Browsing by Author "Zhou, Daming"
Now showing items 1-3 of 3
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A Fuel Cell Aging Prediction Method Based on Symplectic Geometry Mode Decomposition and Divide-and-Conquer Gated Recurrent Unit
( Institute of Electrical and Electronics Engineers Inc. , 2024 , Article)The superposition of aging characteristics in fuel cells is a major cause of inaccurate predictions. Unlike traditional methods that mix linear and nonlinear aging characteristics, this paper develops a prediction method ... -
A novel aging prediction method of fuel cell based on empirical mode decomposition and complexity threshold quantitative criterion
( Elsevier , 2023 , Article)Data-driven methods have been widely applied to fault diagnosis and aging predictions to assist fuel cell Prognostic and Health Management (PHM) system, in order to achieve early maintenance management and corrective ... -
Research Progress on Aging Prediction Methods for Fuel Cells: Mechanism, Methods, and Evaluation Criteria
( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Due to the non-renewable nature and pollution associated with fossil fuels, there is widespread research into alternative energy sources. As a novel energy device, a proton exchange membrane fuel cell (PEMFC) is considered ...
