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Machine-learning-based air conditioner control method and device as well as air conditioner

A machine learning and control method technology, applied in the field of control devices and air conditioner control methods, can solve the problem that the degree of intelligence cannot meet the needs of users, and achieve the effect of eliminating complex operations and improving intelligence

Inactive Publication Date: 2018-08-03
SHANGHAI MEICON INTELLIGENT CONSTR CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, this solution only predicts the switching time, and various operating parameters after starting up still need to be set by the user, and the degree of intelligence is far from meeting the needs of users.

Method used

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  • Machine-learning-based air conditioner control method and device as well as air conditioner
  • Machine-learning-based air conditioner control method and device as well as air conditioner
  • Machine-learning-based air conditioner control method and device as well as air conditioner

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Embodiment Construction

[0038]Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.

[0039] At present, the control strategies in related air-conditioning control technologies are mostly aimed at a single control parameter, and "learning" is carried out by searching for the control information entered by the user. The essence of this method is still a mechanical record, not a real one. Learn. The inventor noticed that the actual working environment of the air conditioner is constantly changing, and it is impossible to enumerate all the working environment parameters based on the record-search method. Therefore, I...

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Abstract

The invention discloses a machine-learning-based air conditioner control method and device as well as an air conditioner. The air conditioner control method comprises the steps that operation parameters and set time, set by a user, of the air conditioner are acquired; when the user sets the operation parameters of the air conditioner, environment parameters corresponding to the set time is obtained; the operation parameters, recorded repeatedly, of the air conditioner are used as the output, the corresponding environment parameters are used as the input, and training is carried out on a neuralnetwork control model so as to obtain a trained neural network control model; and control is carried out on the air conditioner according to the trained neural network control model. According to themachine-learning-based air conditioner control method, self learning of behaviors of controlling the air conditioner by the user can be achieved, and intelligentization of air conditioner control isimproved; when the air conditioner is started, the user does not need to input a control parameter, and the air conditioner can be started through one key, so that complex operation is avoided; and full automatic control of the air conditioner is even realized.

Description

technical field [0001] The invention relates to the technical field of air conditioning, in particular to a machine learning-based air conditioner control method, a control device, and an air conditioner. Background technique [0002] In order to realize the convenience and ease of use of air conditioner control, data conversion is generally realized through data converter gateways, so as to achieve the purpose of remote control of air conditioners. In particular, using mobile APP as a control terminal is a popular trend in the field of controllers in recent years. The mobile APP communicates with the air conditioner through the gateway to realize functions such as remote control of the air conditioner, operation log recording, and schedule reservation. [0003] To remotely control the air conditioner through the mobile terminal, it is necessary to rely on the user to set relevant parameters or add a schedule to control the air conditioner each time. In order to make the c...

Claims

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Application Information

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IPC IPC(8): F24F11/64F24F11/58F24F11/65F24F110/10F24F110/12F24F120/20
CPCF24F11/58F24F11/64F24F11/65F24F2120/20F24F2110/12F24F2110/10
Inventor 谢文宾阎杰廖南海
Owner SHANGHAI MEICON INTELLIGENT CONSTR CO LTD
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