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.

Patent No.:

US 7937164 B1

PDF
Full Text
Expired
Date of Patent:
May. 03, 2011

Filed:

Sep. 28, 2007
Applicants:

Nikola Samardzija, Minnetonka, MN (US);

Ahmad A. Hamad, Eden Prairie, MN (US);

Inventors:

Nikola Samardzija, Minnetonka, MN (US);

Ahmad A. Hamad, Eden Prairie, MN (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); G06F 19/00 (2006.01); G06F 11/00 (2006.01); G01N 37/00 (2006.01); G01D 3/00 (2006.01);
U.S. Cl.
CPC ...
Abstract

Methods and systems to detect abnormal operations in a process of a process plant include collecting on-line process data. The collected on-line process data is generated from a plurality of dependent and independent process variables of the process, such as a coker heater. A plurality of multivariate statistical models of the operation of the process are generated using corresponding sets of the process data. Each model is a measure of the operation of the process when the process is on-line at different times, and at least one model is a measure of the operation of the process when the process is on-line and operating normally. The models are executed to generate outputs corresponding to loading value metrics of a corresponding dependent process variable, and the loading value metrics are utilized to detect abnormal operations of the process.


Find Patent Forward Citations

Samardzija, Nikola. (2011). Multivariate detection of abnormal conditions in a process plant (U.S. Patent No. 7937164). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/7937164

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