公开(公告)号：US11842553B2

公开(公告)日：2023-12-12

申请号：US17287821

申请日：2019-11-15

Applicant: ExxonMobil Technology and Engineering Company

Inventor： Christopher J. Vander Neut ,  Matthew L. Dinslage ,  Thomas A. Schiff

IPC: G06V20/64 ,  G06V10/764

CPC classification number: G06V20/64 ,  G06V10/764 ,  G06V2201/06

Abstract: Aspects of the technology described herein describe a system for detecting and reducing wear in industrial equipment. Aspects of the technology use 3D image data from a field inspection of industrial equipment to identify and quantify wear. The wear can be detected by providing the images from the field inspection to a computer classifier for recognition. Aspects of the technology also use machine learning to recommend a change to the operation of the equipment to minimize wear. Such a change could include load shedding, lube oil feed rate changes, prompts for maintenance, etc. Through incorporation of the wear data into the control system, the equipment can automatically change operation to improve wear performance and increase the durability and lifetime of the equipment.