Patent · US Active

Method and system for detection of an abnormal state of a machine using image data and artificial intelligence

US11360467B2 · kind B2 · utility

1Cited by

1References

15Claims

0Family size

Assignee

Siemens Aktiengesellschaft · DE

Inventors

Felix Buggenthin · Munich, DE
Tobias JÄGER · Schwabach, DE
Steffen Lamparter · Straubing, DE
Michal Skubacz · Drolshagen, DE
Ingo Thon · Grasbrunn, DE

Key dates

Filing date	Jul 17, 2018
Grant date	Jun 14, 2022
Priority date	—
Expiry date	Nov 24, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG05B2219/40201
WIPO fieldControl
WIPO sectorInstruments

Abstract

An object recognition apparatus for automatic detection of an abnormal operation state of a machine including a machine tool operated in an operation space monitored by at least one camera configured to generate camera images of a current operation scene is provided. The generated camera images are supplied to a processor configured to analyze the current operation scene using a trained artificial intelligence module to detect objects present within the current operation scene. The processor is also configured to compare the detected objects with objects expected in an operation scene in a normal operation state of the machine to detect an abnormal operation state of the machine.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.