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›› 2005, Vol. 31 ›› Issue (23): 193-195.

• 论文 • 上一篇    下一篇

生物发酵过程关键变量预报系统设计及应用

李运锋;袁景淇;薛耀锋;   

  1. 上海交通大学自动化系,上海交通大学自动化系,上海交通大学自动化系 上海 200030,上海 200030,国家生物反应器工程重点实验室,上海 200237,上海 200030
  • 发布日期:2005-12-15

Design and Application of Key Variables Prediction System for Fed-batch Bioprocesses

LI Yunfeng1,YUAN Jingqi1,2,XUE Yaofeng1   

  1. (1.Dept.of Automation,Shanghai Jiaotong University,Shanghai 200030;2.State Key Laboratory of Bioreactor Engineering,Shanghai 200237)
  • Published:2005-12-15

摘要: 为了解决发酵过程罐批关键变量和效益函数超前预报问题,利用VC++编程语言和神经网络滚动学习预报技术,设计了该套系统。在某抗生素厂进行了试运行,系统预报精度高、运行稳定、效果良好。

关键词: 发酵过程, 状态预报, 先进控制

Abstract: In order to solve the problem of the key variables prediction and the profit function prediction for fed-batch fermentation,this system is designed using VC++ programming language technology and rolling learning-prediction based on neural networks.It is put into trial run in an antibiotics plant,and results show the system runs steadily with high prediction accuracy and satisfactory effect.

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