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Zhong-Ze Liu

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Review Sep 2026

Deep learning for non-contact machinery fault diagnosis: A review.

In industrial production settings, mechanical equipment may suffer from wear, cracking, and fracture due to harsh conditions such as variable loads, high impacts, and strong disturbances, leading to performance degradation, production halts, and even catastrophic accidents. With the rapid advancement of deep learning,...

Dan Zhang, Yongyi Chen, Zhong-Ze Liu · 0 citations

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