This article from MarketWatch describes the difficulty OPEC has maintaining its agreements to limit output. Here is a money quote.

"... non-signatories represent a critical mass whose increased production as prices rise will compensate for a good portion of the quantities that OPEC and its partners have promised to remove ... This is besides that experience shows the deal’s signatories are likely to cheat each other."