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Intelligent control method and intelligent control device of air conditioner

An intelligent control and air conditioner technology, which is applied in space heating and ventilation control input, control input involving environmental factors, mechanical equipment, etc., can solve problems such as inaccurate start-up conditions of intelligent air conditioners, and reduce the difficulty of prediction and calculation. The effect of reducing uncertainty and providing user experience

Active Publication Date: 2020-12-25
QINGDAO HAIER AIR CONDITIONER GENERAL CORP LTD +1
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AI Technical Summary

Problems solved by technology

[0004] Although the existing technology has provided many smart start-up solutions for air conditioners, these solutions are often questioned by users, and some users even reported that the start-up conditions of smart air conditioners are not accurate, which has brought more troubles

Method used

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  • Intelligent control method and intelligent control device of air conditioner
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  • Intelligent control method and intelligent control device of air conditioner

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Embodiment Construction

[0027] figure 1 is a schematic diagram of data interaction of the air conditioner 10 according to an embodiment of the present invention. An air conditioner control application (App) or other control clients (Clients) are installed on the terminal device 20 (including but not limited to various mobile terminals). The user of the air conditioner 10 can configure the functions and application scenarios of the air conditioner 10 through an application program or a client.

[0028] The network data platform 30 can be used to collect and record the operating data of the air conditioner 10, collect and record user behavior information, and the like. The network data platform 30 can perform machine learning model training on the operating data of the air conditioner 10 and user behavior information, and use the trained model to perform predictive calculation of the air conditioner 10 . Wherein, the decision-making conditions for predictive calculation include the indoor and outdoor...

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Abstract

The invention provides an intelligent control method and intelligent control device of an air conditioner. The intelligent control method of the air conditioner comprises the steps that when the air conditioner is in a standby state, environmental parameters of the operating environment of the air conditioner are obtained; a startup prediction model of the air conditioner is obtained, wherein thestartup prediction model is obtained by training through a machine learning algorithm by taking the startup state of the air conditioner and the corresponding environment data as training samples; theenvironmental parameters are input into the startup prediction model; prediction calculation is carried out by utilizing the startup prediction model to obtain startup conditions and startup parameters of the air conditioner; and after the startup conditions are met, the air conditioner is controlled to be started according to the startup parameters. According to the scheme, the startup conditions and the startup parameters of the intelligent air conditioner are obtained by predicting and calculating based on the environmental parameters obtained in the standby state through the startup prediction model, the requirement of a user for the comfort of the environment can be accurately met, and the intelligent level of intelligent household appliances is improved.

Description

technical field [0001] The invention relates to intelligent home appliance control, in particular to an intelligent control method and intelligent control equipment for an air conditioner. Background technique [0002] With the improvement of living standards, consumers no longer only focus on the quality of products when choosing home appliances, but pay more attention to the experience that products can bring. [0003] With the rapid development of artificial intelligence, machine learning and other technologies, the use of related intelligent technologies in air conditioners has gradually become a hot topic of technical research. However, the result of using the intelligent control method of the existing air conditioner using artificial intelligence technology can not fully meet the user's needs. Since the start-up phase has the greatest impact on the user experience, and the start-up parameters of the air conditioner directly affect the number of subsequent state adjust...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): F24F11/64F24F11/65F24F130/10
CPCF24F11/64F24F11/65F24F2130/10Y02B30/70
Inventor 宋世芳郭丽吴丽琴刘文涛
Owner QINGDAO HAIER AIR CONDITIONER GENERAL CORP LTD
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