Multi-objective collaborative optimization of sequential simulated moving bed separation process: a hybrid approach integrating numerical computation and machine learning.
Sequential simulated moving bed (SSMB), although it possesses the advantages of high separation efficiency and relatively low energy-solvent consumption, still encounters optimization challenges due to its numerous independent variables, multiple and conflicting separation objectives, and mass transfer limitation. To a...