论文标题
实时非线性模型的数值分析对乙醇蒸汽改革者的预测控制
Numerical Analysis for Real-time Nonlinear Model Predictive Control of Ethanol Steam Reformers
论文作者
论文摘要
可再生能源技术的利用，尤其是氢气，引起了人们的兴趣，并在全球范围内传播了。乙醇蒸汽改革是能够有效，可靠地生产氢的主要方法之一。本文在理论上和数字上都提供了对重新计算系统的深入研究，以及探索将系统转化为其保护形式的可能性。最后，我们提供了几种数值方法，用于将乙醇蒸汽重整（ESR）特定模型的一般一阶准线性双曲线方程（ESR）求解。最后，我们提出了一些结果，这些结果将使这些ODE/PDE求解器的使用在非线性模型预测控制（NMPC）算法中使用，并讨论我们的方法和未来工作方向的局限性。
The utilization of renewable energy technologies, particularly hydrogen, has seen a boom in interest and has spread throughout the world. Ethanol steam reformation is one of the primary methods capable of producing hydrogen efficiently and reliably. This paper provides an in-depth study of the reformulated system both theoretically and numerically, as well as a plan to explore the possibility of converting the system into its conservation form. Lastly, we offer an overview of several numerical approaches for solving the general first-order quasi-linear hyperbolic equation to the particular model for ethanol steam reforming (ESR). We conclude by presenting some results that would enable the usage of these ODE/PDE solvers to be used in non-linear model predictive control (NMPC) algorithms and discuss the limitations of our approach and directions for future work.
