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首页> 外文期刊>Journal of Mathematical Analysis and Applications >Vector measure as controls for explicit nonlinear impulsive system of fed-batch culture
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Vector measure as controls for explicit nonlinear impulsive system of fed-batch culture

机译:向量量度作为补料分批培养的显式非线性脉冲系统的控制

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In this paper, we consider an optimal control problem of microbial fermentation process in which glycerol is converted to 1,3-propanediol by Klebsiella pneumoniae in fed-batch culture. During the period of reaction, the variation of pH Value is monitored to determine glycerol replenishment quantity, guaranteeing that microorganism can always keep growing fast under enough nutrition. Every time pH value is lower than seven, the quantity of glycerol added is Such that pH value returns seven again. Glycerol is poured into reactor at discrete time instant and the quantity is controllable. The problem is to determine for each discrete time instant the glycerol quantity to add and maximize the final concentration of 1,3-propanediol. We present a controlled explicit nonlinear impulsive dynamical system of fed-batch culture with state independent vector measures as controls and study the existence, uniqueness, boundedness, Continuous dependence and Gateaux differentiability Of its Solution with respect to controls. We then propose a Multiple objective programming model and demonstrate the regularity of cost functionals and weak compactness of admissible control set. Finally we discuss the existence of optimal control and implement a hybrid particle swarm optimization algorithm to solve the model optimally. Computational results are presented on a numerical example. (c) 2008 Elsevier Inc. All rights reserved.
机译:在本文中,我们考虑了最佳的微生物发酵过程控制问题,在该过程中,肺炎克雷伯菌在补料分批培养中将甘油转化为1,3-丙二醇。在反应期间,通过监测pH值的变化来确定甘油的补充量,从而确保微生物在足够的营养下始终可以保持快速生长。每当pH值低于7时,甘油的添加量即为pH值再次返回7。在不连续的时间将甘油倒入反应器中,其量是可控的。问题是对于每个离散的时间确定要添加的甘油量并使1,3-丙二醇的最终浓度最大化。我们提出了一种以状态独立向量作为控制的补料分批培养的受控显式非线性脉冲动力系统,并研究了其解相对于控制的存在性,唯一性,有界性,连续依赖性和Gateaux可微性。然后,我们提出了一个多目标规划模型,并证明了成本函数的规律性和容许控制集的弱紧性。最后,我们讨论了最优控制的存在,并实现了一种混合粒子群优化算法来对模型进行最优求解。计算结果显示在一个数值示例上。 (c)2008 Elsevier Inc.保留所有权利。

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