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预测控制方法自1970’s提出后在学术界和工业应用领域都取得了很大的进展,尤其在工业过程控制方面成为一种重要的先进控制方法。根据工业过程控制的特点和进一步的需求,对近年来在工业过程控制领域预测控制方法取得的新进展进行综述,包括过程控制系统模型辩识,数据驱动的预测控制和在网络信息模式下的预测控制等。并对预测控制进一步的发展需求进行分析,介绍了欧盟正在进行的第七框架对于大系统分布式预测控制的研究内容。
Predictive control methods have made great progress both in academia and in industrial applications since 1970’s and become an important advanced control method especially in industrial process control. According to the characteristics and further requirements of industrial process control, the recent advances in predictive control methods in the field of industrial process control are reviewed, including the identification of process control system models, data-driven predictive control and predictions in the network information model Control and so on. And the further development of predictive control is analyzed. The seventh frame of the ongoing EU research on distributed system predictive control is introduced.