{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,17]],"date-time":"2026-05-17T11:51:11Z","timestamp":1779018671492,"version":"3.51.4"},"reference-count":132,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2023,6,28]],"date-time":"2023-06-28T00:00:00Z","timestamp":1687910400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Dong-A University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Symmetry"],"abstract":"<jats:p>Electric vehicles (EVs) offer a potential solution to face the global energy crisis and climate change issues in the transportation sector. Currently, lithium-ion (Li-ion) batteries have gained popularity as a source of energy in EVs, owing to several benefits including higher power density. To compete with internal combustion (IC) engine vehicles, the capacity of Li-ion batteries is continuously increasing to improve the efficiency and reliability of EVs. The performance characteristics and safe operations of Li-ion batteries depend on their operating temperature which demands the effective thermal management of Li-ion batteries. The commercially employed cooling strategies have several obstructions to enable the desired thermal management of high-power density batteries with allowable maximum temperature and symmetrical temperature distribution. The efforts are striving in the direction of searching for advanced cooling strategies which could eliminate the limitations of current cooling strategies and be employed in next-generation battery thermal management systems. The present review summarizes numerous research studies that explore advanced cooling strategies for battery thermal management in EVs. Research studies on phase change material cooling and direct liquid cooling for battery thermal management are comprehensively reviewed over the time period of 2018\u20132023. This review discusses the various experimental and numerical works executed to date on battery thermal management based on the aforementioned cooling strategies. Considering the practical feasibility and drawbacks of phase change material cooling, the focus of the present review is tilted toward the explanation of current research works on direct liquid cooling as an emerging battery thermal management technique. Direct liquid cooling has the potential to achieve the desired battery performance under normal as well as extreme operating conditions. However, extensive research still needs to be executed to commercialize direct liquid cooling as an advanced battery thermal management technique in EVs. The present review would be referred to as one that gives concrete direction in the search for a suitable advanced cooling strategy for battery thermal management in the next generation of EVs.<\/jats:p>","DOI":"10.3390\/sym15071322","type":"journal-article","created":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T00:41:45Z","timestamp":1687999305000},"page":"1322","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":84,"title":["A Review of Advanced Cooling Strategies for Battery Thermal Management Systems in Electric Vehicles"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0893-0785","authenticated-orcid":false,"given":"Kunal Sandip","family":"Garud","sequence":"first","affiliation":[{"name":"Department of Mechanical Engineering, Dong-A University, 37 Nakdong-Daero 550, Saha-gu, Busan 49315, Republic of Korea"}]},{"given":"Le Duc","family":"Tai","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, Dong-A University, 37 Nakdong-Daero 550, Saha-gu, Busan 49315, Republic of Korea"}]},{"given":"Seong-Guk","family":"Hwang","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, Dong-A University, 37 Nakdong-Daero 550, Saha-gu, Busan 49315, Republic of Korea"}]},{"given":"Nghia-Huu","family":"Nguyen","sequence":"additional","affiliation":[{"name":"Faculty of Mechanical Engineering, Nha Trang University, 02 Nguyen Dinh Chieu Street, Nha Trang City 650000, Vietnam"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8857-4444","authenticated-orcid":false,"given":"Moo-Yeon","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, Dong-A University, 37 Nakdong-Daero 550, Saha-gu, Busan 49315, Republic of Korea"}]}],"member":"1968","published-online":{"date-parts":[[2023,6,28]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.desal.2017.03.009","article-title":"Energy-water-environment nexus underpinning future desalination sustainability","volume":"413","author":"Shahzad","year":"2017","journal-title":"Desalination"},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Wang, J., Li, Y., and Zhang, Y. (2022). Research on carbon emissions of road traffic in Chengdu city based on a LEAP model. Sustainability, 14.","DOI":"10.3390\/su14095625"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.energy.2019.02.147","article-title":"Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles","volume":"174","author":"Li","year":"2019","journal-title":"Energy"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.ssi.2019.03.010","article-title":"Impact of porous Mn3O4 nanostructures on the performance of rechargeable lithium ion battery: Excellent capacity and cyclability","volume":"336","author":"Akhtar","year":"2019","journal-title":"Solid State Ion."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"740","DOI":"10.1016\/j.procir.2015.02.170","article-title":"Scenarios for the return of lithium-ion batteries out of electric cars for recycling","volume":"29","author":"Natkunarajah","year":"2015","journal-title":"Procedia Cirp"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1016\/S0378-7753(02)00200-8","article-title":"Battery thermal models for hybrid vehicle simulations","volume":"110","author":"Pesaran","year":"2002","journal-title":"J. Power Sources"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"19789","DOI":"10.1016\/j.ijhydene.2014.09.113","article-title":"Self-discharge characteristics and performance degradation of Ni-MH batteries for storage applications","volume":"39","author":"Zhu","year":"2014","journal-title":"Int. J. Hydrog. Energy"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/j.joule.2017.08.019","article-title":"Lithium-ion battery supply chain considerations: Analysis of potential bottlenecks in critical metals","volume":"1","author":"Olivetti","year":"2017","journal-title":"Joule"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"9686","DOI":"10.1002\/er.5600","article-title":"Intelligent optimization methodology of battery pack for electric vehicles: A multidisciplinary perspective","volume":"44","author":"Li","year":"2020","journal-title":"Int. J. Energy Res."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1016\/j.applthermaleng.2016.08.151","article-title":"Prevent thermal runaway of lithium-ion batteries with minichannel cooling","volume":"110","author":"Xu","year":"2017","journal-title":"Appl. Therm. Eng."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"103744","DOI":"10.1016\/j.isci.2022.103744","article-title":"Connecting battery technologies for electric vehicles from battery materials to management","volume":"25","author":"Zhao","year":"2022","journal-title":"Iscience"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"114660","DOI":"10.1016\/j.applthermaleng.2019.114660","article-title":"Experimental and numerical study of a passive thermal management system using flat heat pipes for lithium-ion batteries","volume":"166","author":"Zhang","year":"2020","journal-title":"Appl. Therm. Eng."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"119680","DOI":"10.1016\/j.applthermaleng.2022.119680","article-title":"Novel concept design of low energy hybrid battery thermal management system using PCM and multistage Tesla valve liquid cooling","volume":"220","author":"Fan","year":"2023","journal-title":"Appl. Therm. Eng."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"119625","DOI":"10.1016\/j.applthermaleng.2022.119625","article-title":"A parametric study of a hybrid battery thermal management system that couples PCM with wavy microchannel cold plate","volume":"219","author":"Wang","year":"2023","journal-title":"Appl. Therm. Eng."},{"key":"ref_15","first-page":"0700","article-title":"A comparative study between physics, electrical and data driven lithium-ion battery voltage modeling approaches","volume":"1","author":"Liang","year":"2022","journal-title":"SAE Tech. Pap."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.jpowsour.2013.05.164","article-title":"Coupled thermal\u2013electrochemical modelling of uneven heat generation in lithium-ion battery packs","volume":"243","author":"Wu","year":"2013","journal-title":"J. Power Sources"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"R1","DOI":"10.1149\/1.3515880","article-title":"A critical review of thermal issues in lithium-ion batteries","volume":"158","author":"Bandhauer","year":"2011","journal-title":"J. Electrochem. Soc."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"100088","DOI":"10.1016\/j.egyai.2021.100088","article-title":"Implementation for a cloud battery management system based on the CHAIN framework","volume":"5","author":"Yang","year":"2021","journal-title":"Energy AI"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.matt.2020.04.015","article-title":"CHAIN: Cyber hierarchy and interactional network enabling digital solution for battery full-lifespan management","volume":"3","author":"Yang","year":"2020","journal-title":"Matter"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.applthermaleng.2018.06.043","article-title":"Effects of different coolants and cooling strategies on the cooling performance of the power lithium ion battery system: A review","volume":"142","author":"Deng","year":"2018","journal-title":"Appl. Therm. Eng."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"227228","DOI":"10.1016\/j.jpowsour.2019.227228","article-title":"Effects of different phase change material thermal management strategies on the cooling performance of the power lithium ion batteries: A review","volume":"442","author":"Chen","year":"2019","journal-title":"J. Power Sources"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.enconman.2018.12.051","article-title":"A critical review of battery thermal performance and liquid based battery thermal management","volume":"182","author":"Wu","year":"2019","journal-title":"Energy Convers. Manag."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"109815","DOI":"10.1016\/j.rser.2020.109815","article-title":"Configuration, design, and optimization of air-cooled battery thermal management system for electric vehicles: A review","volume":"125","author":"Akinlabi","year":"2020","journal-title":"Renew. Sustain. Energy Rev."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"e137","DOI":"10.1002\/est2.137","article-title":"Thermal management for prevention of failures of lithium ion battery packs in electric vehicles: A review and critical future aspects","volume":"2","author":"Kalita","year":"2020","journal-title":"Energy Storage"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"101771","DOI":"10.1016\/j.est.2020.101771","article-title":"A state of art review and future viewpoint on advance cooling techniques for Lithium\u2013ion battery system of electric vehicles","volume":"32","author":"Thakur","year":"2020","journal-title":"J. Energy Storage"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"102255","DOI":"10.1016\/j.est.2021.102255","article-title":"Developments in battery thermal management systems for electric vehicles: A technical review","volume":"35","author":"Tete","year":"2021","journal-title":"J. Energy Storage"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"111513","DOI":"10.1016\/j.rser.2021.111513","article-title":"A review on hybrid thermal management of battery packs and it\u2019s cooling performance by enhanced PCM","volume":"150","author":"Murali","year":"2021","journal-title":"Renew. Sustain. Energy Rev."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"9428","DOI":"10.1016\/j.ijhydene.2022.01.008","article-title":"Recent progress in lithium-ion battery thermal management for a wide range of temperature and abuse conditions","volume":"47","author":"Jiang","year":"2022","journal-title":"Int. J. Hydrog. Energy"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"100703","DOI":"10.1016\/j.rineng.2022.100703","article-title":"A review on recent key technologies of lithium-ion battery thermal management: External cooling systems","volume":"16","author":"Hamed","year":"2022","journal-title":"Results Eng."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"231094","DOI":"10.1016\/j.jpowsour.2022.231094","article-title":"Immersion cooling for lithium-ion batteries\u2014A review","volume":"525","author":"Roe","year":"2022","journal-title":"J. Power Sources"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"119626","DOI":"10.1016\/j.applthermaleng.2022.119626","article-title":"An up-to-date review on the design improvement and optimization of the liquid-cooling battery thermal management system for electric vehicles","volume":"219","author":"Zhao","year":"2022","journal-title":"Appl. Therm. Eng."},{"key":"ref_32","unstructured":"Eddahech, A. (2013). Mod\u00e9lisation du Vieillissement et D\u00e9termination de L\u2019\u00e9tat de Sant\u00e9 de Batteries Lithium-Ion Pour Application V\u00e9hicule \u00c9lectrique et Hybride. [Ph.D. Thesis, University of Bordeaux]."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1149\/1.2113792","article-title":"A general energy balance for battery systems","volume":"132","author":"Bernardi","year":"1985","journal-title":"J. Electrochem. Soc."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1016\/j.electacta.2015.10.182","article-title":"Local heat generation in a single stack lithium ion battery cell","volume":"186","author":"Heubner","year":"2015","journal-title":"Electrochim. Acta"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1501","DOI":"10.1016\/j.applthermaleng.2017.07.126","article-title":"Heat generation in lithium-ion batteries with different nominal capacities and chemistries","volume":"125","author":"Nazari","year":"2017","journal-title":"Appl. Therm. Eng."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/j.apenergy.2017.08.184","article-title":"Transient thermal analysis of a lithium-ion battery pack comparing different cooling solutions for automotive applications","volume":"206","author":"Maheshwari","year":"2017","journal-title":"Appl. Energy"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1016\/j.jpowsour.2013.05.199","article-title":"Entropy change effects on the thermal behavior of a LiFePO4\/graphite lithium-ion cell at different states of charge","volume":"243","author":"Jalkanen","year":"2013","journal-title":"J. Power Sources"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.jpowsour.2016.08.130","article-title":"Determination of the entropy change profile of a cylindrical lithium-ion battery by heat flux measurements","volume":"330","author":"Murashko","year":"2016","journal-title":"J. Power Sources"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/j.jpowsour.2016.09.083","article-title":"A method for the fast estimation of a battery entropy-variation high-resolution curve\u2013Application on a commercial LiFePO4\/graphite cell","volume":"332","author":"Damay","year":"2016","journal-title":"J. Power Sources"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"937","DOI":"10.1007\/s00231-016-1870-x","article-title":"Experimental investigation and simulation of temperature distributions in a 16Ah-LiMnNiCoO 2 battery during rapid discharge rates","volume":"53","author":"Panchal","year":"2017","journal-title":"Heat Mass Transf."},{"key":"ref_41","unstructured":"Panchal, S. (2016). Experimental Investigation and Modeling of Lithium-Ion Battery Cells and Packs for Electric Vehicles. [Ph.D. Thesis, Ontario Tech University]."},{"key":"ref_42","unstructured":"Panchal, S. (2014). Impact of Vehicle Charge and Discharge Cycles on the Thermal Characteristics of Lithium-Ion Batteries. [Master\u2019s Thesis, University of Waterloo]."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"2595","DOI":"10.1109\/TPEL.2019.2927014","article-title":"Novel mesoscale electrothermal modeling for lithium-ion batteries","volume":"35","author":"Xie","year":"2019","journal-title":"IEEE Trans. Power Electron."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/S0378-7753(97)02611-6","article-title":"Differential scanning calorimetry material studies: Implications for the safety of lithium-ion cells","volume":"70","author":"Zhang","year":"1998","journal-title":"J. Power Sources"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1016\/j.jpowsour.2017.12.071","article-title":"Electric vehicles batteries thermal management systems employing phase change materials","volume":"378","author":"Ianniciello","year":"2018","journal-title":"J. Power Sources"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"101155","DOI":"10.1016\/j.est.2019.101155","article-title":"Research progress on power battery cooling technology for electric vehicles","volume":"27","author":"Lu","year":"2020","journal-title":"J. Energy Storage"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"743","DOI":"10.1016\/j.joule.2020.02.010","article-title":"Mitigating thermal runaway of lithium-ion batteries","volume":"4","author":"Feng","year":"2020","journal-title":"Joule"},{"key":"ref_48","first-page":"37","article-title":"A general discussion of Li ion battery safety","volume":"21","author":"Doughty","year":"2012","journal-title":"Electrochem. Soc. Interface"},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"104624","DOI":"10.1016\/j.est.2022.104624","article-title":"Adaptive secondary loop liquid cooling with refrigerant cabin active thermal management system for electric vehicle","volume":"50","author":"Singirikonda","year":"2022","journal-title":"J. Energy Storage"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"101645","DOI":"10.1016\/j.est.2020.101645","article-title":"Surrogate based multi-objective design optimization of lithium-ion battery air-cooled system in electric vehicles","volume":"31","author":"Cheng","year":"2020","journal-title":"J. Energy Storage"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"2246","DOI":"10.1002\/er.4018","article-title":"Experimental and numerical studies on air cooling and temperature uniformity in a battery pack","volume":"42","author":"Shahid","year":"2018","journal-title":"Int. J. Energy Res."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/j.applthermaleng.2018.07.080","article-title":"Reverse layered air flow for Li-ion battery thermal management","volume":"143","author":"Na","year":"2018","journal-title":"Appl. Therm. Eng."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.applthermaleng.2019.03.157","article-title":"Experimental study on the thermal management performance of air cooling for high energy density cylindrical lithium-ion batteries","volume":"155","author":"Fan","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"113426","DOI":"10.1016\/j.apenergy.2019.113426","article-title":"Design a J-type air-based battery thermal management system through surrogate-based optimization","volume":"252","author":"Liu","year":"2019","journal-title":"Appl. Energy"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"114679","DOI":"10.1016\/j.applthermaleng.2019.114679","article-title":"Construction of effective symmetrical air-cooled system for battery thermal management","volume":"166","author":"Chen","year":"2020","journal-title":"Appl. Therm. Eng."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"122304","DOI":"10.1016\/j.ijheatmasstransfer.2021.122304","article-title":"A direct optimization strategy based on field synergy equation for efficient design of battery thermal management system","volume":"184","author":"Hou","year":"2022","journal-title":"Int. J. Heat Mass Transf."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"102781","DOI":"10.1016\/j.est.2021.102781","article-title":"Design optimization of forced air-cooled lithium-ion battery module based on multi-vents","volume":"40","author":"Zhang","year":"2021","journal-title":"J. Energy Storage"},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"1264","DOI":"10.1016\/j.egyr.2021.11.089","article-title":"Numerical study on the air-cooled thermal management of Lithium-ion battery pack for electrical vehicles","volume":"8","author":"Saechan","year":"2022","journal-title":"Energy Rep."},{"key":"ref_59","unstructured":"Meyer, J., Agathocleous, N., Youmans, H., Williams, H., Vespa, T., Rugh, J., Lustbader, J., and Titov, E. (2023, May 17). Advanced Climate System for EV Extended Range, Available online: https:\/\/www.osti.gov\/biblio\/1413671."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"2781","DOI":"10.1002\/er.4067","article-title":"Experimental investigation on mini-channel cooling\u2013based thermal management for L i-ion battery module under different cooling schemes","volume":"42","author":"Du","year":"2018","journal-title":"Int. J. Energy Res."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"113885","DOI":"10.1016\/j.applthermaleng.2019.113885","article-title":"Experimental investigation on a novel liquid-cooling strategy by coupling with graphene-modified silica gel for the thermal management of cylindrical battery","volume":"159","author":"Lv","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"114257","DOI":"10.1016\/j.applthermaleng.2019.114257","article-title":"Thermal management of cylindrical lithium-ion battery based on a liquid cooling method with half-helical duct","volume":"162","author":"Zhou","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.ijheatmasstransfer.2018.10.074","article-title":"Structural optimization of lithium-ion battery for improving thermal performance based on a liquid cooling system","volume":"130","author":"Shang","year":"2019","journal-title":"Int. J. Heat Mass Transf."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"114088","DOI":"10.1016\/j.applthermaleng.2019.114088","article-title":"Thermal performance of lithium ion battery pack by using cold plate","volume":"160","author":"Deng","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1016\/j.apenergy.2019.04.180","article-title":"Numerical study on a water cooling system for prismatic LiFePO4 batteries at abused operating conditions","volume":"250","author":"Xu","year":"2019","journal-title":"Appl. Energy"},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"829","DOI":"10.1016\/j.applthermaleng.2018.11.009","article-title":"Three-dimensional thermal modeling of Li-ion battery cell and 50 V Li-ion battery pack cooled by mini-channel cold plate","volume":"147","author":"Li","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1016\/j.applthermaleng.2019.04.089","article-title":"A comprehensive analysis and optimization process for an integrated liquid cooling plate for a prismatic lithium-ion battery module","volume":"156","author":"Chen","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"100583","DOI":"10.1016\/j.csite.2020.100583","article-title":"Thermal management system with nanofluids for electric vehicle battery cooling modules","volume":"18","author":"Wiriyasart","year":"2020","journal-title":"Case Stud. Therm. Eng."},{"key":"ref_69","doi-asserted-by":"crossref","unstructured":"Du, J., Sun, Y., Huang, Y., and Wu, X. (2020). Analysis of influencing factors of thermal management system for LiFePO4 lithium battery under high power charging. World Electr. Veh. J., 11.","DOI":"10.3390\/wevj11020044"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"119728","DOI":"10.1016\/j.ijheatmasstransfer.2020.119728","article-title":"Investigation on thermal performance of water-cooled Li-ion pouch cell and pack at high discharge rate with U-turn type microchannel cold plate","volume":"155","author":"Patil","year":"2020","journal-title":"Int. J. Heat Mass Transf."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"115578","DOI":"10.1016\/j.applthermaleng.2020.115578","article-title":"Simulation study of lithium-ion battery thermal management system based on a variable flow velocity method with liquid metal","volume":"179","author":"Liu","year":"2020","journal-title":"Appl. Therm. Eng."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"102301","DOI":"10.1016\/j.est.2021.102301","article-title":"An improved mini-channel based liquid cooling strategy of prismatic LiFePO4 batteries for electric or hybrid vehicles","volume":"35","author":"Monika","year":"2021","journal-title":"J. Energy Storage"},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"100913","DOI":"10.1016\/j.est.2019.100913","article-title":"Analysing the performance of liquid cooling designs in cylindrical lithium-ion batteries","volume":"33","author":"Yates","year":"2021","journal-title":"J. Energy Storage"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"118476","DOI":"10.1016\/j.applthermaleng.2022.118476","article-title":"Numerical investigation on optimal design of battery cooling plate for uneven heat generation conditions in electric vehicles","volume":"211","author":"Huang","year":"2022","journal-title":"Appl. Therm. Eng."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"121652","DOI":"10.1016\/j.energy.2021.121652","article-title":"A review on thermal management of lithium-ion batteries for electric vehicles","volume":"238","author":"Zhang","year":"2022","journal-title":"Energy"},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"1092","DOI":"10.1016\/j.applthermaleng.2018.06.048","article-title":"Experimental investigation of the thermal performance of heat pipe assisted phase change material for battery thermal management system","volume":"141","author":"Huang","year":"2018","journal-title":"Appl. Therm. Eng."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1016\/j.jpowsour.2019.04.055","article-title":"Thermophysical properties of trimethylolethane (TME) hydrate as phase change material for cooling lithium-ion battery in electric vehicle","volume":"427","author":"Koyama","year":"2019","journal-title":"J. Power Sources"},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"114102","DOI":"10.1016\/j.applthermaleng.2019.114102","article-title":"The thermal performance of a novel internal cooling method for the electric vehicle battery: An experimental study","volume":"161","author":"Gou","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"4933","DOI":"10.1016\/j.egypro.2019.01.697","article-title":"Active cooling based battery thermal management using composite phase change materials","volume":"158","author":"Zhao","year":"2019","journal-title":"Energy Procedia"},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"113797","DOI":"10.1016\/j.applthermaleng.2019.113797","article-title":"Preventing heat propagation and thermal runaway in electric vehicle battery modules using integrated PCM and micro-channel plate cooling system","volume":"159","author":"Kshetrimayum","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1016\/j.apenergy.2019.03.043","article-title":"Lithium\u2013ion battery thermal management using heat pipe and phase change material during discharge\u2013charge cycle: A comprehensive numerical study","volume":"242","author":"Jiang","year":"2019","journal-title":"Appl. Energy"},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"113968","DOI":"10.1016\/j.applthermaleng.2019.113968","article-title":"Experimental investigation of thermal performance of large-sized battery module using hybrid PCM and bottom liquid cooling configuration","volume":"159","author":"Zhang","year":"2019","journal-title":"Appl. Therm. Eng."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"100655","DOI":"10.1016\/j.csite.2020.100655","article-title":"Performance of beeswax phase change material (PCM) and heat pipe as passive battery cooling system for electric vehicles","volume":"21","author":"Putra","year":"2020","journal-title":"Case Stud. Therm. Eng."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"115126","DOI":"10.1016\/j.applthermaleng.2020.115126","article-title":"Thermal management of lithium-ion battery cells using 3D printed phase change composites","volume":"171","author":"Nofal","year":"2020","journal-title":"Appl. Therm. Eng."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"106945","DOI":"10.1016\/j.ijthermalsci.2021.106945","article-title":"Thermal management of a simulated battery with the compound use of phase change material and fins: Experimental and numerical investigations","volume":"165","author":"Sun","year":"2021","journal-title":"Int. J. Therm. Sci."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"116665","DOI":"10.1016\/j.applthermaleng.2021.116665","article-title":"Design of battery thermal management system based on phase change material and heat pipe","volume":"188","author":"Chen","year":"2021","journal-title":"Appl. Therm. Eng."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"116649","DOI":"10.1016\/j.applthermaleng.2021.116649","article-title":"Thermal performance of honeycomb-like battery thermal management system with bionic liquid mini-channel and phase change materials for cylindrical lithium-ion battery","volume":"188","author":"Yang","year":"2021","journal-title":"Appl. Therm. Eng."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"101896","DOI":"10.1016\/j.csite.2022.101896","article-title":"Novel design optimization for passive cooling PCM assisted battery thermal management system in electric vehicles","volume":"32","author":"Youssef","year":"2022","journal-title":"Case Stud. Therm. Eng."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"126026","DOI":"10.1016\/j.energy.2022.126026","article-title":"A compact and lightweight hybrid liquid cooling system coupling with Z-type cold plates and PCM composite for battery thermal management","volume":"263","author":"Yang","year":"2023","journal-title":"Energy"},{"key":"ref_90","first-page":"254","article-title":"Experimental investigation of lithium-ion power battery liquid cooling","volume":"35","author":"Zhoujian","year":"2018","journal-title":"J. Univ. Chin. Acad. Sci."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"118131","DOI":"10.1016\/j.jclepro.2019.118131","article-title":"Cooling performance of nanofluid submerged vs. nanofluid circulated battery thermal management systems","volume":"240","author":"Jilte","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"228545","DOI":"10.1016\/j.jpowsour.2020.228545","article-title":"Experimental investigation of battery thermal management and safety with heat pipe and immersion phase change liquid","volume":"473","author":"Zhou","year":"2020","journal-title":"J. Power Sources"},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1109\/OJVT.2020.2972541","article-title":"Thermal management of Li-ion batteries with single-phase liquid immersion cooling","volume":"1","author":"Sundin","year":"2020","journal-title":"IEEE Open J. Veh. Technol."},{"key":"ref_94","doi-asserted-by":"crossref","unstructured":"Bhattacharjee, A., Mohanty, R.K., and Ghosh, A. (2020). Design of an optimized thermal management system for Li-ion batteries under different discharging conditions. Energies, 13.","DOI":"10.3390\/en13215695"},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"115213","DOI":"10.1016\/j.applthermaleng.2020.115213","article-title":"Thermal performance of direct two-phase refrigerant cooling for lithium-ion batteries in electric vehicles","volume":"173","author":"Hong","year":"2020","journal-title":"Appl. Therm. Eng."},{"key":"ref_96","doi-asserted-by":"crossref","unstructured":"Pulugundla, G., Dubey, P., Wu, Z., Wang, Q., and Srouji, A.K. (2020, January 23\u201326). Thermal management of lithium ion cells at high discharge rate using submerged-cell cooling. Proceedings of the 2020 IEEE Transportation Electrification Conference & Expo (ITEC), IEEE, Chicago, IL, USA.","DOI":"10.1109\/ITEC48692.2020.9161516"},{"key":"ref_97","doi-asserted-by":"crossref","first-page":"112569","DOI":"10.1016\/j.enconman.2020.112569","article-title":"Thermal performance predictions for an HFE-7000 direct flow boiling cooled battery thermal management system for electric vehicles","volume":"207","author":"Wang","year":"2020","journal-title":"Energy Convers. Manag."},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"113715","DOI":"10.1016\/j.enconman.2020.113715","article-title":"A novel dielectric fluid immersion cooling technology for Li-ion battery thermal management","volume":"229","author":"Patil","year":"2021","journal-title":"Energy Convers. Manag."},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"117279","DOI":"10.1016\/j.applthermaleng.2021.117279","article-title":"Numerical investigation of the direct liquid cooling of a fast-charging lithium-ion battery pack in hydrofluoroether","volume":"196","author":"Tan","year":"2021","journal-title":"Appl. Therm. Eng."},{"key":"ref_100","doi-asserted-by":"crossref","unstructured":"Dubey, P., Pulugundla, G., and Srouji, A.K. (2021). Direct comparison of immersion and cold-plate based cooling for automotive Li-ion battery modules. Energies, 14.","DOI":"10.3390\/en14051259"},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"123633","DOI":"10.1016\/j.energy.2022.123633","article-title":"Validation of a data-driven fast numerical model to simulate the immersion cooling of a lithium-ion battery pack","volume":"249","author":"Solai","year":"2022","journal-title":"Energy"},{"key":"ref_102","doi-asserted-by":"crossref","first-page":"102034","DOI":"10.1016\/j.csite.2022.102034","article-title":"Experimental studies of liquid immersion cooling for 18650 lithium-ion battery under different discharging conditions","volume":"34","author":"Li","year":"2022","journal-title":"Case Stud. Therm. Eng."},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"117788","DOI":"10.1016\/j.applthermaleng.2021.117788","article-title":"Effect analysis on integration efficiency and safety performance of a battery thermal management system based on direct contact liquid cooling","volume":"201","author":"Wu","year":"2022","journal-title":"Appl. Therm. Eng."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"118251","DOI":"10.1016\/j.applthermaleng.2022.118251","article-title":"Feasibility study of a novel oil-immersed battery cooling system: Experiments and theoretical analysis","volume":"208","author":"Liu","year":"2022","journal-title":"Appl. Therm. Eng."},{"key":"ref_105","doi-asserted-by":"crossref","first-page":"118869","DOI":"10.1016\/j.applthermaleng.2022.118869","article-title":"A novel direct liquid cooling strategy for electric vehicles focused on pouch type battery cells","volume":"216","author":"Vertiz","year":"2022","journal-title":"Appl. Therm. Eng."},{"key":"ref_106","doi-asserted-by":"crossref","first-page":"103835","DOI":"10.1016\/j.est.2021.103835","article-title":"Thermal performance of a liquid-immersed battery thermal management system for lithium-ion pouch batteries","volume":"46","author":"Wang","year":"2022","journal-title":"J. Energy Storage"},{"key":"ref_107","doi-asserted-by":"crossref","unstructured":"Li, Y., Zhou, Z., Su, L., Bai, M., Gao, L., Li, Y., Liu, X., Li, Y., and Song, Y. (2022). Numerical Simulations for Indirect and Direct Cooling of 54 V LiFePO4 Battery Pack. Energies, 15.","DOI":"10.3390\/en15134581"},{"key":"ref_108","doi-asserted-by":"crossref","first-page":"122608","DOI":"10.1016\/j.ijheatmasstransfer.2022.122608","article-title":"Numerical analysis of single-phase liquid immersion cooling for lithium-ion battery thermal management using different dielectric fluids","volume":"188","author":"Jithin","year":"2022","journal-title":"Int. J. Heat Mass Transf."},{"key":"ref_109","doi-asserted-by":"crossref","first-page":"122750","DOI":"10.1016\/j.ijheatmasstransfer.2022.122750","article-title":"Numerical investigation on manifold immersion cooling scheme for lithium ion battery thermal management application","volume":"190","author":"Le","year":"2022","journal-title":"Int. J. Heat Mass Transf."},{"key":"ref_110","doi-asserted-by":"crossref","first-page":"712","DOI":"10.1016\/j.renene.2022.11.010","article-title":"A model-scale experimental and theoretical study on a mineral oil-immersed battery cooling system","volume":"201","author":"Liu","year":"2022","journal-title":"Renew. Energy"},{"key":"ref_111","doi-asserted-by":"crossref","unstructured":"Larra\u00f1aga-Ezeiza, M., Vertiz Navarro, G., Galarza Garmendia, I., Fernandez Arroiabe, P., Martinez-Aguirre, M., and Berasategi Arostegui, J. (2022). Parametric Optimisation of a Direct Liquid Cooling\u2013Based Prototype for Electric Vehicles Focused on Pouch-Type Battery Cells. World Electr. Veh. J., 13.","DOI":"10.3390\/wevj13080149"},{"key":"ref_112","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18280\/ijht.400101","article-title":"Experimental study of a direct immersion liquid cooling of a Li-ion battery for electric vehicles applications","volume":"40","author":"Giammichele","year":"2022","journal-title":"Int. J. Heat Technol."},{"key":"ref_113","doi-asserted-by":"crossref","unstructured":"Williams, N.P., and O\u2019Shaughnessy, S.M. (2022, January 28\u201330). Immersion Cooling of Lithium-ion Batteries for Electric Vehicles. Proceedings of the 2022 28th International Workshop on Thermal Investigations of ICs and Systems (THERMINIC), Dublin, Ireland.","DOI":"10.1109\/THERMINIC57263.2022.9950646"},{"key":"ref_114","doi-asserted-by":"crossref","unstructured":"Han, J.W., Garud, K.S., Hwang, S.G., and Lee, M.Y. (2022). Experimental Study on Dielectric Fluid Immersion Cooling for Thermal Management of Lithium-Ion Battery. Symmetry, 14.","DOI":"10.3390\/sym14102126"},{"key":"ref_115","doi-asserted-by":"crossref","unstructured":"Zhou, Y., Wang, Z., Xie, Z., and Wang, Y. (2022). Parametric Investigation on the Performance of a Battery Thermal Management System with Immersion Cooling. Energies, 15.","DOI":"10.3390\/en15072554"},{"key":"ref_116","doi-asserted-by":"crossref","unstructured":"Xin, Z., Tang, W., Li, W., Sheng, K., and Wu, Z. (2022, January 28\u201331). Numerical Analysis of Flow Type and Direction on Single Phase Immersion Cooling for Li-ion Battery Thermal Management. Proceedings of the 2022 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific), Haining, China.","DOI":"10.1109\/ITECAsia-Pacific56316.2022.9942199"},{"key":"ref_117","doi-asserted-by":"crossref","first-page":"803882","DOI":"10.3389\/fenrg.2022.803882","article-title":"Experimental and Simulative Investigations on a Water Immersion Cooling System for Cylindrical Battery Cells","volume":"10","author":"Luo","year":"2022","journal-title":"Front. Energy Res."},{"key":"ref_118","doi-asserted-by":"crossref","first-page":"2334","DOI":"10.1109\/TTE.2021.3131718","article-title":"A Lightweight Multichannel Direct Contact Liquid-Cooling System and Its Optimization for Lithium-Ion Batteries","volume":"8","author":"Guo","year":"2021","journal-title":"IEEE Trans. Transp. Electrif."},{"key":"ref_119","doi-asserted-by":"crossref","unstructured":"Ho, Y.C., Chen, P.C., Cheng, Y.J., and Hsu, C.T. (2022, January 15\u201318). Visualization of Graphene Mineral Oil Immersion Cooling for Electric Vehicle Battery Temperature Analysis. Proceedings of the 9th International Conference of Asian Society for Precision Engineering and Nanotechnology (ASPEN 2022), Singapore.","DOI":"10.3850\/978-981-18-6021-8_OR-12-0011.html"},{"key":"ref_120","doi-asserted-by":"crossref","first-page":"107388","DOI":"10.1016\/j.est.2023.107388","article-title":"Algorithm-driven optimization of lithium-ion battery thermal modeling","volume":"65","author":"Sun","year":"2023","journal-title":"J. Energy Storage"},{"key":"ref_121","doi-asserted-by":"crossref","first-page":"119649","DOI":"10.1016\/j.applthermaleng.2022.119649","article-title":"Experimental study on immersion phase change cooling of lithium-ion batteries based on R1233ZD (E)\/ethanol mixed refrigerant","volume":"220","author":"Wang","year":"2023","journal-title":"Appl. Therm. Eng."},{"key":"ref_122","doi-asserted-by":"crossref","first-page":"120187","DOI":"10.1016\/j.applthermaleng.2023.120187","article-title":"Experimental investigation and comparative analysis of immersion cooling of lithium-ion batteries using mineral and therminol oil","volume":"225","author":"Satyanarayana","year":"2023","journal-title":"Appl. Therm. Eng."},{"key":"ref_123","doi-asserted-by":"crossref","first-page":"120287","DOI":"10.1016\/j.applthermaleng.2023.120287","article-title":"Experimental investigations of liquid immersion cooling for 18650 lithium-ion battery pack under fast charging conditions","volume":"227","author":"Li","year":"2023","journal-title":"Appl. Therm. Eng."},{"key":"ref_124","doi-asserted-by":"crossref","first-page":"106821","DOI":"10.1016\/j.est.2023.106821","article-title":"Heat transfer characteristics and influencing factors of immersion coupled direct cooling for battery thermal management","volume":"62","author":"Wang","year":"2023","journal-title":"J. Energy Storage"},{"key":"ref_125","doi-asserted-by":"crossref","first-page":"107177","DOI":"10.1016\/j.est.2023.107177","article-title":"Experimental studies of reciprocating liquid immersion cooling for 18650 lithium-ion battery under fast charging conditions","volume":"64","author":"Li","year":"2023","journal-title":"J. Energy Storage"},{"key":"ref_126","doi-asserted-by":"crossref","first-page":"106839","DOI":"10.1016\/j.est.2023.106839","article-title":"Degradation analysis of 18650 cylindrical cell battery pack with immersion liquid cooling system. Part 1: Aging assessment at pack level","volume":"62","author":"Koster","year":"2023","journal-title":"J. Energy Storage"},{"key":"ref_127","doi-asserted-by":"crossref","first-page":"106834","DOI":"10.1016\/j.est.2023.106834","article-title":"Experimental study of Li-ion battery thermal management based on the liquid-vapor phase change in direct contact with the cells","volume":"62","author":"Goodarzi","year":"2023","journal-title":"J. Energy Storage"},{"key":"ref_128","doi-asserted-by":"crossref","unstructured":"Han, J.W., Garud, K.S., Kang, E.H., and Lee, M.Y. (2022). Numerical Study on Heat Transfer Characteristics of Dielectric Fluid Immersion Cooling with Fin Structures for Lithium-Ion Batteries. Symmetry, 15.","DOI":"10.3390\/sym15010092"},{"key":"ref_129","doi-asserted-by":"crossref","unstructured":"and Kumar, A. (2023). Identification and Mitigation of Shortcomings in Direct and Indirect Liquid Cooling-Based Battery Thermal Management System. Energies, 16.","DOI":"10.3390\/en16093857"},{"key":"ref_130","doi-asserted-by":"crossref","unstructured":"Celen, A. (2023). Experimental Investigation on Single-Phase Immersion Cooling of a Lithium-Ion Pouch-Type Battery under Various Operating Conditions. Appl. Sci., 13.","DOI":"10.3390\/app13052775"},{"key":"ref_131","doi-asserted-by":"crossref","first-page":"117053","DOI":"10.1016\/j.enconman.2023.117053","article-title":"Hybrid single-phase immersion cooling structure for battery thermal management under fast-charging conditions","volume":"287","author":"Choi","year":"2023","journal-title":"Energy Convers. Manag."},{"key":"ref_132","doi-asserted-by":"crossref","unstructured":"Gu, J., Du, J., Li, Y., Li, J., Chen, L., Chai, Y., and Li, Y. (2023). Preparation and Characterization of n-Octadecane@ SiO2\/GO and n-Octadecane@ SiO2\/Ag Nanoencapsulated Phase Change Material for Immersion Cooling of Li-Ion Battery. Energies, 16.","DOI":"10.3390\/en16031498"}],"container-title":["Symmetry"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2073-8994\/15\/7\/1322\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T20:02:34Z","timestamp":1760126554000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2073-8994\/15\/7\/1322"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,28]]},"references-count":132,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2023,7]]}},"alternative-id":["sym15071322"],"URL":"https:\/\/doi.org\/10.3390\/sym15071322","relation":{},"ISSN":["2073-8994"],"issn-type":[{"value":"2073-8994","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,28]]}}}