具有饱和输入和不确定装置参数的生物反应器鲁棒自适应控制器

A. Rincón, C. Erazo, F. Angulo
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摘要

本文利用基于独特生物反应途径的质量平衡模型,开发了一种生物反应器的自适应控制器。控制方案由类李雅普诺夫函数法和扩展的Luenberger观测器构成,该观测器允许处理控制输入饱和。用测量的甲烷流量来处理反应速率的不确定度,用更新法来处理反应速率比例系数的不确定度。在系统模型的假设下考虑:i)控制输入是饱和的,ii)动力学参数、生物量浓度和上限或下限的值是未知的,iii)输出甲烷流量是测量的。控制器的主要特征是:1)闭环状态有界,2)观测器误差收敛到一个大小为用户自定义的残差集,3)跟踪误差收敛到一个大小为用户自定义的残差集;前提是控制输入不达到极值。通过数值仿真对控制器的性能进行了评价,得到了良好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A robust adaptive controller for bio-reactors with saturated input and uncertain varying plant parameters
In this paper an adaptive controller for bioreactors is developed, using a mass balance model based on an unique biological reaction pathway. The control scheme is constructed from Lyapunov-like function method and an extended Luenberger observer which allows handling the control input saturation. The measured methane flow rate is used to handle the uncertainty on the reaction rate and an update law to handle the uncertainty on the proportional coefficient of the reaction rate. Under the assumptions of the system model are considered: i) the control input is saturated, ii) the values of the kinetic parameters, the biomass concentration and upper or lower bounds are unknown and iii) the output methane flow rate is measured. The main controller characteristics are the following: i) the closed loop states are bounded, ii) the observer error converges to a residual set whose size is user-defined, iii) the tracking error converges to a residual set which is user-defined; provided, the control input does not reach the extreme values. The controller performance is evaluated via numerical simulations showing excellent results.
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