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Run-to-run product quality control of batch processes

Run-to-run product quality control of batch processes
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摘要 Batch processes have been increasingly used in the production of low volume and high value added products. Consequently, optimization control in batch processes is crucial in order to derive the maximum benefit. In this paper, a run-to-run product quality control based on iterative learning optimization control is developed. Moreover, a rigorous theorem is proposed and proven in this paper, which states that the tracking error under the optimal iterative learning control (ILC) law can converge to zero. In this paper, a typical nonlinear batch continuous stirred tank reactor (CSTR) is considered, and the results show that the performance of trajectory tracking is gradually improved by the ILC. Batch processes have been increasingly used in the production of low volume and high value added products. Consequently, optimization control in batch processes is crucial in order to derive the maximum benefit. In this paper, a run-to-run product quality control based on iterative learning optimization control is developed. Moreover, a rigorous theorem is proposed and proven in this paper, which states that the tracking error under the optimal iterative learning control (ILC) law can converge to zero. In this paper, a typical nonlinear batch continuous stirred tank reactor (CSTR) is considered, and the results show that the performance of trajectory tracking is gradually improved by the ILC.
出处 《Journal of Shanghai University(English Edition)》 CAS 2009年第4期267-269,共3页 上海大学学报(英文版)
基金 supported by the Science Foundation of Shanghai Municipal Education Commission (Grant No.09Y208) the Science Foundation of Science and Technology Commission of Shanghai Municipality (Grant Nos.08DZ2272400, 09DZ2273400) the "11th Five-Year Plan" 211 Construction Project of Shanghai University
关键词 iterative learning optimization control tracking error batch processes iterative learning optimization control, tracking error, batch processes
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参考文献5

  • 1Xiong Z H,Zhang J,Wang X,Xu Y M.Run-to-run iterative optimization control of batch processes based on recurrent neural network[].Lecture Notes in Computer Science.2004
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  • 4Xiong,Z.H,Zhang,J,Wang,X,Xu,Y.M."Tracking control for batch processes by integrating batch-to-batch iterative learning con- trol and within-batch on-line control"[].Industrial and Engineering Chemistry Research.2005
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