Method and device for predicting filter element blockage
A filter element blockage and filter element technology, applied in the field of communication, can solve the problems of clean ground, waste of electricity, easy blockage of filter elements, etc.
Active Publication Date: 2019-12-27
BEIJING XIAOMI INTELLIGENT TECH CO LTD
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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 invention relates to a method and a device for predicting filter element blockage. The filter element is used in an intelligent cleaning device. The method for predicting the filter element blockage comprises the following steps: acquiring first cleaning data of the intelligent cleaning device in a first time period; generating second cleaning data sorted according to time by taking a preset time interval as a unit based on the first cleaning data; and according to the second cleaning data and a pre-trained dichotomy correspondence relationship, predicting whether the filter element is tobe blocked in a second time period after the first time period, wherein the pre-trained dichotomy correspondence relationship representing a correspondence relationship between the second cleaning data and whether the filter element is to be blocked in the second time period. According to the method for predicting the filter element blockage, whether the filter element of the sweeping robot is blocked or not in a period of time in the future can be predicted based on the pre-trained dichotomy correspondence relationship according to the data of the sweeping robot, the prediction accuracy is high, a user can replace the filter element in advance conveniently, and 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