Research on Intelligent Fault Identification Technology for Power Equipment
The good operation status of power equipment is a prerequisite for the safe,reliable,and economical operation of the power system.Utilizing the advantages of artificial intelligence technology algorithms and computing power can significantly improve the fault diag-nosis level of power equipment.This article takes the intelligent identification technology of power equipment faults as the research topic.Firstly,it summarizes the characteristics of power equipment operation fault data,and introduces several new artificial intelligence technolo-gies applied to power equipment fault diagnosis based on the characteristics of multi-source heterogeneity and imbalance in this data.Finally,it summarizes the typical applications of artificial intelligence technology in fault identification business scenarios,Explored the challenges faced by artificial intelligence technology in practical applications at the current stage,and provided prospects for future research directions.
Power equipmentArtificial intelligenceImage recognitionFault diagnosis
NETL
NSTL
万方数据
