In this study, polyethylene oxide (PEO) was added to poly (vinylidene fluoride)/styrene maleic anhydride copolymer (PVDF/SMA) membrane system, and PVDF/SMA blend membranes with different PEO contents were prepared by nonsolvent induced phase separation (NIPS). The results showed that the blend ultrafiltration membrane with PEO mass fraction of 2% had the best performance. Water flux was 531.1L/(m2·h), BSA rejection rate was 65.8%, water contact angle was 63.6° and the peel strength was 0.2756kN/m. Then, PVDF/SMA membrane was used as the main research object to test the influence of coagulation bath temperature on pure water flux and BSA rejection rate. The results indicated that temperature had no obvious effect on membrane performance. Therefore, the effects of different coagulation bath components on the properties of blend films were tested at room temperature. The changes of membrane properties in coagulation bath with N,N-dimethylacetamide (DMAc) (mass fraction of 3%, 6%, 9%), sodium chloride (0.05mol/L, 0.1mol/L, 0.2mol/L) and ethanol (mass fraction of 3%, 6%, 9%) were investigated, and the membrane samples were characterized by scanning electron microscopy (SEM). The results showed that with the increase of DMAc content, the pores on the membrane surface decreased and the thickness of the cortex increased, resulting in the decrease of water flux and the increase of BSA rejection rate. However, with the increase of NaCl concentration, the number of macropores on the membrane surface increased and the number of finger shaped pores in the membrane became narrower, leading to the gradual increase of membrane flux and the decrease of BSA rejection. Similarly, with the increase of ethanol content in the coagulation bath, the number of pores on the membrane surface increased, the finger like pores narrowed and the pore wall thickened, the water flux of the blend membrane increased, and the BSA rejection decreased. In short, the use of appropriate coagulation bath ingredients and appropriate concentration can significantly improve the partial properties of the blended film. In addition, the experimental results of the long-term operation stability of the membrane showed that the blended membrane had good anti-fouling property and long-term operation stability, and had a good application prospect in practical sewage treatment.