Results 111 to 120 of about 10,541,846 (196)

Sensor-Based Channel-Wise Remaining Useful Life Estimation and Multi-Threshold Maintenance Policy for Steel-Cord Conveyor Belts. [PDF]

Sensors (Basel)
Błażej R, Jurdziak L, Rzeszowska A.
europepmc   +1 more source

Uncertainty-Aware Remaining Useful Life Prediction via Synergizing TCN-Transformer Networks and Fractional Brownian Motion. [PDF]

Entropy (Basel)
Geng Y, Yu T, Liu Y, Zhao J.
europepmc   +1 more source

A degradation index model for maintenance prediction run-to-failure in production systems. [PDF]

Sci Rep
Zonta T, da Costa CA, Zeiser FA, de Oliveira Ramos G, Kunst R, da Rosa Righi R.   +5 more
europepmc   +1 more source

A deep learning framework for remaining useful life prediction of turbofan engines with partial sensor failure. [PDF]

PLoS One
Tang D.
europepmc   +1 more source

Comparative study of granular computing and RKCCA-based feature fusion for early lithium-ion battery RUL estimation. [PDF]

Sci Rep
Hiroshini K, Devanathan B, Bou-Rabee M, Kayalvizhi S.   +3 more
europepmc   +1 more source

Machine learning- assisted remaining useful lifetime prediction of power electronic converters. [PDF]

Sci Rep
Sayed H, Krishnamoorthy HS.
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

Interval Prediction of Remaining Useful Life Based on Uncertainty Quantification with Bayesian Convolutional Neural Networks Featuring Dual-Output Units. [PDF]

Sensors (Basel)
Qu Z, He J, Liu Y, Mao S, Han X.
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

An integrated method for state of charge estimation, lifetime prediction, and reliability assessment of Lithium-ion batteries under thermal and dynamic conditions. [PDF]

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