IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v17y2024i15p3668-d1442744.html
   My bibliography  Save this article

Review on Aging Risk Assessment and Life Prediction Technology of Lithium Energy Storage Batteries

Author

Listed:
  • Zhiwei Liao

    (School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China)

  • Dongze Lv

    (School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China)

  • Qiyun Hu

    (School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China)

  • Xiang Zhang

    (School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China)

Abstract

In response to the dual carbon policy, the proportion of clean energy power generation is increasing in the power system. Energy storage technology and related industries have also developed rapidly. However, the life-attenuation and safety problems faced by energy storage lithium batteries are becoming more and more serious. In order to clarify the aging evolution process of lithium batteries and solve the optimization problem of energy storage systems, we need to dig deeply into the mechanism of the accelerated aging rate inside and outside the lithium ion from the perspective of the safety and stability of a lithium battery in view of the complex and changeable actual working conditions during the operation of the battery. This paper takes a lithium-iron phosphate battery and a lithium-ion battery as examples to analyze. According to the specific scene of lithium battery operation, the actual operating conditions of lithium battery environmental impact factors and attenuation mechanisms are described in detail. The damage to the internal structure of lithium batteries was systematically analyzed. Furthermore, the correlation between the external influencing factors and the aging rate of lithium batteries under the coupling effect of internal failure mechanisms is analyzed. Finally, future energy storage failure analysis technology is anticipated, hoping to play a positive role in promoting the development of energy storage and lithium battery failure analysis technology.

Suggested Citation

  • Zhiwei Liao & Dongze Lv & Qiyun Hu & Xiang Zhang, 2024. "Review on Aging Risk Assessment and Life Prediction Technology of Lithium Energy Storage Batteries," Energies, MDPI, vol. 17(15), pages 1-19, July.
  • Handle: RePEc:gam:jeners:v:17:y:2024:i:15:p:3668-:d:1442744
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/17/15/3668/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/17/15/3668/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Su, Laisuo & Zhang, Jianbo & Wang, Caijuan & Zhang, Yakun & Li, Zhe & Song, Yang & Jin, Ting & Ma, Zhao, 2016. "Identifying main factors of capacity fading in lithium ion cells using orthogonal design of experiments," Applied Energy, Elsevier, vol. 163(C), pages 201-210.
    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. Tao, Laifa & Cheng, Yujie & Lu, Chen & Su, Yuzhuan & Chong, Jin & Jin, Haizu & Lin, Yongshou & Noktehdan, Azadeh, 2017. "Lithium-ion battery capacity fading dynamics modelling for formulation optimization: A stochastic approach to accelerate the design process," Applied Energy, Elsevier, vol. 202(C), pages 138-152.
    2. Singh, Deepak Kumar & Tirkey, Jeewan Vachan, 2022. "Performance optimization through response surface methodology of an integrated coal gasification and CI engine fuelled with diesel and low-grade coal-based producer gas," Energy, Elsevier, vol. 238(PC).
    3. Lazaroiu, Gheorghe & Pop, Elena & Negreanu, Gabriel & Pisa, Ionel & Mihaescu, Lucian & Bondrea, Andreya & Berbece, Viorel, 2017. "Biomass combustion with hydrogen injection for energy applications," Energy, Elsevier, vol. 127(C), pages 351-357.
    4. Zhang, Caiping & Jiang, Yan & Jiang, Jiuchun & Cheng, Gong & Diao, Weiping & Zhang, Weige, 2017. "Study on battery pack consistency evolutions and equilibrium diagnosis for serial- connected lithium-ion batteries," Applied Energy, Elsevier, vol. 207(C), pages 510-519.
    5. Yuan Chen & Yigang He & Zhong Li & Liping Chen, 2019. "A Combined Multiple Factor Degradation Model and Online Verification for Electric Vehicle Batteries," Energies, MDPI, vol. 12(22), pages 1-12, November.
    6. Guorui Zheng & Han Xu & Fan Liu & Jianwen Dong, 2024. "Impact of Plant Layout on Microclimate of Summer Courtyard Space Based on Orthogonal Experimental Design," Sustainability, MDPI, vol. 16(11), pages 1-22, May.
    7. E, Jiaqiang & Yi, Feng & Li, Wenjie & Zhang, Bin & Zuo, Hongyan & Wei, Kexiang & Chen, Jingwei & Zhu, Hong & Zhu, Hao & Deng, Yuanwang, 2021. "Effect analysis on heat dissipation performance enhancement of a lithium-ion-battery pack with heat pipe for central and southern regions in China," Energy, Elsevier, vol. 226(C).
    8. Guan, Ting & Sun, Shun & Gao, Yunzhi & Du, Chunyu & Zuo, Pengjian & Cui, Yingzhi & Zhang, Lingling & Yin, Geping, 2016. "The effect of elevated temperature on the accelerated aging of LiCoO2/mesocarbon microbeads batteries," Applied Energy, Elsevier, vol. 177(C), pages 1-10.
    9. Jonathon R. Harding & Binghong Han & Samuel B. Madden & Quinn C. Horn, 2022. "Examining the Performance of Implantable-Grade Lithium-Ion Cells after Overdischarge and Thermally Accelerated Aging," Energies, MDPI, vol. 15(4), pages 1-23, February.
    10. Ghassemi, Alireza & Chakraborty Banerjee, Parama & Hollenkamp, Anthony F. & Zhang, Zhe & Bahrani, Behrooz, 2021. "Effects of alternating current on Li-ion battery performance: Monitoring degradative processes with in-situ characterization techniques," Applied Energy, Elsevier, vol. 284(C).
    11. Elham Hosseinzadeh & James Marco & Paul Jennings, 2017. "Electrochemical-Thermal Modelling and Optimisation of Lithium-Ion Battery Design Parameters Using Analysis of Variance," Energies, MDPI, vol. 10(9), pages 1-22, August.
    12. Yang, Xiaolong & Chen, Yongji & Li, Bin & Luo, Dong, 2020. "Battery states online estimation based on exponential decay particle swarm optimization and proportional-integral observer with a hybrid battery model," Energy, Elsevier, vol. 191(C).
    13. Yulong Li & Zhifu Zhou & Laisuo Su & Minli Bai & Linsong Gao & Yang Li & Xuanyu Liu & Yubai Li & Yongchen Song, 2022. "Numerical Simulations for Indirect and Direct Cooling of 54 V LiFePO 4 Battery Pack," Energies, MDPI, vol. 15(13), pages 1-30, June.
    14. Jiang, Z.Y. & Qu, Z.G. & Zhou, L. & Tao, W.Q., 2017. "A microscopic investigation of ion and electron transport in lithium-ion battery porous electrodes using the lattice Boltzmann method," Applied Energy, Elsevier, vol. 194(C), pages 530-539.
    15. E, Jiaqiang & Zeng, Yan & Jin, Yu & Zhang, Bin & Huang, Zhonghua & Wei, Kexiang & Chen, Jingwei & Zhu, Hao & Deng, Yuanwang, 2020. "Heat dissipation investigation of the power lithium-ion battery module based on orthogonal experiment design and fuzzy grey relation analysis," Energy, Elsevier, vol. 211(C).
    16. Tianfei Sun & Bizhong Xia & Yifan Liu & Yongzhi Lai & Weiwei Zheng & Huawen Wang & Wei Wang & Mingwang Wang, 2019. "A Novel Hybrid Prognostic Approach for Remaining Useful Life Estimation of Lithium-Ion Batteries," Energies, MDPI, vol. 12(19), pages 1-22, September.
    17. Román-Ramírez, L.A. & Marco, J., 2022. "Design of experiments applied to lithium-ion batteries: A literature review," Applied Energy, Elsevier, vol. 320(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:17:y:2024:i:15:p:3668-:d:1442744. 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.