Strategies for Intelligent Detection and Fire Suppression of Lithium-Ion Batteries

Zezhuo Li , Jianlong Cong , Yi Ding , Yan Yang , Kai Huang , Xiaoyu Ge , Kai Chen , Tao Zeng , Zhimei Huang , Chun Fang , Yunhui Huang

Electrochemical Energy Reviews ›› 2024, Vol. 7 ›› Issue (1) : 32

PDF
Electrochemical Energy Reviews ›› 2024, Vol. 7 ›› Issue (1) :32 DOI: 10.1007/s41918-024-00232-x
Review Article
review-article

Strategies for Intelligent Detection and Fire Suppression of Lithium-Ion Batteries

Author information +
History +
PDF

Abstract

Lithium-ion batteries (LIBs) have been extensively used in electronic devices, electric vehicles, and energy storage systems due to their high energy density, environmental friendliness, and longevity. However, LIBs are sensitive to environmental conditions and prone to thermal runaway (TR), fire, and even explosion under conditions of mechanical, electrical, and/or thermal abuse. These unpredictable hazardous consequences significantly limit the commercial applications of LIBs. Thus, these safety issues need to be urgently addressed. In this review, the TR mechanisms and fire characteristics of LIBs are systematically discussed. Battery thermal safety monitoring methods, including the traditional technologies such as temperature, voltage, and gas sensors, as well as the latest new technologies such as optical fiber sensors and ultrasonic imaging, are summarized. A battery thermal management system (BTMS) based on various cooling methods and new insights into the BTMS are briefly presented. According to the fire characteristics of LIBs, nonaqueous and water-based fire extinguishing agents are comprehensively summarized and compared, and the concept of an intelligent fire protection system is discussed. Based on the analysis of the thermal safety issues for preventing possible TRs and for extinguishing an already uncontrollable fire, a complete set of solutions for the thermal safety of LIBs is proposed. In this review, integrated strategies for intelligent detection and fire suppression of LIBs are presented and can provide theoretical guidance for key material design and intellectual safety systems to promote wide application of LIBs.

Graphical Abstract

Thermal safety analysishelps us gain a deep understanding of the causesof LIB safety issues. Monitoring and thermal management prevent and alertpotential safety accidents. Intelligent fire-fighting system effectivelyextinguishes LIB fires that have already occurred. This review proposes acomplete set of solutions for the thermal safety of LIBs.

Keywords

Lithium-ion battery / Safety / Thermal runaway / Monitoring and management systems / Firefighting

Cite this article

Download citation ▾
Zezhuo Li, Jianlong Cong, Yi Ding, Yan Yang, Kai Huang, Xiaoyu Ge, Kai Chen, Tao Zeng, Zhimei Huang, Chun Fang, Yunhui Huang. Strategies for Intelligent Detection and Fire Suppression of Lithium-Ion Batteries. Electrochemical Energy Reviews, 2024, 7(1): 32 DOI:10.1007/s41918-024-00232-x

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Feng XN, Ouyang MG, Liu X, et al.. Thermal runaway mechanism of lithium ion battery for electric vehicles: a review. Energy Storage Mater., 2018, 10: 246-267

[2]

Stein K, Tun M, Musser K, et al.. Evaluation of a 1 MW, 250 kW-hr battery energy storage system for grid services for the island of Hawaii. Energies, 2018, 11: 3367

[3]

Liu BH, Zhang JJ, Zhang C, et al.. Mechanical integrity of 18650 lithium-ion battery module: packing density and packing mode. Eng. Fail. Anal., 2018, 91: 315-326

[4]

Zhang JN, Zhang L, Sun FC, et al.. An overview on thermal safety issues of lithium-ion batteries for electric vehicle application. IEEE Access, 2018, 6: 23848-23863

[5]

Tang DL, Yuan LX, Liao YQ, et al.. Improving the cycling stability of lithium metal anodes using Cu3N-modified Cu foil as a current collector. Sci. China Mater., 2022, 65: 2385-2392

[6]

Randau S, Weber DA, Kötz O, et al.. Benchmarking the performance of all-solid-state lithium batteries. Nat. Energy, 2020, 5: 259-270

[7]

Ren DS, Feng XN, Lu LG, et al.. Overcharge behaviors and failure mechanism of lithium-ion batteries under different test conditions. Appl. Energy, 2019, 250: 323-332

[8]

García A, Monsalve-Serrano J, Lago Sari R, et al.. An optical investigation of thermal runaway phenomenon under thermal abuse conditions. Energy Convers. Manag., 2021, 246 114663

[9]

Jhu CY, Wang YW, Shu CM, et al.. Thermal explosion hazards on 18650 lithium ion batteries with a VSP2 adiabatic calorimeter. J. Hazard. Mater., 2011, 192: 99-107

[10]

Feng XN, Fang M, He XM, et al.. Thermal runaway features of large format prismatic lithium ion battery using extended volume accelerating rate calorimetry. J. Power Sources, 2014, 255: 294-301

[11]

Md Said MS, Mohd Tohir MZ. Prediction of lithium-ion battery thermal runaway propagation for large scale applications fire hazard quantification. Processes, 2019, 7: 703

[12]

Duan J, Tang X, Dai HF, et al.. Building safe lithium-ion batteries for electric vehicles: a review. Electrochem. Energy Rev., 2020, 3: 1-42

[13]

Huang ZH, Li H, Mei WX, et al.. Thermal runaway behavior of lithium iron phosphate battery during penetration. Fire Technol., 2020, 56: 2405-2426

[14]

Jiang, L.H., Luo, Z.M., Wu, T.Q., et al.: Overcharge behavior and early warning analysis of LiNi0.5Co0.2Mn0.3O2/C lithium-ion battery with high capacity. J. Electrochem. Soc. 166, A1055–A1062 (2019). https://doi.org/10.1149/2.0661906jes

[15]

Wilke S, Schweitzer B, Khateeb S, et al.. Preventing thermal runaway propagation in lithium ion battery packs using a phase change composite material: an experimental study. J. Power Sources, 2017, 340: 51-59

[16]

Chen M, Sun QJ, Li YQ, et al.. A thermal runaway simulation on a lithium titanate battery and the battery module. Energies, 2015, 8: 490-500

[17]

Ribière P, Grugeon S, Morcrette M, et al.. Investigation on the fire-induced hazards of Li-ion battery cells by fire calorimetry. Energy Environ. Sci., 2012, 5: 5271-5280

[18]

Rosewater D, Williams A. Analyzing system safety in lithium-ion grid energy storage. J. Power Sources, 2015, 300: 460-471

[19]

Huang WS, Feng XN, Han XB, et al.. Questions and answers relating to lithium-ion battery safety issues. Cell Rep. Phys. Sci., 2021, 2 100285

[20]

Zou PC, Lin RQ, Pollard TP, et al.. Localized hydrophobicity in aqueous zinc electrolytes improves zinc metal reversibility. Nano Lett., 2022, 22: 7535-7544

[21]

Hong JC, Wang ZP, Chen W, et al.. Multi-fault synergistic diagnosis of battery systems based on the modified multi-scale entropy. Int. J. Energy Res., 2019, 43: 8350-8369

[22]

Wang Y, Gao Q, Wang GH, et al.. A review on research status and key technologies of battery thermal management and its enhanced safety. Int. J. Energy Res., 2018, 42: 4008-4033

[23]

Li YD, Wang WW, Yang XG, et al.. A smart Li-ion battery with self-sensing capabilities for enhanced life and safety. J. Power Sources, 2022, 546 231705

[24]

Li YH, Li K, Liu X, et al.. A hybrid machine learning framework for joint SOC and SOH estimation of lithium-ion batteries assisted with fiber sensor measurements. Appl. Energy, 2022, 325 119787

[25]

Fleming J, Amietszajew T, McTurk E, et al.. Development and evaluation of in situ instrumentation for cylindrical Li-ion cells using fibre optic sensors. HardwareX, 2018, 3: 100-109

[26]

Sun ZY, Han Y, Wang ZP, et al.. Detection of voltage fault in the battery system of electric vehicles using statistical analysis. Appl. Energy, 2022, 307 118172

[27]

Larsson F, Mellander BE. Abuse by external heating, overcharge and short circuiting of commercial lithium-ion battery cells. J. Electrochem. Soc., 2014, 161: A1611-A1617

[28]

Bauermann LP, Mesquita LV, Bischoff C, et al.. Scanning acoustic microscopy as a non-destructive imaging tool to localize defects inside battery cells. J. Power Sources Adv., 2020, 6 100035

[29]

Meng, X.D., Li, S., Fu, W.D., et al.: Experimental study of intermittent spray cooling on suppression for lithium iron phosphate battery fires. eTransportation 11, 100142 (2022). https://doi.org/10.1016/j.etran.2021.100142

[30]

Bravo Diaz L, He XZ, Hu ZW, et al.. Review—meta-review of fire safety of lithium-ion batteries: industry challenges and research contributions. J. Electrochem. Soc., 2020, 167 090559

[31]

Yuan S, Chang CY, Yan SS, et al.. A review of fire-extinguishing agent on suppressing lithium-ion batteries fire. J. Energy Chem., 2021, 62: 262-280

[32]

Huang PF, Ping P, Li K, et al.. Experimental and modeling analysis of thermal runaway propagation over the large format energy storage battery module with Li4Ti5O12 anode. Appl. Energy, 2016, 183: 659-673

[33]

Egelhaaf M, Kress D, Wolpert D, et al.. Fire fighting of Li-ion traction batteries. SAE Int. J. Alt. Power, 2013, 2: 37-48

[34]

Sturk D, Hoffmann L, Ahlberg Tidblad A. Fire tests on E-vehicle battery cells and packs. Traffic Inj. Prev., 2015, 16: S159-S164

[35]

Bisschop R, Willstrand O, Rosengren M. Handling lithium-ion batteries in electric vehicles: preventing and recovering from hazardous events. Fire Technol., 2020, 56: 2671-2694

[36]

Un C, Aydın K. Thermal runaway and fire suppression applications for different types of lithium ion batteries. Vehicles, 2021, 3: 480-497

[37]

Hodges SE, McCormick SJ. Fire extinguishing agents for protection of occupied spaces in military ground vehicles. Fire Technol., 2013, 49: 379-394

[38]

Guo D, Zhang GW, Zhu GQ, et al.. Applicability of liquid nitrogen fire extinguishing in urban underground utility tunnel. Case Stud. Therm. Eng., 2020, 21 100657

[39]

Wang QS, Shao GZ, Duan QL, et al.. The efficiency of heptafluoropropane fire extinguishing agent on suppressing the lithium titanate battery fire. Fire Technol., 2016, 52: 387-396

[40]

Liang C, Jin KQ, Liu PJ, et al.. The efficiency of perfluorohexanone on suppressing lithium-ion battery fire and its device development. Fire Technol., 2023, 59: 1283-1301

[41]

Adiga KC, Hatcher RFJr, Sheinson RS, et al.. A computational and experimental study of ultra fine water mist as a total flooding agent. Fire Saf. J., 2007, 42: 150-160

[42]

Jia XH, Bo HD, He YH. Synthesis and characterization of a novel surfactant used for aqueous film-forming foam extinguishing agent. Chem. Pap., 2019, 73: 1777-1784

[43]

Wang P. Application of green surfactants developing environment friendly foam extinguishing agent. Fire Technol., 2015, 51: 503-511

[44]

Huang YS, Zhang WC, Dai XJ, et al.. Study on water-based fire extinguishing agent formulations and properties. Procedia Eng., 2012, 45: 649-654

[45]

Wu MY, Liang YT, Zhao YY, et al.. Preparation of new gel foam and evaluation of its fire extinguishing performance. Colloids Surf. A Physicochem. Eng. Aspects, 2021, 629 127443

[46]

Mykhalichko B, Lavrenyuk H, Mykhalichko O. New water-based fire extinguishant: elaboration, bench-scale tests, and flame extinguishment efficiency determination by cupric chloride aqueous solutions. Fire Saf. J., 2019, 105: 188-195

[47]

Zhang L, Duan QL, Meng XD, et al.. Experimental investigation on intermittent spray cooling and toxic hazards of lithium-ion battery thermal runaway. Energy Convers. Manag., 2022, 252 115091

[48]

Peng Y, Yang LZ, Ju XY, et al.. A comprehensive investigation on the thermal and toxic hazards of large format lithium-ion batteries with LiFePO4 cathode. J. Hazard. Mater., 2020, 381 120916

[49]

Zhang L, Jin KQ, Sun JH, et al.. A review of fire-extinguishing agents and fire suppression strategies for lithium-ion batteries fire. Fire Technol., 2024, 60: 817-858

[50]

Wen JP, Zhao D, Zhang CW. An overview of electricity powered vehicles: Lithium-ion battery energy storage density and energy conversion efficiency. Renew. Energy, 2020, 162: 1629-1648

[51]

Chen TM, Jin Y, Lv HY, et al.. Applications of lithium-ion batteries in grid-scale energy storage systems. Trans. Tianjin Univ., 2020, 26: 208-217

[52]

Che YH, Hu XS, Lin XK, et al.. Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects. Energy Environ. Sci., 2023, 16: 338-371

[53]

Dai HF, Jiang B, Hu XS, et al.. Advanced battery management strategies for a sustainable energy future: multilayer design concepts and research trends. Renew. Sustain. Energy Rev., 2021, 138 110480

[54]

Lai X, Huang YF, Deng C, et al.. Sorting, regrouping, and echelon utilization of the large-scale retired lithium batteries: a critical review. Renew. Sustain. Energy Rev., 2021, 146 111162

[55]

Xue Q, Li G, Zhang YJ, et al.. Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution. J. Power Sources, 2021, 482 228964

[56]

Chen AC, Zhang WG, Zhang CP, et al.. A novel Al-Cu internal short circuit detection method for lithium-ion batteries based on on-board signal processing. J. Energy Storage, 2022, 52 104748

[57]

Xu JJ, Guo PY, Duan QL, et al.. Experimental study of the effectiveness of three kinds of extinguishing agents on suppressing lithium-ion battery fires. Appl. Therm. Eng., 2020, 171 115076

[58]

Sun JH, Mao BB, Wang QS. Progress on the research of fire behavior and fire protection of lithium ion battery. Fire Saf. J., 2021, 120 103119

[59]

Lin JY, Liu XH, Li S, et al.. A review on recent progress, challenges and perspective of battery thermal management system. Int. J. Heat Mass Transf., 2021, 167 120834

[60]

Meng XD, Yang K, Zhang MJ, et al.. Experimental study on combustion behavior and fire extinguishing of lithium iron phosphate battery. J. Energy Storage, 2020, 30 101532

[61]

An Z, Shah K, Jia L, et al.. Modeling and analysis of thermal runaway in Li-ion cell. Appl. Therm. Eng., 2019, 160 113960

[62]

Feng XN, Ren DS, He XM, et al.. Mitigating thermal runaway of lithium-ion batteries. Joule, 2020, 4: 743-770

[63]

Wen JW, Yu Y, Chen CH. A review on lithium-ion batteries safety issues: existing problems and possible solutions. Mater. Express, 2012, 2: 197-212

[64]

Li H, Wang HB, Xu Z, et al.. Thermal-responsive and fire-resistant materials for high-safety lithium-ion batteries. Small, 2021, 17: 2103679

[65]

Loveridge M, Remy G, Kourra N, et al.. Looking deeper into the galaxy (note 7). Batteries, 2018, 4: 3

[66]

Kong LC, Li Y, Feng W. Strategies to solve lithium battery thermal runaway: from mechanism to modification. Electrochem. Energy Rev., 2021, 4: 633-679

[67]

Ruiz V, Pfrang A, Kriston A, et al.. A review of international abuse testing standards and regulations for lithium ion batteries in electric and hybrid electric vehicles. Renew. Sustain. Energy Rev., 2018, 81: 1427-1452

[68]

Feng XN, Weng CH, Ouyang MG, et al.. Online internal short circuit detection for a large format lithium ion battery. Appl. Energy, 2016, 161: 168-180

[69]

Finegan DP, Scheel M, Robinson JB, et al.. In-operando high-speed tomography of lithium-ion batteries during thermal runaway. Nat. Commun., 2015, 6: 6924

[70]

Wang H, Lara-Curzio E, Rule ET, et al.. Mechanical abuse simulation and thermal runaway risks of large-format Li-ion batteries. J. Power Sources, 2017, 342: 913-920

[71]

Wierzbicki T, Sahraei E. Homogenized mechanical properties for the jellyroll of cylindrical lithium-ion cells. J. Power Sources, 2013, 241: 467-476

[72]

Zhu JE, Wierzbicki T, Li W. A review of safety-focused mechanical modeling of commercial lithium-ion batteries. J. Power Sources, 2018, 378: 153-168

[73]

Liu BH, Jia YK, Yuan CH, et al.. Safety issues and mechanisms of lithium-ion battery cell upon mechanical abusive loading: a review. Energy Storage Mater., 2020, 24: 85-112

[74]

Zhao R, Liu J, Gu JJ. A comprehensive study on Li-ion battery nail penetrations and the possible solutions. Energy, 2017, 123: 392-401

[75]

Mao BB, Chen HD, Cui ZX, et al.. Failure mechanism of the lithium ion battery during nail penetration. Int. J. Heat Mass Transf., 2018, 122: 1103-1115

[76]

Feng XN, Sun J, Ouyang MG, et al.. Characterization of penetration induced thermal runaway propagation process within a large format lithium ion battery module. J. Power Sources, 2015, 275: 261-273

[77]

Ma TY, Chen LD, Liu SQ, et al.. Mechanics-morphologic coupling studies of commercialized lithium-ion batteries under nail penetration test. J. Power Sources, 2019, 437 226928

[78]

Zhang C, Santhanagopalan S, Sprague MA, et al.. Coupled mechanical-electrical-thermal modeling for short-circuit prediction in a lithium-ion cell under mechanical abuse. J. Power Sources, 2015, 290: 102-113

[79]

Maleki H, Howard JN. Internal short circuit in Li-ion cells. J. Power Sources, 2009, 191: 568-574

[80]

Liao ZH, Zhang S, Li K, et al.. A survey of methods for monitoring and detecting thermal runaway of lithium-ion batteries. J. Power Sources, 2019, 436 226879

[81]

Liu BH, Yin S, Xu J. Integrated computation model of lithium-ion battery subject to nail penetration. Appl. Energy, 2016, 183: 278-289

[82]

Christensen PA, Milojevic Z, Wise MS, et al.. Thermal and mechanical abuse of electric vehicle pouch cell modules. Appl. Therm. Eng., 2021, 189 116623

[83]

Qi C, Zhu YL, Gao F, et al.. Safety analysis of lithium-ion battery by rheology-mutation theory coupling with fault tree method. J. Loss Prev. Process Ind., 2017, 49: 603-611

[84]

An ZJ, Jia L, Ding Y, et al.. A review on lithium-ion power battery thermal management technologies and thermal safety. J. Therm. Sci., 2017, 26: 391-412

[85]

Wang WW, Zuo FH, Li YD. Research on influencing factors about temperature of short circuit area in lithium-ion power battery. J. Electrochem. Energy Convers. Storage, 2021, 18 020910

[86]

Santhanagopalan S, Ramadass P, Zhang JZ. Analysis of internal short-circuit in a lithium ion cell. J. Power Sources, 2009, 194: 550-557

[87]

Zhang C, Xu J, Cao L, et al.. Constitutive behavior and progressive mechanical failure of electrodes in lithium-ion batteries. J. Power Sources, 2017, 357: 126-137

[88]

Li HG, Zhou D, Zhang MH, et al.. Multi-field interpretation of internal short circuit and thermal runaway behavior for lithium-ion batteries under mechanical abuse. Energy, 2023, 263 126027

[89]

Chen MY, Liu JH, He YP, et al.. Study of the fire hazards of lithium-ion batteries at different pressures. Appl. Therm. Eng., 2017, 125: 1061-1074

[90]

Yang X, Zhang B, Tian Y, et al.. Electrolyte design principles for developing quasi-solid-state rechargeable halide-ion batteries. Nat. Commun., 2023, 14: 925

[91]

Zhang LJ, Han QQ, Zhao JH. Fire extinguishing measures of lithium battery manufacturing enterprises. Ind. Saf. Environ. Prot., 2014, 40: 38-39

[92]

Yang RX, Xiong R, He HW, et al.. A fractional-order model-based battery external short circuit fault diagnosis approach for all-climate electric vehicles application. J. Clean. Prod., 2018, 187: 950-959

[93]

Zhao R, Liu J, Gu JJ. Simulation and experimental study on lithium ion battery short circuit. Appl. Energy, 2016, 173: 29-39

[94]

Feng XM, Ai XP, Yang HX. A positive-temperature-coefficient electrode with thermal cut-off mechanism for use in rechargeable lithium batteries. Electrochem. Commun., 2004, 6: 1021-1024

[95]

Zhang L, Zhao CP, Liu YJ, et al.. Electrochemical performance and thermal stability of lithium ion batteries after immersion. Corros. Sci., 2021, 184 109384

[96]

Yu MC, Tang HQ, Chen TH, et al.. Research on performance test of polymer hydrogel fire extinguishing agent. Fire Sci. Technol., 2020, 39: 101-103

[97]

Ren DS, Feng XN, Lu LG, et al.. An electrochemical-thermal coupled overcharge-to-thermal-runaway model for lithium ion battery. J. Power Sources, 2017, 364: 328-340

[98]

Yuan QF, Zhao FG, Wang WD, et al.. Overcharge failure investigation of lithium-ion batteries. Electrochim. Acta, 2015, 178: 682-688

[99]

Guo R, Lu LG, Ouyang MG, et al.. Mechanism of the entire overdischarge process and overdischarge-induced internal short circuit in lithium-ion batteries. Sci. Rep., 2016, 6: 30248

[100]

Hu Y, Choe SY, Garrick TR. Measurement of heat generation rate and heat sources of pouch type Li-ion cells. Appl. Therm. Eng., 2021, 189 116709

[101]

Larsson F, Andersson P, Blomqvist P, et al.. Characteristics of lithium-ion batteries during fire tests. J. Power Sources, 2014, 271: 414-420

[102]

Larsson F, Bertilsson S, Furlani M, et al.. Gas explosions and thermal runaways during external heating abuse of commercial lithium-ion graphite-LiCoO2 cells at different levels of ageing. J. Power Sources, 2018, 373: 220-231

[103]

Ping P, Kong DP, Zhang JQ, et al.. Characterization of behaviour and hazards of fire and deflagration for high-energy Li-ion cells by over-heating. J. Power Sources, 2018, 398: 55-66

[104]

Ping P, Wang QS, Huang PF, et al.. Study of the fire behavior of high-energy lithium-ion batteries with full-scale burning test. J. Power Sources, 2015, 285: 80-89

[105]

Taheri P, Hsieh S, Bahrami M. Investigating electrical contact resistance losses in lithium-ion battery assemblies for hybrid and electric vehicles. J. Power Sources, 2011, 196: 6525-6533

[106]

Zheng YJ, Han XB, Lu LG, et al.. Lithium ion battery pack power fade fault identification based on Shannon entropy in electric vehicles. J. Power Sources, 2013, 223: 136-146

[107]

Liu PJ, Li YQ, Mao BB, et al.. Experimental study on thermal runaway and fire behaviors of large format lithium iron phosphate battery. Appl. Therm. Eng., 2021, 192 116949

[108]

Zhang Y, Mei WX, Qin P, et al.. Numerical modeling on thermal runaway triggered by local overheating for lithium iron phosphate battery. Appl. Therm. Eng., 2021, 192 116928

[109]

Mao BB, Liu CQ, Yang K, et al.. Thermal runaway and fire behaviors of a 300 Ah lithium ion battery with LiFePO4 as cathode. Renew. Sustain. Energy Rev., 2021, 139 110717

[110]

Huang LL, Liu LS, Lu LG, et al.. A review of the internal short circuit mechanism in lithium-ion batteries: inducement, detection and prevention. Int. J. Energy Res., 2021, 45: 15797-15831

[111]

Spotnitz R, Franklin J. Abuse behavior of high-power, lithium-ion cells. J. Power Sources, 2003, 113: 81-100

[112]

Aurbach D, Markovsky B, Shechter A, et al.. A comparative study of synthetic graphite and Li electrodes in electrolyte solutions based on ethylene carbonate-dimethyl carbonate mixtures. J. Electrochem. Soc., 1996, 143: 3809-3820

[113]

Xu K, Zhuang GV, Allen JL, et al.. Syntheses and characterization of lithium alkyl mono- and dicarbonates as components of surface films in Li-ion batteries. J. Phys. Chem. B, 2006, 110: 7708-7719

[114]

Parimalam BS, MacIntosh AD, Kadam R, et al.. Decomposition reactions of anode solid electrolyte interphase (SEI) components with LiPF6. J. Phys. Chem. C, 2017, 121: 22733-22738

[115]

Yang H, Bang H, Amine K, et al.. Investigations of the exothermic reactions of natural graphite anode for Li-ion batteries during thermal runaway. J. Electrochem. Soc., 2005, 152: A73

[116]

Wang QS, Ping P, Zhao XJ, et al.. Thermal runaway caused fire and explosion of lithium ion battery. J. Power Sources, 2012, 208: 210-224

[117]

Liu, K., Liu, Y.Y., Lin, D.C., et al.: Materials for lithium-ion battery safety. Sci. Adv. 4, eaas9820 (2018). https://doi.org/10.1126/sciadv.aas9820

[118]

Guo YZ, Tian XJ, Ling Z. Recent progress on thermal runaway mechanism of lithium ion batteries. Chin. J. Power Sources, 2020, 44: 461-463

[119]

Shi XM, Jia ZZ, Wang DH, et al.. Achieving high safety for lithium-ion batteries by optimizing electron and phonon transport. ACS Energy Lett., 2023, 8: 4540-4546

[120]

Li, Y., Liu, X., Wang, L., et al.: Thermal runaway mechanism of lithium-ion battery with LiNi0.8Mn0.1Co0.1O2 cathode materials. Nano Energy 85, 105878 (2021). https://doi.org/10.1016/j.nanoen.2021.105878

[121]

Chiba, K., Yoshizawa, A., Isogai, Y.: Thermal safety diagram for lithium-ion battery using single-crystal and polycrystalline particles LiNi0.8Co0.1Mn0.1O2. J. Energy Storage 32, 101775 (2020). https://doi.org/10.1016/j.est.2020.101775

[122]

Sun Y, Ren DS, Liu GJ, et al.. Correlation between thermal stabilities of nickel-rich cathode materials and battery thermal runaway. Int. J. Energy Res., 2021, 45: 20867-20877

[123]

Kong DP, Wang GQ, Ping P, et al.. Numerical investigation of thermal runaway behavior of lithium-ion batteries with different battery materials and heating conditions. Appl. Therm. Eng., 2021, 189 116661

[124]

Peng P, Jiang FM. Thermal safety of lithium-ion batteries with various cathode materials: a numerical study. Int. J. Heat Mass Transf., 2016, 103: 1008-1016

[125]

Zeng D, Gagnon L, Wang Y. Cell-level hazard evaluation of 18650 form-factor lithium-ion battery with different cathode materials. Proc. Combust. Inst., 2023, 39: 3823-3831

[126]

Mendoza-Hernandez OS, Ishikawa H, Nishikawa Y, et al.. Cathode material comparison of thermal runaway behavior of Li-ion cells at different state of charges including over charge. J. Power Sources, 2015, 280: 499-504

[127]

García A, Monsalve-Serrano J, Sari RL, et al.. Influence of environmental conditions in the battery thermal runaway process of different chemistries: thermodynamic and optical assessment. Int. J. Heat Mass Transf., 2022, 184 122381

[128]

Chen MY, Ouyang DX, Weng JW, et al.. Environmental pressure effects on thermal runaway and fire behaviors of lithium-ion battery with different cathodes and state of charge. Process. Saf. Environ. Prot., 2019, 130: 250-256

[129]

Jia ZZ, Huang ZH, Zhai HJ, et al.. Experimental investigation on thermal runaway propagation of 18650 lithium-ion battery modules with two cathode materials at low pressure. Energy, 2022, 251 123925

[130]

Jia ZZ, Qin P, Li Z, et al.. Analysis of gas release during the process of thermal runaway of lithium-ion batteries with three different cathode materials. J. Energy Storage, 2022, 50 104302

[131]

Wang QS, Huang PF, Ping P, et al.. Combustion behavior of lithium iron phosphate battery induced by external heat radiation. J. Loss Prev. Process Ind., 2017, 49: 961-969

[132]

Rogl, G., Grytsiv, A., Rogl, P., et al.: Nanostructuring of p- and n-type skutterudites reaching figures of merit of approximately 1.3 and 1.6, respectively. Acta Mater. 76, 434–448 (2014). https://doi.org/10.1016/j.actamat.2014.05.051

[133]

Li XL, Li H, Liu GQ, et al.. Magnetite-loaded fluorine-containing polymeric micelles for magnetic resonance imaging and drug delivery. Biomaterials, 2012, 33: 3013-3024

[134]

Huang PF, Wang QS, Li K, et al.. The combustion behavior of large scale lithium titanate battery. Sci. Rep., 2015, 5: 7788

[135]

Wang QS, Mao BB, Stoliarov SI, et al.. A review of lithium ion battery failure mechanisms and fire prevention strategies. Prog. Energy Combust. Sci., 2019, 73: 95-131

[136]

Ghiji M, Novozhilov V, Moinuddin K, et al.. A review of lithium-ion battery fire suppression. Energies, 2020, 13: 5117

[137]

Cheng XB, Zhang R, Zhao CZ, et al.. Toward safe lithium metal anode in rechargeable batteries: a review. Chem. Rev., 2017, 117: 10403-10473

[138]

Wang LP, Wang QJ, Jia WS, et al.. Li metal coated with amorphous Li3PO4 via magnetron sputtering for stable and long-cycle life lithium metal batteries. J. Power Sources, 2017, 342: 175-182

[139]

Raijmakers LHJ, Danilov DL, Eichel RA, et al.. A review on various temperature-indication methods for Li-ion batteries. Appl. Energy, 2019, 240: 918-945

[140]

Fortier A, Tsao M, Williard N, et al.. Preliminary study on integration of fiber optic Bragg grating sensors in Li-ion batteries and in situ strain and temperature monitoring of battery cells. Energies, 2017, 10: 838

[141]

Novais S, Nascimento M, Grande L, et al.. Internal and external temperature monitoring of a Li-ion battery with fiber Bragg grating sensors. Sensors, 2016, 16: 1394

[142]

Ma S, Jiang MD, Tao P, et al.. Temperature effect and thermal impact in lithium-ion batteries: a review. Prog. Nat. Sci. Mater. Int., 2018, 28: 653-666

[143]

Heenan TMM, Mombrini I, Llewellyn A, et al.. Mapping internal temperatures during high-rate battery applications. Nature, 2023, 617: 507-512

[144]

Li B, Parekh MH, Pol VG, et al.. Operando monitoring of electrode temperatures during overcharge-caused thermal runaway. Energy Technol., 2021, 9: 2100497

[145]

Mei WX, Liu Z, Wang CD, et al.. Operando monitoring of thermal runaway in commercial lithium-ion cells via advanced lab-on-fiber technologies. Nat. Commun., 2023, 14: 5251

[146]

Mc Carthy K, Gullapalli H, Ryan KM, et al.. Review—use of impedance spectroscopy for the estimation of Li-ion battery state of charge, state of health and internal temperature. J. Electrochem. Soc., 2021, 168 080517

[147]

Grandjean T, Barai A, Hosseinzadeh E, et al.. Large format lithium ion pouch cell full thermal characterisation for improved electric vehicle thermal management. J. Power Sources, 2017, 359: 215-225

[148]

Lee CY, Chuang SM, Lee SJ, et al.. Flexible micro sensor for in situ monitoring temperature and voltage of coin cells. Sens. Actuat. A Phys., 2015, 232: 214-222

[149]

Lee CY, Lee SJ, Hung YM, et al.. Integrated microsensor for real-time microscopic monitoring of local temperature, voltage and current inside lithium ion battery. Sens. Actuat. A Phys., 2017, 253: 59-68

[150]

Lee CY, Lee SJ, Tang MS, et al.. In situ monitoring of temperature inside lithium-ion batteries by flexible micro temperature sensors. Sensors, 2011, 11: 9942-9950

[151]

Gulsoy B, Vincent TA, Sansom JEH, et al.. In-situ temperature monitoring of a lithium-ion battery using an embedded thermocouple for smart battery applications. J. Energy Storage, 2022, 54 105260

[152]

Zhu SX, Han JD, An HY, et al.. A novel embedded method for in situ measuring internal multi-point temperatures of lithium ion batteries. J. Power Sources, 2020, 456 227981

[153]

Peng XL, Han J, Zhang Q, et al.. Real-time mechanical and thermal monitoring of lithium batteries with PVDF-TrFE thin films integrated within the battery. Sens. Actuat. A Phys., 2022, 338 113484

[154]

Huang JQ, Blanquer LA, Gervillié C, et al.. Distributed fiber optic sensing to assess in-live temperature imaging inside batteries: Rayleigh and FBGs. J. Electrochem. Soc., 2021, 168 060520

[155]

Nascimento M, Novais S, Ding MS, et al.. Internal strain and temperature discrimination with optical fiber hybrid sensors in Li-ion batteries. J. Power Sources, 2019, 410(411): 1-9

[156]

Han GC, Yan JZ, Guo Z, et al.. A review on various optical fibre sensing methods for batteries. Renew. Sustain. Energy Rev., 2021, 150 111514

[157]

Ye XW, Su YH, Han JP. Structural health monitoring of civil infrastructure using optical fiber sensing technology: a comprehensive review. Sci. World J., 2014, 2014 652329

[158]

Zhang L, Liu X, Li K, et al.. Real-time battery temperature monitoring using FBG sensors: a data-driven calibration method. IEEE Sens. J., 2022, 22: 18639-18648

[159]

Peng J, Jia SH, Yu HQ, et al.. Design and experiment of FBG sensors for temperature monitoring on external electrode of lithium-ion batteries. IEEE Sens. J., 2021, 21: 4628-4634

[160]

Huang JQ, Albero Blanquer L, Bonefacino J, et al.. Operando decoding of chemical and thermal events in commercial Na(Li)-ion cells via optical sensors. Nat. Energy, 2020, 5: 674-683

[161]

Liu YB, Liu Z, Mei WX, et al.. Operando monitoring lithium-ion battery temperature via implanting femtosecond-laser-inscribed optical fiber sensors. Measurement, 2022, 203 111961

[162]

Xi JW, Li JZ, Sun H, et al.. In-situ monitoring of internal temperature and strain of solid-state battery based on optical fiber sensors. Sens. Actuat. A Phys., 2022, 347 113888

[163]

Suresh, P., Shukla, A.K., Munuchandraiah, N.: Temperature dependence studies of a.c. impedance of lithium-ion cells. J. Appl. Electrochem. 32, 267–273 (2002). https://doi.org/10.1023/a:1015565404343

[164]

Raijmakers LHJ, Danilov DL, van Lammeren JPM, et al.. Non-zero intercept frequency: an accurate method to determine the integral temperature of Li-ion batteries. IEEE Trans. Ind. Electron., 2016, 63: 3168-3178

[165]

Srinivasan R, Demirev PA, Carkhuff BG. Rapid monitoring of impedance phase shifts in lithium-ion batteries for hazard prevention. J. Power Sources, 2018, 405: 30-36

[166]

Carkhuff BG, Demirev PA, Srinivasan R. Impedance-based battery management system for safety monitoring of lithium-ion batteries. IEEE Trans. Ind. Electron., 2018, 65: 6497-6504

[167]

Hussein AA, Fardoun AA. An adaptive sensorless measurement technique for internal temperature of Li-ion batteries using impedance phase spectroscopy. IEEE Trans. Ind. Appl., 2020, 56: 3043-3051

[168]

Zhao L, Du LL, Xu HT, et al.. Silicon layer on polymer electrolyte as a dendrite stopper for stable lithium metal batteries. ACS Appl. Energy Mater., 2023, 6: 9523-9531

[169]

Du LL, Zhang B, Yang C, et al.. Leaf-inspired quasi-solid electrolyte enables uniform lithium deposition and suppressed lithium-electrolyte reactions for lithium metal batteries. Energy Storage Mater., 2023, 61 102914

[170]

Schmidt JP, Arnold S, Loges A, et al.. Measurement of the internal cell temperature via impedance: evaluation and application of a new method. J. Power Sources, 2013, 243: 110-117

[171]

Spinner NS, Love CT, Rose-Pehrsson SL, et al.. Expanding the operational limits of the single-point impedance diagnostic for internal temperature monitoring of lithium-ion batteries. Electrochim. Acta, 2015, 174: 488-493

[172]

Dai HF, Jiang B, Wei XZ. Impedance characterization and modeling of lithium-ion batteries considering the internal temperature gradient. Energies, 2018, 11: 220

[173]

Paarmann S, Schuld K, Wetzel T. Inhomogeneous aging in lithium-ion batteries caused by temperature effects. Energy Technol., 2022, 10: 2200384

[174]

Fleckenstein M, Bohlen O, Roscher MA, et al.. Current density and state of charge inhomogeneities in Li-ion battery cells with LiFePO4 as cathode material due to temperature gradients. J. Power Sources, 2011, 196: 4769-4778

[175]

Haussmann P, Melbert J. Internal cell temperature measurement and thermal modeling of lithium ion cells for automotive applications by means of electrochemical impedance spectroscopy. SAE Int. J. Alt. Power, 2017, 6: 261-270

[176]

Sockeel N, Ball J, Shahverdi M, et al.. Passive tracking of the electrochemical impedance of a hybrid electric vehicle battery and state of charge estimation through an extended and unscented Kalman filter. Batteries, 2018, 4: 52

[177]

Zhu JG, Sun ZC, Wei XZ, et al.. A new lithium-ion battery internal temperature on-line estimate method based on electrochemical impedance spectroscopy measurement. J. Power Sources, 2015, 274: 990-1004

[178]

Song YZ, Liu X, Ren DS, et al.. Simultaneously blocking chemical crosstalk and internal short circuit via gel-stretching derived nanoporous non-shrinkage separator for safe lithium-ion batteries. Adv. Mater., 2022, 34: 2106335

[179]

Waqas M, Ali S, Lv WQ, et al.. High-performance PE-BN/PVDF-HFP bilayer separator for lithium-ion batteries. Adv. Mater. Interfaces, 2019, 6: 1801330

[180]

Al Hallaj S, Maleki H, Hong JS, et al.. Thermal modeling and design considerations of lithium-ion batteries. J. Power Sources, 1999, 83: 1-8

[181]

Zhang GX, Wei XZ, Chen SQ, et al.. Comprehensive investigation of a slight overcharge on degradation and thermal runaway behavior of lithium-ion batteries. ACS Appl. Mater. Interfaces, 2021, 13: 35054-35068

[182]

Zhu, X.Q., Wang, Z.P., Wang, Y.T., et al.: Overcharge investigation of large format lithium-ion pouch cells with Li(Ni0.6Co0.2Mn0.2)O2 cathode for electric vehicles: thermal runaway features and safety management method. Energy 169, 868–880 (2019). https://doi.org/10.1016/j.energy.2018.12.041

[183]

Wang CJ, Zhu YL, Gao F, et al.. Thermal runaway behavior and features of LiFePO4/graphite aged batteries under overcharge. Int. J. Energy Res., 2020, 44: 5477-5487

[184]

Liu KL, Li K, Peng Q, et al.. A brief review on key technologies in the battery management system of electric vehicles. Front. Mech. Eng., 2019, 14: 47-64

[185]

Misyris GS, Doukas DI, Papadopoulos TA, et al.. State-of-charge estimation for Li-ion batteries: a more accurate hybrid approach. IEEE Trans. Energy Convers., 2019, 34: 109-119

[186]

Xiong R, Li LL, Tian JP. Towards a smarter battery management system: a critical review on battery state of health monitoring methods. J. Power Sources, 2018, 405: 18-29

[187]

Xia B, Mi C. A fault-tolerant voltage measurement method for series connected battery packs. J. Power Sources, 2016, 308: 83-96

[188]

Xia B, Nguyen T, Yang JF, et al.. The improved interleaved voltage measurement method for series connected battery packs. J. Power Sources, 2016, 334: 12-22

[189]

Xia B, Shang YL, Nguyen T, et al.. A correlation based fault detection method for short circuits in battery packs. J. Power Sources, 2017, 337: 1-10

[190]

Wei ZB, Zhao JY, He HW, et al.. Future smart battery and management: advanced sensing from external to embedded multi-dimensional measurement. J. Power Sources, 2021, 489 229462

[191]

Kim CH, Kim MY, Moon GW. A modularized charge equalizer using a battery monitoring IC for series-connected Li-ion battery strings in electric vehicles. IEEE Trans. Power Electron., 2013, 28: 3779-3787

[192]

Koch S, Fill A, Birke KP. Comprehensive gas analysis on large scale automotive lithium-ion cells in thermal runaway. J. Power Sources, 2018, 398: 106-112

[193]

Koch S, Birke K, Kuhn R. Fast thermal runaway detection for lithium-ion cells in large scale traction batteries. Batteries, 2018, 4: 16

[194]

Wang, Z.R., Yang, Y., Tong, X., et al.: Lithium-ion battery thermal runaway automatic alarm based on gas monitoring and its monitoring method. Chinese Patent 201711401706.9, 22 Dec 2017

[195]

Fernandes Y, Bry A, de Persis S. Identification and quantification of gases emitted during abuse tests by overcharge of a commercial Li-ion battery. J. Power Sources, 2018, 389: 106-119

[196]

Song XJ. Research progressin combustible gas sensor. Gas Heat, 2010, 30: 40-42

[197]

Chao JF, Chen YH, Xing SM, et al.. Facile fabrication of ZnO/C nanoporous fibers and ZnO hollow spheres for high performance gas sensor. Sens. Actuat. B Chem., 2019, 298 126927

[198]

Xu YS, Zheng W, Liu XH, et al.. Platinum single atoms on tin oxide ultrathin films for extremely sensitive gas detection. Mater. Horiz., 2020, 7: 1519-1527

[199]

Yang Y, Wang ZR, Guo PK, et al.. Carbon oxides emissions from lithium-ion batteries under thermal runaway from measurements and predictive model. J. Energy Storage, 2021, 33 101863

[200]

Deng Z, Huang ZY, Shen Y, et al.. Ultrasonic scanning to observe wetting and “unwetting” in Li-ion pouch cells. Joule, 2020, 4: 2017-2029

[201]

Huo HY, Huang K, Luo W, et al.. Evaluating interfacial stability in solid-state pouch cells via ultrasonic imaging. ACS Energy Lett., 2022, 7: 650-658

[202]

Wang HN, Cheng H, Li DG, et al.. Lithiated copper polyphthalocyanine with extended π-conjugation induces LiF-rich solid electrolyte interphase toward long-life solid-state lithium-metal batteries. Adv. Energy Mater., 2023, 13: 2204425

[203]

Wu JY, Rao ZX, Liu XT, et al.. Composite lithium metal anodes with lithiophilic and low-tortuosity scaffold enabling ultrahigh currents and capacities in carbonate electrolytes. Adv. Funct. Mater., 2020, 31: 2009961

[204]

Wu JY, Rao ZX, Liu XT, et al.. Polycationic polymer layer for air-stable and dendrite-free Li metal anodes in carbonate electrolytes. Adv. Mater., 2021, 33: 2007428

[205]

Wang H, Hu P, Liu XT, et al.. Sowing silver seeds within patterned ditches for dendrite-free lithium metal batteries. Adv. Sci., 2021, 8: 2100684

[206]

Widyantara RD, Zulaikah S, Juangsa FB, et al.. Review on battery packing design strategies for superior thermal management in electric vehicles. Batteries, 2022, 8: 287

[207]

Ye GH, Zhang GQ, Jiang LQ, et al.. Temperature control of battery modules through composite phase change materials with dual operating temperature regions. Chem. Eng. J., 2022, 449 137733

[208]

Bandhauer TM, Garimella S, Fuller TF. A critical review of thermal issues in lithium-ion batteries. J. Electrochem. Soc., 2011, 158: R1

[209]

Ouyang DX, Weng JW, Chen MY, et al.. Impact of high-temperature environment on the optimal cycle rate of lithium-ion battery. J. Energy Storage, 2020, 28 101242

[210]

Liu JW, Li H, Li WY, et al.. Thermal characteristics of power battery pack with liquid-based thermal management. Appl. Therm. Eng., 2020, 164 114421

[211]

Pesaran AA. Battery thermal models for hybrid vehicle simulations. J. Power Sources, 2002, 110: 377-382

[212]

Al-Zareer M, Dincer I, Rosen MA. A review of novel thermal management systems for batteries. Int. J. Energy Res., 2018, 42: 3182-3205

[213]

Zhao R, Liu J, Gu JJ, et al.. Experimental study of a direct evaporative cooling approach for Li-ion battery thermal management. Int. J. Energy Res., 2020, 44: 6660-6673

[214]

Zhao R, Zhang SJ, Liu J, et al.. A review of thermal performance improving methods of lithium ion battery: electrode modification and thermal management system. J. Power Sources, 2015, 299: 557-577

[215]

Choi J, Jeong M, Yoo J, et al.. A new CPU cooler design based on an active cooling heatsink combined with heat pipes. Appl. Therm. Eng., 2012, 44: 50-56

[216]

Choi YS, Kang DM. Prediction of thermal behaviors of an air-cooled lithium-ion battery system for hybrid electric vehicles. J. Power Sources, 2014, 270: 273-280

[217]

Fan LW, Khodadadi JM, Pesaran AA. A parametric study on thermal management of an air-cooled lithium-ion battery module for plug-in hybrid electric vehicles. J. Power Sources, 2013, 238: 301-312

[218]

Fathabadi H. A novel design including cooling media for lithium-ion batteries pack used in hybrid and electric vehicles. J. Power Sources, 2014, 245: 495-500

[219]

Xu XM, He R. Research on the heat dissipation performance of battery pack based on forced air cooling. J. Power Sources, 2013, 240: 33-41

[220]

Peng GJ, Yan Q, Hu JJ, et al.. Effect of forced air cooling on the microstructures, tensile strength, and hardness distribution of dissimilar friction stir welded AA5A06-AA6061 joints. Metals, 2019, 9: 304

[221]

Fathabadi H. High thermal performance lithium-ion battery pack including hybrid active-passive thermal management system for using in hybrid/electric vehicles. Energy, 2014, 70: 529-538

[222]

Park H. A design of air flow configuration for cooling lithium ion battery in hybrid electric vehicles. J. Power Sources, 2013, 239: 30-36

[223]

Yu KH, Yang X, Cheng YZ, et al.. Thermal analysis and two-directional air flow thermal management for lithium-ion battery pack. J. Power Sources, 2014, 270: 193-200

[224]

Wang NB, Li CB, Li W, et al.. Effect analysis on performance enhancement of a novel air cooling battery thermal management system with spoilers. Appl. Therm. Eng., 2021, 192 116932

[225]

Zhang FR, Liu PW, He YX, et al.. Cooling performance optimization of air cooling lithium-ion battery thermal management system based on multiple secondary outlets and baffle. J. Energy Storage, 2022, 52 104678

[226]

Zhao G, Wang XL, Negnevitsky M, et al.. An up-to-date review on the design improvement and optimization of the liquid-cooling battery thermal management system for electric vehicles. Appl. Therm. Eng., 2023, 219 119626

[227]

Tousi M, Sarchami A, Kiani M, et al.. Numerical study of novel liquid-cooled thermal management system for cylindrical Li-ion battery packs under high discharge rate based on AgO nanofluid and copper sheath. J. Energy Storage, 2021, 41 102910

[228]

Cao JH, Luo MY, Fang XM, et al.. Liquid cooling with phase change materials for cylindrical Li-ion batteries: an experimental and numerical study. Energy, 2020, 191 116565

[229]

Wu SQ, Lao L, Wu L, et al.. Effect analysis on integration efficiency and safety performance of a battery thermal management system based on direct contact liquid cooling. Appl. Therm. Eng., 2022, 201 117788

[230]

Li XX, Deng J, Huang QQ, et al.. Experimental investigation on immersion liquid cooled battery thermal management system with phase change epoxy sealant. Chem. Eng. Sci., 2022, 264 118089

[231]

Kheirabadi AC, Groulx D. Cooling of server electronics: a design review of existing technology. Appl. Therm. Eng., 2016, 105: 622-638

[232]

Kalaf O, Solyali D, Asmael M, et al.. Experimental and simulation study of liquid coolant battery thermal management system for electric vehicles: a review. Int. J. Energy Res., 2021, 45: 6495-6517

[233]

Wu WX, Wang SF, Wu W, et al.. A critical review of battery thermal performance and liquid based battery thermal management. Energy Convers. Manag., 2019, 182: 262-281

[234]

Jehle W, Staneff T, Wagner B, et al.. Separation of glycol and water from coolant liquids by evaporation, reverse osmosis and pervaporation. J. Membr. Sci., 1995, 102: 9-19

[235]

Liu ZY, Wang H, Yang C, et al.. Simulation study of lithium-ion battery thermal management system based on a variable flow velocity method with liquid metal. Appl. Therm. Eng., 2020, 179 115578

[236]

Wang NB, Li CB, Li W, et al.. Heat dissipation optimization for a serpentine liquid cooling battery thermal management system: an application of surrogate assisted approach. J. Energy Storage, 2021, 40 102771

[237]

Amalesh T, Narasimhan NL. Introducing new designs of minichannel cold plates for the cooling of lithium-ion batteries. J. Power Sources, 2020, 479 228775

[238]

Tang ZG, Liu ZQ, Li J, et al.. A lightweight liquid cooling thermal management structure for prismatic batteries. J. Energy Storage, 2021, 42 103078

[239]

Sudhakaran S, Terese M, Mohan Y, et al.. Influence of various parameters on the cooling performance of battery thermal management systems based on phase change materials. Appl. Therm. Eng., 2023, 222 119936

[240]

Chen JW, Kang SY, Jiaqiang E, et al.. Effects of different phase change material thermal management strategies on the cooling performance of the power lithium ion batteries: a review. J. Power Sources, 2019, 442 227228

[241]

Ranjbaran YS, Haghparast SJ, Shojaeefard MH, et al.. Numerical evaluation of a thermal management system consisting PCM and porous metal foam for Li-ion batteries. J. Therm. Anal. Calorim., 2020, 141: 1717-1739

[242]

Guo CX, Zhang WJ. Numerical simulation and parametric study on new type of high temperature latent heat thermal energy storage system. Energy Convers. Manag., 2008, 49: 919-927

[243]

Rao ZH, Wang SF, Zhang GQ. Simulation and experiment of thermal energy management with phase change material for ageing LiFePO4 power battery. Energy Convers. Manag., 2011, 52: 3408-3414

[244]

Khateeb SA, Amiruddin S, Farid M, et al.. Thermal management of Li-ion battery with phase change material for electric scooters: experimental validation. J. Power Sources, 2005, 142: 345-353

[245]

Zhao CY, Lu W, Tian Y. Heat transfer enhancement for thermal energy storage using metal foams embedded within phase change materials (PCMs). Sol. Energy, 2010, 84: 1402-1412

[246]

Luo XH, Guo QG, Li XF, et al.. Experimental investigation on a novel phase change material composites coupled with graphite film used for thermal management of lithium-ion batteries. Renew. Energy, 2020, 145: 2046-2055

[247]

Ouyang DX, Chen MY, Huang Q, et al.. A review on the thermal hazards of the lithium-ion battery and the corresponding countermeasures. Appl. Sci., 2019, 9: 2483

[248]

Lin XW, Zhang XL. Research progress of phase change storage material on power battery thermal management. Energy Technol., 2021, 9: 2000940

[249]

Lu YY, Yu DH, Dong HX, et al.. Magnetically tightened form-stable phase change materials with modular assembly and geometric conformality features. Nat. Commun., 2022, 13: 1397

[250]

Fang M, Zhou JD, Fei H, et al.. Porous-material-based composite phase change materials for a lithium-ion battery thermal management system. Energy Fuels, 2022, 36: 4153-4173

[251]

Wu WX, Liu JZ, Liu M, et al.. An innovative battery thermal management with thermally induced flexible phase change material. Energy Convers. Manag., 2020, 221 113145

[252]

Li YH, Chen ZL, Feng Y, et al.. A novel petal-type battery thermal management system with dual phase change materials. Int. J. Heat Mass Transf., 2023, 207 123989

[253]

Fan ZH, Gao RJ, Liu ST. Thermal conductivity enhancement and thermal saturation elimination designs of battery thermal management system for phase change materials based on triply periodic minimal surface. Energy, 2022, 259 125091

[254]

Xiao CR, Zhang GQ, Li ZH, et al.. Custom design of solid-solid phase change material with ultra-high thermal stability for battery thermal management. J. Mater. Chem. A, 2020, 8: 14624-14633

[255]

Jafari D, Wits WW. The utilization of selective laser melting technology on heat transfer devices for thermal energy conversion applications: a review. Renew. Sustain. Energy Rev., 2018, 91: 420-442

[256]

Wang XL, Wen QW, Yang JX, et al.. A review on data centre cooling system using heat pipe technology. Sustain. Comput. Inform. Syst., 2022, 35 100774

[257]

Behi H, Karimi D, Behi M, et al.. Thermal management analysis using heat pipe in the high current discharging of lithium-ion battery in electric vehicles. J. Energy Storage, 2020, 32 101893

[258]

Wang YQ, Dan D, Xie Y, et al.. Study on the influence of flat heat pipe structural parameters in battery thermal management system. Front. Energy Res., 2022, 9 797664

[259]

Xie Y, Li HH, Li W, et al.. Improving thermal performance of battery at high current rate by using embedded heat pipe system. J. Energy Storage, 2022, 46 103809

[260]

Pop OG, Fechete Tutunaru L, Bode F, et al.. Energy efficiency of PCM integrated in fresh air cooling systems in different climatic conditions. Appl. Energy, 2018, 212: 976-996

[261]

Chen FF, Huang R, Wang CM, et al.. Air and PCM cooling for battery thermal management considering battery cycle life. Appl. Therm. Eng., 2020, 173 115154

[262]

Zhu Y, Xiao J, Chen TH, et al.. Experimental and numerical investigation on composite phase change material (PCM) based heat exchanger for breathing air cooling. Appl. Therm. Eng., 2019, 155: 631-636

[263]

Liu SL, Iten M, Shukla A. Numerical study on the performance of an air-multiple PCMs unit for free cooling and ventilation. Energy Build., 2017, 151: 520-533

[264]

Yang W, Zhou F, Chen X, et al.. Performance analysis of axial air cooling system with shark-skin bionic structure containing phase change material. Energy Convers. Manag., 2021, 250 114921

[265]

Pontelandolfo P, Haas P, Da Silva Lima R, et al.. Development and preliminary evaluation of PCM thermal energy storage for air cooling in buildings. Int. J. EQ, 2017, 2: 153-164

[266]

Wan XF, Wang FM. Udayraj: Numerical analysis of cooling effect of hybrid cooling clothing incorporated with phase change material (PCM) packs and air ventilation fans. Int. J. Heat Mass Transf., 2018, 126: 636-648

[267]

Xin QQ, Xiao JS, Yang TQ, et al.. Thermal management of lithium-ion batteries under high ambient temperature and rapid discharging using composite PCM and liquid cooling. Appl. Therm. Eng., 2022, 210 118230

[268]

Zhang HY, Wu XY, Wu QY, et al.. Experimental investigation of thermal performance of large-sized battery module using hybrid PCM and bottom liquid cooling configuration. Appl. Therm. Eng., 2019, 159 113968

[269]

Liu HQ, Ahmad S, Shi Y, et al.. A parametric study of a hybrid battery thermal management system that couples PCM/copper foam composite with helical liquid channel cooling. Energy, 2021, 231 120869

[270]

Yang HZ, Li MX, Wang ZH, et al.. A compact and lightweight hybrid liquid cooling system coupling with Z-type cold plates and PCM composite for battery thermal management. Energy, 2023, 263 126026

[271]

Kong DP, Peng RQ, Ping P, et al.. A novel battery thermal management system coupling with PCM and optimized controllable liquid cooling for different ambient temperatures. Energy Convers. Manag., 2020, 204 112280

[272]

Wu XY, Zhu ZH, Zhang HY, et al.. Structural optimization of light-weight battery module based on hybrid liquid cooling with high latent heat PCM. Int. J. Heat Mass Transf., 2020, 163 120495

[273]

Hekmat S, Bamdezh MA, Molaeimanesh GR. Hybrid thermal management for achieving extremely uniform temperature distribution in a lithium battery module with phase change material and liquid cooling channels. J. Energy Storage, 2022, 50 104272

[274]

Behi H, Karimi D, Behi M, et al.. A new concept of thermal management system in Li-ion battery using air cooling and heat pipe for electric vehicles. Appl. Therm. Eng., 2020, 174 115280

[275]

Wang PT, Huang GH, Chang W, et al.. A laboratory scale heat pipe condenser with sweating boosted air cooling. Appl. Therm. Eng., 2020, 170 114915

[276]

Yu Y, Wang LW. Solid sorption heat pipe coupled with direct air cooling technology for thermal control of rack level in Internet data centers: design and numerical simulation. Int. J. Heat Mass Transf., 2019, 145 118714

[277]

Ren RY, Zhao YH, Diao YH, et al.. Active air cooling thermal management system based on U-shaped micro heat pipe array for lithium-ion battery. J. Power Sources, 2021, 507 230314

[278]

Mei N, Xu XM, Li RZ. Heat dissipation analysis on the liquid cooling system coupled with a flat heat pipe of a lithium-ion battery. ACS Omega, 2020, 5: 17431-17441

[279]

Hu H, Xu XM, Li RZ, et al.. Study the heat dissipation performance of lithium-ion battery liquid cooling system based on flat heat pipe. Fire Mater., 2022, 46: 168-180

[280]

Xu XM, Tang W, Fu JQ, et al.. Plate flat heat pipe and liquid-cooled coupled multistage heat dissipation system of Li-ion battery. Int. J. Energy Res., 2019, 43: 1133-1141

[281]

Yuan XZ, Tang AK, Shan CX, et al.. Experimental investigation on thermal performance of a battery liquid cooling structure coupled with heat pipe. J. Energy Storage, 2020, 32 101984

[282]

Weng YC, Cho HP, Chang CC, et al.. Heat pipe with PCM for electronic cooling. Appl. Energy, 2011, 88: 1825-1833

[283]

Behi H, Karimi D, Gandoman FH, et al.. PCM assisted heat pipe cooling system for the thermal management of an LTO cell for high-current profiles. Case Stud. Therm. Eng., 2021, 25 100920

[284]

Yang XH, Tan SC, He ZZ, et al.. Finned heat pipe assisted low melting point metal PCM heat sink against extremely high power thermal shock. Energy Convers. Manag., 2018, 160: 467-476

[285]

Sharma S, Dwivedi VK, Pandit SN. A review of thermoelectric devices for cooling applications. Int. J. Green Energy, 2014, 11: 899-909

[286]

Mao J, Chen G, Ren ZF. Thermoelectric cooling materials. Nat. Mater., 2021, 20: 454-461

[287]

Alaoui C. Solid-state thermal management for lithium-ion EV batteries. IEEE Trans. Veh. Technol., 2013, 62: 98-107

[288]

Liu ZY, Tang AK, Shan CX, et al.. Assessing the impact of current control on the thermal management performance of thermoelectric cooling systems. Int. J. Energy Res., 2021, 45: 7256-7269

[289]

Song WJ, Bai FF, Chen MB, et al.. Thermal management of standby battery for outdoor base station based on the semiconductor thermoelectric device and phase change materials. Appl. Therm. Eng., 2018, 137: 203-217

[290]

Liao GL, Jiang K, Zhang F, et al.. Thermal performance of battery thermal management system coupled with phase change material and thermoelectric elements. J. Energy Storage, 2021, 43 103217

[291]

Choi SUS. Nanofluids: from vision to reality through research. J. Heat Transf., 2009, 131: 1

[292]

Eastman JA, Choi US, Li S, et al.. Enhanced thermal conductivity through the development of nanofluids. MRS Online Proc. Libr., 1996, 457: 3-11

[293]

Xu JH, Bandyopadhyay K, Jung D. Experimental investigation on the correlation between nano-fluid characteristics and thermal properties of Al2O3 nano-particles dispersed in ethylene glycol-water mixture. Int. J. Heat Mass Transf., 2016, 94: 262-268

[294]

Liao GL, Wang WD, Zhang F, et al.. Thermal performance of lithium-ion battery thermal management system based on nanofluid. Appl. Therm. Eng., 2022, 216 118997

[295]

Wu FC, Rao ZH. The lattice Boltzmann investigation of natural convection for nanofluid based battery thermal management. Appl. Therm. Eng., 2017, 115: 659-669

[296]

Huo YT, Rao ZH. The numerical investigation of nanofluid based cylinder battery thermal management using lattice Boltzmann method. Int. J. Heat Mass Transf., 2015, 91: 374-384

[297]

Chen, J.C., Zhu, L., Jia, D., et al.: LiNi0.8Co0.15Al0.05O2 cathodes exhibiting improved capacity retention and thermal stability due to a lithium iron phosphate coating. Electrochim. Acta 312, 179–187 (2019). https://doi.org/10.1016/j.electacta.2019.04.153

[298]

Leng YJ, Ge SH, Yang XG, et al.. Fast charging of energy-dense lithium metal batteries in localized ether-based highly concentrated electrolytes. J. Electrochem. Soc., 2021, 168 060548

[299]

Plylahan N, Kerner M, Lim DH, et al.. Ionic liquid and hybrid ionic liquid/organic electrolytes for high temperature lithium-ion battery application. Electrochim. Acta, 2016, 216: 24-34

[300]

Du FM, Zhao N, Li YQ, et al.. All solid state lithium batteries based on lamellar garnet-type ceramic electrolytes. J. Power Sources, 2015, 300: 24-28

[301]

Longchamps RS, Yang XG, Wang CY. Fundamental insights into battery thermal management and safety. ACS Energy Lett., 2022, 7: 1103-1111

[302]

Chen MY, He YP, Chuang DZ, et al.. Experimental study on the combustion characteristics of primary lithium batteries fire. Fire Technol., 2016, 52: 365-385

[303]

Huang ZH, Liu PJ, Duan QL, et al.. Experimental investigation on the cooling and suppression effects of liquid nitrogen on the thermal runaway of lithium ion battery. J. Power Sources, 2021, 495 229795

[304]

Gao Q, Liu YB, Wang GH, et al.. An experimental investigation of refrigerant emergency spray on cooling and oxygen suppression for overheating power battery. J. Power Sources, 2019, 415: 33-43

[305]

Takahashi F, Katta VR, Linteris GT, et al.. A computational study of extinguishment and enhancement of propane cup-burner flames by halon and alternative agents. Fire Saf. J., 2017, 91: 688-694

[306]

Wang YW, Zou GW, Liu CL, et al.. Comparison of fire extinguishing performance of four halon substitutes and Halon 1301. J. Fire Sci., 2021, 39: 370-399

[307]

Li, Y., Yu, D.X., Zhang, S.Y., et al.: On the fire extinguishing tests of typical lithium-ion battery. J. Saf. Environ. 15, 120–125 (2015). https://doi.org/10.13637/j.issn.1009-6094.2015.06.024

[308]

Robin ML. Suppression of class a fires with HFC-227ea. Process. Saf. Prog., 1998, 17: 209-212

[309]

Hynes R. Inhibition of premixed hydrogen-air flames by 2-H heptafluoropropane. Combust. Flame, 1998, 113: 554-565

[310]

Hynes RG, Mackie JC, Masri AR. Sample probe measurements on a hydrogen-ethane-air-2-H-heptafluoropropane flame. Energy Fuels, 1999, 13: 485-492

[311]

Sun HL, Zhang L, Duan QL, et al.. Experimental study on suppressing thermal runaway propagation of lithium-ion batteries in confined space by various fire extinguishing agents. Process. Saf. Environ. Prot., 2022, 167: 299-307

[312]

Zhang L, Li YQ, Duan QL, et al.. Experimental study on the synergistic effect of gas extinguishing agents and water mist on suppressing lithium-ion battery fires. J. Energy Storage, 2020, 32 101801

[313]

Pagliaro JL, Linteris GT. Hydrocarbon flame inhibition by C6F12O (Novec 1230): unstretched burning velocity measurements and predictions. Fire Saf. J., 2017, 87: 10-17

[314]

Xu W, Jiang Y, Ren XY. Combustion promotion and extinction of premixed counterflow methane/air flames by C6F12O fire suppressant. J. Fire Sci., 2016, 34: 289-304

[315]

Liu YJ, Duan QL, Xu JJ, et al.. Experimental study on a novel safety strategy of lithium-ion battery integrating fire suppression and rapid cooling. J. Energy Storage, 2020, 28 101185

[316]

Zhang L, Ye FM, Li YQ, et al.. Experimental study on the efficiency of dodecafluoro-2-methylpentan-3-one on suppressing large-scale battery module fire. Fire Technol., 2023, 59: 1247-1267

[317]

Liu YJ, Duan QL, Xu JJ, et al.. Experimental study on the efficiency of dodecafluoro-2-methylpentan-3-one on suppressing lithium-ion battery fires. RSC Adv., 2018, 8: 42223-42232

[318]

Hao JN, Yuan LB, Zhu YL, et al.. Triple-function electrolyte regulation toward advanced aqueous Zn-ion batteries. Adv. Mater., 2022, 34: 2206963

[319]

Ma QY, Gao R, Liu YZ, et al.. Regulation of outer solvation shell toward superior low-temperature aqueous zinc-ion batteries. Adv. Mater., 2022, 34: 2207344

[320]

Gao X, Dai YH, Zhang CY, et al.. When it’s heavier: interfacial and solvation chemistry of isotopes in aqueous electrolytes for Zn-ion batteries. Angew. Chem. Int. Ed., 2023, 62: 2300608

[321]

Blum, A., Long, R.T.: Full-scale fire tests of electric drive vehicle batteries. SAE Int. J. Passeng. Cars Mech. Syst. 8, 565–572 (2015). https://doi.org/10.4271/2015-01-1383

[322]

Larsson F, Andersson P, Blomqvist P, et al.. Toxic fluoride gas emissions from lithium-ion battery fires. Sci. Rep., 2017, 7: 10018

[323]

Zhang L, Duan QL, Liu YJ, et al.. Experimental investigation of water spray on suppressing lithium-ion battery fires. Fire Saf. J., 2021, 120 103117

[324]

Wang S, Zhang DL, Shao ZQ, et al.. Cellulosic materials-enhanced sandwich structure-like separator via electrospinning towards safer lithium-ion battery. Carbohydr. Polym., 2019, 214: 328-336

[325]

Liu T, Tao CF, Wang XS. Cooling control effect of water mist on thermal runaway propagation in lithium ion battery modules. Appl. Energy, 2020, 267 115087

[326]

Liu T, Liu YP, Wang XS, et al.. Cooling control of thermally-induced thermal runaway in 18650 lithium ion battery with water mist. Energy Convers. Manag., 2019, 199 111969

[327]

Zhang, Q.L., Wu, Y., Cui, C.Y.: A new method of live tracking of process memory. In: Proceedings of the 2nd International Conference on Cryptography, Security and Privacy, Guiyang, 16–19 March 2018. https://doi.org/10.1145/3199478.3199497

[328]

Zhang TW, Du ZM, Han ZY, et al.. Performance evaluation of water mist with additives in suppressing cooking oil fires based on temperature analysis. Appl. Therm. Eng., 2016, 102: 1069-1074

[329]

Cui Y, Liu JH. Research progress of water mist fire extinguishing technology and its application in battery fires. Process. Saf. Environ. Prot., 2021, 149: 559-574

[330]

Yang YW, Peng MY, Sha M, et al.. Study on aqueous film-forming foam extinguishing agent based on fluorocarbon cationic–hydrocarbon anionic surfactants mixture system. J. Surfactants Deterg., 2022, 25: 205-216

[331]

Wang X, Zheng LG, Wang J, et al.. Experimental study on the oxygen-enriched biogas explosion characteristics by co-firingpropane in a duct. Process. Saf. Environ. Prot., 2022, 166: 133-142

[332]

Pane L, Mariottini GL, Giacco E. Ecotoxicological assessment of the micelle encapsulator F-500. Ecotoxicol. Environ. Saf., 2015, 118: 167-176

[333]

Cao XY, Bi MS, Ren JJ, et al.. Experimental research on explosion suppression affected by ultrafine water mist containing different additives. J. Hazard. Mater., 2019, 368: 613-620

[334]

Katrašnik T, Mele I, Zelič K. Multi-scale modelling of lithium-ion batteries: from transport phenomena to the outbreak of thermal runaway. Energy Convers. Manag., 2021, 236 114036

[335]

Bouazza S, Saberi A, Willert-Porada M. Preparation and electrochemical properties of nano-sized SnF2 as negative electrode for lithium-ion batteries. Mater. Lett., 2011, 65: 1334-1336

Funding

National Natural Science Foundation of China(5202780089)

RIGHTS & PERMISSIONS

Shanghai University and Periodicals Agency of Shanghai University

PDF

793

Accesses

0

Citation

Detail

Sections
Recommended

/