Chu Wang

Publications

Article dans une revue (5)

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 Liet 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
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 Zhaoet al. Reliability Engineering and System Safety, 2023, 233 (May), pp.109123. ⟨10.1016/j.ress.2023.109123⟩ Article dans une revue hal-03956056v1
A fusion prognostics strategy for fuel cells operating under dynamic conditions Chu Wang,Manfeng Dou,Zhongliang Li,Rachid Outbib,Dongdong Zhaoet al. eTransportation, 2022, 12, pp.100166. ⟨10.1016/j.etran.2022.100166⟩ Article dans une revue hal-03642009v1
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
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

Communication dans un congrès (2)

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
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

Thèse (1)

Deep learning-based prognostics for fuel cells under variable load operating conditions Chu Wang Automatic. Aix-marseille université, 2022. English. ⟨NNT : 2022AIXM0530⟩ Thèse tel-03939585v2