Bearing fault diagnosis based on online symbolic aggregation approximation and streaming deep discriminant analysis

Z Wang, F Ye, J Zeng - Measurement Science and Technology, 2024 - iopscience.iop.org
Rolling bearings are one of the important components of many industrial equipment, and the
timely detection of faults in these bearings significantly contributes to ensuring equipment …

Online Isolation Forest

F Leveni, GW Cassales, B Pfahringer, A Bifet… - openreview.net
The anomaly detection literature is abundant with offline methods, which require repeated
access to data in memory, and impose impractical assumptions when applied to a streaming …