Spindle sanders should be stored in dry conditions, preferably off the ground. The sanding sleeves should also be stored away in an airtight container to prevent them from deteriorating.
It might be an idea to place a cover over the sander when it is not used to prevent dust and moisture from penetrating the internal mechanisms.