Method for predicting clogging of filter element and device for predicting clogging of filter element
A filter element blockage and filter element technology, applied in the field of communication, can solve the problems of easy blockage of the filter element, clean the ground, and inability to use a sweeping robot, etc., and achieve the effect of good user experience.
Active Publication Date: 2022-03-18
BEIJING XIAOMI INTELLIGENT TECH CO LTD
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Problems solved by technology
However, in actual use, because the filter element of the sweeping robot is constantly exposed to dust during work, it is easy to clog
[0003] On the one hand, when the filter element of the sweeping robot is clogged, users may continue to use the sweeping robot because they do not know the clogging of the filter element, resulting in a waste of electricity and the inability to clean the ground, affecting user experience
On the other hand, when the filter element of the sweeping robot is blocked, the user will contact the after-sales service or the merchant to replace it. During this waiting period, the sweeping robot cannot be used
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[0037] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.
[0038] The technical solutions of the exemplary embodiments of the present disclosure may be applied to various communication systems for data processing. The communication system includes a terminal and a server, but the present disclosure is not limited thereto.
[0039] In the exemplary embodiments described below, a terminal may be a mobile terminal, also referred to as user equipment UE, m...
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The present disclosure relates to a method for predicting clogging of a filter element and a device for predicting clogging of a filter element. The filter element is used in intelligent cleaning equipment, and the method of predicting the clogging of the filter element: obtain the first cleaning data of the intelligent cleaning equipment in the first time period; based on the first cleaning data, generate the second time-ordered time interval based on the preset time interval. Cleaning data; predict whether the filter element will be blocked in the second time period after the first time period according to the second cleaning data and the pre-trained binary classification correspondence, wherein the pre-trained binary classification correspondence represents the second cleaning data and the filter element Correspondence between whether it will be blocked in the second time period. The disclosed method for predicting filter clogging can predict whether the filter core of the sweeping robot will be clogged in a period of time in the future based on the data of the sweeping robot and based on the pre-trained two-category correspondence relationship. The prediction accuracy is high, and it is convenient for users to replace the filter in advance. The user experience is good.
Description
technical field [0001] The disclosure relates to the field of communication technology, and in particular to a method and a device for predicting filter clogging. Background technique [0002] In related technologies, sweeping robots are widely used as IOT products. However, in actual use, the filter element of the sweeping robot is prone to clogging due to constant contact with dust during work. [0003] On the one hand, when the filter element of the sweeping robot is clogged, users may continue to use the sweeping robot because they do not know the clogging of the filter element, resulting in waste of electricity and failure to clean the ground, affecting user experience. On the other hand, when the filter element of the sweeping robot is blocked, the user will contact the after-sales service or the merchant to replace it. During this waiting period, the sweeping robot cannot be used. Contents of the invention [0004] In order to overcome the problems existing in the...
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IPC IPC(8): G06K9/62
CPCG06F18/24
Inventor 孟庆春赵辉华
Owner BEIJING XIAOMI INTELLIGENT TECH CO LTD