Automated Anomaly Detection in Distribution Grids Using Micro-PMU Measurements
Jamei, M., Scaglione, A., Roberts, C., Stewart, E., Peisert, S., McParland, C., McEachern, A.
Abstract
The impact of Phasor Measurement Units (PMUs) for providing situational awareness to transmission system op-erators has been widely documented. Micro-PMUs (µPMUs) are an emerging sensing technology that can provide similar benefits to Distribution System Operators (DSOs), enabling a level of visibility into the distribution grid that was previously unattainable. In order to support the deployment of these high resolution sensors, the automation of data analysis and prioritizing communication to the DSO becomes crucial. In this paper, we explore the use of µPMUs to detect anomalies on the distribution grid. Our methodology is motivated by growing concern about failures and attacks to distribution automation equipment. The effectiveness of our approach is demonstrated through both real and simulated data.
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