公开(公告)号：US20200302293A1

公开(公告)日：2020-09-24

申请号：US16785855

申请日：2020-02-10

Applicant: ExxonMobil Research and Engineering Company

Inventor： Kuang-Hung Liu ,  Michael H. Kovalski ,  Myun-Seok Cheon ,  Xiaohui Wu

IPC: G06N3/08 ,  G05B19/4155

Abstract: An example apparatus for optimizing output of resources from a predefined field can comprise an Artificial Intelligence (AI)-assisted reservoir simulation framework configured to produce a performance profile associated with resources output from the field. The apparatus can further comprise an optimization framework configured for determining one or more financial constraints associated with the field, the optimization framework providing the one or more financial constraints to the AI-assisted reservoir simulation framework, and a deep learning framework configured for training a neural network for use by the optimization framework. The AI-assisted reservoir simulation framework determines, as an output, a plurality of actions for optimizing output of resources from the field.