Hmm, I don't see why your system wouldn't be able to handle RPG-Maker. If you haven't already tried reinstalling the game, it may be related to memory usage. Try closing any unnecessary background programs when playing, and give it another go.
Apologies if I'm not of much help.
-RegalBuster