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Papers citing Cost, performance prediction and optimization of a vanadium flow battery by machine-learning

  1. Recent progress on insights into surface and interface modification of carbon electrodes and their enhancing mechanism of flow battery performance

    Nano Research · 2025

    Yao Liu, Jiayi Niu, Xuan Zhou, Zhiyuan Cui, Yinping Liu, Jinyi Liu, Yulin Cai, Haoran Ran, Chaozhong Guo, Yuxin Zhang, Quan Xu

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  2. A Machine Learning-Driven Modelling Framework for Predicting Redox Flow Battery Performance Using Pore Network Simulations

    SSRN Electronic Journal · 2026

    Jihad Salah Khan, Aarnav Shah, Maxime van der Heijden

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  3. Optimization of porous electrode configuration for organic redox flow battery by machine learning based on back propagation neural network based on firefly

    Journal of Energy Storage · 2026

    Fengming Chu, Yongzhuo Wang, Xi Liu, Tong Liu

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  4. Recent advancements in membranes for vanadium redox flow batteries

    Journal of Power Sources · 2026

    Ting Zhang, Lili Lin, Lili Lin, Huanxi Liao, Yu Peng Gao, Xin Wang, Lijing Wang, Yang Liu, Yi Zhao, Hongfang Du, Liangxu Lin, Liangxu Lin

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  5. Lewis acid-mediated hydrogen-bond networks boosting the conductivity and stability of membranes for flow batteries

    Journal of Power Sources · 2026

    Shumin Liu, Haofu Yuan, Junchi Zhang, Caihe Zhong, Lin Qiao, Xiangkun Ma

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  6. Mechanism investigation and optimisation of redox-flow desalination of highly saline source waters

    Desalination · 2026

    Shixin Zhao, Jui-Yao Chang, An Ninh Pham, Christopher J. Miller, Chia‐Hung Hou, T. David Waite

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  7. Balanced-state electrolytes overcome crossover in vanadium redox flow batteries

    Nature Communications · 2026

    Zhenyu Wang, Zixiao Guo, Tianshuai Wang, Yiju Li, Jing Sun, Jiadong Shen, Jiayou Ren, Xiaosa Xu, Jin Li, Yuan Lei, Xinzhuang Fan, Tianshou S. Zhao

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  8. Aqueous organic redox flow battery: From molecular engineering to process intensification

    eScience Energy · 2026

    Xianzhi Yuan, Yufeng Liu, Weizhe Xiang, Mingbao Huang, Zhipeng Xiang, Kai Wan, Zhiyong Fu, Zhenxing Liang

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  9. Deep learning powered real-time state of charge monitoring for vanadium flow battery energy storage system

    Journal of Energy Chemistry · 2026

    Tianyu Li, Tianyu Li, Jiawei Sun, Shengkai Xu, Xijun Wang, Huacheng Wu, Feng Xing, Zhao Ma, He Jiang, Zonghao Liu, Tao Liu, Xianfeng Li

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  10. Vanadium flow batteries for long-duration energy storage: Experimental study and techno-economic analysis

    Journal of Energy Storage · 2026

    Rui Nie, Annan Gao, Le Liu, Jingyu Xi

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  11. Design and optimization of flow channel structures for CO2 electrolyzers based on neural network and genetic algorithm

    Chemical Engineering Science · 2026

    Hui Ding, Hui Ding, Haolan Tao, Yuxing Ding, Honglai Liu, Cheng Lian

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  12. Architecting catalytic negative electrodes for practical vanadium flow batteries: From preloading to in-situ construction

    Energy storage materials · 2026

    Yizhe Nie, Lihong Yu, Zuo Wang, Annan Gao, Le Liu, Jingyu Xi

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  13. Atomically Dispersed Cu–N3 Sites in N-Doped Porous Carbon for Enhanced Vanadium Flow Battery Performance

    Precision Chemistry · 2026

    Xijun Wang, Ke Wang, Shihang Lu, Ziyang Liu, Chenlei Li, Miaosen Yang, Junfeng Liu

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  14. Atomic Bi induced coordination and oxygen vacancies regulations for fast charge transfer and long-life vanadium redox flow batteries

    Journal of Energy Storage · 2026

    Taolong Wu, L T Yang, Xuemei Wu, Zihao Fan, Bo Pang, Gaohong He

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  15. Copper‐Regulated Electron‐Deficiency of Oxide‐Derived Bismuth Electrocatalysts for Enhanced V 2+ /V 3+ Redox Kinetics in Vanadium Redox Flow Batteries

    Advanced Functional Materials · 2026

    Xiaolong Ge, Suqin Liu, Rongjiao Huang, Y I He, Yi Zhou, Kuangmin Zhao, Zhen He

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  16. Rich oxygen-containing functional groups enhance the redox kinetics of the TiO2+/Ti3+ couple in flow batteries

    Inorganic Chemistry Communications · 2026

    Runhui Li, Lin Qiao, Zichao Zhao, Junchi Zhang, Yulin Sun

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  17. Toward high-performance vanadium-oxygen fuel cell: numerical modeling, polarization analysis, and bismuth-catalyzed anode optimization

    Applied Energy · 2026

    Can Yang, Shuaibin Wan, Honghao Qi, Haoyao Rao, Meisheng Han, Lyuming Pan, Qinping Jian, Puiki Leung, Yubai Li, Lin Zeng, Jiayou Ren, Lei Wei, Tianshou S. Zhao

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  18. Beyond surface modification: Active-site microenvironment engineering in porous carbon-based electrodes for vanadium redox flow batteries

    Journal of Energy Storage · 2026

    M.M. Harussani, Takele Ferede, Jeffrey S. Cross, Kanji Sato, Wan Azlina Wan Ab Karim Ghani

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  19. Utility-scale non-lithium-ion battery energy storage systems: A comprehensive review, performance comparison, and path forward

    Journal of Power Sources · 2026

    Mehdi Jabbari Zideh, Biswash Basnet, Cosmas Ifeanyi Nwakanma, Sarika Khushalani Solanki, Anurag Kumar Srivastava

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  20. Waste-asphalt-derived carbon interlayer enabling uniform CuS deposition for advanced ferricyanide/polysulfide flow batteries

    Microstructures · 2026

    Zhizhao Xu, Qingcai Zhang, Qinghui Li, Sijie Xie, Jian Xu, Mei Ding, Jianlong Zheng, Chuankun Jia

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  21. Periodic gradient flow fields intensify mass transfer in vanadium redox flow batteries through enhanced under-rib convection

    Journal of Energy Storage · 2026

    Mengfan Lv, Qing Wang, Qianhao Xiao, Xuanyao Wang, Wang Yayong, Mingming Zhao, Yu Cao, Ping Yang, Zhenghua Lv, Wenbo Zhang, Jining Sun, Lei Zhang

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  22. Scaling‐Up Vanadium Redox Flow Batteries: From Lab‐Scale Flow Cells to Application Stacks

    Advanced Chemical Engineering · 2026

    Xin Long, Xiaoyu Huo, Yuran Bai, Enkang Fu, Xusong Gong, Zhongchao Tan, Liang An

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