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泛在电力物联网下电网视频监控设备状态感知方法研究

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随着传统电网与信息技术之间的融合越来越深,电网视频监控设备的安全漏洞成为无法忽视的风险,设计泛在电力物联网下电网视频监控设备状态感知方法.设计用于电网视频监控设备状态感知的泛在电力物联网,实现状态感知网络架构的搭建与监控设备物理状态数据、网络运行状态数据的采集.由于采集的网络运行状态数据往往含有较多噪声,通过基于概率无向图的数据去噪方法对其实施去噪处理.基于ER推理算法分析电网视频监控设备的系统内部事件,基于状态感知泛在电力物联网,利用集成内部环境的多种安全因素获取观测方程,构建最大似然函数,实施其参数求解,获取电网视频监控设备安全感知状态.测试结果表明,该方法在不同入侵条件下网络安全状态漏感比率与误感比率均较低.
Research on State Perception Method of Power Grid Video Monitoring Equipment under the ubiquitous Power Internet of Things
With the deepening integration between traditional power grids and information technology,the security vulnerabilities of power grid video monitoring equipment have become an undeniable risk.Therefore,a state perception method for power grid video monitoring equipment under the ubiquitous power Internet of Things is designed.Design an ubiquitous power Internet of Things(IoT)for power grid video monitoring equipment state perception,to achieve the construction of a state aware network architecture and the collection of physical state data and network operation state data of monitoring equipment.Due to the fact that the collected network operation status data often contains a lot of noise,a denoising method based on probability undirected graph is used to denoise it.The ER reasoning algorithm is used to analyze the system internal events of power grid video monitoring equipment.Based on the state per-ception ubiquitous power Internet of Things,the observation equation is obtained by using multiple security factors integrating the in-ternal environment,the maximum likelihood function is constructed,and its parameter solution is implemented to obtain the security perception state of power grid video monitoring equipment.The test results show that the method has low leakage and false detection rates in network security states under different intrusion conditions.

ubiquitous power IoTCo AP communication protocolpower grid video monitoring equipmentER inference algo-rithmstate perception

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广东电网有限责任公司汕尾供电局,广东汕尾 516699

泛在电力物联网 Co AP通信协议 电网视频监控设备 ER推理算法 状态感知

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031500WS24220001

2024

自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
年,卷(期):2024.(1)
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