基于支持向量机的精馏塔模糊预测控制算法研究

Fuzzy Predictive Control of the Distillation Column Algorithm Based on Support Vector Machine

利用模糊预测控制,依据支持向量机对模糊预测控制方法中的预测模型进行训练,以精馏塔的塔顶回流控制为例,通过仿真研究了支持向量机作为预测模型训练方法在模糊预测控制中的应用,得到了较好的控制效果。利用支持向量机与模糊预测控制结合,进一步发挥了信息处理方法在过程控制中的应用。

The prediction model of the fuzzy predictive control method was based on the support vector machine. Based on the fuzzy predictive control , with the help of MATLAB we had down a simulation of the distillation column feedback control and got a better control effect. The use of support vector machine combined with the fuzzy predictive control to further develop the information processing method in process control applications.