Statistics

Fuel cells

Smoothing

Engineering

Artificial intelligence

Physics

Proton exchange membrane fuel cell

Mean absolute percentage error

Mathematics

Term (time)

Quantum mechanics

Exponential smoothing

Recurrent neural network

Computer science

Algorithm

Mean squared error

Residual

Chemical engineering

Long short term memory

Computer vision

Artificial neural network

International Journal of Hydrogen Energy

To solve the prediction problem of proton exchange membrane fuel cell (PEMFC) remaining useful life (RUL), a novel RUL prediction approach of PEMFC ba…

Remaining useful life prediction of PEMFC based on long short-term memory recurrent neural networks