Users can place an order in advance through the gas station’s mini program and receive robotic refueling service without leaving the vehicle. Gas stations are typical outdoor environments with complex lighting conditions. A line laser 3D vision system improves visual recognition accuracy under varying conditions and ensures precise execution of the refueling process.