摘要
温度控制系统是空调控制系统的核心,传统的温控系统采用PID调节和普通模糊控制。利用最小二乘支持向量机(Least Squares SVM,LS-SVM)理论,建立模糊控制器,通过与一般模糊控制仿真实验结果进行比较,验证了其在温控系统的有效性。
Temperature control system is the core of air conditioning control system,which uses the PID and Fuzzy controller in tradition.The fuzzy controller is established based on the theory of least squares support vector machines.The analysis of the experimental results proved that the LS-SVM fuzzy controller could achieve more effective than that PID and Fuzzy controller.
出处
《机械研究与应用》
2011年第5期124-126,共3页
Mechanical Research & Application
关键词
温度控制系统
最小二乘支持向量机
模糊控制
temperature control system
least squares support vector machines
fuzzy controller
