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Air conditioning equipment, automatic control method thereof and terminal control equipment

An air conditioning device and a technology for regulating devices, which are applied to terminal control devices, computer-readable storage media, home appliances and their automatic control fields, to achieve the effects of high flexibility, intelligent control, and personalized control.

Pending Publication Date: 2020-12-01
GD MIDEA AIR-CONDITIONING EQUIP CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present application provides an air-conditioning device and its automatic control method, an external control device, and a computer-readable storage medium to solve the problem in the prior art that the automatic operation of the air-conditioning device does not consider the actual use environment through fixed automatic operation rules. The technical issues affected by the impact, better meet the needs of users

Method used

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  • Air conditioning equipment, automatic control method thereof and terminal control equipment
  • Air conditioning equipment, automatic control method thereof and terminal control equipment
  • Air conditioning equipment, automatic control method thereof and terminal control equipment

Examples

Experimental program
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Embodiment approach

[0080] Further, an implementation manner of obtaining a full-time control model by performing self-learning according to the data of multiple air-conditioning equipment is as follows:

[0081] First, define the independent variable: x i =, and dependent variable: y i =

[0082] Second, form a training set from data from multiple air-conditioning devices:

[0083] {(x 1 ,y 1 ),(x 2 ,y 2 ),…,(x N ,y N )};

[0084] The training set includes N pieces of training data, where x i is a multidimensional vector, y i The operation behavior of air conditioning equipment, including but not limited to power on and off, temperature setting, wind speed setting, mode setting, humidification / dehumidification, fresh air switch, purification switch, sterilization switch, etc.

[0085] Then, a "full-time self-control" self-learning model is trained through self-learning. Let's take the multiple linear regression model as an example.

[0086] Model training:

[0087]

[0088] Amon...

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Abstract

The invention discloses an automatic control method of air conditioning equipment. The automatic control method comprises the following steps that a current time point of the air conditioning equipment is obtained; a target control parameter corresponding to the current time point and a control rule of the target control parameter are obtained; the control rule of the target control parameter is obtained by carrying out self-learning on data of the air conditioning equipment within preset use time; and the air conditioning equipment is controlled to operate according to the obtained target control parameter and the control rule of the target control parameter. According to the automatic control method, the personalized requirements of users can be better met. The invention further discloses the air conditioning equipment which operate the automatic control method of the air conditioning equipment and terminal control equipment.

Description

technical field [0001] The present invention relates to the field of home appliances, in particular to home appliances and an automatic control method thereof, a terminal control device, and a computer-readable storage medium. Background technique [0002] With the intelligent development of air-conditioning equipment, more and more air-conditioning equipment has realized the automatic operation function. However, in the prior art to realize the automatic operation function, most of them set a set of fixed automatic operation rules in the air-conditioning equipment, and once the automatic operation is started, the automatic operation rules will be operated. Such a fixed automatic operation rule is not flexible enough, does not consider the impact of the actual use environment, and cannot meet the needs of users. Contents of the invention [0003] The embodiment of the present application provides an air-conditioning device and its automatic control method, an external con...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): F24F11/64F24F11/74F24F11/80F24F11/52F24F11/66F24F110/10F24F110/20F24F110/64
CPCF24F11/64F24F11/74F24F11/80F24F11/52F24F11/66F24F2110/10F24F2110/20F24F2110/64
Inventor 樊其锋
Owner GD MIDEA AIR-CONDITIONING EQUIP CO LTD
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