That set will cost a fortune in refills as the canister is tiny. It'd be more worthwhile tracking down a second hand JBl (or equivalent set) or buying the pieces separately.
See here for more info on the DIY approach.
http/www.fishforums.net/index.php?showtopic=254568&st=0&p=2104940&#entry2104940