Neural networks : the official journal of the International Neural Network SocietyNeural NetworksComputerHumansMachine LearningTime Factors
A continual test-time domain adaptation method for online machinery fault diagnosis under dynamic operating conditions.
Jinghui Tian, Yue Yu, Hamid Reza Karimi, Fei Gao, Jing Lin
Published: 202610.1016/j.neunet.2025.108192
Abstract
In practical industrial scenarios, monitoring data is collected in a streaming fashion under dynamic changes in operating conditions of mechanical systems, with continual covariate shift and label shift occurring in the collected data. Traditional tr…
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