PROBABILISTIC DETERMINATION OF HEALTH PROGNOSTICS FOR SELECTION AND MANAGEMENT OF TOOLS IN A DOWNHOLE ENVIRONMENT
Patent №
US 9,784,099
Granted
2017-10-10
Filed 2013
Owner
BAKER HUGHES INCORPORATED
Lab
—
AI components
4
ml · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14132510
A system and method to determine health prognostics for selection and management of a tool for deployment in a downhole environment are described. The system includes a database to store life cycle information of the tool, the life cycle information including environmental and operational parameters associated with use of the tool. The system also includes a memory device to store statistical equations to determine the health prognostics of the tool, and a processor to calibrate the statistical equations and build a time-to-failure model of the tool based on a first portion of the life cycle information in the database.
AI classification
Ownership
BAKER HUGHES INCORPORATED
assignment · 324180381
Assignors
KALE, AMIT ANAND, FALGOUT, TROY A., BURHOE, DAVID, HEUERMANN-KUEHN, LUDGER E., YAO, RICHARD, ALEXY, ALBERT A., LOWSON, PAUL A., NGUYEN, THOMAS, FANINI, OTTO N.
On an employer assignment, the assignors are typically the inventors.