磷酸铁锂电池材料知识演进及发展趋势的可视化分析

摘要/Abstract

摘要： 本文从文献计量分析视角出发,对磷酸铁锂(LiFePO₄,LFP)电池材料研究领域的SCI-E论文进行梳理分析。利用CiteSpace6工具,基于SCI-E数据库构建了LFP电池材料研究领域的突显词时区图谱和关键词聚类可视化知识图谱,探究了LFP电池材料知识演进及可视化发展趋势。通过LFP电池材料突显词时区图谱,发现LFP电池材料的知识演进路径由制备方法延伸至应用领域的性能研究,最后到退役LFP电池材料的回收再利用。通过LFP电池材料关键词聚类可视化知识图谱发现,LFP电池材料的代表性发展趋势涉及动力电池性能提升技术、退役电池回收再利用和电池在线热失控管理等。

关键词: 磷酸铁锂电池材料, 知识演进, 突显词时区图谱, 聚类可视化知识图谱

Abstract: The SCI-E papers in the field of lithium iron phosphate (LiFePO₄, LFP) battery materials were sorted out and analyzed in this article from bibliometric analysis perspective. Using CiteSpace6 tool, based on SCI-E database, the highlight word time zone map and keyword clustering visualization knowledge map of LFP battery materials were constructed, simultaneously exploring the knowledge evolution and visualization development trend of LFP battery materials. Through LFP battery materials highlight word time zone map, the knowledge evolution path of LFP battery materials extends from preparation method to the performance research in application field, and finally to the recycling of spent LFP battery materials. According to keyword clustering visualization knowledge map, the development trend was obtained. The representative development trends of LFP battery materials involve power battery performance improvement technology, spent battery recycling and battery online thermal runaway management.

Key words: lithium iron phosphate battery material, knowledge evolution, highlight word time zone map, clustering visualization knowledge map

中图分类号:

TM912

高档妮, 郭宏伟, 王毅, 白赟, 高依博. 磷酸铁锂电池材料知识演进及发展趋势的可视化分析[J]. 硅酸盐通报, 2023, 42(3): 1086-1095.

GAO Dangni, GUO Hongwei, WANG Yi, BAI Yun, GAO Yibo. Visualization Analysis of Knowledge Evolution and Development Trend for Lithium Iron Phosphate Battery Materials[J]. BULLETIN OF THE CHINESE CERAMIC SOCIETY, 2023, 42(3): 1086-1095.

参考文献

[1] 李哲. 纯电动汽车磷酸铁锂电池性能研究[D]. 北京: 清华大学,2011.
LI Z. Characterization research of LiFeO₄ batteries for application on pure electric vehicles[D]. Beijing: Tsinghua University, 2011 (in Chinese).
[2] 安富强, 赵洪量, 程志, 等. 纯电动车用锂离子电池发展现状与研究进展[J]. 工程科学学报, 2019, 41(1): 22-42.
AN F Q, ZHAO H L, CHENG Z, et al. Development status and research progress of power battery for pure electric vehicles[J]. Chinese Journal of Engineering, 2019, 41(1): 22-42 (in Chinese).
[3] 赵新兵, 谢健. 新型锂离子电池正极材料LiFePO₄的研究进展[J]. 机械工程学报, 2007, 43(1): 69-76.
ZHAO X B, XIE J. Recent development of LiFePO₄ cathode materials for lithium-ion batteries[J]. Chinese Journal of Mechanical Engineering, 2007, 43(1): 69-76 (in Chinese).
[4] PADHI A K, NANJUNDASWAMY K S, GOODENOUGH J B. Phospho-olivines as positive-electrode materials for rechargeable lithium batteries[J]. Journal of the Electrochemical Society, 1997, 144(4): 1188-1194.
[5] 李杰, 陈超美. CiteSpace: 科技文本挖掘及可视化[M]. 2版. 北京: 首都经济贸易大学出版社, 2017.
LI J, CHEN C M. CiteSpace: text mining and visualization in scientific literature[M]. 2nd ed. Beijing: Capital University of Economics and Business Press, 2017 (in Chinese).
[6] 胡华坤, 李新丽, 薛文东, 等. 基于CiteSpace的锂离子电池用低温电解液知识图谱分析[J]. 储能科学与技术, 2022, 11(1): 379-396.
HU H K, LI X L, XUE W D, et al. Knowledge map analysis of a low-temperature electrolyte for lithium-ion battery based on CiteSpace[J]. Energy Storage Science and Technology, 2022, 11(1): 379-396 (in Chinese).
[7] 黄海港, 何利华. 退役锂电池回收知识图谱分析[J]. 中国有色金属学报, 2021, 31(7): 1965-1978.
HUANG H G, HE L H. Knowledge map analysis of recycling of waste lithium ion batteries[J]. The Chinese Journal of Nonferrous Metals, 2021, 31(7): 1965-1978 (in Chinese).
[8] 秦建华, 李娜, 金泰, 等. 基于Vosviewer与Citespace对电动汽车充电负荷领域的计量分析[J]. 科学技术与工程, 2022, 22(10): 4196-4205.
QIN J H, LI N, JIN T, et al. Metrological analysis of electric vehicle charging load based on vosviewer and citespace[J]. Science Technology and Engineering, 2022, 22(10): 4196-4205 (in Chinese).
[9] XU X L, QI C Y, HAO Z D, et al. The surface coating of commercial LiFePO₄ by utilizing ZIF-8 for high electrochemical performance lithium ion battery[J]. Nano-Micro Letters, 2017, 10(1): 1-9.
[10] YUAN Y, WANG B, SONG R S, et al. A LiFePO₄/Li₂S_n hybrid system with enhanced Li-ion storage performance[J]. New Journal of Chemistry, 2018, 42(9): 6626-6630.
[11] ZHANG Q, SHA Z F, CUI X, et al. Incorporation of redox-active polyimide binder into LiFePO₄ cathode for high-rate electrochemical energy storage[J]. Nanotechnology Reviews, 2020, 9(1): 1350-1358.
[12] HUANG C Y, KUO T R, YOUGBARÉ S, et al. Design of LiFePO₄ and porous carbon composites with excellent high-rate charging performance for lithium-ion secondary battery[J]. Journal of Colloid and Interface Science, 2022, 607: 1457-1465.
[13] TIAN J P, XIONG R, SHEN W X, et al. State-of-charge estimation of LiFePO₄ batteries in electric vehicles: a deep-learning enabled approach[J]. Applied Energy, 2021, 291: 116812.
[14] SHIBAGAKI T, MERLA Y, OFFER G J. Tracking degradation in lithium iron phosphate batteries using differential thermal voltammetry[J]. Journal of Power Sources, 2018, 374: 188-195.
[15] LI Y W, WANG C, GONG J F. A wavelet transform-adaptive unscented Kalman filter approach for state of charge estimation of LiFePO₄ battery[J]. International Journal of Energy Research, 2018, 42(2): 587-600.
[16] 周伟, 符冬菊, 刘伟峰, 等. 废旧磷酸铁锂动力电池回收利用研究进展[J]. 储能科学与技术, 2022, 11(6): 1854-1864.
ZHOU W, FU D J, LIU W F, et al. Research progress on recycling technology of waste lithium iron phosphate power battery[J]. Energy Storage Science and Technology, 2022, 11(6): 1854-1864 (in Chinese).
[17] YANG Y X, MENG X Q, CAO H B, et al. Selective recovery of lithium from spent lithium iron phosphate batteries: a sustainable process[J]. Green Chemistry, 2018, 20(13): 3121-3133.
[18] JIN H, ZHANG J L, WANG D D, et al. Facile and efficient recovery of lithium from spent LiFePO₄ batteries via air oxidation-water leaching at room temperature[J]. Green Chemistry, 2022, 24(1): 152-162.
[19] XU Y L, QIU X J, ZHANG B C, et al. Start from the source: direct treatment of a degraded LiFePO₄ cathode for efficient recycling of spent lithium-ion batteries[J]. Green Chemistry, 2022, 24(19): 7448-7457.
[20] WANG Z X, HUANG Y, WANG X, et al. Advanced solid-state electrolysis for green and efficient spent LiFePO₄ cathode material recycling: prototype reactor tests[J]. Industrial & Engineering Chemistry Research, 2022, 61(34): 12318-12328.
[21] ZHANG J L, HU J T, LIU Y B, et al. Sustainable and facile method for the selective recovery of lithium from cathode scrap of spent LiFePO₄ batteries[J]. ACS Sustainable Chemistry & Engineering, 2019, 7(6): 5626-5631.
[22] LI L, BIAN Y F, ZHANG X X, et al. A green and effective room-temperature recycling process of LiFePO₄ cathode materials for lithium-ion batteries[J]. Waste Management, 2019, 85: 437-444.
[23] LIANG Q, YUE H F, WANG S F, et al. Recycling and crystal regeneration of commercial used LiFePO₄ cathode materials[J]. Electrochimica Acta, 2020, 330: 135323.
[24] YADAV P, JIE C J, TAN S, et al. Recycling of cathode from spent lithium iron phosphate batteries[J]. Journal of Hazardous Materials, 2020, 399: 123068.
[25] 冯旭宁. 车用锂离子动力电池热失控诱发与扩展机理、建模与防控[D]. 北京: 清华大学, 2016.
FENG X N. Thermal runaway initiation and propagation of lithium-ion traction battery for electric vehicle: test, modeling and prevention[D]. Beijing: Tsinghua University, 2016 (in Chinese).
[26] 平平. 锂离子电池热失控与火灾危险性分析及高安全性电池体系研究[D]. 合肥: 中国科学技术大学, 2014.
PING P. Lithium ion battery thermal runaway and fire risk analysis and the development on the safer battery system[D]. Hefei: University of Science and Technology of China, 2014 (in Chinese).
[27] HUANG Z H, LI H, MEI W X, et al. Thermal runaway behavior of lithium iron phosphate battery during penetration[J]. Fire Technology, 2020, 56(6): 2405-2426.
[28] BUGRYNIEC P J, DAVIDSON J N, CUMMING D J, et al. Pursuing safer batteries: thermal abuse of LiFePO₄ cells[J]. Journal of Power Sources, 2019, 414: 557-568.
[29] LIU P J, LI Y Q, MAO B B, et al. Experimental study on thermal runaway and fire behaviors of large format lithium iron phosphate battery[J]. Applied Thermal Engineering, 2021, 192: 116949.
[30] MAO B B, LIU C Q, YANG K, et al. Thermal runaway and fire behaviors of a 300 Ah lithium ion battery with LiFePO₄ as cathode[J]. Renewable and Sustainable Energy Reviews, 2021, 139: 110717.
[31] PENG Y, YANG L Z, JU X Y, et al. A comprehensive investigation on the thermal and toxic hazards of large format lithium-ion batteries with LiFePO₄ cathode[J]. Journal of Hazardous Materials, 2020, 381: 120916.
[32] WANG S J, RAFIZ K, LIU J L, et al. Effects of lithium dendrites on thermal runaway and gassing of LiFePO₄ batteries[J]. Sustainable Energy & Fuels, 2020, 4(5): 2342-2351.
[33] MONIKA K, CHAKRABORTY C, ROY S, et al. An improved mini-channel based liquid cooling strategy of prismatic LiFePO₄ batteries for electric or hybrid vehicles[J]. Journal of Energy Storage, 2021, 35: 102301.
[34] MENG X D, LI S, FU W D, et al. Experimental study of intermittent spray cooling on suppression for lithium iron phosphate battery fires[J]. eTransportation, 2022, 11: 100142.