Integrating Frequency Guidance into Multi-Source Domain Generalization for Acoustic-Based Fault Diagnosis in Industrial Systems

With the increasing demand for intelligent fault monitoring, acoustic-based diagnosis has emerged as a promising solution for industrial applications such as pipeline leakage and electrical equipment fault detection. However, complex working conditions and domain shifts significantly degrade model p...

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主要な著者:	Yu Wang, Hongyang Zhang, Yinhao Liu, Chenyu Ma, Xiaolu Li, Xiaotong Tu, Xinghao Ding
フォーマット:	Artigo
言語:	Inglês
出版事項:	MDPI AG 2026-04-01
シリーズ:	Sensors
主題:	acoustic fault diagnosis domain generalization frequency-domain augmentation
オンライン･アクセス:	https://www.mdpi.com/1424-8220/26/9/2647
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