Intelligent scheduling maintenance identification library construction method

• Main Authors: XU TAO, HE JIA, HUANG XIN, JI HONGCHAO, YANG JIXIAN, YAN YANYAN, LIU YING, YANG XINGWU, HUANG YUHUI, ZHOU JIAWEI, CHEN YIXUAN, GAN XIAOJIE, JI JIAO, ZHAO WEILIN, PENG YOUHAN, WANG FENG, LUO SHUFANG, PAN FEI
• Format: Patent
• Language: Chinese; English
• Published: 02.09.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses an intelligent scheduling maintenance recognition library construction method. The method comprises the following steps: establishing a BERT-based power grid scheduling voice recognition language model; performing feature extraction and semantic analysis on the scheduling text in combination with voice recognition and natural language processing technologies; and constructing a word vector library of the professional vocabularies. According to the invention, voice recognition and natural language processing technologies are combined and introduced into the field of distribution network scheduling to assist scheduling service development, so that the workload of grass-roots teams and groups is reduced, the scheduling work error rate is reduced, the scheduling work efficiency is improved, and the method is of great significance in ensuring safe, stable and efficient operation of a power grid. 本发明公开了一种智能调度检修识别库构建方法，包括建立基于BERT的电网调度语音识别语言模型；结合语音识别和自然语言处理技术对调度文本进行特征提取、语义解析；构建专业词汇词向量库。本发明本发明通