BetaCitation Atlas

RESEARCH PAPER · Advanced Theory and Simulations · 2020

Data‐Driven Fast Clustering of Second‐Life Lithium‐Ion Battery: Mechanism and Algorithm

Aihua Ran, Zihao Zhou, Shuxiao Chen, Pengbo Nie, Kun Qian, Zhenlong Li, Baohua Li, Hongbin Sun, Feiyu Kang, Xuan Zhang, Guodan Wei

Read original paper ↗

See where this research leads.

43 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

Data‐Driven Fast Clustering of Second‐Life Lithium‐Ion Battery: Mechanism and AlgorithmOriginalIntelligence-assisted predesign for the sustainable recycling of lithium-ion batteries and beyond137State-of-charge estimation for second-life lithium-ion batteries based on cell difference model and adaptive fading unscented Kalman filter algorithm24Machine learning of materials design and state prediction for lithium ion batteries61Supervised Learning of Synthetic Big Data for Li‐Ion Battery Degradation Diagnosis51Estimating battery state of health using electrochemical impedance spectroscopy and the relaxation effect151A Novel State of Charge Estimation for Energy Storage Systems Based on the Joint NARX Network and Filter Algorithm12High-efficiency modulation of broadband polarization conversion with a reconfigurable chiral metasurface37Fast Remaining Capacity Estimation for Lithium‐ion Batteries Based on Short‐time Pulse Test and Gaussian Process Regression33A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications203Statistical relationships between numerous retired lithium-ion cells and packs with random sampling for echelon utilization14Fast Clustering of Retired Lithium-Ion Batteries for Secondary Life with a Two-Step Learning Method56A Comprehensive Review of Second Life Batteries Toward Sustainable Mechanisms: Potential, Challenges, and Future Prospects109Predicting battery capacity from impedance at varying temperature and state of charge using machine learning87Equivalent modeling and parameter identification of power lithium-ion batteries4A semiparametric clustering method for the screening of retired Li-ion batteries from electric vehicles29Feature–target pairing in machine learning for battery health diagnosis and prognosis: A critical review20Screening of retired batteries with gramian angular difference fields and ConvNeXt59Clustering and Outlier Analysis for Key Performance Indicators in Battery Energy Storage Systems applications3A Screening Method for Retired Lithium-Ion Batteries Based on Support Vector Machine With a Multi-Class Kernel Function6Retired Battery Screening Based on Markov Transition Field and Swin Transformer35Clustering Features of Lithium-Ion Battery Capacity Degradation Curve1A critical review on inconsistency mechanism, evaluation methods and improvement measures for lithium-ion battery energy storage systems237Voltage Relaxation Pattern Recognition for Efficient Sorting of Healthy Cells for Second-Life Applications of Retired Electric Vehicle Batteries2An enhanced sorting method for retired battery with feature selection and multiple clustering32Data-informed Healthy Cell Clustering Technique for Second-life Applications of Retired Electric Vehicle Batteries1Fast Screening and Sorting of Commercially Available Second-Life Batteries from Former Mobility Applications for Construction of Small Energy Storage Systems4Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions153A novel application-aware retired lithium-ion batteries regrouping approach to enable improved second life22Immediate remaining capacity estimation of heterogeneous second-life lithium-ion batteries via deep generative transfer learning77Lithium-Ion Battery Grouping via Knowledge Fusion Based Transformer for Feature Extraction0Impact Assessment of Second-Life Batteries and Local Photovoltaics for Decarbonizing Enterprises Through System Digitalization and Energy Management4Multi-feature data-driven model for fast SOH assessment of batteries after their first life6Searching for a Pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety12Data-driven classification of lithium-ion batteries for second-life applications12Electrospun separators for lithium-ion batteries: Performance enhancement through post-processing and hybrid manufacturing1Battery aging and behavioral pattern identification: A fleet analytics framework for regulatory compliance testing1Echelon Utilization of Retired Batteries: Solutions, Challenges, and Prospects3Rapid state of health diagnosis of used lithium-ion batteries using mechanical and electrochemical measurements0Game theory and kernel boost efficient clustering and echelon utilization for decommissioned Li-ion batteries of electric vehicles0A lithium battery sorting method based on multidimensional data dimensionality reduction and adaptive clustering algorithm3SOC-agnostic rapid state-of-health estimation of lithium-ion batteries0A multi-objective hybrid optimization framework for clustering and regrouping of retired lithium-ion batteries0Critical pretreatment technologies for recycling lithium-ion batteries: A review0

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

43 direct citing papers saved.

  1. Intelligence-assisted predesign for the sustainable recycling of lithium-ion batteries and beyond

    Energy & Environmental Science · 2021-01-01

    Mengting Zheng, Hengky Salim, Tiefeng Liu, Rodney Anthony Stewart, Jun Biao Lu, Shanqing Zhang

    Read original paper ↗ ·

  2. State-of-charge estimation for second-life lithium-ion batteries based on cell difference model and adaptive fading unscented Kalman filter algorithm

    International Journal of Low-Carbon Technologies · 2021-02-26

    Banghua Du, Yu Zhang, Shuhao Yi, Yan‐Lin He, Yulin Luo

    Read original paper ↗ ·

  3. Machine learning of materials design and state prediction for lithium ion batteries

    Chinese Journal of Chemical Engineering · 2021-05-01

    Jiale Mao, Jiazhi Miao, Yingying Lü, Zheming Tong

    Read original paper ↗ ·

  4. Supervised Learning of Synthetic Big Data for Li‐Ion Battery Degradation Diagnosis

    Batteries & Supercaps · 2021-08-24

    Karthik S. Mayilvahanan, Kenneth J. Takeuchi, Esther S. Takeuchi, Amy C. Marschilok, Alan C. West

    Read original paper ↗ ·

  5. Estimating battery state of health using electrochemical impedance spectroscopy and the relaxation effect

    Journal of Energy Storage · 2021-09-10

    Marvin Messing, Tina Shoa, Saeid R. Habibi

    Read original paper ↗ ·

  6. A Novel State of Charge Estimation for Energy Storage Systems Based on the Joint NARX Network and Filter Algorithm

    International Journal of Electrochemical Science · 2021-11-09

    Huan Li, Chuanyun Zou, Carlos Fernández, Shunli Wang, Yongcun Fan, Donglei Liu

    Read original paper ↗ ·

  7. High-efficiency modulation of broadband polarization conversion with a reconfigurable chiral metasurface

    Nanoscale Advances · 2022-01-01

    Zeyong Wei, Yunlong Zhao, Yujing Zhang, Weiqi Cai, Yuancheng Fan, Zhanshan Wang, Xinbin Cheng

    Read original paper ↗ ·

  8. Fast Remaining Capacity Estimation for Lithium‐ion Batteries Based on Short‐time Pulse Test and Gaussian Process Regression

    Energy & environment materials · 2022-03-27

    Aihua Ran, Ming Cheng, Shuxiao Chen, Zheng Yong Liang, Zihao Zhou, Guangmin Zhou, Feiyu Kang, Xuan Zhang, Baohua Li, Guodan Wei

    Read original paper ↗ ·

  9. A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications

    Proceedings of the IEEE · 2022-06-01

    Xiaosong Hu, Xinchen Deng, Wang Feng, Zhongwei Deng, Xianke Lin, Remus Teodorescu, MICHAEL G. PECHT

    Read original paper ↗ ·

  10. Statistical relationships between numerous retired lithium-ion cells and packs with random sampling for echelon utilization

    Energy · 2022-07-02

    Chen Ma, Long Chang, Naxin Cui, Bin Duan, Yulong Zhang, Zhihao Yu

    Read original paper ↗ ·

  11. Fast Clustering of Retired Lithium-Ion Batteries for Secondary Life with a Two-Step Learning Method

    ACS Energy Letters · 2022-10-11

    Aihua Ran, Zheng Yong Liang, Shuxiao Chen, Ming Cheng, Chongbo Sun, Feiyue Ma, Kang Wang, Baohua Li, Guangmin Zhou, Xuan Zhang, Feiyu Kang, Guodan Wei

    Read original paper ↗ ·

  12. A Comprehensive Review of Second Life Batteries Toward Sustainable Mechanisms: Potential, Challenges, and Future Prospects

    IEEE Transactions on Transportation Electrification · 2022-11-14

    Jianwei Li, Shucheng He, Qingqing Yang, Zhongbao Wei, Yang Li, Hongwen He

    Read original paper ↗ ·

  13. Predicting battery capacity from impedance at varying temperature and state of charge using machine learning

    Cell Reports Physical Science · 2022-12-01

    Paul Joseph Gasper, Andrew Charles Schiek, Kandler A. Smith, Yuta Shimonishi, Shuhei Yoshida

    Read original paper ↗ ·

  14. Equivalent modeling and parameter identification of power lithium-ion batteries

    Elsevier eBooks · 2023-01-01

    Dan Deng, Jialu Qiao, Jun Qi, Shunli Wang, Siyu Jin, Xianyong Xiao, Xueyi Hao, Yunlong Shang

    Read original paper ↗ ·

  15. A semiparametric clustering method for the screening of retired Li-ion batteries from electric vehicles

    Journal of Energy Storage · 2023-03-09

    Zhiqiang Lyu, Yunfei Zhang, Geng Wang, Renjing Gao

    Read original paper ↗ ·

  16. Feature–target pairing in machine learning for battery health diagnosis and prognosis: A critical review

    EcoMat · 2023-03-25

    Zijie Huang, Lawnardo Sugiarto, Yi‐Chun Lu

    Read original paper ↗ ·

  17. Screening of retired batteries with gramian angular difference fields and ConvNeXt

    Engineering Applications of Artificial Intelligence · 2023-05-12

    Mingqiang Lin, Jian Wu, Jinhao Meng, Wei Wang, Ji Wu

    Read original paper ↗ ·

  18. Clustering and Outlier Analysis for Key Performance Indicators in Battery Energy Storage Systems applications

    IEEE International Conference on Compatibility, Power Electronics and Power Engineering · 2023-06-14

    Rolando Antonio Gilbert Zequera, Anton Rassõlkin, Toomas Vaimann, Ants Kallaste

    Read original paper ↗ ·

  19. A Screening Method for Retired Lithium-Ion Batteries Based on Support Vector Machine With a Multi-Class Kernel Function

    Journal of Electrochemical Energy Conversion and Storage · 2023-07-18

    Hao Qiang, Yuanlin Liu, Wanjie Zhang

    Read original paper ↗ ·

  20. Retired Battery Screening Based on Markov Transition Field and Swin Transformer

    IEEE Transactions on Transportation Electrification · 2023-08-18

    Mingqiang Lin, Jian Wu, Jianqing Zou, Jinhao Meng, Wei Wang, Ji Wu

    Read original paper ↗ ·

  21. Clustering Features of Lithium-Ion Battery Capacity Degradation Curve

    Global Reliability and Prognostics and Health Management Conference (PHM) · 2023-10-12

    Junchang Liu, Shuai Wang, Lifei Chen, Shoubin Zhou

    Read original paper ↗ ·

  22. A critical review on inconsistency mechanism, evaluation methods and improvement measures for lithium-ion battery energy storage systems

    Renewable and Sustainable Energy Reviews · 2023-11-03

    Jiaqiang Tian, Yuan Fan, Tianhong Pan, Xu Zhang, Jianning Yin, Qingping Zhang

    Read original paper ↗ ·

  23. Voltage Relaxation Pattern Recognition for Efficient Sorting of Healthy Cells for Second-Life Applications of Retired Electric Vehicle Batteries

    IEEE International Conference on Industrial Technology (ICIT) · 2024-03-25

    Akash Samanta, Dominic Karnehm, Antje Neve, Sheldon S. Williamson

    Read original paper ↗ ·

  24. An enhanced sorting method for retired battery with feature selection and multiple clustering

    Journal of Energy Storage · 2024-03-29

    Tianqi Liu, Xi Chen, Qiao Peng, Jichang Peng, Jinhao Meng

    Read original paper ↗ ·

  25. Data-informed Healthy Cell Clustering Technique for Second-life Applications of Retired Electric Vehicle Batteries

    IEEE Transportation Electrification Conference and Expo · 2024-06-19

    Akash Samanta, Dominic Karnehm, Antje Neve, Sheldon S. Williamson

    Read original paper ↗ ·

  26. Fast Screening and Sorting of Commercially Available Second-Life Batteries from Former Mobility Applications for Construction of Small Energy Storage Systems

    IEEE Transportation Electrification Conference and Expo · 2024-06-19

    Alexander Popp, Utz Spaeth, Benedikt Schmuelling

    Read original paper ↗ ·

  27. Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions

    Nature Communications · 2024-11-22

    Shengyu Tao, Ruifei Ma, Zixi Zhao, Gengyu Ma, Lin Su, Heng Chang, Yuou Chen, Haizhou Liu, Zheng Yong Liang, Tingwei Cao, Haocheng Ji, Zhiyuan Han, Minyan Lu, Huixiong Yang, Zongguo Wen, Jianhua Yao, Yu Rong, Guodan Wei, Yang Li, Xuan Zhang, Tingyang Xu, Guangmin Zhou

    Read original paper ↗ ·

  28. A novel application-aware retired lithium-ion batteries regrouping approach to enable improved second life

    Journal of Cleaner Production · 2024-12-27

    Gabriele Piombo, Mona Faraji Niri, James Marco

    Read original paper ↗ ·

  29. Immediate remaining capacity estimation of heterogeneous second-life lithium-ion batteries via deep generative transfer learning

    Energy & Environmental Science · 2025-01-01

    Shengyu Tao, Ruohan Guo, Jaewoong Lee, Scott Jason Moura, Lluc Canals Casals, Shida Jiang, Junzhe Shi, Stephen J. Harris, Tongda Zhang, Chi Yung Chung, Guangmin Zhou, Jinpeng Tian, Xuan Zhang

    Read original paper ↗ ·

  30. Lithium-Ion Battery Grouping via Knowledge Fusion Based Transformer for Feature Extraction

    Lecture notes in electrical engineering · 2025-01-01

    Zhenjie Liu, Yudong Wang, Xiwei Bai, Xiang Wang, Jianjun He

    Read original paper ↗ ·

  31. Impact Assessment of Second-Life Batteries and Local Photovoltaics for Decarbonizing Enterprises Through System Digitalization and Energy Management

    Energies · 2025-02-28

    Gerard Borrego-Orpinell, José-Fernando Forero-Quintero, Adriano Caprara, Francisco Díaz‐González

    Read original paper ↗ ·

  32. Multi-feature data-driven model for fast SOH assessment of batteries after their first life

    Mathematics and Computers in Simulation · 2025-05-16

    Tomás Montes, Maite Etxandi-Santolaya, Lluc Canals Casals, Joshua Eichman

    Read original paper ↗ ·

  33. Searching for a Pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety

    Journal of The Electrochemical Society · 2025-06-01

    Paul Joseph Gasper, Nina Prakash, Bryce Knutson, Thomas Bethel, Katrina Ramirez-Meyers, Amariah Condon, Peter M. Attia, Matthew A. Keyser

    Read original paper ↗ ·

  34. Data-driven classification of lithium-ion batteries for second-life applications

    Journal of Energy Storage · 2025-08-18

    Lucas Murphy, Curran A. Crawford

    Read original paper ↗ ·

  35. Electrospun separators for lithium-ion batteries: Performance enhancement through post-processing and hybrid manufacturing

    Materials Today Energy · 2025-11-17

    Fang Yang Liao, Yihan Wang, Jianfeng Zhou, Fan Xu, Deng‐Guang Yu, Ke Wang

    Read original paper ↗ ·

  36. Battery aging and behavioral pattern identification: A fleet analytics framework for regulatory compliance testing

    Energy and AI · 2025-12-22

    Robin Saam, Ludwig Hagen Letzig, Jens Grabow, Ralf Benger, Ines Hauer

    Read original paper ↗ ·

  37. Echelon Utilization of Retired Batteries: Solutions, Challenges, and Prospects

    IEEE Journal of Emerging and Selected Topics in Industrial Electronics · 2025-12-31

    Jiaqiang Tian, Yujie Zhou, Xu Zhang, Jikai Wang, Xinghua Liu, Mince Li, Tianhong Pan, Dexiang Zhang, P. Wang

    Read original paper ↗ ·

  38. Rapid state of health diagnosis of used lithium-ion batteries using mechanical and electrochemical measurements

    Journal of Energy Storage · 2026-01-09

    Yuichi Kajiura, L Scott, Toan Matsumoto, Yingtao Liu, Dong Zhang

    Read original paper ↗ ·

  39. Game theory and kernel boost efficient clustering and echelon utilization for decommissioned Li-ion batteries of electric vehicles

    Journal of Power Sources · 2026-02-10

    Chunling Wu, Boyang Liu, Jinhao Meng, Li Wang, Hao Chen, Yating Chang, Xiangming He

    Read original paper ↗ ·

  40. A lithium battery sorting method based on multidimensional data dimensionality reduction and adaptive clustering algorithm

    Journal of Power Sources · 2026-03-28

    Chenguang Zhou, Jianhui Su, Jidong Lai, Jie Yao

    Read original paper ↗ ·

  41. SOC-agnostic rapid state-of-health estimation of lithium-ion batteries

    Applied Energy · 2026-07-26

    Sina Navidi, Benjamin Nowacki, Kristupas Bajarunas, Manuel Arias Chao, Chao Kun Hu

    Read original paper ↗ ·

  42. A multi-objective hybrid optimization framework for clustering and regrouping of retired lithium-ion batteries

    Journal of Energy Storage · 2026-08-31

    Minling Pan, Zihao Liu, Lulu Li, Haihong Pan, Bowei Yao, Lin Chen

    Read original paper ↗ ·

  43. Critical pretreatment technologies for recycling lithium-ion batteries: A review

    Journal of Energy Storage · 2026-09-05

    Yu Zhu, Weidong Li, Jinxu Yang, Yiming Gu, Wei Luo, Jinhua Xiao

    Read original paper ↗ ·
Citation Atlas · A map of research, not a ranking.