“…Specifically, in order of complexity, these models can be classified as follows: 1-D and isothermal; ,− 1-D and nonisothermal; − 2-D and isothermal; and 2-D and nonisothermal. ,, MR models using H 2 -selective membranes for other applications have also been presented. Among such applications are steam − and autothermal methane reforming, both for H 2 production, dry reforming of methane with carbon dioxide, dehydrogenation reactions of cyclohexane, , ethylbenzene to produce styrene, , and benzene . A report on modeling of Pd-based MRs for WGS and steam methane reforming (SMR) can be found in ref .…”