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Open access Sep 2026

A study on phase recovery processing of nonlinear signals based on STFT

Nonlinear signals are widely used in the field of mechanical vibration, communication modulation, and transient detection. Their phase trajectories vary with time and are closely related to local frequency, amplitude-envelope variation, and burst-energy distribution. To address phase recovery difficulty, a short-time F...

Yu Zhao · 0 citations
Open access Aug 2026

Multi-Scale Attention Conditional Domain Adaptation for Electric Control Valve Fault Diagnosis Under Variable Working Conditions

This study proposes a collaborative fault diagnosis framework that combines a miniaturized high-frequency data acquisition system with a multi-scale attention-conditioned domain adversarial network (MS-ACDAN) and overcome the limitation of traditional domain adaptation methods that ignore category information.

Talatibieke Aierken, Shu-Xin Li, Kang Yuan et al. · 0 citations

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