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{{Disclaimer}}
''This page is about the applications of machine learning (ML) in the context of predictive maintenance. For an overview of predictive maintenance more generally, please see the [https://en.wikipedia.org/wiki/Predictive_maintenance Wikipedia page] on this topic.''
Quickly detecting power system faults can help reduce power system waste or improve the utilization of low-carbon energy resources. ML can help detect faults in real time from sensor data, or even forecast them ahead of time to enable preemptive maintenance.
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