Analysis of Power Grid Dispatching Instructions Based on BERT-BIGRU Model

In order to ensure the safe and stable operation of power grid and the standardization of dispatching instructions, and solve the potential safety hazards caused by the operation of dispatcher instructions, a BERT-BIGRU-CRF model for the named entity identification of power grid dispatching instructions is proposed. Using the characteristics of power grid dispatching instructions, the BERT pre training model is constructed; the instruction keyword vector is extracted by BERT neural network algorithm. Finally, an actual example is given to verify the advantages of the model in power grid dispatching instruction recognition.