Experimental investigation on the efficiency of circular cylinder-based wind energy harvester with different rod-shaped attachments

•Aerodynamic modification was used to improve efficiency of wind energy harvester.•Two small-size rods with three shapes were attached on the main circular cylinder.•Rods significantly expanded the instability wind-speed range of circular cylinder.•Triangular rods exhibited better performance than circular and square shapes.