•This paper explored the application of hydropower via hydroelectric generator to generate self-bias voltage.

•ZnO and TiO₂ photoanodes were prepared by magnetron sputtering and atomic layer deposition, respectively.

•PEC performance can be effectively facilitated when connected with self-biased voltage from hydroelectric generator.

•This paper suggests a promising route toward full green design for hydrogen production without external bias potential.