Method and device for discovering text deviation of power grid regulation and control system, and storage medium

The invention relates to an electric power regulation and control system text deviation discovery method and device and a storage medium, and the method comprises the following steps: 1, obtaining power grid topological data and accident plan text data in an electric power regulation and control sys...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: YUAN ZHONGCHEN, ZHANG JIE, KONG YANRU, PENG CHENG, SHANG JINGAN, CHEN JIAN, HUANG XINJIAN, CHEN ZIYUN, GAO SHANG
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention relates to an electric power regulation and control system text deviation discovery method and device and a storage medium, and the method comprises the following steps: 1, obtaining power grid topological data and accident plan text data in an electric power regulation and control system text, carrying out the preprocessing, constructing a power grid structure map, and obtaining an accident plan word vector; 2, extracting entities and relationships in the accident plan word vectors in the step 1 by adopting a pre-training language model; step 3, constructing a multi-domain knowledge graph based on the power grid structure graph constructed in the step 1 and the entities and relationships in the accident plan word vectors extracted in the step 2; 4, converting the multi-field knowledge graph constructed in the step 3 into vector representation by adopting a variational graph auto-encoder; and 5, taking the vector obtained in the step 4 as input, calculating an abnormal score of the vector by ado