You entered a contract by winning the item and unless it's written there in the description it means nothing. Payment to be received within 15 minutes of auction ending was NOT in that description.

Sounds to me like he changed his mind selling it - keep an eye out incase it gets re listed, bet it doesn't!

In which case, is there an option for you as a buyer to report him to ebay or make some sort of formal complaint?