Results 111 to 120 of about 10,974,174 (198)

Risk-Aware Predictive Maintenance for Aero-Engines via CVaR-Guided Reinforcement Learning and LLM-Based Risk Abstraction. [PDF]

Sensors (Basel)
Song B, Guo Y, Yu Z, Ni Y, Wu W.
europepmc   +1 more source

MBQG-Net: A Multi-Scale Bidirectional Query-Guided Gated Network for Aero-Engine Remaining Useful Life Prediction. [PDF]

Entropy (Basel)
Hu X, Qi H, Yu J, Lu C, Zhang L.
europepmc   +1 more source

A cross-domain deep learning framework for remaining useful life prediction in industrial applications. [PDF]

PLoS One
Saha S, Pervaiz MA, Rahman MS, Hasan R, Rahman A.   +4 more
europepmc   +1 more source

Explainable Remaining Useful Life Prediction of Air Circuit Breakers via Physics-Informed Electro-Mechanical Feature Fusion. [PDF]

Sensors (Basel)
Zhou J, Chen W, Chen J, Chen X.
europepmc   +1 more source

PINN-RUL: Physics-Informed Neural Networks for Remaining Useful Life Prediction in Reusable Rocket Engines

This paper proposes a Physics-Informed Neural Network (PINN) framework for remaining useful life (RUL) prediction in reusable rocket engines. The method embeds Coffin-Manson low-cycle fatigue physics and Chaboche viscoplastic constitutive equations directly into the loss function of an LSTM encoder, forcing predictions to remain physically consistent ...
openaire   +2 more sources

Deep learning-based RUL and SOH prediction of lithium-ion batteries using LOCO. [PDF]

Sci Rep
Ali B, Matloob I, Alkhalifa N, Alkhalifa AK, Asim N, Kanwal S, Inam S.   +6 more
europepmc   +1 more source

An integrated Gaussian-Probabilistic-Fuzzy framework for health assessment and remaining useful life prediction of medium-voltage switchgears. [PDF]

PLoS One
Aranizadeh A, Vahidi B, Khorsandi A.
europepmc   +1 more source

NBE-VLT-PFO: hybrid deep learning transformer architecture for joint estimation of lithium-ion batteries. [PDF]

Front Artif Intell
Tamizharasi G, Rajini GK.
europepmc   +1 more source

Attention-Based Quantile Regression for RUL Uncertainty Prediction. [PDF]

Sensors (Basel)
Huang L, Hu X, Gong L, Liu Y, Yang S.
europepmc   +1 more source

Industrial LiFePO₄ battery management system dataset for early degradation analysis and remaining useful life prediction. [PDF]

Data Brief
Ulfat MAB, Begum A, Mamun MAA, Azam SNAE, Hassan MM, Mahmud I, Sadi AHMS, Sayeed MS.   +7 more
europepmc   +1 more source