Improved multiple penalty mechanism based loss function for more realistic aeroengine RUL advanced prediction

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

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Computing, Data Science, Machine Learning +13

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.7K citations

Computing, Health Informatics, Forecasting +8

Practical options for selecting data-driven or physics-based prognostics algorithms with reviews

Dawn An, Nam Ho Kim, Joo-Ho Choi · Reliability Engineering & System Safety · 2014 · 439 citations

Computing, Data Science, Predictive Analytics +12

Prediction of remaining useful life based on bidirectional gated recurrent unit with temporal self-attention mechanism

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Computing, Data Science, Machine Learning +11

Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network

Guijun Ma, Yong Zhang, Cheng Cheng et al. · Applied Energy · 2019 · 334 citations

Engineering, Materials Engineering, Materials Science +17