This invention discloses a method, apparatus, electronic device, and storage medium for
power grid knowledge reasoning. The method includes: adjusting elements within a preset
knowledge graph based on a neighborhood threshold distance and preset clustering rules; determining a
power grid knowledge reasoning model based on the adjusted preset
knowledge graph; and determining the knowledge reasoning result based on the
power grid knowledge reasoning model and a
distributed computing platform. This invention addresses the problem of missing attributes and relationships in knowledge graphs, enhancing the completeness of
knowledge graph data. Furthermore, by enhancing the
scalability of knowledge graph applications through a distributed platform, it addresses the contradiction between the openness and closedness of the knowledge graph's environment, improving the accuracy and reliability of the knowledge graph.