Designing the machining process for transmission shaft components in the context of intelligent manufacturing empowerment

This study is grounded in the context of intelligent manufacturing and focuses on the design and optimization of processing techniques for transmission shaft parts. Firstly, it introduces the application of intelligent manufacturing technology in the industrial domain, elucidating the production processes, equipment selection, and fixture schemes for transmission shaft part processing. Subsequently, a three-dimensional model of the transmission shaft is established using Solidworks software, and the processing technology database information for the transmission shaft parts is established through the software’s secondary development. By employing open interfaces for CAPP process planning and utilizing the Solidworks platform, an intelligent decision-making system is formulated, enabling the automatic generation of the three-dimensional processing techniques for the transmission shaft parts. Finally, through artificial intelligence incorporating methods such as neural networks, human-computer interaction, modeling, and decision-making, a series of efficient CNC machining tasks are successfully accomplished. The proposed processing techniques are effectively applied in a specific enterprise, yielding favorable results, and also provide valuable insights for China's manufacturing industry.