METHOD OF DETERMINING REPLACEMENT TIME OF FILTER AND AIR CONDITIONER THAT DETERMINES REPLACEMENT TIME OF FILTER

Patent №

US 11,262,091

Granted

2022-03-01

Filed 2019

Owner

LG ELECTRONICS INC.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16568006

Disclosed herein is an air conditioner that determines the replacement time of a filter. The air conditioner may include a filter for filtering particles in air that is suctioned, a first camera disposed so as to monitor the state of the filter, and a controller for analyzing an image of the filter acquired from the first camera through a deep neural network model trained using machine learning in order to determine a pollution level of the filter. The controller may be configured to determine the time at which the filter is to be replaced based on at least the pollution level of the filter, and may be further configured to use information collected from other electronic devices in an Internet-of-Things environment connected as a 5G communication environment in order to determine the time at which the filter is to be replaced.

Machine learningVisionPlanningAI hardwareF24F 11/39B01D 46/0047B01D 46/0086B01D 46/24B01D 46/2403B01D 46/429B01D 46/442B01D 46/46+7 more

AI classification

Machine learning1.00
Vision1.00
Planning0.86
AI hardware0.61
Knowledge representation0.01
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

LG ELECTRONICS INC.

assignment · 503620023

Assignors

KIM, DAE OK

On an employer assignment, the assignors are typically the inventors.

From the same owner

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