Abdelrahman Gasmelseed , Mhadi A. Ismael , Mior A. Said , Faiz Ahmad
{"title":"单纳米流体和混合纳米流体在高放电率和不同驱动循环条件下在液体电池热管理系统中的性能研究","authors":"Abdelrahman Gasmelseed , Mhadi A. Ismael , Mior A. Said , Faiz Ahmad","doi":"10.1016/j.est.2025.116084","DOIUrl":null,"url":null,"abstract":"<div><div>With the rapid increase in electric vehicles (EVs) power demand, newer and more efficient thermal management systems are required to maintain the EV battery temperature within the optimum range between 20 and 40 °C to ensure a safe and efficient operation. To address these requirements, this study investigated the overall performance of a nanofluid liquid BTMS for two cylindrical lithium-ion battery modules with 12 and 100 battery cells each. The analysis was conducted using a 3C discharge rate as well as steady and variable discharge rates for WLTC3 and NEDC drive cycles. Three nanoparticle types (SWCNT, Fe<sub>3</sub>O<sub>4</sub> TiO<sub>2</sub>, and Cu TiO<sub>2</sub>) were investigated under three different volumetric concentrations (1 %, 2 %, 3 %) and compared to the base fluid (water), the assessment considered four different Reynolds number values, and the evaluation was based on the maximum temperature and temperature difference, pressure drop, Nusselt number, in addition to a performance factor which takes into account the nanofluid heat transfer enhancement and the pressure drop increase. Based on the performance evaluation, the BTMS performance is found to be directly proportional to the flow Reynolds number and the optimum nanofluid is found to be SWCNT water nanofluid with 3 % concentration, compared to water, it achieved a 3.56 % and 13.81 % reduction in maximum temperature and temperature difference respectively, yielding a performance factor of 1.58. Furthermore, considering the two investigated drive cycle conditions, the SWCNT water nanofluid lowered the maximum temperature and temperature difference by 0.5 % and 3.3 % respectively leading to an 80.13 % enhancement in Nusselt number compared to water, proving the effectiveness of using the proposed nanofluid BTMS under diverse driving conditions.</div></div>","PeriodicalId":15942,"journal":{"name":"Journal of energy storage","volume":"116 ","pages":"Article 116084"},"PeriodicalIF":8.9000,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Performance investigation of mono and hybrid nanofluids in a liquid battery thermal management system under high discharge rate and different drive cycle conditions\",\"authors\":\"Abdelrahman Gasmelseed , Mhadi A. Ismael , Mior A. Said , Faiz Ahmad\",\"doi\":\"10.1016/j.est.2025.116084\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>With the rapid increase in electric vehicles (EVs) power demand, newer and more efficient thermal management systems are required to maintain the EV battery temperature within the optimum range between 20 and 40 °C to ensure a safe and efficient operation. To address these requirements, this study investigated the overall performance of a nanofluid liquid BTMS for two cylindrical lithium-ion battery modules with 12 and 100 battery cells each. The analysis was conducted using a 3C discharge rate as well as steady and variable discharge rates for WLTC3 and NEDC drive cycles. Three nanoparticle types (SWCNT, Fe<sub>3</sub>O<sub>4</sub> TiO<sub>2</sub>, and Cu TiO<sub>2</sub>) were investigated under three different volumetric concentrations (1 %, 2 %, 3 %) and compared to the base fluid (water), the assessment considered four different Reynolds number values, and the evaluation was based on the maximum temperature and temperature difference, pressure drop, Nusselt number, in addition to a performance factor which takes into account the nanofluid heat transfer enhancement and the pressure drop increase. Based on the performance evaluation, the BTMS performance is found to be directly proportional to the flow Reynolds number and the optimum nanofluid is found to be SWCNT water nanofluid with 3 % concentration, compared to water, it achieved a 3.56 % and 13.81 % reduction in maximum temperature and temperature difference respectively, yielding a performance factor of 1.58. Furthermore, considering the two investigated drive cycle conditions, the SWCNT water nanofluid lowered the maximum temperature and temperature difference by 0.5 % and 3.3 % respectively leading to an 80.13 % enhancement in Nusselt number compared to water, proving the effectiveness of using the proposed nanofluid BTMS under diverse driving conditions.</div></div>\",\"PeriodicalId\":15942,\"journal\":{\"name\":\"Journal of energy storage\",\"volume\":\"116 \",\"pages\":\"Article 116084\"},\"PeriodicalIF\":8.9000,\"publicationDate\":\"2025-03-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of energy storage\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352152X25007972\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of energy storage","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352152X25007972","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Performance investigation of mono and hybrid nanofluids in a liquid battery thermal management system under high discharge rate and different drive cycle conditions
With the rapid increase in electric vehicles (EVs) power demand, newer and more efficient thermal management systems are required to maintain the EV battery temperature within the optimum range between 20 and 40 °C to ensure a safe and efficient operation. To address these requirements, this study investigated the overall performance of a nanofluid liquid BTMS for two cylindrical lithium-ion battery modules with 12 and 100 battery cells each. The analysis was conducted using a 3C discharge rate as well as steady and variable discharge rates for WLTC3 and NEDC drive cycles. Three nanoparticle types (SWCNT, Fe3O4 TiO2, and Cu TiO2) were investigated under three different volumetric concentrations (1 %, 2 %, 3 %) and compared to the base fluid (water), the assessment considered four different Reynolds number values, and the evaluation was based on the maximum temperature and temperature difference, pressure drop, Nusselt number, in addition to a performance factor which takes into account the nanofluid heat transfer enhancement and the pressure drop increase. Based on the performance evaluation, the BTMS performance is found to be directly proportional to the flow Reynolds number and the optimum nanofluid is found to be SWCNT water nanofluid with 3 % concentration, compared to water, it achieved a 3.56 % and 13.81 % reduction in maximum temperature and temperature difference respectively, yielding a performance factor of 1.58. Furthermore, considering the two investigated drive cycle conditions, the SWCNT water nanofluid lowered the maximum temperature and temperature difference by 0.5 % and 3.3 % respectively leading to an 80.13 % enhancement in Nusselt number compared to water, proving the effectiveness of using the proposed nanofluid BTMS under diverse driving conditions.
期刊介绍:
Journal of energy storage focusses on all aspects of energy storage, in particular systems integration, electric grid integration, modelling and analysis, novel energy storage technologies, sizing and management strategies, business models for operation of storage systems and energy storage developments worldwide.