首页|基于时间序列的电网云平台应用系统故障分级响应方法

基于时间序列的电网云平台应用系统故障分级响应方法

扫码查看
当电网云平台在应用系统存在故障时,依托单一触发事件进行故障分级会使得响应结果的拟合优度较低.针对这个问题,提出基于时间序列的电网云平台应用系统故障分级响应方法.该方法利用模糊推理算法划分电网故障严重度模糊级别,并建立模糊评价向量对多源信息数据进行归一化处理,提取故障特征信息.运用"与""或""非"等逻辑运算方法描述多个触发事件之间的既定运算规则,结合自回归积分滑动平均模型,建立包含多个触发事件的平稳时间序列进行后续故障分级响应.针对待发送的警报信息进行相似性诊断与覆盖性诊断,建立分级响应优化策略.实验结果表明,所提方法得出的故障分级响应结果的拟合优度提升了 21个百分点、28个百分点.以分级预警结果,对电网云平台应用系统进行故障响应.
Fault Graded Response Method of Power Grid Cloud Platform Application System Based on Time Series
In the application system of the power grid cloud platform,if rely on a single trigger event for fault classification,then goodness of fit of the response results is low.To solve this problem,a time series based on fault graded response method for the application system of the power grid cloud platform is proposed.This method uses fuzzy inference algorithm to divide the fuzzy level of power grid fault severity,and establishes fuzzy evaluation vector to normalize multi-source information data and extract fault feature information.The logical operation methods such as"and","or"and"not"operations are used to de-scribe the established operation rules between multiple trigger events,and combined with the autoregressive integral moving av-erage model to establish a stable time series containing multiple trigger events for subsequent fault graded response.For the a-larm information to be sent,the similarity diagnosis and coverage diagnosis are carried out,and the graded response optimiza-tion strategy is established.The experimental results show that the goodness of fit of the fault graded response results obtained by the proposed method is improved by 21%and 28%,respectively.The fault response of power grid cloud platform applica-tion system is carried out based on the hierarchical early warning results.

time seriesgrid failurecloud platformgraded responsetrigger eventalarm algorithm

苏文伟、马文

展开 >

云南电网有限责任公司信息中心,云南,昆明 650217

时间序列 电网故障 云平台 分级响应 触发事件 报警算法

2024

微型电脑应用
上海市微型电脑应用学会

微型电脑应用

CSTPCD
影响因子:0.359
ISSN:1007-757X
年,卷(期):2024.40(8)
  • 9