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:
Nov. 22, 2022
Filed:
Feb. 26, 2020
Applicant:
Sweetsense, Inc., Denver, CO (US);
Inventors:
Daniel Wilson, Denver, CO (US);
Jeremy Coyle, Denver, CO (US);
Evan Thomas, Denver, CO (US);
Skot Croshere, Denver, CO (US);
Assignee:
SWEETSENSE, INC., Denver, CO (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06Q 50/06 (2012.01); H04Q 9/00 (2006.01); G06Q 10/00 (2012.01); H04L 67/12 (2022.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/20 (2013.01); G06Q 50/06 (2013.01); H04Q 9/00 (2013.01); H04L 67/12 (2013.01); H04Q 2209/10 (2013.01); H04Q 2209/70 (2013.01);
Abstract
Methods and systems for collecting and analyzing sensor data to predict water fixture failure and water consumption are provided. In one embodiment, a method is provided that includes receiving sensor data regarding a water fixture. Changepoints may then be calculated within the sensor data and the sensor data may be split into intervals at the changepoints. A machine learning model may then be used to classify the intervals and a status of the water fixture and water consumption may be identified based on the classified intervals.