Predictive maintenance optimization for industrial equipment via reliable prognosis and risk-aware reinforcement learning. [PDF]
Xu Z, Zhang Q.
europepmc +1 more source
Prediction of aero engine remaining service life using a bidirectional GRU model with self attention mechanism. [PDF]
Fu W +7 more
europepmc +1 more source
A degradation index model for maintenance prediction run-to-failure in production systems. [PDF]
Zonta T +5 more
europepmc +1 more source
Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health. [PDF]
Salem NM, Mohamed A.
europepmc +1 more source
Explainable Dynamic Graph Learning and Multi-Scale Feature Fusion for Hydraulic System Health Monitoring. [PDF]
Gu Z +8 more
europepmc +1 more source
Remaining useful life prediction across different operational conditions based on domain adaptation feature transfer. [PDF]
Jiang Z, Wei Y, Li X.
europepmc +1 more source
A Comparative Study of RQA-Guided Attention Mechanisms with LSTM Autoencoder for Bearing Anomaly Detection. [PDF]
Hatipoğlu A, Yılmaz E.
europepmc +1 more source
Trend-Conditioned Residual Learning for Early Fault Warning in Nonstationary Multi-Sensor Oil Monitoring. [PDF]
Li H, Chen Y, Wang Y, Wu C.
europepmc +1 more source
Fault Detection of Cyber-Physical Systems Using a Transfer Learning Method Based on Pre-Trained Transformers. [PDF]
Sajjadi P, Dinmohammadi F, Shafiee M.
europepmc +1 more source
Artificial Intelligence of Things for Next-Generation Predictive Maintenance. [PDF]
Bitam T +5 more
europepmc +1 more source

