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:
Jul. 13, 2021

Filed:

Nov. 18, 2019
Applicant:

Florida Power & Light Company, Juno Beach, FL (US);

Inventors:

Yinuo Du, Palm Beach Gardens, FL (US);

Andrew Wright Kirby, Jupiter, FL (US);

Adam David Meranda, Jupiter, FL (US);

Assignee:

Florida Power & Light Company, Juno Beach, FL (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2006.01); G06N 20/00 (2019.01); G06Q 50/06 (2012.01);
U.S. Cl.
CPC ...
G06N 5/003 (2013.01); G06N 20/00 (2019.01); G06Q 50/06 (2013.01); Y04S 10/50 (2013.01);
Abstract

A system and method is disclosed for using AMI smart meter messaging types and data mining decision trees to determine if local equipment failure is present. The system and method may be used to predict impending failure based upon smart meter message behaviors and to create proactive investigation tickets. The predictions models may be generated from a database of smart meter messaging and customer outage reports. The system and method can be applied to detect failures of higher level device equipment and may be incorporated into customer service processes. The system and method may also be used to determine customer owned equipment failures for referral to electricians.


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