优化堆叠降噪自编码器用于调度操作票自动校验  

Automatic Verification Method of Operation Ticket Based on Optimized Stacked Denoising Auto Encoders

作　　者：区伟健 徐策 曾传凯 蒋宗祺 乐庆丰 OU Weijian;XU Ce;ZENG Chuankai;JIANG Zongqi;YUE Qingfeng(Guangdong Power Grid Co.,Ltd.Guangzhou Power Supply Bureau Power Dispatching and Control Center,Guangzhou 510620,China)

机构地区：[1]广东电网有限责任公司广州供电局电力调度控制中心,广州510620

出　　处：《核电子学与探测技术》2024年第2期356-361,共6页Nuclear Electronics & Detection Technology

基　　金：南方电网广东广州供电局科技项目(030108KK52222002)。

摘　　要：为实现核电厂变电站电力调度操作票的自动智能校验,提出了一种基于优化堆叠降噪自编码器(OSDAE)操作票自动校验方法。该方法在对操作票文本进行向量化的基础上,利用优化过的堆叠降噪自编码器实现操作票文本的语义辨析与正误自动化校验。实验结果表明,所提方法的操作票校验评估综合指标可达94.88%,是几种方法中最高的,具有一定的优势。In order to realize the automatic intelligent check of power dispatching operation ticket of nuclear power plant substation,an automatic verification method of operation ticket based on optimized stacked denoising auto encoders(OSDAE)was proposed.Based on vectorization of the operation ticket text,this method used the optimized stacked denoising auto encoders to realize the semantic discrimination and automatic check of the operation ticket text.The experimental results show that the proposed method achieved the comprehensive index of operation check evaluation up to 94.88%,which is the highest among several methods,and has certain advantages.

关 键 词：堆叠降噪自编码器 金豺狼优化算法 操作票 自动校验 

分 类 号：TM63[电气工程—电力系统及自动化]