The results in this study may expand our understanding on the utilization of SSF for production of useful microbial metabolites. Moreover, the use of agricultural residues in SSF for the value-added conversion of glycerol can not only reduce the cost of biodiesel production and promote recycling economy, but also reduce environmental pollution.