This document summarizes a fluidized bed membrane reactor for pure hydrogen generation. Key points: - The reactor uses horizontal membranes in a fluidized bed to separate hydrogen from the reaction while keeping the H2/CO ratio optimal. - Experimental studies on steam methane reforming and autothermal reforming showed up to 99.995% hydrogen purity and a H2/CH4 yield of 2.07. - Operating parameters like pressure, membrane area, and feed rates were investigated and found to influence reactor performance.