基于决策树算法的智能建筑设备自动化控制系统

Automatic Control System of Intelligent Building Equipment Based on Decision Tree Algorithm

传统智能建筑设备自动化控制系统在接收控制指令时存在延迟现象,为此笔者设计了基于决策树算法的控制系统。在硬件设计中,为实现建筑设备一体化控制,设计建筑设备监控管理和智能建筑防范两部分结构,采用包含MCI43120和MC143150两系列的Neuron芯片;在软件设计中,利用决策树算法消除节点设备的干扰信息,简化自动化控制流程,通过存储多个数据点完成多指令控制,至此完成系统设计。通过对比实验可知,设计系统比传统系统的控制指令接收时间缩短了5.6 s。

The traditional intelligent building equipment automation control system has the phenomenon of delay when receiving control instructions.Therefore,the author designs a control system based on decision tree algorithm.In the hardware design,in order to realize the integrated control of building equipment,two parts of the structure of building equipment monitoring and management and intelligent building prevention are designed,including mci43120 and mc143150.In the software design,the decision tree algorithm is used to eliminate the interference information of node equipment,simplify the automatic control process,store multiple data points to complete the multi instruction control,and then the system can realize the intelligent building protection This completes the system design.Compared with the traditional system,the receiving time of control instruction is shortened by 5.6 s.