module, an intelligent interaction module and aknowledge operation and maintenance module. Based on various data and operation management modes, multivariate data is fused, communication network intelligent auxiliary operation and maintenance of the knowledge graph are achieved, barriers among multi-system, multi-dimensional and multi-structure data are broken through, the intelligent interaction capacity is improved, and knowledge support foron-site operation and maintenance is achieved.

Description

technical field [0001] The invention belongs to the technical field of electric power information communication, and in particular relates to a knowledge map-based intelligent auxiliary operation and maintenance method for an electric power communication network, and also relates to an electric power communication network intelligent auxiliary operation and maintenance system based on a knowledge map. Background technique [0002] Power system communication is an indispensable and important part of the power system, the basis of power grid dispatching automation and production management modernization, and an important technical means to ensure the safe, economical and stable operation of the power grid. With the rapid development of power communication networks and the rapid growth of business channels, the number and types of business channels will also increase rapidly, making it more difficult to control power communication networks. It is urgent to improve the management...

Claims

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Application Information

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IPC IPC(8): G06Q10/00G06Q50/06G06F16/36G06N3/04H02J3/00
CPCG06Q10/20G06Q50/06G06F16/367G06N3/04H02J3/00H02J2203/20Y04S10/50
Inventor 吴海洋陈鹏顾彬李伟戴勇蒋春霞
Owner INFORMATION & COMM BRANCH OF STATE GRID JIANGSU ELECTRIC POWER
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