论文标题
微通道反应堆中的Sabatier过程的最佳控制
Optimal Control of the Sabatier Process in Microchannel Reactors
论文作者
论文摘要
我们使用Sabatier反应的示例来考虑通过PDE约束优化技术对化学微通道反应器进行优化。为了建模微通道中的化学反应流动,我们引入了三维模型和一维模型。由于它们是由偏微分方程(PDES)的强耦合和高度非线性系统给出的,因此我们介绍了软件包CASACS,该软件包Cashocs实现了伴随方法并促进了随后的优化问题的数值解决方案。我们从数值上解决了一个参数识别问题,以确定文献中给出的实验数据的模型的必要动力学参数。获得的结果表明了与测量值的一致性。最后,我们提出了两个优化问题,以优化反应堆的产品产量。首先,我们使用跟踪型成本功能功能来最大化反应物转换,保持固定反应器的流速,并将其壁温用作优化变量。其次,我们将壁温和入口气体速度视为优化变量,使用目标功能来最大化反应堆中的流速,并通过状态约束来确保产品的质量。通过解决这些问题获得的结果在数值上显示出了改善微反应器设计的巨大潜力。
We consider the optimization of a chemical microchannel reactor by means of PDE constrained optimization techniques, using the example of the Sabatier reaction. To model the chemically reacting flow in the microchannels, we introduce a three- and a one-dimensional model. As these are given by strongly coupled and highly nonlinear systems of partial differential equations (PDEs), we present our software package cashocs which implements the adjoint approach and facilitates the numerical solution of the subsequent optimization problems. We solve a parameter identification problem numerically to determine necessary kinetic parameters for the models from experimental data given in the literature. The obtained results show excellent agreement to the measurements. Finally, we present two optimization problems for optimizing the reactor's product yield. First, we use a tracking-type cost functional to maximize the reactant conversion, keep the flow rate of the reactor fixed, and use its wall temperature as optimization variable. Second, we consider the wall temperature and the inlet gas velocity as optimization variables, use an objective functional for maximizing the flow rate in the reactor, and ensure the quality of the product by means of a state constraint. The results obtained from solving these problems numerically show great potential for improving the design of the microreactor.