公开(公告)号：US11499413B2

公开(公告)日：2022-11-15

申请号：US16226120

申请日：2018-12-19

Applicant: Chevron U.S.A. Inc.

Inventor： Wangming Lu ,  Wei Wu

IPC: E21B17/01 ,  G06N3/08 ,  G06N5/04 ,  G06N20/00 ,  E21B47/007 ,  G06N3/04

Abstract: Methods, systems, and storage media for predicting physical changes to a wellhead coupled to a riser in an aquatic volume of interest are disclosed. Exemplary implementations may: obtain training data; obtain a machine learning algorithm; generate a riser response model by applying a machine learning algorithm to the training data; store the riser response model, obtain target environmental data, target tension data, and target mud data, generate predicted riser response data, transform predicted riser response data, generate a representation, and display the representation.