Gas path fault detection and isolation for aero-engine based on LSTM-DAE approach under multiple-model architecture

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Multivariate LSTM-FCNs for time series classification

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A Bidirectional LSTM Prognostics Method Under Multiple Operational Conditions

Cheng‐Geng Huang, Hong‐Zhong Huang, Yan‐Feng Li · IEEE Transactions on Industrial Electronics · 2019 · 462 citations

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A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems

Ting Huang, Qiang Zhang, Xiaoan Tang et al. · Artificial Intelligence Review · 2021 · 372 citations

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Sequential Fault Diagnosis Based on LSTM Neural Network

Haitao Zhao, Shaoyuan Sun, Bo Jin · IEEE Access · 2018 · 341 citations · Full text

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