The high-temperature online automated inspection system for high-speed train wheels developed by Vision3D, is specifically designed to perform automated 3D inspections of train wheels in their red-hot state after the forging process. This system efficiently determines whether the components meet the subsequent processing requirements. It also enables real-time adjustments to the production line's forming parameters based on various measurement data, reducing scrap rates and minimizing material waste.