基于神经网络的非线性预测控制综述

A Survey on Neural-Network Based Nonlinear Predictive Control

基于神经网络的非线性预测控制是智能控制中的重要前沿课题 ,在工业过程控制领域有着非常大的应用前景。从预测方式、控制律求解方法和典型应用等几个角度对基于神经网络的非线性预测控制做了综述。对其中的关键技术做了深入阐述。

Neural-network-based nonlinear predictive control is an important advanced topic in intelligent control,it has great application forward ground in the field of industrial process control. A survey is proposed on neural-network-based nonlinear predictive control from the views of predictive methods,control law solving schemes and typical applications. Now in this paper,it gives deep exploination on the kernel technology which is used in the controller design and the development directions in the future.