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Distributed Energy Resource (DER) environments rely on network communication protocols to coordinate control commands, measurements, and device states across edge assets and cloud systems. Edge anomaly detection systems (ADS) monitor this traffic to identify deviations from normal communication behavior, flagging suspi...
The electric power grid is undergoing a fundamental transformation driven by the widespread deployment of distributed energy resources (DERs), digital substations, advanced metering infrastructure (AMI), and Industrial Internet of Things (IIoT) devices. Cloud platforms and edge computing are increasingly used to suppor...
An XAI-based anomaly detection framework tailored for DER networks (ExCYDER) that distinguished between coherent and inconsistent alerts without compromising detection accuracy, demonstrating that integrated verification within XAI-based ADS enhances interpretability, auditability, and operational robustness for DER-fo...
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