The production of 1, 3-propanediol (1, 3-PD) and 3-hydroxypropionaldehyde (3-HPA) by enzyme reaction has been a hot field, and glycerol dehydratase (GDHt) is the key and rate-limiting enzyme involved in their biosynthesis. The gldABC gene encoding GDHt was cloned from Klebsiella pneumoniae, and the activity of the corresponding proteins expressed extracellularly and intracellularly was 6.8 and 3.2 U/mg, respectively, about six and three times higher than that of the wild strain. The change of amino acids for the beta subunit can adjust the length of the Co-N bond and affect the homolysis rate of the Co-C bond to change GDHt activity. The expression plasmid, pET-32a-gldAC (containing no gldB which encodes the beta subunit of GDHt), was constructed to build the mutagenesis library to improve the GDHt activity. The binding models of glycerol dehydratase reactivation factor (GDHtR) with ATP, CTP, or GTP were simulated by semi-flexible docking, respectively, and there was almost no difference between them. This research provided the basis for studying the quantitative structure-activity relationships between GDHtR and its ligands, as well as searching inexpensive ligands to replace ATP. These results and methods are of great use in economical and highly efficient production of 3-HPA and 1, 3-PD by the enzyme method.