The efficiency and efficacy of hollow fiber membrane bioreactors (HFMB) are influenced by a multitude of factors. These include transmembrane pressure, input flow rate, filtration characteristics, and the specific culture employed. Adjustment of these parameters is crucial to achieving optimal yield and maintaining robustness over time. Tracking