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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Peng Zhang

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2 papers indexed here

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2026

Rub-Impact Fault Detection via Variational Adaptive Chirp Mode Decomposition

Rub-impact fault is a typical and critical failure in high-speed rotating machinery. Accurate extraction of its instantaneous frequency (IF) signatures is essential for condition monitoring and early fault warning. Adaptive chirp mode decomposition (ACMD) has been widely used for nonstationary signal analysis and rub-i...

Qian Wang, Zhuang-Zhuang Wang, Peng Zhang et al. · 0 citations
Open access Aug 2026

Proactive Traffic Operational Risk Assessment Using Variational Autoencoders

An innovative, data-driven Traffic Operational Risk (TOR) assessment framework that integrates unsupervised deep learning with extreme-value statistics to achieve continuous, proactive risk monitoring, providing a mathematically rigorous paradigm for precision-guided highway safety management.

Wei Huang, Sen Luan, Zhong-Bin Luo et al. · 0 citations

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