Abstract
In the last decades, the petroleum offshore exploration have notably advances. As the result of this process, the amount of well drilling operational data has been intensily increased. The development os sensors and data processing sistems afforded to measure and to record a lot of information involved, which comprise from rig operational parameters until characteristics of the drilled ge…