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Aug 2026

Dual-adaptive unknown faults separation network: An open-set domain adaptation method for industrial fault diagnosis

Deep domain adaptation methods have gained significant attention in few-shot intelligent industrial fault diagnosis. However, most existing approaches often struggle when confronted with unknown faults in target domains, posing operational risks. To tackle this problem, an open-set domain adaptation method is presented...

Yi-Xing Xie, Ying Tian, Zhong Yin et al. · 0 citations

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