Standout Papers

Machinery health prognostics: A systematic review from data acquisition to RUL prediction 2017 2026 2020 2023 1.6k
  1. Machinery health prognostics: A systematic review from data acquisition to RUL prediction (2017)
    Yaguo Lei, Naipeng Li et al. Mechanical Systems and Signal Processing
  2. Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data (2018)
    Liang Guo, Yaguo Lei et al. IEEE Transactions on Industrial Electronics
  3. Deep separable convolutional network for remaining useful life prediction of machinery (2019)
    Biao Wang, Yaguo Lei et al. Mechanical Systems and Signal Processing
  4. Machinery health indicator construction based on convolutional neural networks considering trend burr (2018)
    Liang Guo, Yaguo Lei et al. Neurocomputing
  5. Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery (2019)
    Biao Wang, Yaguo Lei et al. Neurocomputing

Immediate Impact

63 standout
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Citing Papers

Digital twin-inspired methods for rotating machinery intelligent fault diagnosis and remaining useful life prediction: A state-of-the-art review and future challenges
2025 Standout
Global and regional patterns of soil metal(loid) mobility and associated risks
2025 Standout
17 intermediate papers

Works of Tao Yan being referenced

Deep separable convolutional network for remaining useful life prediction of machinery
2019 Standout
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
and 4 more

Author Peers

Author Last Decade Papers Cites
Tao Yan 2899 1730 1089 42 4.0k
Kamal Medjaher 2283 1261 795 110 3.5k
Ningbo Li 2544 1460 916 14 3.1k
Daming Lin 1822 933 1252 25 3.4k
David He 2551 1946 619 119 4.7k
Bo‐Suk Yang 3173 1733 656 94 5.0k
Jing Lin 3169 2092 463 111 4.8k
Dragan Banjević 2203 1086 2131 69 4.6k
Biao Wang 1792 1126 469 35 2.6k
Andy Tan 1998 1407 457 99 3.1k
Liang Guo 4532 3011 1119 120 6.4k

All Works

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2026