Turbofan Engine Remaining Useful Life Prediction with Reliable Prediction Intervals via LSTM-Based Quantile Regression and Conformal Calibration. [PDF]
Diao R, Zhou M, Meng G, Wang S.
europepmc +1 more source
A Metric-Driven Evaluation Framework for Remaining Useful Life Prognosis with Quantified Uncertainty. [PDF]
Vashishtha G, Chauhan S, Ertarğın M.
europepmc +1 more source
Data-Driven Health Prognostics of NMC Lithium-Ion Batteries via Impedance Spectroscopy Using a Hybrid CNN-BiLSTM Model. [PDF]
Liu Z +5 more
europepmc +1 more source
Genetic Algorithm-Optimized CNN-BiLSTM Framework for Predicting the Remaining Useful Life of IGBT Modules. [PDF]
Hao Y +5 more
europepmc +1 more source
A novel dual-dimensional contrastive self-supervised learning-based framework for rolling bearing remaining useful life prediction. [PDF]
Shen Z +5 more
europepmc +1 more source
Remaining useful life prediction method based on gated dilation causal convolution. [PDF]
He J, Sun W, Zhang C.
europepmc +1 more source
A TCN-Attention fusion model for fault prediction and remaining useful life estimation of large-scale mining equipment. [PDF]
Mao J, Xu W, Li D, Zhu H, Yang F.
europepmc +1 more source
A sparrow search algorithm-optimized LSTM framework with EMD denoising for rolling element bearing remaining useful life prediction. [PDF]
Li Q, Zhang B, Fang X.
europepmc +1 more source
Prognostic and health management design for subsea applications [PDF]
Alkali, Babakalli +3 more
core +1 more source

