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Air conditioner intelligent temperature control system and method based on decision tree classification algorithm

A decision tree classification and intelligent temperature control technology, applied in heating and ventilation control systems, heating and ventilation safety systems, and control inputs involving air characteristics, to improve user satisfaction, increase market competitiveness, and improve user experience Effect

Active Publication Date: 2021-01-26
SICHUAN CHANGHONG ELECTRIC CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] At present, there is no solution to apply the classification decision tree to the smart air conditioner, so that the air conditioner can automatically adjust the temperature and improve the user's sense of use

Method used

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  • Air conditioner intelligent temperature control system and method based on decision tree classification algorithm
  • Air conditioner intelligent temperature control system and method based on decision tree classification algorithm
  • Air conditioner intelligent temperature control system and method based on decision tree classification algorithm

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Embodiment 1

[0040] The air-conditioning intelligent temperature control system based on the decision tree classification algorithm includes an information collection system and a control processing system. The information collection system is used to collect environmental data. The environmental data includes at least environmental temperature data, humidity data, body surface temperature data, air quality data, Airflow speed data; the control processing system is equipped with a classification decision tree model, the control processing system is connected with the information collection system, the control processing system is used to input the data collected by the information collection system into the classification decision tree model for classification processing, and according to the classification The classification result of the decision tree model controls the air conditioner to perform corresponding operations.

[0041] Specifically, in this embodiment, the information collecti...

Embodiment 2

[0047] Such as figure 1 As shown, an air-conditioning intelligent temperature control method based on a decision tree classification algorithm includes the above-mentioned air-conditioning intelligent temperature control system based on a decision tree classification algorithm, and specifically includes the following steps:

[0048] A. In the classification decision tree model of the control processing system, the threshold range of the environmental data that the human body feels comfortable under normal conditions is preset as the threshold range of the classification decision tree model for the regulation of the environmental data; the environmental data includes at least environmental temperature data, humidity data, Body surface temperature data, air quality data, and / or air velocity data;

[0049] B. Collect environmental data through the information collection system and transmit it to the control processing system as environmental data to be judged; wherein, when the e...

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Abstract

The invention discloses an air-conditioning intelligent temperature control system based on a decision tree classification algorithm, which includes an information collection system and a control processing system. The information collection system is used to collect environmental data. data, air quality data, and / or airflow velocity data; a classification decision tree model is provided in the control processing system, the control processing system is connected with the information collection system, and the control processing system is used to input the data collected by the information collection system into the classification decision tree The classification process is carried out in the model, and the air conditioner is controlled to perform corresponding operations according to the classification results of the classification decision tree model. The system of the present invention can improve the intelligence of the air conditioner, and realize more efficient and clear automatic control of the air conditioner.

Description

technical field [0001] The invention relates to the technical field of intelligent equipment control, in particular to an air conditioner intelligent temperature control system and method based on a decision tree classification algorithm. Background technique [0002] With the popularization of smart devices, household appliances have basically realized intelligence, serving people's lives more conveniently and quickly. However, the existing air conditioners often cannot be properly regulated when the surrounding environment changes after manual operation, so that the current environment is under the most suitable conditions, which has caused air conditioner diseases and unnecessary energy waste. Therefore, this automatic temperature control method based on the classification decision tree is proposed to maximize the comfort of people and improve the user experience of equipment while saving energy. [0003] Classification decision tree, also known as decision tree, is a tr...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): F24F11/64F24F11/70F24F110/10F24F110/20F24F110/30F24F110/50
CPCF24F11/00Y02B30/70
Inventor 安生满杨震泉张帅
Owner SICHUAN CHANGHONG ELECTRIC CO LTD