Sensor data logging tools for predicting system failures

[Alan]

You know that feeling when you wish you had caught a problem earlier? It could have saved you so much time! What sensor data logging tools do you count on to predict failures ahead of time? Let’s swap tips and setups

 

[the0rehunter]

I learned the hard way while operating a loader missed a temp spike and ended up frying a pump. Now, I always keep a small data logger on the hydraulics and check it daily. Trust me, getting an early warning is way better than scrambling for solutions in the afternoon.

 

[Rockbottom]

I started using an affordable USB data logger after dealing with a frustrating sensor failure on a backhoe.
Being able to track pressure and temperature in real time has been a total game-changer.
Sometimes, just spotting trends before an alarm goes off can save me hours of downtime and a whole lot of stress.

 

[rockdrillpro]

I’m a big fan of a straightforward CAN bus logger paired with a couple of thermocouples. There was this one time when a rig started vibrating oddly, and the logs revealed that the bearing was heating up before it finally gave out. That little insight saved me from a complete rebuild definitely a lesson learned.