Artificial intelligence washing machine and controlling method therefor
A technology of washing machine and artificial neural network, which is applied in the field of washing machine and washing machine control, can solve the problems of washing performance clothes damage, unexpectable washing performance, damaged clothes, etc.
Active Publication Date: 2020-03-27
LG ELECTRONICS INC
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AI Technical Summary
Problems solved by technology
Sufficient washing performance cannot be expected if only the amount of laundry is considered when setting the washing operation
[0010] In addition, there is a problem that even in the case of the same washing operation, the degree of damage to the laundry varies depending on the type of laundry, and the washing operation set considering only the amount of laundry damages the laundry
[0017] The existing technology only detects the amount of laundry, and there are problems of washing performance and laundry damage as described above
Method used
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Embodiment Construction
[0060] Exemplary embodiments of the present invention are described in detail with reference to the accompanying drawings. The same reference numbers are used throughout the drawings to refer to the same or like parts. Detailed descriptions of well-known functions and structures incorporated herein may be omitted to avoid obscuring the subject matter of the present invention. Preferred embodiments of the invention will now be described in detail, examples of which are illustrated in the accompanying drawings. The suffixes "module" and "unit" among components used in the following description are given only in consideration of ease of preparation of this specification, and have no specific meaning or function. Accordingly, the suffixes "module" and "unit" may be used interchangeably.
[0061] figure 1 is a sectional view of the washing machine according to the embodiment of the present invention. figure 2 is showing figure 1 A block diagram of the control relationships am...
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The invention provides an artificial intelligence washing machine and a controlling method therefor. The present invention relates to a washing machine and a control method of washing machine. The control method of washing machine includes: a first detection step of acquiring amount of laundry accommodated in a washing tub; a first washing step of performing washing based on a first laundry amount, when the first laundry amount acquired in the first detection step is equal to or larger than a preset first threshold value; a second detection step of, after the first washing step, acquiring thelaundry amount accommodated in the washing tub by an output of an output layer of an artificial neural network while using a current value input to a motor for rotating the washing tub during an accelerated rotation of the washing tub as an input data of an input layer of the artificial neural network previously learned by machine learning; and a second washing step of performing washing based ona second laundry amount, when the second laundry amount acquired in the second detection step is smaller than the first threshold value.
Description
technical field [0001] The present invention relates to a washing machine and a control method of the washing machine, and more particularly, to a washing machine and a control method of the washing machine that perform laundry amount detection and laundry material detection based on machine learning. Background technique [0002] In general, a washing machine is a device for separating pollutants from clothes, bedding, etc. (hereinafter referred to as "clothes") by utilizing chemical decomposition of water and detergent, physical effects such as friction between water and clothes, and the like. [0003] Washing machines are classified into agitator type washing machines, scroll type washing machines, and drum type washing machines. Among these washing machines, a drum type washing machine is provided with a water storage tank for storing water and a washing tub rotatably disposed in the water storage tank and containing laundry. The washing tub is provided with a plurality...
Claims
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IPC IPC(8): D06F33/36D06F34/18D06F103/04D06F103/68
CPCG06T2207/20084D06F34/18D06F2101/20D06F2105/58D06F2103/06D06F2103/24D06F2103/04D06F33/36D06F2103/46D06F2103/02D06F2105/60D06F2105/54D06F2105/00G06N3/084G06N3/047G06N3/044G06N3/045D06F34/28D06F37/304D06F2105/48G06N3/08
Inventor 林明训郑还镇柳善化金城均禹景喆
Owner LG ELECTRONICS INC