Metal forging is one of the fundamental processes in modern manufacturing. The heating stage directly determines the quality of forged parts, production efficiency, and cost control. In traditional forging production, gas furnaces and flame heating have long dominated the industry. However, these methods suffer from high energy consumption, significant environmental pollution, and low...