The production of hydrogen is an imperative task due to the increasing needs for its consumption and potential to assisting with the implementation of more renewable electricity generation. Hydrogen is a highly efficient energy carrier and can be utilized in multiple industries. Steam methane reforming (SMR) reaction is the most dominant industrial hydrogen production method. We developed multi-dimensional reactor models for the SMR reactor [1]. However, solution times for two-dimensional reactor models that capture axial and radial composition gradients remain high.
Multi-scale models are advantageous because they offer a detailed perspective on how endothermic reactions transform reactants into products while utilizing heat from the surrounding furnace. We have implemented the two-dimensional model in PYOMO and explore various initialization strategies to solve the second-order partial differential equations that come from the detailed kinetics modeling.
[1] C. Cui, D.-N. Vo, Y. Zhao, M. Qi, M. Xia, D. Ramkrishna, C.M. Masuku, Rigorous development and comparison of multi-dimensional reactor models encompassing the catalyst domains for steam methane reforming, Chem. Eng. J. 496 (2024) 153581.