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:
Mar. 30, 2021
Filed:
Mar. 15, 2019
K4connect Inc., Raleigh, NC (US);
Kuldip Pabla, San Jose, CA (US);
Diana Henderson Gore, Raleigh, NC (US);
Anthony Sist, Raleigh, NC (US);
K4CONNECT INC., Raleigh, NC (US);
Abstract
A home automation (HA) system may include HA operation devices within a user living area and an HA hub device to provide communications for the HA operation devices. The HA system may also include at least one controller configured to store historical operational data for each of the HA operation devices based upon a user within the user living area, and use machine learning to determine a predicted operational pattern of at least one of the HA operation devices based upon the stored historical operational data. The at least one controller may also be configured to monitor operation of the HA operation devices and determine therefrom an HA operation device deviation from the predicted operational pattern, and generate a notification based upon the determined HA operation device deviation.