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基于深度学习算法的电力系统故障监测与诊断分析

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阐述利用深度学习算法进行电力系统的故障监测,包括数据收集、预处理、模型训练、故障监测性能的评估指标运用.从故障模式识别、特征提取和分类技术、案例应用方面,介绍故障诊断的方法.
Analysis of Power System Fault Monitoring and Diagnosis Based on Deep Learning Algorithms
This paper expounds the use of deep learning algorithms for fault monitoring in power systems,including data collection,preprocessing,model training,and the application of performance evaluation indicators for fault monitoring.Introduce the methods of fault diagnosis from the aspects of fault pattern recognition,feature extraction and classification technology,and case applications.

deep learning algorithmsfault monitoring and diagnosisfault pattern recognition

郭炬

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国网新源集团有限公司,北京 100052

深度学习算法 故障监测与诊断 故障模式识别

2024

电子技术
上海市电子学会,上海市通信学会

电子技术

影响因子:0.296
ISSN:1000-0755
年,卷(期):2024.53(4)