Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology Delhi, Hauz Khas, New Delhi, 110016, India.
Appl Biochem Biotechnol. 2013 Feb;169(4):1219-40. doi: 10.1007/s12010-012-0011-3. Epub 2013 Jan 10.
A decoupled input-output linearizing controller (DIOLC) was designed as an alternative advanced control strategy for controlling bioprocesses. Simulation studies of its implementation were carried out to control ethanol and biomass production in Saccharomyces cerevisiae and its performance was compared to that of a proportional-integral-derivative (PID) controller with parameters tuned according to a linear schedule. The overall performance of the DIOLC was better in the test experiments requiring the controllers to respond accurately to simultaneous changes in the trajectories of the substrate and dissolved oxygen concentration. It also exhibited better performance in perturbation experiments of the most significant parameters q (S,max), q (O2,max), and k ( s ), determined through a statistical design of experiments involving 730 simulations. DIOLC exhibited a superior ability of constraining the process when implemented in extreme metabolic regimes of high oxygen demand for maximizing biomass concentration and low oxygen demand for maximizing ethanol concentration.
设计了一种解耦输入-输出线性化控制器(DIOLC),作为一种替代的先进控制策略,用于控制生物过程。对其实施的仿真研究进行了控制乙醇和生物质生产的酿酒酵母,并将其性能与根据线性时间表调整参数的比例-积分-微分(PID)控制器进行了比较。在需要控制器准确响应基质和溶解氧浓度轨迹同时变化的测试实验中,DIOLC 的整体性能更好。它还在通过涉及 730 次模拟的实验设计确定的最重要参数 q(S,max),q(O2,max)和 k(s)的扰动实验中表现出更好的性能。当在需要高氧气需求以最大化生物量浓度和低氧气需求以最大化乙醇浓度的极端代谢状态下实施 DIOLC 时,它表现出了更好的约束过程的能力。