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Journal of Power Sources, ISSN 0378-7753, 08/2016, Volume 324, pp. 745 - 757
Proton Exchange Membrane Fuel Cell (PEMFC) is considered the most versatile among available fuel cell technologies, which qualify for diverse applications.... 
PEMFC | Data-driven | Remaining useful life | Fuel cells | Prognostics | Ensemble | ELECTROCHEMISTRY | ENERGY & FUELS | MATERIALS SCIENCE, MULTIDISCIPLINARY | CHEMISTRY, PHYSICAL | MODEL | PREDICTION | NEURAL-NETWORK | SYSTEMS | Algorithms | Fuel cell industry | Analysis | Learning | Life span | Neural networks | Life cycle engineering | Stacks | Robustness | Proton exchange membrane fuel cells
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 09/2017, Volume 94, pp. 214 - 236
•State of the art and taxonomy of prognostics approaches is given, including their application point of view.•Different factors for selecting a prognostics... 
Uncertainty | Prediction | Data processing | Robustness | Applicability | Reliability | Modeling | Prognostics | ENSEMBLE | DATA-DRIVEN | ALGORITHMS | ENGINEERING, MECHANICAL | HEALTH | MACHINE
Journal Article
Journal Article
International Journal of Hydrogen Energy, ISSN 0360-3199, 07/2018, Volume 43, Issue 27, pp. 12314 - 12327
Proton Exchange Membrane Fuel Cell (PEMFC) has become a promising power source with wide applications to many electronic and electrical devices. However, even... 
Proton exchange membrane fuel cell | Hybrid method | Residual useful life | Least squares support vector machine | Prognostic | Regularized particle filter | ELECTROCHEMISTRY | LS-SVM | FILTER | TUTORIAL | ENERGY & FUELS | CHEMISTRY, PHYSICAL | Fuel cell industry | Analysis | Fuel cells | Methods | Electric properties
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2014, Volume 123, pp. 299 - 307
Combining neural networks and wavelet theory as an approximation or prediction models appears to be an effective solution in many applicative areas. However,... 
Prediction accuracy | Extreme learning machine | Wavelet neural network | Parameters initialization | Activation functions | NETWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | PREDICTION | Neural networks | Analysis | Algorithms | Learning | Wavelet | Networks | Accuracy | Mathematical analysis | Mathematical models
Journal Article