化工进展

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微生物发酵过程优化控制技术进展

王建林,冯絮影,于 涛,薛尧予   

  1. 北京化工大学信息科学与技术学院
  • 出版日期:2008-08-05 发布日期:2008-08-05

Research progress of optimal control techniques in fermentation process

WANG Jianlin,FENG Xuying,YU Tao,XUE Yaoyu   

  1. School of Information Science and Technology,Beijing University of Chemical Technology
  • Online:2008-08-05 Published:2008-08-05

摘要: 微生物发酵过程优化控制技术是发酵工程的重要技术。综述了近年来微生物发酵过程优化控制技术的研究现状,讨论了机理分析建模、黑箱建模、混合建模等发酵过程建模方法,对基于模型的优化控制策略进行了分析。指出了基于混合模型和多目标优化策略建立动态优化控制器,是微生物发酵过程优化控制的有效方法,并给出了实现优化控制需要解决的关键问题。

Abstract: The optimal control technology of the microbial fermentation process is a crucial part of fermentation engineering. The researches on bioprocess optimal control techniques in recent years are reviewed from two points,modeling and control methods. The modeling techniques include the mechanism based methods,the experience based ‘black-box’ methods,and the hybrid methods by combining different modeling techniques. The progress of the research in the model based optimal control strategies are reviewed. It demonstrates that an efficient method to deal with the control problems in bioprocess optimization is to construct a dynamic optimization controller,based on hybrid modeling and multi-objective optimization techniques. Finally,some important problems which need to be resolved in the implementation of fermentation optimal control are presented.

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