【摘要】 采用T-S模糊模型与预测控制相结合,对模糊预测控制进行了研究。利用模糊聚类和递推最小二乘法辨识T-S模糊模型,并将其作为预测模型。利用T-S模糊模型对非线性系统的良好描述特性,结合预测控制的线性滚动优化,实现对强非线性系统的控制。仿真结果表明了该算法的有效性。更多还原

【Abstract】 A fuzzy predictive control is developed by combining T-S fuzzy model with predictive control.Parameters of T-S fuzzy model are identified by using fuzzy clustering and recursive least square method,and the model is imported to predictive control.The approach utilizes the advantages of both fuzzy modeling of nonlinear processes and moving horizon optimization of predictive control to control the strong nonlinear system.The simulation results show that the proposed algorithm is effective.更多还原