Phasor Measurements-Aided Decision Trees for Power System Security Assessment

机译：相量测量辅助决策树，用于电力系统安全评估

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This paper describes a data mining algorithm in power system security assessment. Decision tree (DT) is utilized for on-line status appraisal of a realistic Chinese power grid model for the first time. Using knowledge database that covers all possible pre-fault operating conditions, decision rules in the form of hierarchical trees are developed for on-line assessment. Furthermore, phasor measurement units (PMU) are taken into consideration to better decision treepsilas performance. The results demonstrate that the proposed data mining scheme is able to identify crucial security indicators and gives reliable security predictions. In addition, voltage phase angle difference that obtained by PMU is proved helpful in improving DTpsilas identification accuracy.

机译：本文介绍了一种用于电力系统安全评估的数据挖掘算法。决策树（DT）首次用于现实中国电网模型的在线状态评估。利用涵盖所有可能的故障前运行条件的知识数据库，可以开发出层次树形式的决策规则，以进行在线评估。此外，考虑了相量测量单元（PMU），以更好地确定决策树性能。结果表明，提出的数据挖掘方案能够识别关键的安全指标并给出可靠的安全预测。此外，事实证明，通过PMU获得的电压相角差有助于提高DTpsilas识别精度。

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《International Conference on Information and Computing Science;ICIC '09》|2009年|358-361|共4页
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Zhiyong Li; Weilin Wu;
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data mining; decision trees; phase measurement; power engineering computing; power grids; power system faults; power system measurement; power system reliability; power system security; data mining algorithm; decision tree scheme; knowledge database; on-line status appraisal; phasor measurement units; power system security assessment; pre-fault operating conditions; realistic Chinese power grid model; reliable security prediction;

机译：数据挖掘;决策树;相位测量;电力工程计算;电网;电力系统故障;电力系统测量;电力系统可靠性;电力系统安全性;数据挖掘算法;决策树方案;知识数据库;在线状态评估;相量测量单位;电力系统安全评估;故障前运行条件;真实的中国电网模型;可靠的安全预测;

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1. PMU based voltage security assessment of power systems exploiting principal component analysis and decision trees [J] . Hanieh Mohammadi, Maryam Dehghani International Journal of Electrical Power & Energy Systems . 2015,第jana期

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2. Decision trees for fast security assessment of autonomous power systems with a large penetration from renewables [J] . Hatziargyriou N.D., Papathanassiou S.A. IEEE Transactions on Energy Conversion . 1995,第2期

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3. Real-time power system dynamic security assessment based on advanced feature selection for decision tree classifiers [J] . Qusay AL-GUBRI, Mohd Aifaa MOHD ARIFF Turkish Journal of Electrical Engineering and Computer Sciences . 2018,第4期

机译：基于高级特征选择的决策树分类器实时电力系统动态安全评估
4. Phasor Measurements-Aided Decision Trees for Power System Security Assessment [C] . Zhiyong LI, Weilin WU International Conference on Information and Computing Science . 2009

机译：Phasor测量 - 用于电力系统安全评估的辅助决策树
5. Power system online security assessment using synchronized phasor measurements and decision trees. [D] . Diao, Ruisheng. 2009

机译：使用同步相量测量和决策树进行电力系统在线安全评估。
6. Security Threat Assessment of an Internet Security System Using Attack Tree and Vague Sets [O] . Kuei-Hu Chang -1

机译：使用攻击树和Vague集的Internet安全系统的安全威胁评估
7. Decision tree approach to power systems security assessment [O] . Wehenkel, Louis, Pavella, Mania 1993

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8. Combat Air Power: Joint Mission Assessments Could Enhance Investment Decisions.Statement of Richard Davis, Director, National Security Analysis, National Security and International Affairs Division [R] . 1997

机译：打击空中力量：联合任务评估可以加强投资决策。理查德戴维斯的声明，国家安全和国际事务司国家安全分析主任

Phasor Measurements-Aided Decision Trees for Power System Security Assessment

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