机器学习和大数据分析在电气设备识别及故障预警中的应用
Application of Machine Learning and Big Data Analysis in Electrical Equipment Identification and Fault Warning
王佳倩 1陈佳骏1
作者信息
- 1. 国网上海奉贤供电公司,上海 201400
- 折叠
摘要
阐述基于机器学习和大数据技术的电气设备识别及故障预警系统的设计与应用.探讨机器学习算法、深度学习算法和强化学习算法在电气设备识别中的应用,以及数据挖掘、数据分析和数据预处理技术在故障预警中的作用.
Abstract
This paper describes the design and application of an electrical equipment identification and fault warning system based on machine learning and big data technology.It explores the application of machine learning algorithms,deep learning algorithms,and reinforcement learning algorithms in electrical equipment recognition,as well as the role of data mining,data analysis,and data preprocessing techniques in fault warning.
关键词
电气设备识别/故障预警/机器学习/深度学习/强化学习/数据挖掘Key words
electrical equipment recognition/fault warning/machine learning/deep learning/reinforcement learning/data mining引用本文复制引用
出版年
2024
NETL
NSTL
万方数据