This scoping review synthesizes 147 included evidence sources published from 2014 to early 2026, supplemented by 11 contextual publications that examines sensing, feature extraction, and information fusion across mechanical modeling and design, perception, automation and control, and operation and maintenance.
Sheng-Nan Tang, Xu-Hua Chen, Yong Zhu· Italian National Conference...· 0 citations
Examining explainable artificial intelligence for rotating machinery fault diagnosis classifies existing methods into ante hoc and post hoc approaches according to their integration with model architectures according to physical interpretability, applicable fault scenarios, explanation quality, computational overhead,...
Sheng-Nan Tang, Zeng-Yu Ren, Lei-Qi Zheng et al.· Italian National Conference...· 0 citations
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