How do you store away freshly peeled and sliced potatoes?
The main problem with storing pre-cut potatoes is oxidation, where they start to turn brown from contact with the air.   To prevent this, store them submerged in water.  You can get about 24 hours, refrigerated, in this manner.  

This is is how restaurants that do natural cut fries store the pre-cut fries.