... implementation downtime event classification asset hierarchy reliability hierarchy correlation platform ml model additional feature upstream oil & gas indicator machine learning operation Alsina , E. , Chica , M. , Trawinski , K. , & Regattieri , A. ( 2018...

... specific case studies demonstrating how machine learning has been proven and scaled in a deployed environment, with tangible increase in offshore production leading to significant business value to the operator. machine learning offshore technology conference subsystem downtime event filter...