Central air conditioner control method and device based on neural network model

Abstract

The invention provides a central air conditioner control method and device based on a neural network model, and is applied to the technical field of air conditioner control. The method comprises the steps that a central air conditioner system data set is obtained, central air conditioner parameters matched with the central air conditioner system data set are recorded, the central air conditioner parameters are subjected to a redundancy check algorithm to obtain core parameters of a central air conditioner, and a neural network model for controlling the central air conditioner is constructed; inputting the core parameters of the central air conditioner to train the neural network model, and obtaining the trained neural network model as a final neural network model for controlling the central air conditioner; the central air conditioner is controlled by training the neural network model so as to solve the problem that a central air conditioner in the prior art is only limited to control operation data and working parameters, and the control efficiency of the central air conditioner is effectively improved; the central air conditioner is controlled by training the neural network model so as to solve the problem that the control coefficient of the central air conditioner in the prior art is unstable, and the controllability of the central air conditioner is effectively improved.

Description

technical field [0001] The invention relates to the technical field of air-conditioning control, in particular to a central air-conditioning control method and device based on a neural network model. Background technique [0002] In recent years, smart homes have rapidly become popular in the home appliance market, and major home appliance manufacturers have launched air-conditioning products that can automatically adjust the mode to meet the needs of users. However, the neural network learning intelligent air conditioners proposed by mainstream air conditioner companies generally have WiFi gateways and can upload the air conditioner operating parameters to the cloud through the router, but only control the working parameters of the air conditioner through the operating data of the air conditioner body. [0003] With the popularization of the 5G concept, the interconnection of all things is possible, and the linkage between air conditioners and other home smart devices has a...

AI Technical Summary

Problems solved by technology

[0005] The present invention aims to solve the problem that the existing air conditioners are only limited to controlling operating data and working parameters, and provides a central air conditioner control method and device based on a neural network model

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