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Collaborations from the last five years
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Projects
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Data-driven Diagnosis for High Temperature Polymer Electrolyte Membrane Fuel Cell - Fault Detection, Identification and Mitigation
Yu, D. (PI), Simon Araya, S. (Supervisor) & Liso, V. (Supervisor)
01/04/2023 → 31/03/2026
Project: PhD Project
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Robust Remaining Useful Lifetime Prediction for Lithium-ion Batteries with Dual Gaussian Process Regression-based Ensemble Strategies on Limited Sample Data
Li, X., Yu, D., Vilsen, S. B., Subramanian, V. R. & Stroe, D.-I., 2025, (E-pub ahead of print) In: IEEE Transactions on Transportation Electrification.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Accuracy comparison and improvement for state of health estimation of lithium-ion battery based on random partial recharges and feature engineering
Li, X., Yu, D., Vilsen, S. B. & Stroe, D. I., May 2024, In: Journal of Energy Chemistry. 92, p. 591-604 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile14 Citations (Scopus)9 Downloads (Pure) -
Data-driven diagnosis of high temperature PEM fuel cells based on the electrochemical impedance spectroscopy: Robustness improvement and evaluation
Yu, D., Li, X., Simon Araya, S., Sahlin, S. L. & Liso, V., Sept 2024, In: Journal of Energy Chemistry. 96, p. 544-558 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile11 Citations (Scopus)8 Downloads (Pure) -
Equivalent Circuit Model Analysis for Data-Driven Oriented Diagnosis of High-Level CO in HT-PEMFC with EIS
Yu, D., Li, X., Simon Araya, S., Sahlin, S. L. & Liso, V., 2 May 2024, 2024 IEEE Applied Power Electronics Conference and Exposition (APEC). IEEE (Institute of Electrical and Electronics Engineers), p. 2972-2978 7 p. (I E E E Applied Power Electronics Conference and Exposition. Conference Proceedings).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Online Data-driven Fault Detection for the HTPEM Fuel Cells based on EIS: Equivalent Electrical Circuit Model Analysis
Yu, D., Li, X., Simon Araya, S., Sahlin, S. L. & Liso, V., 2 Jul 2024, 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia). IEEE (Institute of Electrical and Electronics Engineers), p. 78-83 6 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review