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   In: Applied Energy.
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1. AbouOmar, M.S. ; Su, Y.-X. ; Zhang, H.-J. Hybrid feedback-feedforward fuzzy control of PEM fuel cell air feed system with electromagnetic field optimization. 2019 IETE J. Res.. -
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2. Balogun, E. ; Barnett, A.O. ; Holdcroft, S. Cathode starvation as an accelerated conditioning procedure for perfluorosulfonic acid ionomer fuel cells. 2020 Journal Of Power Sources Advances. 3 -
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3. Bégot, S. ; Harel, F. ; Lepiller, V. ; Hafsa Saidouni, W. A new cooling circuit and its control strategies for the thermal management of PEMFC in rapid startup application. 2023 Int. J. Hydrogen Energy. 48 12826-12843
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4. Bodner, M. ; Schenk, A. ; Salaberger, D. ; Rami, M. ; Hochenauer, C. ; Hacker, V. Air starvation induced degradation in polymer electrolyte fuel cells. 2017 Fuel Cell.. 17 18-26
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5. Chen, H. ; Liu, B. ; Liu, R. ; Weng, Q. ; Zhang, T. ; Pei, P. Optimal interval of air stoichiometry under different operating parameters and electrical load conditions of proton exchange membrane fuel cell. 2020 Energy Convers. Manag.. 205 -
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6. Chen, H. ; Zhao, X. ; Zhang, T. ; Pei, P. The reactant starvation of the proton exchange membrane fuel cells for vehicular applications: a review. 2019 Energy Convers. Manag.. 182 282-298
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7. Chen, J. ; Siegel, J.B. ; Stefanopoulou, A.G. ; Waldecker, J.R. Optimization of purge cycle for dead-ended anode fuel cell operation. 2013 Int. J. Hydrogen Energy. 38 5092-5105
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8. Chen, M. ; Zhao, C. ; Sun, F. ; Fan, J. ; Li, H. ; Wang, H. Research progress of catalyst layer and interlayer interface structures in membrane electrode assembly (MEA) for proton exchange membrane fuel cell (PEMFC) system. 2020 eTransportation. 5 -
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9. Chen, Z. ; Higgins, D. ; Yu, A. ; Zhang, L. ; Zhang, J. A review on non-precious metal electrocatalysts for PEM fuel cells. 2011 Energy Environ. Sci.. 4 3167-3192
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10. Choi, J.W. ; Hwang, Y.-S. ; Seo, J.-H. ; Lee, D.H. ; Cha, S.W. ; Kim, M.S. An experimental study on the purge characteristics of the cathodic dead-end mode PEMFC for the submarine or aerospace applications and performance improvement with the pulsation effects. 2010 Int. J. Hydrogen Energy. 35 3698-3711
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11. Cullen, D.A. ; Neyerlin, K.C. ; Ahluwalia, R.K. ; Mukundan, R. ; More, K.L. ; Borup, R.L. ; Weber, A.Z. ; Myers, D.J. ; Kusoglu, A. New roads and challenges for fuel cells in heavy-duty transportation. 2021 Nat. Energy. 6 462-474

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13. Dou, M. ; Hou, M. ; Liang, D. ; Shen, Q. ; Zhang, H. ; Lu, W. ; Shao, Z. ; Yi, B. Behaviors of proton exchange membrane fuel cells under oxidant starvation. 2011 J. Power Sources. 196 2759-2762
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14. Ebrahimi, S. ; DeVaal, J. ; Narimani, M. ; Vijayaraghavan, K. Transient model of oxygen-starved proton exchange membrane fuel cell for predicting voltages and hydrogen emissions. 2017 Int. J. Hydrogen Energy. 42 21177-21190
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15. Fan, L. ; Tu, Z. ; Chan, S.H. Recent development of hydrogen and fuel cell technologies: a review. 2021 Energy Rep.. 7 8421-8446
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16. Fan, R. ; Chang, G. ; Xu, Y. ; Xu, J. Multi-objective optimization of graded catalyst layer to improve performance and current density uniformity of a PEMFC. 2023 Energy. 262 -

17. Fan, R. ; Chang, G. ; Xu, Y. ; Zhang, Y. Investigating the transient electrical behaviors in PEM fuel cells under various platinum distributions within cathode catalyst layers. 2024 Appl. Energy. 359 -

18. Gerard, M. ; Poirot-Crouvezier, J.-P. ; Hissel, D. ; Pera, M.-C. Oxygen starvation analysis during air feeding faults in PEMFC. 2010 Int. J. Hydrogen Energy. 35 12295-12307
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19. Ghaeminezhad, N. ; Ouyang, Q. ; Wei, J. ; Xue, Y. ; Wang, Z. Review on state of charge estimation techniques of lithium-ion batteries: a control-oriented approach. 2023 J. Energy Storage. 72 -
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20. Ghorbani, B. ; Devaal, J. ; Afonso, G. ; Vijayaraghavan, K. Use of reduced-voltage EIS to establish a relation between oxygen concentration and EIS responses of large commercial PEM fuel cell modules. 2023 Int. J. Hydrogen Energy. 48 32654-32671
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21. İnci, M. ; Büyük, M. ; Demir, M.H. ; İlbey, G. A review and research on fuel cell electric vehicles: topologies, power electronic converters, energy management methods, technical challenges, marketing and future aspects. 2021 Renew. Sustain. Energy Rev.. 137 -

22. Janssen, M. ; Weber, P. ; Oezaslan, M. Recent advances of various Pt-based catalysts for oxygen reduction reaction (ORR) in polymer electrolyte membrane fuel cells (PEMFCs). 2023 Curr. Opin. Electrochem.. 40 -
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23. Jia, F. ; Tian, X. ; Liu, F. ; Ye, J. ; Yang, C. Oxidant starvation under various operating conditions on local and transient performance of proton exchange membrane fuel cells. 2023 Appl. Energy. 331 -

24. Jiao, K. ; Xuan, J. ; Du, Q. ; Bao, Z. ; Xie, B. ; Wang, B. ; Zhao, Y. ; Fan, L. ; Wang, H. ; Hou, Z. ; Huo, S. ; Brandon, N.P. ; Yin, Y. ; Guiver, M.D. Designing the next generation of proton-exchange membrane fuel cells. 2021 Nature. 595 361-369

25. Kakizawa, Y. ; Schreiber, C.L. ; Takamuku, S. ; Uchida, M. ; Iiyama, A. ; Inukai, J. Visualization of the oxygen partial pressure in a proton exchange membrane fuel cell during cell operation with low oxygen concentrations. 2021 J. Power Sources. 483 -
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26. Kodama, K. ; Nagai, T. ; Kuwaki, A. ; Jinnouchi, R. ; Morimoto, Y. Challenges in applying highly active Pt-based nanostructured catalysts for oxygen reduction reactions to fuel cell vehicles. 2021 Nat. Nanotechnol.. 16 140-147
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27. Liu, D. ; Lin, R. ; Feng, B. ; Yang, Z. Investigation of the effect of cathode stoichiometry of proton exchange membrane fuel cell using localized electrochemical impedance spectroscopy based on print circuit board. 2019 Int. J. Hydrogen Energy. 44 7564-7573
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28. Liu, Z. ; Yang, L. ; Mao, Z. ; Zhuge, W. ; Zhang, Y. ; Wang, L. Behavior of PEMFC in starvation. 2006 J. Power Sources. 157 166-176
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29. Luo, Y. ; Wu, Y. ; Li, B. ; Mo, T. ; Li, Y. ; Feng, S.-P. ; Qu, J. ; Chu, P.K. Development and application of fuel cells in the automobile industry. 2021 J. Energy Storage. 42 -
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30. Meng, K. ; Chen, B. ; Zhou, H. ; Chen, W. ; Tu, Z. Experimentally investigation on current density distribution characteristics of hydrogen-oxygen proton exchange membrane fuel cells under dynamic loading. 2023 J. Clean. Prod.. 393 -
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31. Meyer, Q. ; Pivac, I. ; Barbir, F. ; Zhao, C. Detection of oxygen starvation during carbon corrosion in proton exchange membrane fuel cells using low-frequency electrochemical impedance spectroscopy. 2020 J. Power Sources. 470 -
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32. Mokmeli, A. ; Asghari, S. An investigation into the effect of anode purging on the fuel cell performance. 2010 Int. J. Hydrogen Energy. 35 9276-9282
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33. Mousa, G. ; DeVaal, J. ; Golnaraghi, F. Diagnosis of hydrogen crossover and emission in proton exchange membrane fuel cells. 2014 Int. J. Hydrogen Energy. 39 21154-21164
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34. Nagase, K. ; Motegi, H. ; Yoneda, M. ; Nagumo, Y. ; Suga, T. ; Uchida, M. ; Inukai, J. ; Nishide, H. ; Watanabe, M. Visualization of oxygen partial pressure and numerical simulation of a running polymer electrolyte fuel cell with straight flow channels to elucidate reaction distributions. 2015 Chemelectrochem. 2 1495-1501
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35. Narimani, M. ; DeVaal, J. ; Golnaraghi, F. Hydrogen emission characterization for proton exchange membrane fuel cell during oxygen starvation – Part 1: low oxygen concentration. 2016 Int. J. Hydrogen Energy. 41 4843-4853
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36. Narimani, M. ; DeVaal, J. ; Golnaraghi, F. Hydrogen emission characterization for proton exchange membrane fuel cell during oxygen starvation – Part 2: effect of hydrogen transfer leak. 2016 Int. J. Hydrogen Energy. 41 18641-18653
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37. Ott, S. ; Orfanidi, A. ; Schmies, H. ; Anke, B. ; Nong, H.N. ; Hübner, J. ; Gernert, U. ; Gliech, M. ; Lerch, M. ; Strasser, P. Ionomer distribution control in porous carbon-supported catalyst layers for high-power and low Pt-loaded proton exchange membrane fuel cells. 2020 Nat. Mater.. 19 77-85
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38. Peighambardoust, S.J. ; Rowshanzamir, S. ; Amjadi, M. Review of the proton exchange membranes for fuel cell applications. 2010 Int. J. Hydrogen Energy. 35 9349-9384
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39. Pramuanjaroenkij, A. ; Kakaç, S. The fuel cell electric vehicles: the highlight review. 2023 Int. J. Hydrogen Energy. 48 9401-9425
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40. Qu, S. ; Li, X. ; Hou, M. ; Shao, Z. ; Yi, B. The effect of air stoichiometry change on the dynamic behavior of a proton exchange membrane fuel cell. 2008 J. Power Sources. 185 302-310
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41. Selvaraj, V. ; Vairavasundaram, I. A comprehensive review of state of charge estimation in lithium-ion batteries used in electric vehicles. 2023 J. Energy Storage. 72 -
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42. Sharaf, O.Z. ; Orhan, M.F. An overview of fuel cell technology: fundamentals and applications. 2014 Renew. Sustain. Energy Rev.. 32 810-853

43. Shen, Q. ; Hou, M. ; Liang, D. ; Zhou, Z. ; Li, X. ; Shao, Z. ; Yi, B. Study on the processes of start-up and shutdown in proton exchange membrane fuel cells. 2009 J. Power Sources. 189 1114-1119
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44. Su, H. ; Ye, D. ; Cai, Y. ; Guo, W. Air starvation of proton exchange membrane fuel cells and its beneficial effects on performance. 2022 Appl. Energy. 323 -

45. Takada, K. ; Ishigami, Y. ; Inukai, J. ; Nagumo, Y. ; Takano, H. ; Nishide, H. ; Watanabe, M. Simultaneous visualization of oxygen distribution and water blockages in an operating triple-serpentine polymer electrolyte fuel cell. 2011 J. Power Sources. 196 2635-2639
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46. Takanohashi, K. ; Suga, T. ; Uchida, M. ; Ueda, T. ; Nagumo, Y. ; Inukai, J. ; Nishide, H. ; Watanabe, M. Simultaneous visualization of oxygen partial pressure, current density, and water droplets in serpentine fuel cell during power generation for understanding reaction distributions. 2017 J. Power Sources. 343 135-141
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47. Taniguchi, A. ; Akita, T. ; Yasuda, K. ; Miyazaki, Y. Analysis of degradation in PEMFC caused by cell reversal during air starvation. 2008 Int. J. Hydrogen Energy. 33 2323-2329
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48. Wan, Z. ; Liu, J. ; Luo, Z. ; Tu, Z. ; Liu, Z. ; Liu, W. Evaluation of self-water-removal in a dead-ended proton exchange membrane fuel cell. 2013 Appl. Energy. 104 751-757

49. Wang, K. ; Zhou, T. ; Cao, Z. ; Yuan, Z. ; He, H. ; Fan, M. ; Jiang, Z. Advanced 3D ordered electrodes for PEMFC applications: From structural features and fabrication methods to the controllable design of catalyst layers. 2024 Green Energy & Environ.. 9 1336-1365
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50. Wang, L. ; Wan, X. ; Liu, S. ; Xu, L. ; Shui, J. Fe-N-C catalysts for PEMFC: progress towards the commercial application under DOE reference. 2019 J. Energy Chem.. 39 77-87
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51. Wang, X.X. ; Swihart, M.T. ; Wu, G. Achievements, challenges and perspectives on cathode catalysts in proton exchange membrane fuel cells for transportation. 2019 Nat. Catal.. 2 578-589
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52. Wang, Y. ; Chen, K.S. ; Mishler, J. ; Cho, S.C. ; Adroher, X.C. A review of polymer electrolyte membrane fuel cells: technology, applications, and needs on fundamental research. 2011 Appl. Energy. 88 981-1007

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54. Wang, Y. ; Yuan, H. ; Martinez, A. ; Hong, P. ; Xu, H. ; Bockmiller, F.R. Polymer electrolyte membrane fuel cell and hydrogen station networks for automobiles: status, technology, and perspectives. 2021 Advances in Applied Energy. 2 -
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55. Waseem, M. ; Amir, M. ; Lakshmi, G.S. ; Harivardhagini, S. ; Ahmad, M. Fuel cell-based hybrid electric vehicles: an integrated review of current status, key challenges, recommended policies, and future prospects. 2023 Green Energy and Intelligent Transportation. 2 -
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56. Xia, Z. ; Chen, H. ; Zhang, R. ; Chu, L. ; Zhang, T. ; Pei, P. Multiple effects of non-uniform channel width along the cathode flow direction based on a single PEM fuel cell: an experimental investigation. 2022 J. Power Sources. 549 -
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57. Xia, Z. ; Chen, H. ; Zhang, R. ; Weng, Q. ; Zhang, T. ; Pei, P. Behavior analysis of PEMFC with geometric configuration variation during multiple-step loading reduction process. 2023 Appl. Energy. 349 -

58. Xia, Z. ; Chen, H. ; Zhang, T. ; Pei, P. Effect of channel-rib width ratio and relative humidity on performance of a single serpentine PEMFC based on electrochemical impedance spectroscopy. 2022 Int. J. Hydrogen Energy. 47 13076-13086
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5. Operando X-ray absorption spectroscopic investigation of electrocatalysts state in anion exchange membrane fuel cells. (2025). Pollock, Christopher J ; Li, Qihao ; Muller, David A ; Abrua, Hctor D ; Krumov, Mihail R ; Shi, Zixiao ; Villarino, Andrs Molina ; Soto, Joesene.
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7. Hydrogen powered heavy-duty trucks may contribute CO2 emission increase instead of reduction under current hydrogen production structure in China. (2025). Wu, Yiheng ; Zhao, Shuqing ; Bai, Yucai ; Chen, Feng ; Cheng, Jinping ; Xu, Hao ; Lu, Yin.
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12. Rapidly declining costs of truck batteries and fuel cells enable large-scale road freight electrification. (2024). Link, Steffen ; Plotz, Patrick ; Speth, Daniel ; Stephan, Annegret.
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15. Essential role of lattice oxygen in hydrogen sensing reaction. (2024). Bai, NI ; Zhang, LU ; Shi, Lei ; Li, Jiayu ; Zhao, Zicheng ; Zou, Xiaoxin ; Si, Wenzhe ; Gao, Ruiqin.
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18. Available solar resources and photovoltaic system planning strategy for highway. (2024). Wang, Teng ; Zhang, Shuo ; Xiao, Jingjing ; Yuan, Dongdong ; Xing, Chengwei ; Sha, Aimin ; Jiang, Wei.
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19. A review on flow field design for proton exchange membrane fuel cells: Challenges to increase the active area for MW applications. (2024). Knori, T ; Ribeirinha, P ; Gazdzicki, P ; Rocha, C.
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20. The role of hydrogen as enabler of industrial port area decarbonization. (2024). Taccani, R ; Sandrin, P ; Bogar, M ; Pivetta, D ; Dallarmi, C.
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24. Mineral policy and sustainable development goals: Volatility forecasting in the Global Souths minerals market. (2024). Rao, Amar ; Sala, Dariusz ; Parihar, Jaya Singh ; Kharbanda, Aeshna ; Dev, Dhairya.
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25. Design and verification of a novel energy-efficient pump-valve primary-auxiliary electro-hydraulic steering system for multi-axle heavy vehicles. (2024). Li, Zerong ; Zhang, Xiaolong ; Zheng, Guoqiang ; Du, Heng.
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26. Multi-objective optimization model for railway heavy-haul traffic: Addressing carbon emissions reduction and transport efficiency improvement. (2024). Wang, Xiao-Yang ; Snael, Vaclav ; Pan, Jeng-Shyang ; Lv, Hong-Xia ; Xu, Heying ; Tian, Ai-Qing.
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27. Optimization of fast cold start strategy for PEM fuel cell stack. (2024). Zhang, Yihan ; Wei, Xuezhe ; Jiang, Shangfeng ; Tao, Jianjian ; Dai, Haifeng.
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28. Modeling proton exchange membrane fuel cells with platinum-group-metal-free catalysts. (2024). Zhao, T S ; Lin, P Z ; Wu, M C ; Sun, J ; He, C X.
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29. Investigation of liquid retention behavior in the flow field plate of large-size proton exchange membrane fuel cells: Effects of sub-distribution zone. (2024). Du, Qing ; Fan, Linhao ; Jiao, Kui ; Chen, Jinxing ; Qu, Guanshu ; Li, Feiqiang ; Bao, Zhiming ; Xu, Yunfei.
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30. Ionomer-free and recyclable porous-transport electrode for high-performing proton-exchange-membrane water electrolysis. (2023). Babbe, Finn ; Cullen, David A ; Madan, Arya ; Tricker, Andrew W ; Weber, Adam Z ; Peng, Xiong ; Mukundan, Rangachary ; Danilovic, Nemanja ; Arregui-Mena, Jose D ; Lee, Jason K ; Anderson, Grace.
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31. Optimal Design and Sizing of Hybrid Photovoltaic/Fuel Cell Electrical Power System. (2023). Asad, Samer ; Ghoniem, Rania M ; Rezk, Hegazy ; Alahmer, Ali.
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32. Renewable hydrogen and synthetic fuels versus fossil fuels for trucking, shipping and aviation: A holistic cost model. (2023). Neumann, Anne ; Martin, Jonas ; Odegrd, Anders.
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33. Policy design for green hydrogen. (2023). Farrell, Niall.
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34. Techno-economic analysis of different shades of renewable and non-renewable energy-based hydrogen for fuel cell electric vehicles. (2023). Mohideen, Mohamedazeem M ; Sun, Jingyi ; Ge, Jing ; Guo, Han ; Subramanian, Balachandran ; Radhamani, Adiyodi Veettil ; Liu, Yong ; Ramakrishna, Seeram.
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35. Effect of cathode catalyst layer on proton exchange membrane fuel cell performance: Considering the spatially variable distribution. (2023). Ming, Pingwen ; Dai, Haifeng ; Chang, Guofeng ; Tang, Fumin ; Zhang, Cunman ; Li, Bing ; Wang, Qianqian.
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36. Experimental dynamic load cycling and current density measurements of different inlet/outlet configurations of a parallel-serpentine PEMFC. (2023). Aguirre, Maria Salva ; Rosa, Felipe ; Suarez, Christian ; Toharias, Baltasar ; Chesalkin, Artem ; Iranzo, Alfredo.
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37. Explosion characteristic of CH4–H2-Air mixtures vented by encapsulated large-scale Li-ion battery under thermal runaway. (2023). Li, S ; Meng, L Y ; See, K W ; Wang, G F ; Zang, C Y ; Xie, B ; Zhang, Y.
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38. Investigation on the performance heterogeneity within a fuel cell stack considering non-isopotential of bipolar plates. (2023). Shao, Yangbin ; Ouyang, Minggao ; Xu, Ling ; Li, Jianqiu ; Zhao, Guanlei ; Hu, Zunyan.
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39. Model-based closed-loop control strategies for flex-fuel capability. (2023). Srivastava, Vivek ; Pischinger, Stefan ; Schaub, Joschka.
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40. Interfacial engineering via laser ablation for high-performing PEM water electrolysis. (2023). Schuler, Tobias ; Danilovic, Nemanja ; Sabharwal, Mayank ; Lee, Jason K ; Bender, Guido ; Weber, Adam Z ; Peng, Xiong.
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41. A real-time energy management approach with fuel cell and battery competition-synergy control for the fuel cell vehicle. (2023). He, Yuntang ; Wan, Xinming ; Zou, Weitao ; Yang, Qingqing ; Li, Jianwei ; Lan, Hao.
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42. Challenges and opportunities in decarbonizing the U.S. energy system. (2022). Gevorian, Vahan ; Keyser, Matt ; Turchi, Craig ; Mai, Trieu ; Muratori, Matteo ; Pivovar, Bryan ; Burrell, Tony ; Ruth, Mark ; Carpenter, Birdie ; Barnes, Teresa ; Mehos, Mark ; Livingood, Bill ; Narumanchi, Sreekant ; Curry-Nkansah, Maria ; Kroposki, Ben ; Bauer, Sage ; Berry, Joe ; Bernstein, Andrey ; Cortright, Randy ; King, Jennifer ; Green, Peter ; Cochran, Jaquelin ; Denholm, Paul ; Stark, Greg ; Romero-Lankao, Patty ; Arent, Douglas J ; Abdullah, Zia ; Himmel, Michael .
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43. An overview of direct carbon fuel cells and their promising potential on coupling with solar thermochemical carbon production. (2022). Abuseada, M ; Verschoren, J ; Rutten, J ; Abedini, H ; Moens, D ; Ophoff, C ; Davis, R ; Ozalp, N.
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44. Modeling the evolvement of regional fuel cell vehicle supply chain: Implications for enhancing supply chain sustainability. (2022). Liu, Zongwei ; Sun, Xin ; Geng, Jingxuan ; Hao, Han ; Zhao, Fuquan ; Xun, Dengye.
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45. Harnessing freight platforms to promote the penetration of long-haul heavy-duty hydrogen fuel-cell trucks. (2022). Mao, Yuxuan ; Chen, Siyuan ; Yan, Jiaze ; Qian, Jiaqi ; Zhang, HE ; Wang, GE.
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46. Greenhouse gas life cycle analysis of Chinas fuel cell medium- and heavy-duty trucks under segmented usage scenarios and vehicle types. (2022). Ou, Xunmin ; Peng, Tianduo ; Zhou, Sheng ; Ren, Lei.
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47. Energy control of providing cryo-compressed hydrogen for the heavy-duty trucks driving. (2022). Ni, Zhonghua ; Wang, Zhao ; Xu, Zhan ; Yan, Yan ; Han, Feng.
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48. Novel analytic method of membrane electrode assembly parameters for fuel cell consistency evaluation by micro-current excitation. (2022). Ren, Peng ; Wang, Mingkai ; Zhang, LU ; Chen, Dongfang ; Li, Zizhao ; Wu, Ziyao ; Pei, Pucheng.
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49. The Influence Catalyst Layer Thickness on Resistance Contributions of PEMFC Determined by Electrochemical Impedance Spectroscopy. (2021). Hacker, Viktor ; Gaberek, Miran ; Grandi, Maximilian ; Gatalo, Matija ; Mayer, Kurt ; Kapun, Gregor ; Ruiz-Zepeda, Francisco ; Marius, Bernhard.
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50. Dual-layer approach for systematic sizing and online energy management of fuel cell hybrid vehicles. (2021). Becherif, Mohamed ; Iqbal, Mehroze ; Ramadan, Haitham S ; Badji, Abderrezak.
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