Research on the Integration of Internet of Things and Big Data Analysis in Predictive Maintenance of High-voltage Substations
With the rapid development of the Internet of Things(IoT)and big data analytics technologies,their application in predictive maintenance for high-voltage substations has become increasingly widespread.This article delves into the integration methods and practical applications of IoT and big data analytics in predictive maintenance for high-voltage substations,highlighting the importance of these two technologies in improving grid stability,reducing failure rates,and lowering maintenance costs.The article introduces the crucial role of IoT in data collection,transmission,and processing,and further analyzes how big data analytics provides decision support for predictive maintenance through mining vast amounts of data.Case studies are presented to demonstrate the specific applications and effectiveness of IoT and big data analytics in predictive maintenance for high-voltage substations.
Internet of Thingsbig data analyticshigh-voltage substationpredictive maintenance
NETL
NSTL
万方数据
