Digital twin-driven fault diagnosis for CNC machine tool

Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing

Fei Tao, Meng Zhang · IEEE Access · 2017 · 1.3K citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17

Shaping the digital twin for design and production engineering

Benjamin Schleich, Nabil Anwer, Luc Mathieu et al. · CIRP Annals · 2017 · 1.3K citations · Full text

Engineering, Design, Manufacturing Engineering +14

Digital twin-based smart production management and control framework for the complex product assembly shop-floor

Cunbo Zhuang, Jianhua Liu, Hui Xiong · The International Journal of Advanced Manufacturing Technology · 2018 · 675 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Deep learning fault diagnosis method based on global optimization GAN for unbalanced data

Funa Zhou, Shuai Yang, Hamido Fujita et al. · Knowledge-Based Systems · 2019 · 567 citations

Computing, Computer Engineering, Computer Science +16

Digital Twin for rotating machinery fault diagnosis in smart manufacturing

Jinjiang Wang, Lunkuan Ye, Robert X. Gao et al. · International Journal of Production Research · 2018 · 522 citations

Engineering, Industrial Engineering, Systems Engineering +17