专利检索 ap:("SAUDI ARABIAN OIL COMPANY") AND inv:"Hamad M. Almarri" 第 1 页

1.

发明公开
METHOD AND SYSTEM FOR PREDICTING THE LIFESPAN OF ELECTRIC SUBMERSIBLE PUMPS USING RANDOM-FOREST MACHINE-LEARNING 审中-公开

公开(公告)号：US20240328303A1

公开(公告)日：2024-10-03

申请号：US18194053

申请日：2023-03-31

申请人： SAUDI ARABIAN OIL COMPANY

发明人： James O. Arukhe , Torty C. Kalu-Ulu , Suhail A. Samman , Hamad M. Almarri

IPC分类号： E21B47/008

CPC分类号： E21B47/008 , E21B2200/22

摘要： A method for predicting a lifespan of an electric submersible pump (ESP) involves obtaining data associated with the ESP, the data originating from different categories, predicting, using a machine learning model, based on the data, a remaining expected life of the ESP, and reporting the remaining expected life.