Methods for estimating the accumulated nitrogen concentration in anode of proton exchange membrane fuel cell stacks based on back propagation neural network-Reference-Cited by-同舟云学术

Methods for estimating the accumulated nitrogen concentration in anode of proton exchange membrane fuel cell stacks based on back propagation neural network

Published:2022-08-14 Issue:15 Volume:46 Page:22530-22540
ISSN:0363-907X
Container-title:International Journal of Energy Research
language:en
Short-container-title:Intl J of Energy Research

Author:

Wu Wenlong¹²,Chen Dongfang¹²³^ORCID,Li Yuehua¹²,Hong Jichao¹²^ORCID,Xu Xiaoming¹²^ORCID

Affiliation:

1. School of Mechanical Engineering University of Science and Technology Beijing Beijing China

2. Shunde Graduate School, University of Science and Technology Beijing Foshan China

3. State Key Laboratory of Automotive Safety and Energy Tsinghua University Beijing China

Funder

National Natural Science Foundation of China

Publisher

Hindawi Limited

Subject

Energy Engineering and Power Technology,Fuel Technology,Nuclear Energy and Engineering,Renewable Energy, Sustainability and the Environment

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/er.8556

Reference52 articles.

1. Designing the next generation of proton-exchange membrane fuel cells

2. Nonlinear methods for evaluating and online predicting the lifetime of fuel cells

3. Performance evaluation of a solid oxide fuel cell multi-stack combined heat and power system with two power distribution strategies

4. Fault prognosis of battery system based on accurate voltage abnormity prognosis using long short-term memory neural networks

5. Online accurate state of health estimation for battery systems on real-world electric vehicles with variable driving conditions considered

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3. Study on the effects of manifold structure on the gas flow distribution uniformity of anode of PEMFC stack with 140-cell;Renewable Energy;2024-02

4. Anode Nitrogen Concentration Estimation Based on Voltage Variation Characteristics for Proton Exchange Membrane Fuel Cell Stacks;Energies;2023-02-22