The invention relates to the technical field of photovoltaic cleaning, and particularly discloses a photovoltaic power station cleaning robot capable of crossing obstacles. The cleaning robot comprises a machine shell, a supporting frame, a walking system, a cleaning system and an obstacle-crossing system, and the walking system, the cleaning system and the obstacle-crossing system are installed on the supporting frame. A machine shell used for protecting the walking system, the cleaning system and the obstacle-crossing system is fixed to the upper side of the supporting frame. The obstacle-crossing system comprises a rotary table mechanism and a turnover arm mechanism. The rotary table mechanism comprises a rotary table, a guide rail, a positioning block, a sliding block, a movable block, a second motor, a first lead screw, a supporting block, a hinged block and a push-pull plate, and the turnover arm mechanism comprises a turnover arm, a third motor, a second lead screw, a guide rod and a suction cup mechanism. In the running process, the obstacle-crossing function can be achieved, that is, when two coaxial adjacent systems arranged in the same direction are encountered, the cleaning robot can automatically cross the gap between the two coaxial adjacent systems, and assembly cleaning work of the other system is completed.