Rizwan Muhammad, Hassan Mohsan, Makinde Oluwole Daniel, Bhatti Muhammad Mubashir, Marin Marin
Department of Mathematics, COMSATS University Islamabad, Lahore Campus, Lahore 54000, Pakistan.
Faculty of Military Science, Stellenbosch University, Private Bag X2, Saldanha 7395, South Africa.
Nanomaterials (Basel). 2022 Apr 6;12(7):1237. doi: 10.3390/nano12071237.
Nanofluids have great potential due to their improved properties that make them useful for addressing various industrial and engineering problems. In order to use nanofluids on an industrial scale, it is first important to discuss their rheological behavior in relation to heat transfer aspects. In the current study, the flow characteristics of nanofluids are discussed using a mathematical model that is developed by fundamental laws and experimental data. The data are collected in the form of viscosity versus shear rate for different homogeneous ethylene glycol- (EG) based nanofluids, which are synthesized by dispersing 5-20% nanoparticle concentrations of SiO, MgO, and TiO with diameters of (20-30 nm, 60-70 nm), (20 nm, 40 nm), and (30 nm, 50 nm), respectively. The data are fitted into a rheological power-law model and further used to govern equations of a physical problem. The problem is simplified into ordinary differential equations by using a boundary layer and similarity transformations and then solved through the numerical Runge-Kutta (RK) method. The obtained results in the form of velocity and temperature profiles at different nanoparticle concentrations and diameters are displayed graphically for discussion. Furthermore, displacement and momentum thicknesses are computed numerically to explain boundary-layer growth. The results show that the velocity profile is reduced and the temperature profile is raised by increasing the nanoparticle concentration. Conversely, the velocity profile is increased and the temperature profile is decreased by increasing the nanoparticle diameter. The results of the present investigation regarding heat and mass flow behavior will help engineers design equipment and improve the efficacy and economy of the overall process in the industry.
纳米流体因其改进的性能而具有巨大潜力,这些性能使其可用于解决各种工业和工程问题。为了在工业规模上使用纳米流体,首先重要的是讨论其与传热方面相关的流变行为。在当前研究中,使用基于基本定律和实验数据开发的数学模型来讨论纳米流体的流动特性。数据以不同均匀的基于乙二醇(EG)的纳米流体的粘度与剪切速率的形式收集,这些纳米流体是通过分别分散5 - 20%的纳米颗粒浓度的SiO、MgO和TiO合成的,其直径分别为(20 - 30纳米、60 - 70纳米)、(20纳米、40纳米)和(30纳米、50纳米)。数据被拟合到流变幂律模型中,并进一步用于控制物理问题的方程。通过使用边界层和相似变换将问题简化为常微分方程,然后通过数值龙格 - 库塔(RK)方法求解。以不同纳米颗粒浓度和直径下的速度和温度分布形式获得的结果以图形方式显示以供讨论。此外,数值计算位移和动量厚度以解释边界层的生长。结果表明,通过增加纳米颗粒浓度,速度分布减小而温度分布升高。相反,通过增加纳米颗粒直径,速度分布增加而温度分布减小。本研究关于热和质量流动行为的结果将有助于工程师设计设备并提高工业中整个过程的效率和经济性。