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

  1. Iterative Approach of Experiment–Machine Learning for Efficient Optimization of Environmental Catalysts: An Example of NO x Selective Reduction Catalysts

    Environmental Science & Technology · 2023-07-02

    Yulong Chen, Jia Feng, Xin Wang, Cheng Zhang, Dongfang Ke, Huiyan Zhu, Shuai Wang, Hongri Suo, Chongxuan Liu

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  2. Low‐cost Zinc‐Iron Flow Batteries for Long‐Term and Large‐Scale Energy Storage

    Chemistry - An Asian Journal · 2023-07-06

    Haili Huang, Ying Zhu, Fujun Chu, Shaochong Wang, Yuanhui Cheng

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  3. Physics-informed machine learning of redox flow battery based on a two-dimensional unit cell model

    Journal of Power Sources · 2023-09-07

    Wenqian Chen, Yucheng Fu, Panos Stinis

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  4. Machine learning for beyond Li-ion batteries: Powering the research

    Journal of Energy Storage · 2023-09-27

    Aysegul Kilic, Burcu Oral, Damla Eroğlu, Ramazan Yıldırım

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  5. In-situ electrodeposition of homogeneous and dense bismuth nanoparticles onto scale-up graphite felt anodes for vanadium redox flow batteries

    Journal of Power Sources · 2023-10-01

    Jiayou Ren, Zhenyu Wang, Jing Sun, Zixiao Guo, Bin Liu, Xinzhuang Fan, Tianshou S. Zhao

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  6. Development of highly stable and active intermetallic Pt-alloyed catalysts for the production of V3.5+ electrolyte in the vanadium redox flow batteries

    Molecular Catalysis · 2023-10-11

    Jaehyuk Lee, Suyeon Bae, Nayun Kim, Youn Jeong Jang, Jae Yun Park, Dae Sik Kim

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  7. Design and development of large-scale vanadium redox flow batteries for engineering applications

    Journal of Power Sources · 2023-11-26

    Jianlin Li, Qian Wang, Jianhui Zhang

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  8. The Effect of Electrolyte Composition on the Performance of a Single‐Cell Iron–Chromium Flow Battery

    Advanced Energy and Sustainability Research · 2023-12-24

    Nico Mans, Henning Manfred Krieg, D.J. van der Westhuizen

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  9. A Double‐ligand Chelating Strategy to Iron Complex Anolytes with Ultrahigh Cyclability for Aqueous Iron Flow Batteries

    Angewandte Chemie International Edition · 2024-01-07

    Shaocong Wang, Long Ma, Shiyang Niu, Shibo Sun, Yong Liu, Yuanhui Cheng

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  10. A Double‐ligand Chelating Strategy to Iron Complex Anolytes with Ultrahigh Cyclability for Aqueous Iron Flow Batteries

    Angewandte Chemie · 2024-01-07

    Shaocong Wang, Long Ma, Shiyang Niu, Shibo Sun, Yong Liu, Yuanhui Cheng

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  11. Battery safety: Machine learning-based prognostics

    Progress in Energy and Combustion Science · 2024-01-19

    Jingyuan Zhao, Xuning Feng, Quanquan Pang, Michael William Fowler, Yubo Lian, Minggao Ouyang, Andrew F. Burke

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  12. Simultaneously improved H+ conductivity and H+/V4+ selectivity for all vanadium flow battery by ZIF-8 induced physical cross-linking

    Journal of Energy Storage · 2024-04-25

    Jiachen Chu, Hao Xu, Zelong Xu, Luxin Sun, Jianxin Li, Xiaohua Ma

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  13. Modulating single-atom sulfur-vacancy defect in MoS2-x catalysts to boost cathode redox kinetics for vanadium flow batteries

    Energy storage materials · 2024-04-30

    Xihao Zhang, Lansong Liu, Kaiyue Zhang, Denghua Zhang, Shaoyu Hou, Jinling Zhao, Hongxiang He, Xiaoliang Wu, Jianguo Liu, Chuanwei Yan

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  14. Physics-Guided Continual Learning for Predicting Emerging Aqueous Organic Redox Flow Battery Material Performance

    ACS Energy Letters · 2024-05-16

    Yucheng Fu, Amanda A. Howard, Chao Zeng, Yunxiang Chen, Peiyuan Gao, Panos Stinis

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  15. Machine Learning Orchestrating the Materials Discovery and Performance Optimization of Redox Flow Battery

    ChemElectroChem · 2024-06-10

    Lina Tang, Puiki Leung, Qian Feng Xu, Cristina Flox

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  16. In Situ Growth of Amorphous MnO2 on Graphite Felt via Mild Etching Engineering as a Powerful Catalyst for Advanced Vanadium Redox Flow Batteries

    ACS Applied Materials & Interfaces · 2024-06-13

    Xiaoyi Huangyang, Hongrui Wang, Weibin Zhou, Qi Deng, Zhuo Liu, Xian‐Xiang Zeng, Xiongwei Wu, Wei Ling

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  17. Emerging polyoxometalate clusters-based redox flow batteries: Performance metrics, application prospects, and development strategies

    Energy storage materials · 2024-06-17

    Mingjun Han, Wei Sun, Wenjihao Hu, Yang Liu, Jiajia Chen, Chenyang Zhang, Jie Li

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  18. Sustainability Development of Stationary Batteries: A Circular Economy Approach for Vanadium Flow Batteries

    Batteries · 2024-07-03

    Nick Blume, Thomas Turek, Christine Minke

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  19. Machine-learning assisted analysis on coupled fluid-dynamics and electrochemical processes in interdigitated channel for iron-chromium flow batteries

    Chemical Engineering Journal · 2024-07-10

    Tianhang Zhou, Ziyu Liu, Shengwei Yuan, Ali Heydari, Yinping Liu, Ping Chen, Yang Zhou, Yingchun Niu, Chunming Xu, Quan Xu, Quan Xu

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  20. A novel carbon paper based flow field design strategy toward high power density vanadium flow battery operation

    Journal of Power Sources · 2024-07-22

    Zhongxiao Cong, Yuanfang Song, Yuanfang Song, Ying Li, Ao Tang

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  21. Urea Induces Uniform Tin Deposition for Long Cycle‐Life Tin‐based Redox Flow Battery

    Advanced Functional Materials · 2024-08-12

    Yang Yang, Yan Xiang, Yuewen Yang, Xian Xie, Faheem Mushtaq, Ruiqin Q. Zhang, Walid A. Daoud

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  22. Evolution from passive to active components in lithium metal and lithium-ion batteries separators

    Materials Today Energy · 2024-08-31

    Tong Liang, Dahang Cheng, Junhao Chen, Xianqi Wu, Hui Xiong, Sutong Yu, Zhennan Zhang, Haiyang Liu, Shurui Liu, Xiaohui Song

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  23. Maximizing flow battery membrane performance via pseudo-nanophase separation enhanced by polymer supramolecular sidechain

    Journal of Membrane Science · 2024-09-02

    Zutao Sheng, Sisi Xiao, Guang Zeng, Qing Guo He, Zhaoyong Chen, Junfei Duan, Sangshan Peng

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  24. Bismuth Single Atoms Regulated Graphite Felt Electrode Boosting High Power Density Vanadium Flow Batteries

    Journal of the American Chemical Society · 2024-09-16

    Fei Xing, Qiang Fu, Feng Xing, Jian Zhao, Haoyang Long, Tao Liu, Xianfeng Li

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  25. Battery engineering safety technologies (BEST): M5 framework of mechanisms, modes, metrics, modeling, and mitigation

    eTransportation · 2024-09-23

    Jingyuan Zhao, Zhilong Lv, Di Li, Xuning Feng, Zhenghong Wang, Yuyan Wu, Dapai Shi, Michael William Fowler, Andrew F. Burke

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  26. Next‐Generation Ultrathin Lightweight Electrode for pH‐Universal Aqueous Flow Batteries

    Small · 2024-09-23

    Jiajun Wu, Rui Nie, Lihong Yu, Yizhe Nie, Yang Zhao, Le Liu, Jingyu Xi

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  27. Accelerating the Reduction Kinetics of V4+ to V3+ on Atomically Fe─N4 Decorated Carbon Nanotubes for Vanadium Electrolyte Preparation

    Small · 2024-10-04

    Shiyang Niu, Haopeng Li, Hui Min Guo, Yong Liu, Yuanhui Cheng

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  28. Development status, challenges, and perspectives of key components and systems of all-vanadium redox flow batteries

    Future Batteries · 2024-10-24

    Hengyuan Hu, Meisheng Han, Jie Liu, Kunxiong Zheng, Yongbiao Mu, Zhiyu Zou, Fenghua Yu, Wenjia Li, Tianshou S. Zhao

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  29. A convection-enhanced flow field with height-changing ribs for redox flow batteries

    Chemical Engineering Journal · 2024-10-30

    Jiayou Ren, Zixiao Guo, Yilin Wang, Jing Sun, Zhenyu Wang, Bin Liu, Xinzhuang Fan, Tianshou S. Zhao

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  30. Environmental impact analysis of potassium-ion batteries based on the life cycle assessment: A comparison with lithium iron phosphate batteries

    Journal of Cleaner Production · 2024-11-22

    Jiesong Zhu, Shuai Li, Shuai Li, Ting Li, Ting Li, Antai Zhu, Yanan Shao, Zhengqing Yang, Libao Chen, Xiaodong Li

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  31. Research and optimization of slit issues in the kW-scale redox flow batteries stack

    Journal of Energy Storage · 2024-11-29

    Yingchun Niu, Shengwei Yuan, Ziyu Liu, Ali Heydari, Yinping Liu, Wei Qiu, Chunming Xu, Quan Xu

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  32. Designing layered oxides as cathodes for sodium-ion batteries: Machine learning and density functional theory based modeling

    Materials Today Physics · 2024-12-31

    Nishant Mishra, Rajdeep Boral, Tanmoy Paul

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  33. Multiscale coupled electron–ion transport in semi-solid lithium flow batteries

    Energy & Environmental Science · 2025-01-01

    Shanshan Pan, Wenhao Fang, Jie Yan, Haitao Zhang, Haitao Zhang

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  34. A comprehensive review on the techno-economic analysis of electrochemical energy storage systems: Technologies, applications, benefits and trends

    Future Batteries · 2025-01-13

    Qian Huang, Lin Zeng, Najeeb ur Rehman Lashari, Zebo Huang, Xing Xie

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  35. Revisiting Membrane‐Free Zn–Mn Redox Flow Batteries: An Innovative Universal Aspartic Acid Additive for Superior Stability

    Advanced Energy Materials · 2025-03-03

    Hyeokjun Jang, Mu Geun Son, Duho Han, Jinyeong Choi, Jin Hong Lee, Pilgun Oh, Joonhee Kang, Minjoon Park

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  36. Constructing Hydrophilic Polymer Membranes with Microporosity for Aqueous Redox Flow Batteries

    ChemSusChem · 2025-03-11

    Peipei Zuo, Tongwen Xu

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  37. Morphology-induced vacancy engineering of Co3O4 nanoarrays on carbon felt enables high-performance vanadium flow batteries

    Journal of Colloid and Interface Science · 2025-04-16

    Kaiyue Zhang, Bin Feng, Hong Wang, Lijie Liu, Liangbin Hu, Hui Feng Zhao, Zeyu Xu, Xihao Zhang, Jianguo Liu

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  38. Honeycomb carbon felt assisted by cobalt oxide boosting the electrochemical activity of TiO2+/Ti3+ redox couple in flow battery

    Journal of Power Sources · 2025-05-21

    Zichao Zhao, Shumin Liu, Jiaying Yan, Min Wu, Lin Qiao, Mingjun Nan, Xiangkun Ma

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  39. Ag/Sn Dual‐Atoms with Synergistic Electrocatalysis for High‐Power Density Vanadium Flow Batteries

    Small · 2025-06-25

    Fei Xing, Qiang Fu, Shuo Wang, Lin Liu, Tao Liu, Xianfeng Li

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  40. Heteroatom-tuned Bi pz-orbital hybridization of single-atom catalysts for high-power density vanadium flow batteries

    Energy storage materials · 2025-07-20

    Fei Xing, Shuo Wang, Qiang Fu, Tao Liu, Xianfeng Li

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  41. Effective Energy Storage System Strategies—A Review

    Journal of Thermal Analysis and Calorimetry · 2025-08-08

    Divya R, K. Karunanithi, Ramesh S, Raja. S.P

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  42. Artificial intelligence-empowered modeling and management of flow batteries: A mini-review

    Future Batteries · 2025-09-01

    Qiang Zheng, Xinyi Shi, Yuze Cai, Liang An, Dongxiao Zhang

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  43. Machine learning-guided discovery and stabilization of anomalous Ni4+ oxides with superior electrocatalysis for flow batteries

    Chemical Engineering Journal · 2025-09-10

    Jiaqi Liu, Deng-Hua Zhang, Lixin Yang, Fang Liu, Tongtong Shi, Yujia Wang, Yun‐Long Tang, Yin‐Lian Zhu, Xiuliang Ma

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  44. Degradation Mechanisms of Redox-Active Molecules toward Long-Cycle Aqueous Organic Flow Batteries

    ACS Applied Energy Materials · 2025-09-15

    Maolin Fang, Jiayi Cheng, Xianfeng Li, Changkun Zhang

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  45. A Review on Battery and Energy Management for Redox Flow Batteries

    Energy Storage · 2025-09-18

    Anshul Kumar Yadav, Dhiraj, Anil Kumar Saini

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  46. Impact of Ion Crossover on Mass Transfer Polarization Regulation in High-Power Vanadium Flow Batteries

    Energies · 2025-09-30

    J. J. Li, Zhengxiang Song, Zihan Li

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  47. Achieving high cycling stability in alkaline zinc-iron flow batteries through synergy of 3D VPCF/nicotinamide and active ZnO species

    Journal of Central South University · 2025-10-01

    Ning Li, Jie Shao, Li Gu, Xuebo Cao, Jianwei Zhao

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  48. Functional Integration in Tailored Polymers Enables Zwitterionic Membranes with Selective Ion Transport and Enhanced Stability

    Advanced Functional Materials · 2025-10-08

    Tao Ban, Yifei Xu, Kunzhi Shen, Qingwu Wang, Yinfei Wang, Zihui Wang, Xiuling Zhu

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  49. Integrating Flow Field Geometries within Porous Electrode Architectures for Enhanced Flow Battery Performance

    Small · 2025-10-24

    Baichen Liu, Rémy Richard Jacquemond, Vanesa Muñoz, Simona Buzzi, Johan Hjelm, Antoni Forner‐Cuenca

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  50. Room-temperature diazonium grafting of pyridinic-N onto graphite felt enhances electrode kinetics in vanadium redox flow batteries

    Journal of Colloid and Interface Science · 2025-11-20

    Qiangqiang Yu, Jing-Qi Liu, Hong-Jing Han, Xue-Qian Gan, Jia-Xin Zhang, Bing-Jin Shen, Xia-Jun Jin, Cong Chen, De‐Ming Kong, Xiao-Hai Ding, Xi Yu, Li−Na Zhu

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