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:
Dec. 06, 2022

Filed:

Sep. 13, 2018
Applicant:

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

Inventors:

Thiago Bianchi, São Carlos, BR;

Tiago Bertoni Scarton, São Paulo, BR;

Thiago Roberto Fontes Iunes, Santos, BR;

Marlon Nascimento Vicente, Campinas, BR;

Tarcisio Pereira, Säo Paulo, BR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/06 (2012.01); G06N 3/04 (2006.01); G01W 1/10 (2006.01); G06Q 10/00 (2012.01);
U.S. Cl.
CPC ...
G06Q 10/06315 (2013.01); G01W 1/10 (2013.01); G06N 3/0454 (2013.01); G06Q 10/0635 (2013.01); G06Q 10/06311 (2013.01); G06Q 10/20 (2013.01);
Abstract

A method for asset maintenance includes determining a location of an asset, receiving meteorological data corresponding to the location, determining forecasted meteorological conditions for the asset from the meteorological data, determining a forecasted probability of degradation or failure of the asset based, at least in part, on the forecasted meteorological conditions, and dispatching asset maintenance services for the asset responsive to determining that the forecasted probability of degradation or failure of the asset is above a selected threshold. The method may also include collecting sensor data corresponding to the asset, and determining the forecasted probability of degradation or failure of the asset based, at least in part, on the forecasted meteorological conditions and the sensor data. A corresponding apparatus, computer program product, and computer system are also disclosed herein.


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