To avoid air blockage caused by low pump suction pressure, each pump can be equipped with a filling system. The filling system consists of a filling pump and its base, butterfly valve, and corresponding manifold. The filling system is driven by a dedicated motor and installed on the pump suction manifold. It can also be driven by the input shaft belt of the drilling pump to reduce the total power supply of the drilling rig.