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

Author

Zheng Ren

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Open access Aug 2026

Analysis of Rotor Vibration Characteristics in an Active Magnetic Suspension Flywheel Energy Storage System Considering the Unbalanced Magnetic Pull Force of the Motor

A flywheel energy storage system (FESS) is a device that employs a high-speed rotating flywheel for energy storage, where the motor is a core component enabling the energy conversion. Since the motor rotor is integrated onto the flywheel rotor (FR), when the FESS operates, the vortex motion of the FR causes misalignmen...

Lei Wang, Tie-Lei Li, Zheng Ren · 0 citations
Conference Aug 2026

Empirical Study on Aero-Engine Bearing Fault Diagnosis Using Single-Channel LG-SSMNet

Multi-sensor data fusion is widely recognized as a key enabler for reliable aero-engine condition monitoring under complex operating conditions. However, this paradigm inherently increases system complexity. This paper conducts a systematic empirical study to evaluate the practical efficacy and boundaries of deep featu...

Lei Zhang, Z. Ren · 0 citations

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