Uncertainty-Aware Deep Learning Framework for Remaining Useful Life Prediction in Turbofan Engines with Learned Aleatoric Uncertainty [PDF]
Sharma, Krishang
openalex
A Deep-Learning Method for Remaining Useful Life Prediction of Power Machinery via Dual-Attention Mechanism. [PDF]
Wang F, Liu A, Qu C, Xiong R, Chen L.
europepmc +1 more source
An AM-CNN-BiGRU network with spatiotemporal feature fusion for industrial robot predictive maintenance. [PDF]
Zang Z +7 more
europepmc +1 more source
Window-Fused Data Construction Framework for Turbofan Engine Remaining Useful Life Prediction
Liang Jiang +4 more
openalex +1 more source
BLTTNet: feature fusion based on BiLSTM-Transfomer-TCN for prediction of remaining useful life of aircraft engines. [PDF]
Yang Y +6 more
europepmc +1 more source
Comparative Analysis of Deep Neural Networks for Service Life Prediction in Turbofan Jet Engines [PDF]
Mosayeb Davoudi Kashkouli, Peiman Moradi
openalex +1 more source
A denoising method for aeroengine gas path electrostatic signal of low signal-to-noise ratio based on IMFs optimized reconstruction and wavelet threshold. [PDF]
Yan C, Liu Y, Lu F.
europepmc +1 more source
Enhanced Mamba model with multi-head attention mechanism and learnable scaling parameters for remaining useful life prediction. [PDF]
Liu F, Liu S, Chai Y, Zhu Y.
europepmc +1 more source
Fault diagnosis using ISMA to optimize SVM parameters for aircraft engine damage repair. [PDF]
Xue P, Yu J, Zhang H.
europepmc +1 more source
Introducing the comparative weighting evaluation based on the best criteria method: a multi-fuzzy framework for aviation fuel efficiency. [PDF]
Eti S +4 more
europepmc +1 more source

