加速感应和 PIDA 控制的生化实现

Emmanouil Alexis, Sebastian Espinel-Rios, Ioannis G. Kevrekidis, Jose L. Avalos
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引用次数: 0

摘要

长期以来,设计可靠的自调节生化系统一直是合成生物学领域的一项挑战。在这里,我们提出了一种比例-积分-微分-加速(PIDA)控制方案的实现方法,即由质量作用动力学控制的化学反应网络(CRN)。该结构的一个组成要素是我们引入的速度和加速度生物传感机制,并随后将其置于反馈配置中。我们的控制方案具有更强的动态性能和稳健的稳态跟踪能力。除了理论分析之外,我们还在确定性和随机设置中,通过调节特定的生化过程,并与较简单的 PID 控制器进行比较,突出强调了这一点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Biochemical implementation of acceleration sensing and PIDA control
Designing dependable, self-regulated biochemical systems has long posed a challenge in the field of Synthetic Biology. Here, we propose a realization of a Proportional- Integral-Derivative-Acceleration (PIDA) control scheme as a Chemical Reaction Network (CRN) governed by mass action kinetics. A constituent element of this architecture is a speed and acceleration biosensing mechanism we introduce and, subsequently, place within a feedback configuration. Our control scheme provides enhanced dynamic performance and robust steady-state tracking. In addition to our theoretical analysis, this is practically highlighted in both the deterministic and stochastic settings by regulating a specific biochemical process in-silico and drawing comparisons with a simpler PID controller.
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