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. 16, 2015

Filed:

Jan. 28, 2013
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Jonathan R. Hosking, Scarsdale, NY (US);

Jayant R. Kalagnanam, Tarrytown, NY (US);

Yada Zhu, White Plains, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/10 (2006.01); G06Q 10/04 (2012.01); G06Q 10/06 (2012.01); G06Q 10/00 (2012.01);
U.S. Cl.
CPC ...
G06Q 10/04 (2013.01); G06Q 10/0635 (2013.01); G06Q 10/20 (2013.01);
Abstract

Systems and methods for failure prediction and maintenance planning are provided. A system for failure prediction and maintenance planning, comprises a statistical modeling module comprising a periodic impact evaluation module capable of identifying periodic effects on the failure risk, a balance equation systems module capable of constructing balance equations with respect to phases of failure times, and an initial phase estimation module capable of estimating an unknown initial phase, wherein one or more of the modules are implemented on a computer system comprising a memory and at least one processor coupled to the memory.


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