Open Access
ARTICLE
Film Flow of Nano-Micropolar Fluid with Dissipation Effect
1 Department of Basic Sciences & Humanities, Faculty of Engineering & Technology, Bahauddin Zakariya University, Multan, Pakistan
2 Department of Mathematics, Hacettepe University, Ankara, Türkiye
3 Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
* Corresponding Authors: Mustafa Turkyilmazoglu. Email: ,
Computer Modeling in Engineering & Sciences 2024, 140(3), 2487-2512. https://doi.org/10.32604/cmes.2024.050525
Received 08 February 2024; Accepted 29 April 2024; Issue published 08 July 2024
Abstract
The physical problem of the thin film flow of a micropolar fluid over a dynamic and inclined substrate under the influence of gravitational and thermal forces in the presence of nanoparticles is formulated. Five different types of nanoparticle samples are accounted for in this current study, namely gold Au, silver Ag, molybdenum disulfide MoS2, aluminum oxide Al2O3, and silicon dioxide SiO2. Blood, a micropolar fluid, serves as the common base fluid. An exact closed-form solution for this problem is derived for the first time in the literature. The results are particularly validated against those for the Newtonian fluid and show excellent agreement. It was found that increasing values of the spin boundary condition and micropolarity lead to a reduction in both the thermal and momentum boundary layers. A quantitative decay in the Nusselt number for a micropolar fluid, as compared to a Newtonian one for all the tested nanoparticles, is anticipated. Gold and silver nanoparticles (i) intensify in the flow parameter as the concentration of nanoparticles increases (ii) yield a higher thermal transfer rate, whereas molybdenum disulfide, aluminum oxide, and silicon dioxide exhibit a converse attitude for both Newtonian and micropolar fluids. The reduction in film thickness for fluid comprising gold particles, as compared to the rest of the nanoparticles, is remarkable.Keywords
Nomenclature
Dimensional Quantities | |
Thermal Capacity | |
Acceleration due to gravity | |
Thickness of the film | |
Gyration parameter | |
Thermal conductivity ( | |
Hydrodynamic pressure | |
Axial component of spin vector | |
Temperature | |
Horizontal component of velocity of fluid | |
Vertical component of velocity of fluid | |
Abscissa | |
Ordinate | |
Viscosity parameter | |
Nu | Nusselt number |
Hydrodynamic pressure | |
Discharge of fluid | |
Reynolds number | |
Axial component of spin vector | |
Horizontal component of velocity of fluid | |
Vertical component of velocity of fluid | |
Abscissa | |
Ordinate | |
Greek Symbols | |
Dimensionless flow parameter | |
Dimensionless spin boundary parameter | |
Dimensionless thermal parameter | |
Dimensionless thermal parameter coefficient | |
Dimensionless viscous dissipation parameter | |
Vorticity Viscosity coefficient | |
Dimensionless Volume fraction | |
Spin gradient coefficient | |
Viscosity coefficient | |
Dimensionless temperature | |
Angle of inclination of substrate | |
Density | |
Subscripts | |
f | Fluid |
s | Nanoparticles |
nf | Nanofluid |
1.1 Thin Film Flow and Its Significance
Modern Touch of a Classical Flow Problem: Thin films of liquid are pervasive and ubiquitous across both the natural and human-made worlds. Thin film flow describes the spreading of a liquid over a solid substrate (static or dynamic) with a free surface, typically air or gas, at the interface. The flow is primarily driven by external forces, such as a translating or rotating substrate, surface tension, or gravitational force [1,2]. To further explore this, consider examples from nature and technology, including rainwater dribbling down a windowpane, blood coursing through tiny blood vessels, tears trickling down a cheek, suspensions oozing over substrates, and lubricant oil coating rotating ball bearings or other spinning objects [3–6]. Studying thin film flow has wide-ranging applications, aiding understanding of phenomena such as spin-coating, gravure printing, absorption columns, mudslides, dry processes, cooling of microelectronics devices, production of glass/wire, wettability, flow over roads/roofs, solar cells, film evaporation, food industry processes, and heat exchangers [7–11].
One application of thin film flow studies is the analysis of complex liquid flows over intricate substrates. For example, it can be utilized to model the surface-tension-driven flow of incompressible fluids, such as the lining of the lungs [12,13]. The complexity of these flows arises from two main factors:
• Substrate geometry: This can include flexible substrates like leaves [5] or the intricate lining of the lungs [13], as well as other examples like magma streams or tears on a face [14,15].
• Liquid properties: Beyond simple Newtonian fluids like pure water, the flow can involve liquids containing mud, non-Newtonian fluids, or even fluids with nanoparticles [16–20]. This study focuses specifically on micropolar fluids, which have complex molecular structures and include examples like blood, liquid crystals, and colloidal suspensions [21,22]. A deeper exploration of the fascinating properties of micropolar fluids will follow.
Currently, many literature sources exist on both theoretical and experimental studies of thin film flow for Newtonian and non-Newtonian fluids.
1.2 Literature Survey for Newtonian Fluid
The story of thin film flow began in 1916 with the work of Nusselt [23], who presented mathematical equations describing its dynamics. He derived the governing equation for thermal transfer coefficients in condensate thin films, assuming they primarily resist heat transfer. Subsequently, a significant contribution was made in 1974 by Tamir et al. [24], who extended Nusselt’s work by accounting for a constant surface resistance.
While a full historical account is beyond the scope of this discussion due to its substantial length, several noteworthy contributions have explored various aspects of thin film flow:
• Kondic et al. [25] examined thin film liquid on an inclined plane, concluding that the inclination angle significantly alters the wetting behavior.
• O’Brien et al. [26] built upon this work by detailing the implementation of the thin film lubrication approximation and presenting practical examples.
• Wang et al. [27] investigated the influence of channel shape on condensation in thin films within horizontal microchannels.
• Al-Jarrah et al. [28] described the process of film thickness development in microchannels.
• Gatapova et al. [29] analyzed the thermal effects of thin liquid film flow in a channel heated from below.
• Lin et al. [30] reported the dominant role of convective thermal transfer at high Reynolds numbers.
Applications and Experimental Verification: The applications of thin film flow extend beyond theoretical studies. For instance, Mazloomi et al. [31] utilized the lattice-Boltzmann method to investigate thin film flow with thermal sources for surface coating, while Slade [32] explored rivulet formation in thin liquid films. Experimental validation also plays a crucial role in understanding thin film flow. Several studies have focused on this aspect, including:
• Ju et al. [33] performed experiments to probe the droplet impinging on thin film flows and highlighted the characteristics of droplet evolution.
• Charogiannis et al. [34] conducted experiments on thin film flows over inclined glass planes driven by gravity, studying the relationship between the Nusselt number and Reynolds number.
• Wang et al. [35] investigated the thermal influence on thin films under a thermal source environment.
• Budakli [36] experimentally examined thin film flow generated from turbulent gas flow on heated inclined channel walls or under gravitational force.
• Markides et al. [37] conducted experiments to understand the effects of conjugate thermal transfer in thin film flow over electrically heated inclined substrates.
Micropolar Fluids with Nanoparticles: It is well known that nanoparticles in liquids can enhance thermal transfer rates and facilitate other valuable industrial phenomena, such as the instant cooling of electronic chips or rapid water heating in geysers and heat exchangers. Notably, reference [10] was the first to theoretically analyze the hydrodynamic and thermal effects of thin film flow in water containing seven different nanoparticles, even developing a closed-form solution for fluid velocity and temperature.
Contribution and Scope: Inspired by the work in [10], this study extends its analysis to explore other fluid types, such as micropolar fluids, which are relevant to blood, colloidal suspensions, and epoxies. It derives a closed-form solution for the thin film flow of a micropolar fluid containing five different nanoparticles over a thermally heated inclined plane.
1.3 Literature Survey for Non-Newtonian Fluid
In various industries, fluids such as tomato ketchup, honey, blood, colloidal suspensions, and mercury, along with other industrial fluids, do not behave ideally like water. These liquids are categorized as non-Newtonian fluids and require distinct models and constitutive equations to describe their flow behavior. The study of the thin film flow of such non-Newtonian fluids has yielded valuable insights [38–42]. To further explore it, let us examine some recent contributions from 2021 to 2023.
Recent Highlights (2021–2023):
• 2021:
○ Reference [43]: This study compared two methods, homotopy perturbation Elzaki transform and Elzaki decomposition, for analyzing the thin film flow of a third-grade fluid down an inclined plane, favoring the former for its efficacy.
○ Reference [44]: Research on Oldroyd-B ferrofluid containing nanoparticles (Cobalt Ferrite) employed the Runge-Kutta method for a numerical solution.
2022:
○ Reference [45]: Thin film flow of a Williamson fluid was numerically investigated using a homotopy-based scheme with Fractional Calculus, considering bio-convection and microorganism diffusivity.
○ Reference [46]: This study explored the thin film flow of a Casson nanofluid.
○ Reference [47]: This study analyzed viscoplastic Bingham fluid’s thin film flow behavior.
○ Reference [48]: Johnson-Segalmann fluid was the focus of this study on thin film flow.
2023:
○ Reference [49]: A third-grade fluid’s thin film flow characteristics were investigated.
○ Reference [50]: Johnson-Segalmann fluid was tackled in this study on thin film flow.
○ Reference [51]: Second-grade fluid’s thin film flow behavior was analyzed.
○ Reference [52]: Maxwell nanofluid’s thin film flow was explored.
○ Reference [53]: This study focused on Casson nanofluid, further advancing the understanding of thin film flow behavior.
Looking Forward: These examples highlight the active research landscape in non-Newtonian thin film flows. As this field continues to evolve, it offers immense potential for advancements in diverse areas such as bioengineering, microfluidics, and coating technologies.
1.4 Current Study and Micropolar Fluid
As discussed earlier, this study focuses on exploring the hydro- and thermo-dynamical effects of thin film flow in micropolar fluids containing nanoparticles. These fluids hold significant techno-scientific value and exist not only in the laboratory but also in the natural world. Blood, which represents the micropolar nature with its cellular and platelet components, is noted in [54,55]. Colloidal suspensions and liquid crystals, characterized by the presence of colloids, are also part of this category [56]. Rigid-rod epoxies, with their rod-like molecular structure and polymeric suspensions, further expand the diverse scope of micropolar fluids [22,57].
Micropolar fluids are distinguished from Newtonian and non-Newtonian fluids through their ability to sustain body couple and couple stress in addition to conventional body force and Cauchy stress. The Cauchy stress tensor in a micropolar fluid arises from the microscopic, needle-like particles it contains. While Newtonian fluids require only three degrees of freedom for analysis, micropolar fluids necessitate six, reflecting their more complex internal structure.
The literature on the thin film flow of micropolar fluids remains surprisingly sparse. A notable study from Yusuf et al. in 2021 [58] investigated this phenomenon over a static inclined porous substrate, primarily focusing on entropy analysis and employing numerical tools based on the differential transformation method. While this study is noteworthy, it leaves several intriguing questions unanswered, thus hindering a comprehensive understanding of micropolar fluid behavior in real-world situations.
Unanswered Questions and the Research Focus: These unaddressed questions become the driving force for the present research. For instance, how will the fluid respond to a heater within or near the substrate? What happens when the substrate becomes dynamic, moving at a uniform or non-uniform speed? What impact do different nanoparticles, incorporated as additive colloids, have on the flow dynamics? These and many more questions will guide this research, promising valuable insights into the world of micropolar fluids.
The Power of Nanoparticles: Nanoparticles play a vital role in shaping the landscape of modern technology [59–62]. Gold (Au) and silver (Ag) nanoparticles are extensively used in separation science, facilitating efficient separation processes [63–65]. Solutions of gold nanoparticles even reduce thermal resistance by 13% compared to pure water. These nanoparticles also hold vast potential in cancer treatment, where their heat-generating capability aids in photodynamic therapy.
Molybdenum disulfide
Aluminum oxide (
The Current Study: This study explores the thin film flow of a micropolar fluid (base fluid) containing five distinct types of nanoparticles. This flow occurs over an inclined substrate moving with a uniform speed (U) under the influence of gravity. Section 2 meticulously formulates the governing equations for this scenario. Section 3 then tackles the derivation of a closed-form exact solution for the corresponding boundary value problem. Section 4 shows the obtained results and provides insightful commentary on their implications. Finally, Section 5 wraps up the study by summarizing the essential findings and their significance.
2 Mathematical Formulation and Analysis of the Physical Problem
The governing equations for a steady flow of an incompressible, two-dimensional nano-micropolar fluid model [10,22,56] in the presence of viscous dissipation and in the absence of Joule heating and electromagnetic influences can be written as follows:
where
where
The above equations can be written in dimensionless form as follows:
This study considers the nano-micropolar liquid flowing over an inclined substrate with an angle of inclination, as shown in Fig. 1.
The flow is generated by a pulling roller that is sliding along the x-axis with a constant fluid speed
Based on the aforementioned assumptions, Eqs. (8)–(11) deform, ensuring that Eq. (7) is satisfied as follows:
Furthermore, the boundary conditions can be written as follows:
3 Analytical Solution of the Problem
The aforementioned BVP in Eqs. (13)–(17) contains linear coupled ODE. Hence, it can be integrated exactly using standard methods. The solution for the fluid speed
In this scenario, the expression for thermal flux is as follows:
where
If
This section is devoted to presenting some dominant results both in tabular and pictorial forms and commenting on them. The results are based on the exact closed-form solution, Eqs. (19)–(21), of the physical problem under consideration.
In order to validate the calculations herein, Fig. 2b is set for fluid speed if
As the flow is generated by moving upward the inclined substrate over it, the fluid is flowing, and the probability of reverse flow downward naturally is dominant. This fact is reflected in Fig. 2a as a negation of speed substrate-rider fluid. This reversal of fluid dominates with the rise in the flow parameter
where
(i) For the Newtonian fluid
It coincides with [10], as attempted for the Newtonian fluid. Further if angle of inclination is zero that implies
where
(ii) The fluid speed
(iii) The fluid speed
Since there are no aciculate particles that collide in the Newtonian fluid
Fig. 5 indicates that the spin rises with the micropolarity parameter
According to Eq. (21), the temperature
Eq. (36) and Fig. 6c both align with Eq. (12) and Fig. 3a of [10]. Figs. 6a and 6b are plotted for micropolar fluid. These figures show that (i) the temperature increases across the channel as the micropolarity increases, due to the collides in the fluid, the thermal flux rises; (ii) the temperature for micropolar fluid is greater than the temperature for the Newtonian fluid consistently by the increase in the kinetic energy of the aciculate particles in the micropolar fluid; (iii) the temperature
The variation of temperature at the air-nano micropolar fluid interface is important techno-scientifically. It is examined by focusing on variation of
These tables show clearly the comparison between micropolar and Newtonian fluids. Table 3 depicts that the temperature
The thermal transfer rate is significant in engineering and technology. It is studied in terms of the Nusselt number
If Eqs. (19)–(21) are substituted in Eq. (38), then one yields
where
The results related to the Nusselt number are shown quantitatively in Table 4 while qualitatively in Fig. 7a. Through Table 4 and Fig. 7a, it is observed that
4.4 Influence of Nanoparticles
Let us define the following two important ratios to highlight the influences of nanoparticles [10]:
There are five different types of samples of nanoparticles in order to examine in this current study, namely gold
The concentration of nanoparticles
In this study, the thin film flow of a micropolar fluid containing nanoparticles over an inclined substrate under the influence of viscous dissipation and gravitational force was formulated and examined theoretically. An exact solution to the formulated boundary value problem was derived for the first time. The variation of physical quantities, fluid speed, temperature, and microrotation/spin was analyzed based on the solution. The results are displayed in graphical and tabular form and compared to existing results from the literature for the Newtonian fluid as a particular case of the current study.
The results showed that the fluid velocity declines with increasing values of spin boundary condition and micropolarity due to the increase in colloids in the micropolar medium. Additionally, micropolarity with spin leads to an enhanced temperature field compared to a Newtonian fluid. Furthermore, it is observed that the Nusselt number rises until it reaches an amplitude that varies with micropolarity effects. Mid velocities eventually reveal a quantitative decay in a micropolar fluid compared to a Newtonian one for all tested nanoparticles, with similar behavior in temperature at the mid-channel. Gold and silver nanoparticles (i) intensify the flow parameters as the concentration of nanoparticles increases (ii) yield a higher thermal transfer rate, whereas molybdenum disulfide, aluminum oxide, and silicon dioxide exhibit the opposite behavior; this holds true for both Newtonian and micropolar fluids. Moreover, a reduction in film thickness for nano-liquid-containing gold particles, compared to other nanoparticles, is observed. Finally, it is important to state that this work is new and original.
Acknowledgement: The authors are extremely grateful to the editor of the journal and all four reviewers for very useful comments and suggestions.
Funding Statement: The authors did not receive any funding support from any source. It is self-financed solely.
Author Contributions: AAS: Conceptualization, Modeling, Calculations, Writing, Software; MT: Potential review, Keen validation, Proof reading, Collection of useful data, Valuable suggestions.
Availability of Data and Materials: MatLab was used to simulate the results. Upon reasonable request.
Conflicts of Interest: The authors have no conflict of interest to report regarding the present study.
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