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BIOREACTOR TEMPERATURE CONTROL USING A GENERIC FUZZY FEEDFORWARD CONTROLSYSTEM

机译:基于通用模糊前馈控制系统的生物反应器温度控制

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Fermentation process is widely used in industries to produce biofuels, beverages, foods and medicines. As example, ethanol is obtained via corn syrup fermentation by Saccharomyces cerevisae, a bioprocess that is thermal sensitive and requires temperature control to maintain microorganism metabolic rate. In a CSTR, the feed stream temperature is normally a load source, affecting process variable control that makes a feedforward control system highly recommended to this case. However, bioprocesses are intrinsically nonlinear processes, becoming very difficult to obtain satisfactory control performance using classic feedforward control. Nevertheless, Fuzzy logic control is indicated to this type of process because results in nonlinear control law. For this reason, this work presents a generic Fuzzy feedforward control strategy developed to be used with a feedback control system in nonlinear processes, aiming load rejection improvement. The results shown that the Fuzzy feedforward feedback control system (4FB) was better than only feedback control to reject feed stream temperature loads in Saccharomyces cerevisae fermentation in a CSTR, being an interesting control strategy for load rejection in nonlinear processes.
机译:发酵过程被广泛用于工业生产生物燃料,饮料,食品和药品。例如,通过酿酒酵母通过玉米糖浆发酵获得乙醇,这是一种对热敏感的生物过程,需要进行温度控制以维持微生物的代谢速率。在CSTR中,进料流温度通常是负载源,影响过程变量控制,因此强烈建议在这种情况下使用前馈控制系统。然而,生物过程本质上是非线性过程,使用经典的前馈控制变得很难获得令人满意的控制性能。但是,由于会导致非线性控制律,因此将模糊逻辑控制指示给此类过程。由于这个原因,这项工作提出了一种通用的模糊前馈控制策略,该策略被开发用于非线性过程中的反馈控制系统,旨在改善负载抑制率。结果表明,模糊前馈反馈控制系统(4FB)优于仅反馈控制来拒绝CSTR中酿酒酵母发酵中的进料流温度负载,这是非线性过程中负载抑制的有趣控制策略。

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