Results 151 to 160 of about 1,541,566 (221)

A Metric-Driven Evaluation Framework for Remaining Useful Life Prognosis with Quantified Uncertainty. [PDF]

Sensors (Basel)
Vashishtha G, Chauhan S, Ertarğın M.
europepmc   +1 more source

Prediction of aero engine remaining service life using a bidirectional GRU model with self attention mechanism. [PDF]

Sci Rep
Fu W, Wang H, Sun X, Song Z, Xu S, Xu M, Liu L, Razak NA.   +7 more
europepmc   +1 more source

Turbofan Engine Remaining Useful Life Prediction with Reliable Prediction Intervals via LSTM-Based Quantile Regression and Conformal Calibration. [PDF]

Sensors (Basel)
Diao R, Zhou M, Meng G, Wang S.
europepmc   +1 more source

Risk-sensitive joint inventory-maintenance strategy for bearing health management under prognostic uncertainty: an uncertainty-aware deep reinforcement learning approach. [PDF]

Sci Rep
Zhang Z, Shen N, Wang X.
europepmc   +1 more source

Data-Driven Health Prognostics of NMC Lithium-Ion Batteries via Impedance Spectroscopy Using a Hybrid CNN-BiLSTM Model. [PDF]

Sensors (Basel)
Liu Z, Fu K, Liao J, Stimming U, Guo D, Zhang 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]

Sci Rep
Shen Z, Yang C, Cheng L, Kong X, Liu Z, Su K.   +5 more
europepmc   +1 more source

A two-stage framework for cost-sensitive predictive maintenance using deep learning, GANs, and risk-aware clustering. [PDF]

Sci Rep
Hakami A.
europepmc   +1 more source

Remaining useful life prediction method based on gated dilation causal convolution. [PDF]

Sci Rep
He J, Sun W, Zhang C.
europepmc   +1 more source

Genetic Algorithm-Optimized CNN-BiLSTM Framework for Predicting the Remaining Useful Life of IGBT Modules. [PDF]

Sensors (Basel)
Hao Y, Wu J, Zhang Z, Wang Y, Wang T, Liang Y.   +5 more
europepmc   +1 more source

A sparrow search algorithm-optimized LSTM framework with EMD denoising for rolling element bearing remaining useful life prediction. [PDF]

Sci Rep
Li Q, Zhang B, Fang X.
europepmc   +1 more source