Can I re-use the original baseline after I remove and replace the IPI chain?

Probably not. If sensors are pulled from the casing and then reinstalled, the previous baseline readings are unlikely to compare well. Output will stabilize after some time passes, but even slight differences in the positioning of the sensors will appear as changes (movement) in plots. It is better to establish a new baseline.