The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 25, 2024

Filed:

Jan. 05, 2021
Applicant:

Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);

Inventors:

Suresh R. Nair, Amherst, MA (US);

Lee A. Lane, Medford, MA (US);

Brian J. Taylor, Boston, MA (US);

Yongyao Cai, Maldan, MA (US);

Burt Sacherski, Nashua, NH (US);

Ashley M. Killian, Eastlake, OH (US);

Kevin Zomchek, Nashua, NH (US);

Michelle L. Poublon, Nashua, NH (US);

Linxi Gao, Reading, MA (US);

Timothy P. Wolfe, Medford, MA (US);

Rebecca R. Jaeger, Somerville, MA (US);

Wayne R. Foster, Tyngsborough, MA (US);

Assignee:

Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 29/44 (2006.01); G01M 13/00 (2019.01); G01N 29/14 (2006.01); G01N 29/46 (2006.01); G05B 19/05 (2006.01);
U.S. Cl.
CPC ...
G01N 29/4454 (2013.01); G01M 13/00 (2013.01); G01N 29/14 (2013.01); G01N 29/46 (2013.01); G05B 19/058 (2013.01); G05B 2219/14006 (2013.01);
Abstract

A method for monitoring machine operation for various machine speed and loads includes measuring vibration information at a sensor associated with a machine and an associated machine speed. The machine is a rotating machine. The method includes performing an operational frequency analysis of the vibration information and comparing results from the operational frequency analysis with a vibration signature for the machine. The vibration signature is for a machine speed that matches the machine speed of the measured vibration information. The vibration signature is one of several vibration signatures for the machine where each is for a different machine speed. The method includes identifying a potential failure mode based on a frequency range where the frequency analysis of the measured vibration information exceeds, by a threshold amount, the vibration signature of the plurality of vibration signatures that matches the machine speed, and transmitting an alert comprising the identified potential failure mode.


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