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. 19, 2022

Filed:

Aug. 30, 2019
Applicant:

Lg Electronics Inc., Seoul, KR;

Inventors:

Myunghun Im, Seoul, KR;

Hwanjin Jung, Seoul, KR;

Seonhwa Yu, Seoul, KR;

Kyungchul Woo, Seoul, KR;

Jaehyun Kim, Seoul, KR;

Sunggyun Kim, Seoul, KR;

Assignee:

LG Electronics Inc., Seoul, KR;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
D06F 37/30 (2020.01); D06F 39/00 (2020.01); D06F 34/18 (2020.01); D06F 103/04 (2020.01); D06F 103/06 (2020.01); D06F 103/24 (2020.01); D06F 103/46 (2020.01); D06F 105/00 (2020.01); D06F 105/48 (2020.01); D06F 33/32 (2020.01);
U.S. Cl.
CPC ...
D06F 34/18 (2020.02); D06F 33/32 (2020.02); D06F 2103/04 (2020.02); D06F 2103/06 (2020.02); D06F 2103/24 (2020.02); D06F 2103/46 (2020.02); D06F 2105/00 (2020.02); D06F 2105/48 (2020.02);
Abstract

Disclosed is an artificial intelligence laundry treatment apparatus including a washing tub configured to receive laundry, the washing tub being configured to be rotatable, a motor configured to rotate the washing tub, a controller configured to control the motor such that the washing tub is rotated while being accelerated, and a current sensing unit configured to sense current of the motor at predetermined time intervals, wherein the controller is configured to input, to an input layer of an artificial neural network pre-trained based on machine learning, input data generated by processing current values sensed by the current sensing unit while the motor is accelerated within a range within which the laundry moves in the washing tub according to a predetermined parsing rule in order to obtain at least one of laundry weight or laundry quality from output of an output layer of the artificial neural network.


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