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Institution Date Title Author
國立臺灣科技大學 2020 Ensemble model based on stacked long short-term memory model for cycle life prediction of lithium-ion batteries Wang, F.-K.;Huang, C.-Y.;Mamo, T.
國立臺灣科技大學 2020 Gradient boosted regression model for the degradation analysis of prismatic cells Wang, F.-K.;Mamo, T.
國立臺灣科技大學 2020 Long short-term memory with attention mechanism for state of charge estimation of lithium-ion batteries Mamo, T.;Wang, F.-K.
國立臺灣科技大學 2020 Ensemble model for the degradation prediction of proton exchange membrane fuel cell stacks Wang, F.-K.;Huang, C.-Y.;Mamo, T.;Cheng, X.-B.
國立臺灣科技大學 2020 Bi-directional long short-term memory recurrent neural network with attention for stack voltage degradation from proton exchange membrane fuel cells Wang, F.-K.;Mamo, T.;Cheng, X.-B.
國立臺灣科技大學 2019 Hybrid approach for remaining useful life prediction of ball bearings Wang, F.-K.;Mamo, T.
國立臺灣科技大學 2018 A hybrid model based on support vector regression and differential evolution for remaining useful lifetime prediction of lithium-ion batteries Wang F.-K.; Mamo T.

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