电网故障处置信息自适应理解框架及关键技术
Adaptive Understanding Framework and Key Technology of Power Grid Fault Disposal Information
田波 1张越 2蒙飞 1单连飞 2高海洋 1田坤 1乔咏田2
作者信息
- 1. 国网宁夏电力有限公司调度控制中心,宁夏银川 750001
- 2. 北京科东电力控制系统有限责任公司,北京 100192
- 折叠
摘要
为了提升电网故障处置响应能力,提出一种故障处置信息自适应理解框架,该框架基于所构建的多任务协同理解模型和故障处置知识图谱识别电网故障告警、运行状态、操作指令等信息,自适应推理生成故障处置操作策略.通过建立故障处置信息理解模型评价指标和试验数据集,验证了故障处置信息理解框架和多任务协同理解模型的有效性.
Abstract
In order to improve the response capacity of power grid fault disposal,an adaptive understanding framework of fault disposal information is proposed.The framework is based on the constructed multi-task collaborative understanding model and the fault disposal knowledge graph to identify the power grid fault alarm,operation status,operation instruction and other information,and the fault disposal operation strategy is generated by reasoning adaptively.By establishing the evaluation index system and test data set of fault disposal information,the experimental effect of the adaptive understanding framework of fault disposal information and multi-task collaborative understanding model are verified.
关键词
故障处置/多任务协同/知识图谱/自适应推理Key words
fault disposal/multi-task collaborative/knowledge graph/adaptive reasoning引用本文复制引用
基金项目
国网宁夏电力有限公司科技项目(5229NX200083)
出版年
2024
国家科技期刊平台
NSTL
万方数据