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Author

Qi-Rui Li

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Jul 2026

Heterogeneous dual-stream contrastive adversarial network for cross-domain mechanical fault diagnosis

The experimental results fully demonstrate that the proposed HDCAN can effectively alleviate the distribution shift problem of cross-machine fault data and possesses great application potential in industrial practical scenarios.

Haoran Liu, De-Long Cui, Zhiping Peng et al. · 0 citations
Review Aug 2026

Deep Learning–Driven Visual Intelligence for Chemical Instrument Monitoring: A Scoping Review From an Expert Systems Perspective

A comprehensive scoping review of deep learning–driven visual intelligence for industrial applications, with a specific focus on chemical instrument monitoring from an expert systems perspective, and highlights the gap between high‐performing vision models and their reliable integration into expert systems for chemical...

Qi-Rui Li, Hai-Yang Luo, Zhiping Peng et al. · 0 citations

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