In this study, we performed preparation and characterization of cellulosic hollow fiber membrane for the application of pressure retarded osmosis(PRO). We used high temperature nonsolvent induced phase separation (HT-NIPS) method to prepare robust hollow fiber membranes with cellulosic polymer blends at high concentration. Prepared hollow fiber membranes showed effective skin layer formation and sponge-like pore structure. In addition, the effects of pore-forming agents with different molecular weight and bore liquid composition on PRO performance were studied. The prepared membranes showed stable water flux and power density under the hydraulic pressure upto 10 bar. The highest power density of the membrane module was 5 W/m2 at 12 bar.