Remaining useful life prediction for proton exchange membrane fuel cells using combined convolutional neural network and recurrent neural network
Tabbi Wilberforce, Abed Alaswad, Garcia – Perez A, Yuchun Xu, Xianghong Ma, Christo Panchev
Topics & Concepts
Artificial neural networkOverfittingConvolutional neural networkComputer scienceRecurrent neural networkMean squared errorArtificial intelligenceProton exchange membrane fuel cellMean absolute percentage errorDeep learningDropout (neural networks)Machine learningEngineeringStatisticsFuel cellsMathematicsChemical engineeringFuel Cells and Related MaterialsAdvanced Battery Technologies ResearchElectrocatalysts for Energy Conversion