DESIGN OF INTELLIGENT WINDOWING SYSTEM BASED ON RULE CONTROL AND XGBOOST
In order to improve the intelligence of the window opening system in rainy days and during the initial operation of the system,and reduce the energy loss of the window opener,an intelligent windowing system based on rule control and XGBoost is designed.The system reduced the power consumption of the circuit by using ZigBee technology,making the singlechip in stop mode and cutting off the power supply circuit of the non-real-time working module.The system comprehensively considered the current time,environment and the probability of rain in the next hour,and predicted the current state of the window by combining rule control with XGBoost.The experimental results show that the system can achieve basic functions such as remote control and preventing rainwater from entering the room while reducing power consumption,and can learn the user's habit of opening and closing windows.The prediction accuracy of the system is improved by combining rule control with XGBoost and considering the current and future environment compre-hensively.
Intelligent window systemZigBeeLow power consumptionRule controlXGBoost algorithmPrediction
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