Method and device for setting air conditioner parameters

Abstract

The invention discloses a method and device for setting air conditioner parameters. The method comprises the steps of acquiring M pieces of air conditioner sample data; determining N types of influence factor data, and obtaining importance ranking by using a feature recursion elimination algorithm; clustering the M air conditioner sample data into P clustering clusters by using a weighted kurtosisclustering algorithm according to importance ranking, and performing intelligent learning and training to obtain P air conditioner parameter setting models; determining a target air conditioner parameter setting model according to the importance ranking of the current air conditioner related data and the N types of influence factor data and a weighted kurtosis clustering algorithm; and accordingto the current air conditioner related data and the target air conditioner parameter setting model, target air conditioner parameter setting data is obtained to set air conditioner parameters. Automatic setting of air conditioner parameters is achieved, and user setting operation is simplified; a plurality of air conditioner sample data are clustered by adopting a characteristic recursion elimination algorithm and a weighted kurtosis clustering algorithm, different clustering clusters are autonomously learned, a more accurate model is established, and accurate setting of air conditioner parameters is realized.

Description

technical field [0001] The present application relates to the technical field of vehicle automatic control, in particular to a method and device for setting air-conditioning parameters. Background technique [0002] At present, most cars are equipped with on-board air conditioners to adjust the temperature and humidity inside the car and provide a comfortable environment for the driver and passengers. In the prior art, the vehicle-mounted air conditioner requires the driver or occupant, that is, the user, to adjust the air-conditioning parameters of the vehicle-mounted air conditioner, such as the air outlet temperature, air outlet mode, outlet air volume, internal and external circulation air intake status, and refrigeration switch status, through manual setting operations. Set the data until the air conditioner makes the user feel comfortable. [0003] After research, the inventor found that the temperature felt by the human body is affected by factors such as human body ...

AI Technical Summary

Problems solved by technology

[0003] After research, the inventor found that the temperature felt by the human body is affected by factors such as human body constitution, convection between the air and the human body, wind direction, wind speed, humidity, light and other factors. The parameter setting data makes the user feel in a comfortable state, and the user operation is too cumbersome, especially in the process of driving, which has potential safety hazards; and the human body temperature of different users is affected by the difference in human body constitution, and different users use the air conditioner in the same environment. The demand for air outlet is not consistent, and it cannot meet the different needs of different users; even, most users have limited understanding of vehicle air conditioners, and the adjusted air conditioner parameter setting data is not reasonable, which reduces the comfort of the car environment , also increases the security risk

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