Research on Automatic Control Method of Relay Protection in Distribution Network Based on Machine Learning
In modern distribution networks,relay protection systems play a vital role,ensuring the stability and security of the power grid.With the development of artificial intelligence technology,especially the advancement of machine learning,a new idea is provided to enhance the intelligence and automation level of relay protection systems.Machine learning can learn from historical data to identify patterns and anomalies,allowing for more precise and adaptive fault identification and response.This article first introduces the basic concepts of machine learning and its application scenarios in relay protection.It describes in detail the design and implementation of automatic control methods based on machine learning.Through the comprehensive application of these technologies,it shows how to enhance configuration through machine learning.The level of automation and intelligence of power grid relay protection provides effective technical support for achieving more efficient and reliable power grid operations.
machine learning algorithmdistribution network relay protectionautomation control
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