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Rajukkannu S, Bunpheng W, Dhairiyasamy R, Gopinath V. Efficiency improvement in silicon and perovskite solar cells through nanofluid cooling using citrate and PVP stabilized silver nanoparticles. Sci Rep 2025; 15:833. [PMID: 39755791 DOI: 10.1038/s41598-025-85374-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 01/02/2025] [Indexed: 01/06/2025] Open
Abstract
This study investigates the enhancement of solar cell efficiency using nanofluid cooling systems, focusing on citrate-stabilized and PVP-stabilized silver nanoparticles. Traditional silicon-based and perovskite solar cells were examined to assess the impact of these nanofluids on efficiency improvement and thermal management. A Central Composite Design (CCD) was employed to vary nanoparticle concentration (0.2-0.8 wt%), coolant flow rate (0.5-1.5 L/min), and solar irradiance (800-1000 W/m²). Efficiency improvements were measured using Ordinary Least Squares (OLS) regression. The experimental setup integrated nanofluid cooling systems with the solar cells, facilitating efficient heat dissipation. Results showed significant efficiency gains: silicon-based cells improved from 15 to 17% with PVP stabilization, and perovskite cells increased from 18 to 21.1%. PVP-stabilized nanofluids exhibited superior thermal conductivity (0.7 W/m K) and lower thermal resistance (0.008 K/W) compared to citrate-stabilized nanofluids, leading to notable reductions in operating temperatures. For silicon cells, temperatures dropped from 50 °C to 40 °C with PVP, and for perovskite cells, from 55 °C to 40 °C. Response Surface Methodology (RSM) identified optimal conditions for maximum efficiency improvement at 0.8 wt% nanoparticle concentration and 1.5 L/min flow rate. These findings underscore the potential of PVP-stabilized nanofluids in enhancing solar cell performance and longevity. Future research should refine the experimental design, increase sample size, and explore other nanoparticle types and stabilization methods to optimize solar cell efficiency and thermal management. This study contributes to the broader goal of promoting the widespread adoption of solar energy as a sustainable alternative to conventional energy sources.
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Affiliation(s)
- Shankar Rajukkannu
- Department of Electrical and Electronics Engineering, Kongunadu College of Engineering and Technology, Trichy, Tamil Nadu, India
| | - Wasurat Bunpheng
- Faculty of Engineering and Technology, Shinawatra University, Sam Khok, Thailand
| | - Ratchagaraja Dhairiyasamy
- College of Engineering and Technology, Aksum University, Aksum, Tigray, Ethiopia.
- Saveetha School of Engineering, Department of Electronics and Communication Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, Tamil Nadu, India.
- Centre of Research Impact and Outcome, Chitkara University, Rajpura, 140417, Punjab, India.
| | - V Gopinath
- Department of Agricultural Engineering, Kongunadu College of Engineering and Technology, Trichy, Tamil Nadu, India
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2
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Shanmugapriyan N, Jakeer S. Biomedical aspects of entropy generation on MHD flow of TiO2-Ag/blood hybrid nanofluid in a porous cylinder. Comput Methods Biomech Biomed Engin 2024; 27:1492-1509. [PMID: 37578009 DOI: 10.1080/10255842.2023.2245520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 07/14/2023] [Accepted: 08/01/2023] [Indexed: 08/15/2023]
Abstract
This study aims to analyze the heat transfer behavior of the magnetohydrodynamic blood-based Casson hybrid nanofluid in the occurrence of a non-Fourier heat flux model and linear thermal radiation over a horizontal porous stretching cylinder with potential applications in biomedical engineering. The present investigation utilised titanium dioxide and silver nanoparticles, which exhibit considerable potential in the realm of cancer therapy. Thus, there is a growing interest among biomedical engineers and clinicians in the study of entropy production as a means of quantifying energy dissipation in biological systems. Suitable self-similarity variables are employed to transform the nonlinear mathematical equations such as velocity, temperature, skin friction coefficient, and heat transfer rate, which are computed via homotopy perturbation method (HPM). HPM computations have been executed to solve the influences of various parameters such as porosity parameter ( K = 0.0 , 1.0 , 2.0 ) , Curvature parameter ( α = 0.0 , 1.0 , 3.0 , 5.0 ) , Casson parameter ( β = 0.0 , 0.5 , 1.5 ) , inertia coefficient ( Fr = 0.5 , 1.5 , 2.5 ) , thermal relaxation parameter ( δ ∗ = 0.0 , 0.5 , 1.0 ) , radiation ( Rd = 0.0 , 0.5 , 1.0 ) , Eckert number ( Ec = 0.0 , 0.1 , 0.2 ) , Brinkman number ( Br = 0.5 , 1.0 , 1.5 ) and temperature difference parameter ( α 1 = 0.0 , 0.5 , 1.0 ) . The comparison using the homotopy perturbation technique produces a more accurate and reliable consequence than the numerical method (Runge-Kutta method). The higher values of the Casson and Curvature parameters decrease the velocity profile. The temperature profile of M = 1 and M = 0 increases with improving values of the thermal relaxation parameter. Entropy generation rises to enhance Brinkman number values, whereas Bejan number exhibits the reverse influence. Improving the value of the heat source parameter declines the Nusselt number.
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Affiliation(s)
- N Shanmugapriyan
- Department of Biomedical Engineering, Chennai Institute of Technology, Chennai, India
| | - Shaik Jakeer
- Center for Computational Modeling, Chennai Institute of Technology, Chennai, India
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3
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Sharif H, Ali B, Siddique I, Saman I, Jaradat MMM, Sallah M. Numerical investigation of dusty tri-hybrid Ellis rotating nanofluid flow and thermal transportation over a stretchable Riga plate. Sci Rep 2023; 13:14272. [PMID: 37652942 PMCID: PMC10471745 DOI: 10.1038/s41598-023-41141-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 08/22/2023] [Indexed: 09/02/2023] Open
Abstract
Due to high-ultra thermic significances, the nanosize materials are used in various chemical and mechanical engineering, modern technology and thermic engineering eras. For industrial growth of a country, one of the biggest challenges for engineers and scientists is improvement in thermal production and resources. In this study we analyzed the momentum and thermic aspects of MHD Ellis ternary nano material embedded with dust particles via stretchable Riga plate including volume concentration of dust material. The flow generating PDE's for two phase models are minimized into dimensionless nonlinear ODE's by using the right modification. To acquire the graphical results the BVP4c method was adopted in MATLAB software. Fundamental aspects affecting velocity and temperature have investigated through graphs. Additionally Nusselt number and skin friction have also been evaluated. Compared it with previous literature to check the validity of results. Finding reveals that as compared to dusty phase the performance of trihybrid nano phase thermal transport is improved. Moreover, the temperature profile increases for rotational and volume fraction dust particles parameter. Dusty fluids are used in numerous manufacturing and engineering sectors, like petroleum transport, car smoke emissions, caustic granules in mining and power plant pipes.
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Affiliation(s)
- Humaira Sharif
- Department of Mathematics, Government College University Faisalabad, Layyah Campus, Layyah, 31200, Pakistan
| | - Bagh Ali
- School of Mechanical Engineering and Automation, Harbin Institute of Technology, Shenzhen, 518055, China
| | - Imran Siddique
- Department of Mathematics, University of Management and Technology, Lahore, 54770, Pakistan
| | - Iqra Saman
- Department of Mathematics, University of Management and Technology, Lahore, 54770, Pakistan
| | - Mohammed M M Jaradat
- Mathematics Program, Department of Mathematics, Statistics and Physics, College of Arts and Sciences, Qatar University, 2713, Doha, Qatar.
| | - Mohammed Sallah
- Applied Mathematical Physics Research Group, Physics Department, Faculty of Science, Mansoura University, Mansoura, 35516, Egypt
- Higher Institute of Engineering and Technology, New Damietta, Egypt
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4
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Alharbi SO, Gul T, Khan I, Khan MS, Alzahrani S. Irreversibility analysis through neural networking of the hybrid nanofluid for the solar collector optimization. Sci Rep 2023; 13:13350. [PMID: 37587196 PMCID: PMC10432567 DOI: 10.1038/s41598-023-40519-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 08/11/2023] [Indexed: 08/18/2023] Open
Abstract
Advanced techniques are used to enhance the efficiency of the energy assets and maximize the appliance efficiency of the main resources. In this view, in this study, the focus is paid to the solar collector to cover thermal radiation through optimization and enhance the performance of the solar panel. Hybrid nanofluids (HNFs) consist of a base liquid glycol (C3H8O2) in which nanoparticles of copper (Cu) and aluminum oxide (Al2O3) are doped as fillers. The flow of the stagnation point is considered in the presence of the Riga plate. The state of the solar thermal system is termed viva stagnation to control the additional heating through the flow variation in the collector loop. The inclusion of entropy generation and Bejan number formation are primarily conceived under the influence of physical parameters for energy optimization. The computational analysis is carried out utilizing the control volume finite element method (CVFEM), and Runge-Kutta 4 (RK-4) methods. (FEATool Multiphysics) software has been used to find the solution through (CVFEM). The results are further validated through a machine learning neural networking procedure, wherein the heat transfer rate is greatly upgraded with a variation of the nanoparticle's volume fraction. We expect this improvement to progress the stability of heat transfer in the solar power system.
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Affiliation(s)
- Sayer Obaid Alharbi
- Mathematics Department, College of Science Al-Zulfi, Majmaah University, 11952, Majmaah, Saudi Arabia.
| | - Taza Gul
- Department of Mathematics, City University of Science and Information Technology, Peshawar, 25000, Pakistan.
| | - Ilyas Khan
- Mathematics Department, College of Science Al-Zulfi, Majmaah University, 11952, Majmaah, Saudi Arabia
| | - Mohd Shakir Khan
- Department of Physics, College of Science Al-Zulfi, Majmaah University, 11952, Majmaah, Saudi Arabia
| | - Saleh Alzahrani
- Department of Mathematics, University College in Al-Qunfudhah, Umm Al-Qura University, Al-Qunfudhah, Saudi Arabia
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5
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Obalalu AM, Memon MA, Olayemi OA, Olilima J, Fenta A. Enhancing heat transfer in solar-powered ships: a study on hybrid nanofluids with carbon nanotubes and their application in parabolic trough solar collectors with electromagnetic controls. Sci Rep 2023; 13:9476. [PMID: 37301903 DOI: 10.1038/s41598-023-36716-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 06/08/2023] [Indexed: 06/12/2023] Open
Abstract
The aim of this research is to explore the use of solar-powered ships (SPS) as a means to reduce greenhouse gas emissions and fossil fuel dependency in the maritime industry. The study focuses on improving the heat transfer efficiency in SPS by employing hybrid nanofluids (HNF) containing carbon nanotubes (CNTs). Additionally, a novel approach utilizing renewable energy and electromagnetic control is proposed to enhance the performance of SPS. The research implements the non-Newtonian Maxwell type and Cattaneo-Christov heat flux model in parabolic trough solar collectors used for ships. The study conducts theoretical experiments and simulations to evaluate the thermal conductivity and viscosity of the CNT-based HNF. Various properties, including solar thermal radiation, viscous dissipation, slippery velocity, and porous media, are assessed to determine the effectiveness of thermal transport in SPS. The research employs similarity variables to simplify the complex partial differential equations into ordinary differential equations and solves them using the Chebyshev collocation spectral method. The results indicate that the MWCNT-SWCNT/EO hybrid nanofluid significantly improves the thermal conductivity, thereby enhancing heat transfer. The HNF exhibits an efficiency rate of approximately 1.78% with a minimum efficiency rate of 2.26%.
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Affiliation(s)
- A M Obalalu
- Department of Mathematical Sciences, Augustine University Ilara-Epe, Lagos, Nigeria
| | - M Asif Memon
- Department of Mathematics and Social Sciences, Sukkur IBA University, Sukkur, 65200, Sindh, Pakistan
| | - O A Olayemi
- School of Engineering, Cranfield University, Cranfield, UK
- Department of Aeronautics and Astronautics, Kwara State University, Malete, 23431, Nigeria
| | - J Olilima
- Department of Mathematical Sciences, Augustine University Ilara-Epe, Lagos, Nigeria
| | - Amsalu Fenta
- Department of Physics, Mizan Tepi University, PO Box 121, Tepi, Ethiopia.
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6
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Shahzad F, Jamshed W, Usman, Ibrahim RW, Aslam F, Tag El Din ESM, Khalifa HAEW, ElSeabee FAA. Galerkin finite element analysis for magnetized radiative-reactive Walters-B nanofluid with motile microorganisms on a Riga plate. Sci Rep 2022; 12:18096. [PMID: 36302798 PMCID: PMC9613994 DOI: 10.1038/s41598-022-21805-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Accepted: 10/04/2022] [Indexed: 12/30/2022] Open
Abstract
In order to understand the characteristics of bio-convection and moving microorganisms in flows of magnetized Walters-B nano-liquid, we developed a model employing Riga plate with stretchy sheet. The Buongiorno phenomenon is likewise employed to describe nano-liquid motion in the Walters-B fluid. Expending correspondence transformations, the partial differential equation (PDE) control system has been transformed into an ordinary differential equation (ODE) control system. The COMSOL program is used to generate mathematical answers for non-linear equations by employing the Galerkin finite element strategy (G-FEM). Utilizing logical and graphical metrics, temperature, velocity, and microbe analysis are all studied. Various estimates of well-known physical features are taken into account while calculating nanoparticle concentrations. It is demonstrated that this model's computations directly relate the temperature field to the current Biot number and parameter of the Walters-B fluid. The temperature field is increased to increase the approximations of the current Biot number and parameter of the Walters-B fluid.
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Affiliation(s)
- Faisal Shahzad
- grid.509787.40000 0004 4910 5540Department of Mathematics, Capital University of Science and Technology (CUST), Islamabad, 44000 Pakistan
| | - Wasim Jamshed
- grid.509787.40000 0004 4910 5540Department of Mathematics, Capital University of Science and Technology (CUST), Islamabad, 44000 Pakistan
| | - Usman
- grid.412117.00000 0001 2234 2376Department of Computer Science, National University of Sciences and Technology, Balochistan Campus (NBC), Quetta, 87300 Pakistan
| | - Rabha W. Ibrahim
- Near East University, Mathematics Research Center, Department of Mathematics, Near East Boulevard, Nicosia/Mersin 10, PC: 99138 Turkey
| | - Farheen Aslam
- grid.444924.b0000 0004 0608 7936Department of Biotechnology, Lahore College for Women University, Lahore, 54000 Pakistan
| | - El Sayed M. Tag El Din
- grid.440865.b0000 0004 0377 3762Electrical Engineering, Faculty of Engineering and Technology, Future University in Egypt, New Cairo, 11835 Egypt
| | - Hamiden Abd El-Wahed Khalifa
- grid.7776.10000 0004 0639 9286Department of Operations Research, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza, 12613 Egypt ,grid.412602.30000 0000 9421 8094Department of Mathematics, College of Science and Arts, Al-Badaya, Qassim University, Buraydah, 51951 Saudi Arabia
| | - Fayza Abdel Aziz ElSeabee
- grid.412093.d0000 0000 9853 2750Mathematics Department, Faculty of Science, Helwan University, Cairo, Egypt ,grid.412602.30000 0000 9421 8094Department of Mathematics, College of Science and Arts, Alasyah, Qassim University, Buraydah, Saudi Arabia
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7
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Hussain SM, Goud BS, Madheshwaran P, Jamshed W, Pasha AA, Safdar R, Arshad M, Ibrahim RW, Ahmad MK. Effectiveness of Nonuniform Heat Generation (Sink) and Thermal Characterization of a Carreau Fluid Flowing across a Nonlinear Elongating Cylinder: A Numerical Study. ACS OMEGA 2022; 7:25309-25320. [PMID: 35910125 PMCID: PMC9330264 DOI: 10.1021/acsomega.2c02207] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 07/01/2022] [Indexed: 05/16/2023]
Abstract
During thermal radiation treatments, heat therapies, and examination procedures like scans and X-rays, the cylindrical blood vessels may get stretched; meanwhile, the blood flow through those blood vessels may get affected due to temperature variations around them. To overcome this issue, this work was framed to explore the impact of heat transmission in a Carreau fluid flow (CFF) through a stretching cylinder in terms of the nonlinear stretching rate and irregular heat source/sink. Temperature-dependent thermal conductivity and thermal radiation are taken into consideration in this study. To tranform complicated partial differential equations into ordinary differential equations, appropriate similarity variables are used. For a limited set of instances, the derived series solutions are compared to previously published results. For linear and nonlinear stretching rates, graphs and tables are used to examine the influence of an irregular heat source/sink on fluid movement and heat transfer. The research outcomes demonstrate that the heat source and nonlinear stretching rate cause a disruption in the temperature distribution in the fluid region, which can alter the blood flow through the vessels. In all conditions except for the heat in an internal heat sink, the nonlinear stretching situation improves the velocity and heat profile. Furthermore, with the increase in the values of the Weissenberg number, the temperature profile shows opposing features in a shear-thickening fluid and shear-thinning fluid. For the former n > 1, the blood fluidity gets affected, restricting the free movement of blood. For the latter, n < 1, the phenomenon is reversed. Other industrial applications of this work are wire coating, plastic coverings, paper fabrication, fiber whirling, etc. In all of those processes, the fluid flow is manipulated by thermal conditions.
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Affiliation(s)
- Syed M. Hussain
- Department
of Mathematics, Faculty of Science, Islamic
University of Madinah, Medina 42351, Saudi Arabia
| | - B. Shankar Goud
- Department
of Mathematics, JNTUH College of Engineering
Hyderabad, Kukatpally, Hyderabad, Telangana500085, India
| | - Prakash Madheshwaran
- Department
of Mathematics, Dr. N.G.P. Institute of
Technology, Coimbatore, Tamil Nadu 641048, India
| | - Wasim Jamshed
- Department
of Mathematics, Capital University of Science
and Technology (CUST), Islamabad 44000, Pakistan
| | - Amjad Ali Pasha
- Aerospace
Engineering Department, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Rabia Safdar
- Department
of Mathematics, Lahore College for Women
University, 54000 Lahore, Pakistan
| | - Misbah Arshad
- Department
of Mathematics, COMSATS University Islamabad, Sahiwal Campus, Sahiwal 57000, Pakistan
| | - Rabha W. Ibrahim
- The
Institute of Electrical and Electronics Engineers (IEEE): 94086547, Portland, Oregon 13765, United States
| | - Mohammad Kalimuddin Ahmad
- Department
of Mathematics, Faculty of Science, Islamic
University of Madinah, Medina 42351, Saudi Arabia
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