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基于知识图谱的电力系统调度运行风险联动模型

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为了提升电力系统调度运行过程中应对复杂运行风险的能力,保证电网调度控制的处置安全性和高效性,提出了一种基于知识图谱的电力系统调度运行风险联动模型.利用知识图谱构建电力系统运行状态与调度操作关联模型,通过知识抽取等环节构建调度运行风险联动模型,融合使用三种自然语言序列标注模型完成了知识图谱搭建.仿真分析证明了模型所搭建的知识图谱在实体识别和风险分析等方面的有效性,具有应用价值.
Risk Linkage Model for Power System Dispatching and Operation Based on Knowledge Graph
In order to enhance the ability to cope with complex operational risks during the dispatch and operation of the power system,and ensure the safety and efficiency of power grid dispatch control,a knowledge graph-based risk linkage model for power system dispatch and operation was proposed.A knowledge graph was used to construct a correlation model between the operation status and scheduling operations of the power system.A scheduling operation risk linkage model was constructed through knowledge extraction and other processes,and three natural language sequence annotation models were integrated to complete the construction of the knowledge graph.The simulation analysis has proven the effectiveness of the knowledge graph constructed by the model in entity recognition,risk analysis,and other aspects,which has application value.

knowledge graphknowledge extractionpower systemsdispatching and operationoperation risk

徐朝兵、杜江、郜晓娜、殷思琦

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贵州电网有限责任公司遵义供电局,贵州遵义 563000

知识图谱 知识抽取 电力系统 调度运行 运行风险

2024

电气自动化
上海电气自动化设计研究所有限公司 上海市自动化学会

电气自动化

CSTPCD
影响因子:0.377
ISSN:1000-3886
年,卷(期):2024.46(6)