The application of the magnetic drive wheel is particularly prominent in the field of industrial automation, especially in scenarios requiring stable adhesion and flexible movement. For instance, in operations such as metal surface treatment, tank inspection, and bridge maintenance, robots or equipment driven by magnetic wheels can easily attach to metal surfaces to perform tasks like corrosion prevention, inspection, and cleaning, thereby improving work efficiency and ensuring personnel safety. Additionally, magnetic drive wheels are widely used in material handling and positioning assembly on automated production lines. With their precise control and efficient transmission, they significantly enhance the automation level and production efficiency of the production line. As technology continues to advance, magnetic drive wheels are gradually expanding into more fields, such as precision positioning in semiconductor manufacturing and accurate control in medical equipment, demonstrating vast application potential.