AI and Digital Twin Technology in the Curriculum Reform of "Mechanical Processing Technology and Equipment"
The traditional teaching of the "Machining Process and Equipment" course faces constraints such as limited hands-on resources. To solve this, we propose a reform strategy leveraging AI and digital twin technology. We have developed a new instructional model characterized by virtual-physical integration, project-driven tasks, and blended online/offline delivery. With typical workpiece cases as the foundation, a "three-level progressive" curriculum framework is designed. Practical application shows that this approach notably improves students' practical engineering skills, creativity, and collaboration. Furthermore, it transforms the passive learning environment into a dynamic "teaching-learning-practice-evaluation" integrated system. This research provides a practical reference for modernizing mechanical engineering curricula in the era of AI.
References
- Wang, X. K. (2019). Mechanical manufacturing technology. China Machine Press.
- Luo, H. Q. (2023). Teaching reform of mechanical manufacturing technology course under the background of engineering education professional accreditation. China Modern Educational Equipment, (17), 83–85.
- Shan, R. X., Yuan, C. J., & Qu, Y. J. (2026). Exploration and practice of industry-education integration curriculum system in the context of digital transformation: Taking the course "Mechanical Manufacturing Technology" as an example. Industry and Information Technology Education, (3), 54–58,64.
- Hu, J. B., & Wang, F. (2026). Construction and application of teaching resources for the mechanical manufacturing technology course based on knowledge graphs. Modern Information Technology, (10), 140–145.
- Bai, Z. X., Shen, M. X., Li, Q. P., Zhou, H. L., & Xiao, Y. L. (2025). Facilitating machine manufacturing technology course development through virtual reality technology. Theoretical Research and Practice of Innovation and Entrepreneurship, (12), 170–172.
- Zhang, Q. Z., Zhang, H. F., Yang, B. H., Liu, Y., Zhao, J. F., & Liao, J. A. (2025). Teaching design and exploration of mechanical manufacturing technology course based on project teaching. Agricultural Technology & Equipment, (2), 89–91,95.
- Zhang, J. N., Liang, H. C., He, H. K., Zhao, Y., Lyu, J. Q., & Pang, X. L. (2025). Research on teaching reform of "Mechanical Manufacturing Technology" course based on new engineering disciplines. China Southern Agricultural Machinery, 56(10), 179–182.
- Zheng, L. J., & Zhou, L. J. (2025). Analysis of the cultivation path for application-oriented mechanical talents under the background of emerging engineering education. Sichuan Labor Security, (4), 184–185.