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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.:

US 10983496 B1

PDFFull Text
Expired
Date of Patent:
Apr. 20, 2021

Filed:

Oct. 13, 2020

Apparatus and method for non-intrusive load monitoring aided hybrid high and low frequency approaches

Applicant:

King Abdulaziz University, Jeddah, SA;

Inventors:

Abdulah Jeza Aljohani, Jeddah, SA;

Abdolmaged Alkhulaifi, Jeddah, SA;

Assignee:

King Abdulaziz University, Jeddah, SA;

Attorney:

W & C IP

Primary Examiner:

Ziaul Karim

Int. Cl.
CPC ...
G05B 19/042 (2006.01); G06Q 50/06 (2012.01); G06Q 50/16 (2012.01); G07C 9/00 (2020.01); G06N 3/08 (2006.01); H02J 13/00 (2006.01); H04W 4/021 (2018.01); G01R 21/133 (2006.01);
U.S. Cl.
CPC ...
G05B 19/0428 (2013.01); G01R 21/1333 (2013.01); G06N 3/08 (2013.01); G06Q 50/06 (2013.01); G06Q 50/163 (2013.01); G07C 9/00 (2013.01); H02J 13/00002 (2020.01); H02J 13/00024 (2020.01); H02J 13/00026 (2020.01); H04W 4/021 (2013.01); G05B 2219/23238 (2013.01); H02J 2310/14 (2020.01);
Abstract

An apparatus and method are used for disaggregating and classifying energy consumption data from the overall energy consumption data of a building. Both high frequency sampling data classified by a convolutional neural network running on a cloud server and low frequency sampling data analyzed by a convolutional neural net running locally on an electric smart meter are used in the method. A control circuit switches between high and low frequency sampling modes based on the activity level of the building. Individual devices can also be controlled through a mobile application connected to the control circuit.

Find Patent Forward Citations

Aljohani, Abdulah. (2021). Apparatus and method for non-intrusive load monitoring aided hybrid high and low frequency approaches (U.S. Patent No. 10983496). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10983496

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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