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In this paper,we propose multi-objective dynamic optimization model involving a nonlinear switched time-delay system to optimize the 1,3-PD production in a microbial fed-batch process,where the productivity of 1,3-propanediol(1,3-PD)and the consumption rate of glycerol are taken as the two objectives.