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.:
Date of Patent:
Sep. 13, 2016
Filed:
May. 12, 2011
Heiko Claussen, North Brunswick, NJ (US);
Justinian Rosca, West Windsor, NJ (US);
Hans-gerd Brummel, Berlin, DE;
Edward David Thompson, Casselberry, FL (US);
Heiko Claussen, North Brunswick, NJ (US);
Justinian Rosca, West Windsor, NJ (US);
Hans-Gerd Brummel, Berlin, DE;
Edward David Thompson, Casselberry, FL (US);
Siemens Aktiengesellschaft, Munich, DE;
Abstract
Systems and methods to monitor a signal from an apparatus are disclosed. A feature extracted from the signal is automatically defined. Signals are received over a period of time wherein the apparatus is in a normal operational mode. Features are classified in a learning mode and are applied to create a reference model that defines a within-normal operational mode. In a testing mode a signal generated by the apparatus is received, a feature is extracted and classified. Instantaneous data generated in operational mode by the apparatus is classified by the system as abnormal if it does not lie within boundaries of the reference model or contains information/structure in an orthogonal subspace. A learned reference model is augmented by a user or automatically. In one illustrative example the apparatus is a power generation equipment and the signal is an acoustic signal.