Good morning everyone,
I am conducting an analysis of potential equipment failures through telemetry data.

I am very biased in all analyses, performing correlations and trying to identify different behaviors of each variable.

Do you have or know of anything new to identify these failures? And what would be the best way to do this?

I am analyzing the correlations of the alarm generated with the other sensors, visualizing the index of when the alarm was activated and the index of when it was deactivated, and plotting it on a timeline graph.