Power supply station business intelligent management method and device based on multi-modal knowledge graph

By constructing a multimodal knowledge graph, collecting power supply station business data for ontology modeling and knowledge fusion, and extracting implicit relationships, the problem of intelligent management of cross-departmental and cross-professional data in power supply station business management is solved, and the efficiency of data retrieval and correlation analysis is improved.

CN122412604APending Publication Date: 2026-07-17BAICHENG POWER SUPPLY CO OF STATE GRID JILIN ELECTRIC POWER CO LTD
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Patent Information

Application Number
CN202610529207.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-04-21
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing technologies lack unified ontology modeling and knowledge fusion methods for heterogeneous business data across departments and professions in power supply station business management. This makes it impossible to effectively extract implicit relationships between business data, resulting in low levels of intelligent management and insufficient efficiency in data retrieval and correlation analysis.

Method used

A multimodal knowledge graph construction method is adopted. By collecting business data from various business systems of the power supply station, ontology modeling, knowledge extraction and knowledge fusion are performed to construct a domain multimodal knowledge graph. Based on this graph, feature learning is performed to extract implicit relationships, and a heuristic mechanism is used to recommend related data fields.

Benefits of technology

It has enabled unified representation and association of cross-departmental and cross-professional business data, improved data retrieval efficiency and correlation analysis capabilities, lowered the technical threshold, and promoted the development of power supply station business management from digitalization to intelligence.

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Abstract

本发明公开了一种基于多模态知识图谱的供电所业务智能化管理方法和设备,涉及供电所业务数据管理技术领域,方法包括:采集供电所各业务系统的业务数据,对采集的业务数据进行本体建模、知识抽取和知识融合,构建供电所业务场景的领域多模态知识图谱;基于领域多模态知识图谱,对跨部门、跨专业的业务数据进行特征学习,提取业务数据之间的隐性关联关系,根据隐性关联关系,采用基于启发式机制的业务需求数据字段智能推荐方法,向用户推荐当前业务活动对应的业务场景所需的关联数据字段。本发明能够提升供电所业务管理中的数据检索效率与关联分析能力,降低了业务人员的技术门槛,为基层供电所员工减负。
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