2 aging linear axis with abnormal behavior

These data are related to 2 linear axis. Linear axis are mechanical axis, typically used in packaging machines.
Published by Schneider Electric

Overview

2 aging linear axis with abnormal behavior
These data are coming from an aging experimentation, where the linear axis are running in a repetitive way for a long time. The data were collected once the linear axis was close to end of life, and show abnormal behaviors.

After 3 days of monitoring, the axis has broken down. The experiment was aiming at testing and comparing the capability of several algorithms to early detect faults or anomalies.

2 aging linear axis with abnormal behavior

Details

Developer Resources