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Remaining Useful Life Prediction of Hydrogen Fuel Cell Based on Cascade Echo State Network
Renewables and Energy Storage | 更新时间：2026-02-01

    • Remaining Useful Life Prediction of Hydrogen Fuel Cell Based on Cascade Echo State Network

    • “Experts propose an improved echo state network structure for precise prediction of output voltage in proton exchange membrane fuel cells, significantly improving the accuracy of life prediction.”
    • Proceedings of the CSEE   Vol. 45, Issue 12, Pages: 4718-4727(2025)

    • DOI：10.13334/j.0258-8013.pcsee.232370    

      CLC： TM911

    • Received：10 December 2023，

      Published Online：19 March 2024，

      Published：20 June 2025

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  • Shiyuan PAN, Zhiguang HUA, Guangwei WANG, et al. Remaining Useful Life Prediction of Hydrogen Fuel Cell Based on Cascade Echo State Network[J]. Proceedings of the CSEE, 2025, 45(12): 4718-4727. DOI： 10.13334/j.0258-8013.pcsee.232370.

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