Indeed, the empowerment of science and technology is crucial to the development of agriculture, including the innovation of agricultural machinery forgings. Here are some key points on how to empower agricultural machinery forgings through innovation: Material innovation: Select high-quality materials suitable for agricultural machinery forgings, such as high-strength alloy steel, high-wear-resistant materials, etc., to improve the durability and load carrying capacity of agricultural machinery forgings. Process innovation: Optimize the manufacturing process of agricultural machinery forgings, and use advanced CNC machine tools, mold design and forming technology to accurately control the size, shape and internal structure of forgings to improve the accuracy and reliability of products. Structural innovation: According to the use of agricultural machinery environment and work needs, the optimal design of agricultural machinery forgings structure. By changing the structural form, adding bushing or buffering device, the stability and durability of agricultural machinery forgings are increased. Intelligent innovation: The intelligent sensor, data acquisition and analysis technology is applied to agricultural machinery forgings to monitor the status and working performance of forgings in real time, predict potential failures, and provide remote inspection and maintenance services to improve the management and maintenance efficiency of agricultural machinery forgings. Sustainable innovation: Focus on the sustainability of agricultural machinery forgings, from the aspects of material selection, reuse and recycling, reduce resource consumption and environmental impact, and provide sustainable agricultural machinery forgings solutions. Through the above innovation, agricultural machinery forgings can achieve higher quality, reliability and efficiency, effectively improve the performance and service life of agricultural machinery, and provide better support and guarantee for agricultural production. At the same time, scientific and technological innovation will also promote the process of agricultural modernization, improve the intelligent level of agricultural production, and bring greater benefits and well-being to farmers.