Search Results - "Shum, Chris"
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A Review of physics-based and data-driven models for real-time control of polymer electrolyte membrane fuel cells
Published in Energy and AI (01-12-2021)“…•Reviewed control-oriented PEMFC models with high computing speed and accuracy.•Compared 1D physical models by incorporating transport & electrochemical…”
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Soft Sensors for State of Charge, State of Energy, and Power Loss in Formula Student Electric Vehicle
Published in Applied system innovation (01-12-2021)“…The proliferation of electric vehicle (EV) technology is an important step towards a more sustainable future. In the current work, two-layer feed-forward…”
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A computationally efficient and high-fidelity 1D steady-state performance model for PEM fuel cells
Published in JPhys Energy (01-01-2023)“…Abstract The performance of a proton exchange membrane (PEM) fuel cell is determined by many factors, including operating conditions, component specifications,…”
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Control-oriented computational fuel cell dynamics modeling – Model order reduction vs. computational speed
Published in Energy (Oxford) (01-03-2023)“…Many 1D computational fuel cell dynamics models are established to predict the performance of proton exchange membrane (PEM) fuel cells for control purposes…”
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Journal Article