Chu Wang

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Reversible degradation detection-identification-avoidance and deep-learning co-driven fuel cell remaining useful life prediction

Chu Wang , Shuang Zhang , Peng Wang , Zhiwen Chen , Zhongliang Li et al.

International Journal of Hydrogen Energy, In press, 145, pp.250-266. ⟨10.1016/j.ijhydene.2025.05.422⟩

Article dans une revue hal-05106195v1
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Data-driven prognostics based on time-frequency analysis and symbolic recurrent neural network for fuel cells under dynamic load

Chu Wang , Manfeng Dou , Zhongliang Li , Rachid Outbib , Dongdong Zhao et al.

Reliability Engineering and System Safety, 2023, 233 (May), pp.109123. ⟨10.1016/j.ress.2023.109123⟩

Article dans une revue hal-03956056v1
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A fusion prognostics strategy for fuel cells operating under dynamic conditions

Chu Wang , Manfeng Dou , Zhongliang Li , Rachid Outbib , Dongdong Zhao et al.

eTransportation, 2022, 12, pp.100166. ⟨10.1016/j.etran.2022.100166⟩

Article dans une revue hal-03642009v1
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A novel long short-term memory networks-based data-driven prognostic strategy for proton exchange membrane fuel cells

Chu Wang , Zhongliang Li , Rachid Outbib , Manfeng Dou , Dongdong Zhao

International Journal of Hydrogen Energy, 2022, 47 (18), pp.10395-10408. ⟨10.1016/j.ijhydene.2022.01.121⟩

Article dans une revue hal-03581357v1
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Symbolic deep learning based prognostics for dynamic operating proton exchange membrane fuel cells

Chu Wang , Zhongliang Li , Rachid Outbib , Manfeng Dou , Dongdong Zhao

Applied Energy, 2022, 305, pp.117918. ⟨10.1016/j.apenergy.2021.117918⟩

Article dans une revue hal-03362764v1
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A hybrid method for remaining useful life prediction of fuel cells under variable loads

Chu Wang , Zhongliang Li , Rachid Outbib , Manfeng Dou

2022 10th International Conference on Systems and Control (ICSC), Nov 2022, Marseille, France. pp.174-177, ⟨10.1109/ICSC57768.2022.9993918⟩

Communication dans un congrès hal-03956024v1
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Proton Exchange Membrane Fuel Cells Prognostic Strategy Based on Navigation Sequence Driven Long Short-term Memory Networks

Chu Wang , Zhongliang Li , Rachid Outbib , Dongdong Zhao , Douman Feng

46th Annual Conference of the IEEE Industrial Electronics Society (IECON 2020), Oct 2020, Singapour, Singapore. pp.3969-3974, ⟨10.1109/IECON43393.2020.9255373⟩

Communication dans un congrès hal-03150117v1