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《Journal of Guandong College Petrochemical Technology》 2003-01
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Dynamic Matrix Predictive Control Based on Neural Networks Prediction

YU Liu-fei, WANG Hui(College of Electric & Information Engineering , Hunan University, Changsha 410082,China)  
The paper proposes a new DMC algorithm using radial basis function neural networks as predictive model. In this algorithm, RBF neural networks are employed to identify the model of the controlled plant and produce predictive output. Receding horizon optimization and revising feedback are used in DMC algorithm. In this method, the problem that nonlinear and time-variety plant are difficult to build model is solved. Simulation results demonstrate the feasibility of the proposed algorithm.
【CateGory Index】: TP183
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