Author

De-Long Cui

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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. · Structural Health Monitoring · 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...

Qirui Li, Hai-Yang Luo, Zhiping Peng et al. · Expert systems · 0 citations