用混合模型描述生物过程的状态估计

H. Valdés-González, J. Flaus
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引用次数: 4

摘要

本文提出了一种基于区间移动视界状态估计方法的混合非线性离散系统状态估计方法,其中混合模型的状态用区间数表示。所提出的技术应用于一个通用的生物技术过程模型,其中特定的生长率及其对底物的依赖是由混合定律建模的,比经典的莫诺定律的依赖更简单。计算机仿真结果表明,该估计混合方法可以很容易地在工业环境中实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
State estimation in a bioprocess described by a hybrid model
This work proposes a method to estimate states in hybrid nonlinear discrete-time systems based on an interval moving horizon state estimation method, where the states of the hybrid model are described using a representation by interval numbers. The proposed technique is applied to a generic biotechnological process model, where the specific growth rate and its substrate dependence is modeled by a hybrid law, simpler than the classic dependence of a Monod law. The results obtained through computer simulation demonstrate that this estimation hybrid can be easily implemented in industrial situations.
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