If you are using a bucket style wheel, so long as you don't get the bearings wet, they shouldn't rust. I have a wheel here that is still in use that is nearing 12 years old now. Its on its 2nd set of bearings. I made the mistake and got the first set wet.
What type are you using now, and where is it rusting?