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Dongdong Zhao

Northwestern Polytechnical University

SCHOLARLY PAPERS

3

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92

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

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Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Number of pages: 11 Posted: 06 Sep 2025
Wenshuo Li, Yingbin Liu, Weishi Li, Yiming Wang, Lei Qin, Dongdong Zhao, Rui Ma, Manfeng Dou and Zhiguang Hua
North University of China, North University of China, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University and Northwestern Polytechnical University
Downloads 36 (1,281,607)

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PEMFC, Data-driven, GBDT, Remaining useful life

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Number of pages: 11 Posted: 19 Sep 2025
Wenshuo Li, Yingbin Liu, Weishi Li, Yiming Wang, Lei Qin, Dongdong Zhao, Rui Ma, Manfeng Dou and Zhiguang Hua
North University of China, North University of China, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University and Northwestern Polytechnical University
Downloads 30 (1,356,108)

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PEMFC, Data-driven, GBDT, Remaining useful life

2.

Cell Aging Heterogeneity in Fuel Cell Stacks and Its Application to Lifetime Prediction

Number of pages: 14 Posted: 09 May 2026
Qi YANG, Zhiguang Hua, Guang Yang, Hongyang Liu, Dongdong Zhao, Rui Ma, Yang Zhou, Wentao Jiang and Manfeng Dou
Northwestern Polytechnical University, Northwestern Polytechnical University, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnic University (NPU), Northwestern Polytechnical University and Northwestern Polytechnical University
Downloads 13 (1,548,648)

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PEMFCs, Cell aging heterogeneity, Polarization resistance, Equivalent circuit model, Lifetime prediction, Gradient boosting decision tree

3.

Lifetime Prediction for Fuel Cells Under Different Altitude Based on a Novel Health Indicator and Diffusion Transformer

Number of pages: 15 Posted: 18 Apr 2026
Qi YANG, Zhiguang Hua, Hanjie Yang, Dongdong Zhao, Rui Ma, Yang Zhou and Manfeng Dou
Northwestern Polytechnical University, Northwestern Polytechnical University, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnic University (NPU) and Northwestern Polytechnical University
Downloads 13 (1,518,554)

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PEMFCs, Altitude variation, Equivalent circuit model, Diffusion Transformer, Remaining useful life