Method and device for constructing power grid dispatching fault processing knowledge graph

A technology of power grid scheduling and knowledge graph, which is applied in electrical digital data processing, data processing applications, neural learning methods, etc., can solve the problems of inability to automatically collect correlation, analyze information, and low efficiency.

Active Publication Date: 2020-10-30
JIANGSU ELECTRIC POWER CO +3
View PDF2 Cites 13 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Among them, information such as dispatching regulations, safe and stable operation regulations, failure plans, operation mode arrangements and adjustments, and fast load transfer plans usually exist in text form, and information such as power grid operation, power grid failures, equipment maintenance, meteorological environment, dispatching logs, and risk assessment Scattered in different locations in different systems, many jobs need to be checked and summarized manually by straight-line dispatchers, there are problems such as the inability to automatically collect, correlate, and analyze information, and the efficiency of handling faults is not high

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Method and device for constructing power grid dispatching fault processing knowledge graph
  • Method and device for constructing power grid dispatching fault processing knowledge graph
  • Method and device for constructing power grid dispatching fault processing knowledge graph

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0076] On the one hand, an embodiment of the present invention provides a method for constructing a power grid dispatching fault handling knowledge map, including:

[0077] Step 1: Through the N-Gram-based supervised learning method and accurate identification of high-quality phrases, high-quality professional phrases in the field of power grid dispatching fault handling are mined from structured and unstructured data such as fault plans, operation modes, and dispatch logs;

[0078] Step 2, through the deep learning NER architecture based on Albert+BiLSTM, perform named entity recognition on professional phrases in the field of power grid dispatching fault handling;

[0079] Step 3: Through information extraction based on text mode, extract entities, entity attributes, and the relationship between entities and entities, and between entities and attributes for professional phrases in the field of power grid dispatching fault processing, so as to realize the identification of equ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a method and a device for constructing a power grid fault processing knowledge graph. Domain high-quality professional phrase mining and named entity identification are carriedout; relationship extraction of equipment, events, operations and the like is carried out; knowledge is automatically extracted from massive structured and unstructured data such as power grid operation data and fault processing plans; a power grid dispatching fault processing knowledge graph is constructed, the limitation that a traditional power grid dispatching expert system customizes knowledge regularly and is long in period and slow in updating is well broken through, and computer intelligent autonomous collection, cross-domain analysis and all-time learning of the power grid dispatching fault processing knowledge are achieved.

Description

technical field [0001] The invention relates to a method and a device for constructing a power grid scheduling fault processing knowledge graph, and belongs to the technical field of power grid fault processing. Background technique [0002] When the dispatcher on duty of the power grid handles faults, he needs to follow the dispatching regulations and the safe and stable operation regulations, summarize the information of the sub-system power grid operation, power grid failure, equipment maintenance, meteorological environment, dispatching logs, risk assessment, etc., and combine the failure plan, operation mode arrangement, load Predetermined policies such as quick transfer plan to form a fault handling plan. Among them, information such as dispatching regulations, safe and stable operation regulations, failure plans, operation mode arrangements and adjustments, and fast load transfer plans usually exist in text form, and information such as power grid operation, power gri...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/00G06Q10/06G06Q50/06G06F40/295G06N3/04G06N3/08
CPCG06Q10/20G06Q10/06395G06Q50/06G06F40/295G06N3/049G06N3/08G06N3/045Y04S10/50
Inventor 李杰梁文腾李艺丰严晴谢峰李红李昊张韬旷文腾李子祺
Owner JIANGSU ELECTRIC POWER CO
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products