公开(公告)号：US20240119339A1

公开(公告)日：2024-04-11

申请号：US17936492

申请日：2022-09-29

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： John S. WERNER ,  Arkadiy O. TSFASMAN ,  Dane WARREN ,  Charles BENE ,  Ryan MULHERN ,  Thomas C. REED

IPC: G06N20/00 ,  G06K9/62

CPC classification number: G06N20/00 ,  G06K9/6215 ,  G06K9/6251 ,  G06K9/6256 ,  G06K9/6262

Abstract: Machine learning-based part selection in relation to one or more end use environmental conditions is provided. The process includes training a machine learning model to facilitate evaluation of a part for use in a product based on an environmental condition. Further, the process includes receiving measurement data for the part, and establishing a score for the part by comparing the measurement data for the part to a specification for the part. In addition, the method includes using the machine learning model and the established score for the part in determining whether to use the part in the product based on the environmental condition.