The utility model discloses a cascading middle-voltage frequency inverter. The frequency inverter comprises a shell, a pluggable power unit which is arranged in the shell and provided with a built-in bypass circuit, an operation mechanism which is used for changing the power unit on line and an external bypass device, wherein the operation mechanism comprises a propelling device used for pushing and pulling the power unit and a guide rail pulley device arranged along the pushing-pulling direction.