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. 21, 2021

Filed:

May. 07, 2019
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventor:

Michael Patrick Colena, Hollis, NH (US);

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/00 (2012.01); G06Q 10/06 (2012.01); G06Q 10/10 (2012.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06Q 10/20 (2013.01); G06N 7/005 (2013.01); G06Q 10/067 (2013.01); G06Q 10/1097 (2013.01);
Abstract

Using constraint programming (CP) to obtain a machine maintenance schedule is described. A data model generator generates a CP data model, including a set of task elements representing a set of maintenance tasks, and a set of time elements representing a set of time windows. The CP data model further includes a constraint that requires each task element to be assigned a time window from a respective domain, such that each time element is assigned a task count from a respective domain. A search directive generator generates a CP search directive, including applying different time window prioritization methods to maintenance tasks for machines having different failure probabilities. One prioritization method may prioritize time windows based on delinquency costs. Another prioritization method may prioritize time windows based on a current maintenance schedule. A CP solver determines a proposed maintenance schedule based on the CP data model and the CP search directive.


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