Hollow fiber membrane bioreactors are a highly efficient technology for various biotechnological applications. These state-of-the-art systems feature a bundle of hollow fiber membranes suspended in a bioreactor. The walls serve as a selective barrier, facilitating the transfer of molecules between the solution and the environment. This {optimized{