IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v16y2023i5p2478-d1088394.html
   My bibliography  Save this article

A Study on Capacity and State of Charge Estimation of VRFB Systems Using Cumulated Charge and Electrolyte Volume under Rebalancing Conditions

Author

Listed:
  • Hyeonhong Jung

    (Department of Mechanical System & Automotive Engineering, Chosun University, Gwangju 61452, Republic of Korea)

  • Seongjun Lee

    (Department of Mechanical Engineering, Chosun University, Gwangju 61452, Republic of Korea)

Abstract

Extensive research has been conducted on energy storage systems (ESSs) for efficient power use to mitigate the problems of environmental pollution and resource depletion. Various batteries such as lead-acid batteries, lithium batteries, and vanadium redox flow batteries (VRFBs), which have longer life spans and better fire safety, have been actively researched. However, VRFBs undergo capacity reduction due to electrolyte crossover. Additionally, research on the capacity and state of charge (SOC) estimation for efficient energy management, safety, and life span management of VRFBs has been performed; however, the results of short-term experimental conditions with little change in capacity are presented without considering the rebalancing process of the electrolyte. Therefore, herein we propose a method for estimating the capacity of a VRFB using the cumulative charge and electrolyte volume amount under long-term cycle conditions, including rebalancing. The main point of the estimation method is to design a capacity estimation equation in the form of a power function with the measured cumulative charge of the battery as a variable and to update the initial capacity value applied to the estimation equation with the amount of electrolyte measured at the time of rebalancing. Additionally, the performance verification results of the SOC estimation algorithm using the capacity estimation model were presented using the long-term charge/discharge cycle test data of a 10 W-class single cell.

Suggested Citation

  • Hyeonhong Jung & Seongjun Lee, 2023. "A Study on Capacity and State of Charge Estimation of VRFB Systems Using Cumulated Charge and Electrolyte Volume under Rebalancing Conditions," Energies, MDPI, vol. 16(5), pages 1-14, March.
  • Handle: RePEc:gam:jeners:v:16:y:2023:i:5:p:2478-:d:1088394
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/16/5/2478/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/16/5/2478/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lingxi Kong & Chuan Li & Jiuchun Jiang & Michael G. Pecht, 2018. "Li-Ion Battery Fire Hazards and Safety Strategies," Energies, MDPI, vol. 11(9), pages 1-11, August.
    2. Kim, Jungmyung & Park, Heesung, 2017. "Experimental analysis of discharge characteristics in vanadium redox flow battery," Applied Energy, Elsevier, vol. 206(C), pages 451-457.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sun, Li & Sun, Wen & You, Fengqi, 2020. "Core temperature modelling and monitoring of lithium-ion battery in the presence of sensor bias," Applied Energy, Elsevier, vol. 271(C).
    2. Lingxi Kong & Diganta Das & Michael G. Pecht, 2022. "The Distribution and Detection Issues of Counterfeit Lithium-Ion Batteries," Energies, MDPI, vol. 15(10), pages 1-13, May.
    3. Nguyen-Tien, Viet & Dai, Qiang & Harper, Gavin D.J. & Anderson, Paul A. & Elliott, Robert J.R., 2022. "Optimising the geospatial configuration of a future lithium ion battery recycling industry in the transition to electric vehicles and a circular economy," Applied Energy, Elsevier, vol. 321(C).
    4. Wei, L. & Zeng, L. & Wu, M.C. & Fan, X.Z. & Zhao, T.S., 2019. "Seawater as an alternative to deionized water for electrolyte preparations in vanadium redox flow batteries," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    5. Hamid Khatibi & Eman Hassan & Dominic Frisone & Mahdi Amiriyan & Rashid Farahati & Siamak Farhad, 2022. "Recycling and Reusing Copper and Aluminum Current-Collectors from Spent Lithium-Ion Batteries," Energies, MDPI, vol. 15(23), pages 1-15, November.
    6. Roberto de Fazio & Donato Cafagna & Giorgio Marcuccio & Paolo Visconti, 2020. "Limitations and Characterization of Energy Storage Devices for Harvesting Applications," Energies, MDPI, vol. 13(4), pages 1-18, February.
    7. Simpson, J.G. & Hanrahan, G. & Loth, E. & Koenig, G.M. & Sadoway, D.R., 2021. "Liquid metal battery storage in an offshore wind turbine: Concept and economic analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    8. Ian Kay & Siamak Farhad & Ajay Mahajan & Roja Esmaeeli & Sayed Reza Hashemi, 2022. "Robotic Disassembly of Electric Vehicles’ Battery Modules for Recycling," Energies, MDPI, vol. 15(13), pages 1-14, July.
    9. Zhenhai Gao & Xiaoting Zhang & Yang Xiao & Hao Gao & Huiyuan Wang & Changhao Piao, 2019. "Influence of Low-Temperature Charge on the Mechanical Integrity Behavior of 18650 Lithium-Ion Battery Cells Subject to Lateral Compression," Energies, MDPI, vol. 12(5), pages 1-17, February.
    10. Kim, Jungmyung & Park, Heesung, 2018. "Impact of nanofluidic electrolyte on the energy storage capacity in vanadium redox flow battery," Energy, Elsevier, vol. 160(C), pages 192-199.
    11. Pius Victor Chombo & Yossapong Laoonual & Somchai Wongwises, 2021. "Lessons from the Electric Vehicle Crashworthiness Leading to Battery Fire," Energies, MDPI, vol. 14(16), pages 1-21, August.
    12. Chen, Quanyi & Zhang, Xuan & Nie, Pengbo & Zhang, Siwei & Wei, Guodan & Sun, Hongbin, 2023. "A fast thermal simulation and dynamic feedback control framework for lithium-ion batteries," Applied Energy, Elsevier, vol. 350(C).
    13. Najmul Hoque & Wahidul Biswas & Ilyas Mazhar & Ian Howard, 2020. "Life Cycle Sustainability Assessment of Alternative Energy Sources for the Western Australian Transport Sector," Sustainability, MDPI, vol. 12(14), pages 1-33, July.
    14. Yue, Meng & Lv, Zhiqiang & Zheng, Qiong & Li, Xianfeng & Zhang, Huamin, 2019. "Battery assembly optimization: Tailoring the electrode compression ratio based on the polarization analysis in vanadium flow batteries," Applied Energy, Elsevier, vol. 235(C), pages 495-508.
    15. Zhang, Qi & Tang, Yanyan & Bunn, Derek & Li, Hailong & Li, Yaoming, 2021. "Comparative evaluation and policy analysis for recycling retired EV batteries with different collection modes," Applied Energy, Elsevier, vol. 303(C).
    16. Jiang, H.R. & Wu, M.C. & Ren, Y.X. & Shyy, W. & Zhao, T.S., 2018. "Towards a uniform distribution of zinc in the negative electrode for zinc bromine flow batteries," Applied Energy, Elsevier, vol. 213(C), pages 366-374.
    17. Kim, Hong-Keun & Lee, Kyu-Jin, 2023. "Use of a multiphysics model to investigate the performance and degradation of lithium-ion battery packs with different electrical configurations," Energy, Elsevier, vol. 262(PB).
    18. Liu, Yongbin & Yu, Lihong & Liu, Le & Xi, Jingyu, 2021. "Tailoring the vanadium/proton ratio of electrolytes to boost efficiency and stability of vanadium flow batteries over a wide temperature range," Applied Energy, Elsevier, vol. 301(C).
    19. Bhattacharjee, Ankur & Saha, Hiranmay, 2018. "Development of an efficient thermal management system for Vanadium Redox Flow Battery under different charge-discharge conditions," Applied Energy, Elsevier, vol. 230(C), pages 1182-1192.
    20. Xiao, Yi & Wang, Grace & Ge, Ying-En & Xu, Qinyi & Li, Kevin X., 2021. "Game model for a new inspection regime of port state control under different reward and punishment conditions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:16:y:2023:i:5:p:2478-:d:1088394. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.