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.
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[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...
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