We propose to develop inexpensive, self-adapting, anomaly detection algorithms and to apply them to critical monitoring tasks. Specifically in Phase I we focus on mechanical failure of pumps which are used in key Navy systems, for example, for ship board fire pumps. Prior experience with data…
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