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:
May. 29, 2007

Filed:

Jan. 13, 2005
Applicants:

Donald Karl Frerichs, Shaker Hts., OH (US);

Frank Marvin Toth, Mentor, OH (US);

Steven James Johnson, Punta Gorda, FL (US);

Inventors:

Donald Karl Frerichs, Shaker Hts., OH (US);

Frank Marvin Toth, Mentor, OH (US);

Steven James Johnson, Punta Gorda, FL (US);

Assignee:

ABB Inc., Norwalk, CT (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/30 (2006.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
Abstract

A method and apparatus for detecting mechanical problems in machinery used in a process. A model of the process is developed using a modeling technique such as advanced pattern recognition and the model is used to generate predicted values for a predetermined number of the operating parameters of the process and vibration parameters of the machinery. Statistical process control methods are used to determine if the difference between the predicted and actual measured values for one or more of the parameters exceeds a configured statistical limit. A rule set is used to indicate an actual or probable fault in the machinery.


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