Calculating Heat Release Rates from Lithium-Ion Battery Fires: A Methodology Using Digital Imaging

Springer Science and Business Media LLC - Tập 59 - Trang 3565-3587 - 2023
Malcom S. Wise1, Paul A. Christensen2, Neville Dickman2, Joe McDonald2, Wojciech Mrozik2, Simon M. Lambert2, Francesco Restuccia3
1School of Engineering, Newcastle University, Newcastle-upon Tyne, UK
2School of Engineering, Newcastle University, Newcastle Upon Tyne, UK
3Department of Engineering, King’s College London, London, UK

Tóm tắt

Measuring flame lengths and areas from turbulent flame flares developing from lithium-ion battery failures is complex due to the varying directions of the flares, the thin flame zone, the spatially and temporally rapid changes of the thermal runaway event, as well as the hazardous nature of the event. This paper reports a novel methodology for measuring heat release rate from flame flares resulting from thermal runaway of electric vehicle lithium-ion modules comprising eight 56.3Ah lithium nickel manganese cobalt (NMC) pouch cells using digital cameras and a newly developed numerical code to process the distortion of the flame size based on distance, direction, and shape. The model is tested with a set of experiments using lithium-ion battery packs and validated with a reference set of measurements using calibration boxes, a method commonly used in the reconstruction of flame areas. The experiments showed that the effect of calibration is large, and thus digital imaging without the appropriate calibration can give very large errors in measurement of flames. The combined imaging and processing method proposed in this work allows the determination of heat release rates from lithium-ion battery packs, one of the most challenging variables to quantify during the failure of a battery pack outside the laboratory. In the example experiment that this method was applied to, almost double the heat released was accounted for, meaning 50% of the total heat released would not have been accounted for without this image processing method.

Tài liệu tham khảo

Baird AR, Archibald EJ, Marr K, Ezekoye OA (2020) Explosion hazards from lithium-ion battery vent gas. J Power Sources 446:227257 Chen H, Buston J, Gill J, Howarde D, Williams R, RaoVendra C, Shelke A, Wen J (2020) An experimental study on thermal runaway characteristics of lithium-ion batteries with high specific energy and prediction of heat release rate. J Power Sources 472:228585 Hoelle S, Scharner S, Asanin S, Hinrichsen O (2021) Analysis on thermal runaway behavior of prismatic lithium-ion batteries with autoclave calorimetry. J Electrochem Soc 168:120515 Li W, Rao S, Gao Z, Chen Y, Wang H, Ouyang M (2021) Fire boundaries of lithium-ion cell eruption gases caused by thermal runaway. iScience: 102401 Fernandes Y, Bry A, De Persis S (2018) Identification and quantification of gases emitted during abuse tests by overcharge of a commercial Li-ion batter. J Power Sources 389:106–119 Xin Y (2014) Estimation of chemical heat release rate in rack storage fires based on flame volume. Fire Saf J 63:29–36 Li K (2019) Estimation of heat release rate and fuel type of circular pool fires using inverse modelling based on image recognition technique. Fire Technol 55:667–687 Stratton BJ, Spearpoint M, Fleischmann C (2005) Determining flame height and flame pulsation frequency and estimating heat release rate from 3D flame reconstruction. University of Canterbury, Christchurch Koch S, Fill A, Birk KP (2018) Comprehensive gas analysis on large scale automotive lithium-ion cells in. J Power Sources 398:106–112 Carmignani L (2021) Flame tracker: an image analysis program to measure flame characteristics. SoftwareX 15:100791 Henriksen M, Vaagsaether K, Lundberg J, Forseth S, Bjerketvedt D (2021) Laminar burning velocity of gases vented from failed Li-ion batteries. J Power Sources 506:230141 Mao B, Zhao C, Chen H, Wang Q, Sun J (2021) Experimental and modeling analysis of jet flow and fire dynamics of 18650-type lithium-ion batter. Appl Energy 281:116054 Bonner M, Wegrzynski W, Rein G (2022) Visual fire power: an algorithm for measuring heat release rate of visible flames in camera footage, with applications in facade fire experiments. Fire Technol 59:191–215 Lafay Y, Renou B, Cabot G, Boukhalfa M (2008) Experimental and numerical investigation of the effect of H2 enrichment on laminar methane–air flame thickness. Combust Flame 153(4):540–561 Turns SR (1996) Introduction to combustion. McGraw-Hill Companies, New York Flora L, Arokia N (2005) CCD image sensors in deep-ultraviolet: degradation behavior and damage mechanisms. Springer Science & Business Media Christensen PA, Milojevic Z, Wise MS, Ahmeid M, Attidekou PS, Mrozik W, Dickmann NA, Restuccia F, Lambert SM, Das PK (2021) Thermal and mechanical abuse of electric vehicle pouch cell modules. Appl Therm Eng 189:116623 Rackauskaite E, Bonner M, Restuccia F, Fernandez Anez N, Christensen E, Roenner N, Wegrzynski W, Turkowski P, Tofilo P, Heidari M, Kotsovinos P, Vermesi I, Richter F, Hu Y, Jeanneret C, Wadhwani R, Rein G (2022) Fire experiment inside a very large and open-plan compartment: x-one. Fire Technol 58:905–939 Graham D (2016) Tomographic reconstruction of a swirling flame. MEng thesis. Imperial College London Orloff L, De Ris J (1982) Froude modeling of pool fires. Int Symp Combust 19(1):885–895 Hu L, Zhang X, Wang Q, Palacios A (2015) Flame size and volumetric heat release rate of turbulent buoyant jet diffusion flames in normal- and a sub-atmospheric pressure. Fuel 150:278–287 Cellier A, Duchaine F, Poinsot T, Okyay G, Leyko M, Pallud M (2023) An analytically reduced chemistry scheme for large eddy simulation of lithium-ion battery fires. Combust Flame 250:112648 Wang Q, Mao B, Stoliarov S, Sun J (2019) A review of lithium ion battery failure mechanisms and fire prevention strategies. Prog Energy Combust Sci 73:95–131 Linteris GT, Rafferty IP (2008) Flame size, heat release, and smoke points in materials flammability. Fire Saf J 43(6):442–450 Golubkov AW, Scheikl S, Planteu R, Voitic G, Wiltsche H, Stangl C, Fauler G, Thaler A, Hacker V (2015) Thermal runaway of commercial 18650 Li-ion batteries with LFP and NCA cathodes–impact of state of charge and overcharge. RSC Adv 5(70):57171–57186