韩伟, 段文岩, 杜兴伟, 姚峰, 马伟东, 刘磊. 基于数字孪生的在运安控系统故障诊断方法[J]. 中国电力, 2023, 56(11): 121-127. DOI: 10.11930/j.issn.1004-9649.202306047
引用本文: 韩伟, 段文岩, 杜兴伟, 姚峰, 马伟东, 刘磊. 基于数字孪生的在运安控系统故障诊断方法[J]. 中国电力, 2023, 56(11): 121-127. DOI: 10.11930/j.issn.1004-9649.202306047
HAN Wei, DUAN Wenyan, DU Xingwei, YAO Feng, MA Weidong, LIU Lei. Fault Diagnosis Method for Operational Security Control System Based on Digital Twins[J]. Electric Power, 2023, 56(11): 121-127. DOI: 10.11930/j.issn.1004-9649.202306047
Citation: HAN Wei, DUAN Wenyan, DU Xingwei, YAO Feng, MA Weidong, LIU Lei. Fault Diagnosis Method for Operational Security Control System Based on Digital Twins[J]. Electric Power, 2023, 56(11): 121-127. DOI: 10.11930/j.issn.1004-9649.202306047

基于数字孪生的在运安控系统故障诊断方法

Fault Diagnosis Method for Operational Security Control System Based on Digital Twins

  • 摘要: 数字孪生技术旨在打破虚实界墙,通过虚-实信息链接实现物理实体与虚拟空间的有机融合,模拟出物理实体的实时状态。安全稳定控制系统(简称安控系统)作为保证电网安全稳定运行的第二道防线,一旦发生故障将会给电网的运行造成严重危害。为此,提出一种基于数字孪生的在运安控系统故障诊断方法。首先,通过分析安控系统的一般运行策略和可能存在的故障环节,提出安控系统的数字孪生体系;其次,建立基于海洋捕食者算法优化支持向量机的安控系统故障诊断模型;最后,利用安控系统的运行数据构建样本数据集,验证了所提方法的有效性和正确性。

     

    Abstract: The digital twin technology aims to break through the boundary between virtual and real, achieve organic integration of physical entities and virtual space through virtual real information links, and simulate the real-time state of physical entities. The security and stability control system (security control system) is the second line of defense to ensure the safe and stable operation of the power grid. If it refuses to act or malfunction due to a fault, it will cause serious harm to the operation of the power grid. Therefore, this paper proposes a fault diagnosis method for operational security control system based on digital twins. By analyzing the general operation strategies and possible failure links of the security control system, the digital twin system of the security control system is proposed. And a fault diagnosis model for security control system based on MPA-SVM is established. Finally, the validity and correctness of the proposed method is verified by using the operational data of the security control system to construct the sample datasets.

     

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