基于神经网络的广义预测控制综述

Summarization of Generalized Predictive Control Based on Neural Network

概括叙述了广义预测控制的发展现状,对具有误差校正的预测控制方法进行了概括,介绍了与神经网络相结合的非线性系统的预测控制方法,并在此基础上讨论了神经网络非线性预测控制中存在的问题及进一步研究的方向。

This paper summarizes the actuality of Generalized Predictive Control (GPC). The predictive control method with error correction is summed up. Then it recommends the predictive methods combined with neural network of nonlinear system. Based on this it presents the problems existing in the predictive control of nonlinear system and further research trends are also discussed.