调控一体化模式下电力系统多设备运行故障状态实时监测方法
A Real-time Monitoring Method of Multiple Equipment Operating Malfunction of the Electric Power System under Regulating Control Integration Mould
郝丽萍 1杨强 2杜娟 3皮定贵 1申国华 4杨敏雪1
作者信息
- 1. 贵州电网有限责任公司六盘水供电局,贵州 六盘水 553000
- 2. 贵州电网有限责任公司安顺供电局,贵州 安顺 561000
- 3. 贵州电网有限责任公司培训与评价中心,贵州 贵阳 550000
- 4. 贵州电网有限责任公司铜仁供电局,贵州 铜仁 554300
- 折叠
摘要
在调控一体化模式下,电力系统多设备运行故障状态的实时监测至关重要.因此提出调控一体化模式下电力系统多设备运行故障状态实时监测方法.首先采集和预处理调控一体化模式下电力系统多设备的运行数据,并将其进行归一化处理.然后采用灰色关联分析方法进行特征提取并将其作为模型的输入.最后通过构建的门控循环单元神经网络模型完成对调控一体化模式下电力系统多设备运行故障状态的实时监测.经过实验验证,该方法的故障识别速率快,准确度高,说明其故障状态实时监测效果具有实际应用价值.
Abstract
Under the regulation control integration model,it is of utmost importance for the real-time monitoring of multiple equipment operation malfunction of the electric power system,thus proposing a real-time monitoring method of multiple equipment operating malfunction of the electric power system under regulating control integration mould.First,collect and pretreat the operating data of multiple equipment of the electric power system under the regulating control integration mould,and deal with it normalization.Then,adopt gray relevant analytical moethod to carry out characteristic extraction and input is as a mould.Finally,use the gated control cycle unit neutral net mould to finish the real-time monitoring of the multiple equipment operating malfunction of the electric power system under regula-ting control integration mould.The experiment shows that the mehtod is of quick fault recogintion rate and high ac-curacy,It proves the mulfunction real-time monitoring effect and actual application value.
关键词
调控一体化/故障状态/灰色关联分析/门控循环单元Key words
reglating control integration/malfunction/gray relevant analysis/gated control cycle unit引用本文复制引用
基金项目
贵州电网有限责任公司揭榜挂帅项目(060200KZ23010002)
出版年
2024
NETL
NSTL
万方数据