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Microstructure, wear and residual stresses of selective laser melting AlSi10Mg solid cylinder 选择性激光熔化 AlSi10Mg 实体圆柱体的微观结构、磨损和残余应力
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241272825
Harinadh Vemanaboina, Ankammarao Padamurthy, Praveen Kumar Gandla, Lakshman Rao Muppa, Koyyagura Lakshmi Kala
Advanced industrial processing technique selective laser melting (SLM) can handle various materials. Although titanium alloys are the main material used in SLM, aluminium alloys may be employed in the future. However, producing aluminium alloys is more complicated. This work uses SLM to make an AlSi10Mg solid cylinder. The aim is to study the mechanical properties and microstructure of products. Layer thickness increases defects; thus, research advises avoiding it. The optical microscope study proved the conduction melting process's stability and hole-freeness. EDX mapping and SEM were used to compare the chemical makeup of as-cast and SLM materials. An unusual microstructure showed consistent alloying component distribution. Investigations examine wear, hardness and residual stresses. Extreme hardness was found. The component has evenly distributed compressive residual stresses within material yield limits.
先进的工业加工技术选择性激光熔融(SLM)可以加工各种材料。虽然钛合金是 SLM 的主要材料,但未来也可能使用铝合金。然而,铝合金的生产较为复杂。本研究利用 SLM 制作 AlSi10Mg 固体圆柱体。目的是研究产品的机械性能和微观结构。层厚会增加缺陷,因此研究建议避免层厚。光学显微镜研究证明了传导熔化过程的稳定性和无孔性。EDX 图谱和扫描电镜用于比较铸造材料和 SLM 材料的化学构成。不寻常的微观结构显示合金成分分布一致。对磨损、硬度和残余应力进行了调查。发现了极高的硬度。部件具有均匀分布的压缩残余应力,在材料屈服极限范围内。
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引用次数: 0
Fabrication and analysis of a novel and sustainable set-up for safe and economic hydrotherapy 制造和分析用于安全和经济水疗的新型可持续装置
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241275786
Ravinder Kumar, Anchal Rani, Deepak Sharma, Saurabh Chaitanya
Hot water immersion therapy has been found a promising therapy that offers several potential benefits to the human body, including pain relief, wound healing, improved blood circulation, stress relief, and improved sleep. However, the therapy is not widely used by the general population, especially the middle-class and lower-middle-class populations. The reasons for this could be the accessibility and cost of the therapy. This article introduces an innovative hot water immersion therapy set-up designed to increase the therapy's accessibility to a broader audience. The proposed set-up is engineered for easy home fabrication and installation without requiring special tools or skills, ensuring user safety through the use of electrically leak-proof components. A significant benefit of this set-up is its integration with a standard household geyser for water heating, which obviates the need for a dedicated geyser typically associated with commercial hot water immersion therapy systems, thereby reducing the overall initial, operational, and maintenance costs. The set-up has been successfully fabricated, installed, and tested, proving its effectiveness and efficiency. Among the four modes experimentally analyzed, Mode 4, a mix of regular and hot water with a combined flow rate of 8.06 L/min, leads to minimum waiting and geyser on-time of 19.85 min. In addition to the direct benefit of reduced liquid petroleum gas consumption, choosing Mode 4 contributes to an overall lower environmental footprint. This study aims to raise awareness of hydrotherapy and make it accessible to the general public.
人们发现,浸泡热水疗法是一种很有前景的疗法,它能为人体带来多种潜在益处,包括缓解疼痛、伤口愈合、改善血液循环、缓解压力和改善睡眠。然而,这种疗法并没有被大众广泛使用,尤其是中产阶级和中下层民众。究其原因,可能是该疗法的可及性和成本问题。本文介绍了一种创新的热水浸泡疗法装置,旨在让更多人接受这种疗法。所建议的装置无需特殊工具或技能即可在家中轻松制作和安装,并通过使用防漏电组件确保用户安全。该装置的一个显著优点是可以与标准的家用热水器集成,用于加热水,从而避免了通常与商用热水浸泡疗法系统相关的专用热水器的需要,从而降低了初始、运行和维护的总体成本。该装置已成功制造、安装和测试,证明了其有效性和效率。在实验分析的四种模式中,模式 4(普通水和热水混合,综合流量为 8.06 升/分钟)的等待时间最短,间歇泉的开启时间为 19.85 分钟。除了减少液化石油气消耗带来的直接好处外,选择模式 4 还有助于减少对环境的总体影响。这项研究旨在提高人们对水疗的认识,并让普通大众也能使用水疗。
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引用次数: 0
Research on the transient dynamic characteristics of the low-density polyethylene compressors shaft system with operating pressure exceeding 180 MPa 工作压力超过 180 兆帕的低密度聚乙烯压缩机轴系统瞬态动态特性研究
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241272896
Jifeng Jia, Xiaoling Yu, Junchao Ye, Qian Lv, Xinyue Zhang, Changcun Lu, Xiaolin Wang
The safe and stable function of hyper-compressors with operating pressures exceeding 180 MPa is a guarantee for the low-density polyethylene production process, and the transient dynamics of the compressor shaft system under stable operating conditions are an important concern for the design, maintenance, and fault detection of such compressors. Therefore, this paper presents a finite-element model of the hyper-compressor shaft system and analyzes the dynamic stress and fatigue life of the crankshaft, the connecting rod, the crosshead, and the plunger. In order to verify the accuracy of the model, all stages of the compressor's plunger stress and the torque of the crankshaft–motor connection end were tested in the field. The dynamic gas pressure of each stage cylinder was obtained by the tested stress of the corresponding plunger, then it was set as the load input of the finite-element model. The results show that: the average errors of the simulated plunger stress at two stages are 0.14% and 0.21%, respectively; the mean, peak, valley, and range errors of the torque at the crankshaft–motor connection end are 3.80%, 12.37%, and 3.49%, respectively; the simulated first-order torsional natural frequency of the shaft system is 78 Hz with an error of 8.3%. In the occurrence of the first-order torsional resonance, the maximum torsional stress appears at the crankshaft–motor connection end. The maximum dynamic stress alternating amplitude of the hyper-compressor shaft system under stable operating conditions is 103.7 MPa with a minimum life of 3.309 × 109, which occurs at the crankshaft–motor connection end and is converted into 31.48 years. The finite-element model, test, and simulation data presented in this paper can provide a reference for the fault detection and optimization design of hyper-compressors.
工作压力超过 180 兆帕的超压缩机的安全稳定运行是低密度聚乙烯生产工艺的保障,而稳定运行条件下压缩机轴系的瞬态动力学是此类压缩机设计、维护和故障检测的重要关注点。因此,本文提出了超压缩机轴系统的有限元模型,并分析了曲轴、连杆、十字头和柱塞的动态应力和疲劳寿命。为了验证模型的准确性,在现场对压缩机的各级柱塞应力和曲轴与电机连接端的扭矩进行了测试。通过相应柱塞的测试应力获得了每级气缸的动态气体压力,然后将其设置为有限元模型的载荷输入。结果表明:两级柱塞模拟应力的平均误差分别为 0.14% 和 0.21%;曲轴与电机连接端扭矩的平均误差、峰值误差、谷值误差和范围误差分别为 3.80%、12.37% 和 3.49%;轴系的模拟一阶扭转固有频率为 78 Hz,误差为 8.3%。在发生一阶扭转共振时,最大扭转应力出现在曲轴与电机的连接端。在稳定运行条件下,超级压缩机轴系统的最大动态应力交变振幅为 103.7 MPa,最小寿命为 3.309 × 109,出现在曲轴与电机连接端,换算为 31.48 年。本文介绍的有限元模型、测试和模拟数据可为超大型压缩机的故障检测和优化设计提供参考。
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引用次数: 0
Influence of thermal radiation, viscous dissipation, and joule heating on entropy generation and flow of a Maxwell hybrid nanofluid over an exponentially stretching sheet with couple stress effects 热辐射、粘性耗散和焦耳热对麦克斯韦混合纳米流体在具有耦合应力效应的指数拉伸片上的熵生成和流动的影响
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241272769
Gandrakota Kathyayani, Poojari Prakash Gowd
Using a numerical technique, this study explores the flow and thermal aspects of a Maxwell hybrid nanofluid across an exponentially stretched sheet. The analysis incorporates the effects of thermal radiation, viscous dissipation, Joule heating, and chemical reaction. We use the in-built MATLAB function bvp4c to successfully solve the governing equations after we convert them to ordinary differential equations. The key novelty of this work lies in employing the Maxwell hybrid nanofluid, a more complex fluid than traditional nanofluids or regular Maxwell fluids and conducting a multifaceted analysis that considers factors like couple stress, chemical reaction, and entropy generation optimization alongside flow and heat transfer. The findings demonstrate that the Maxwell parameter and the magnetic field parameter both reduce fluid velocity due to opposing forces and enhanced elasticity, respectively. The temperature profile exhibits a rise with increasing thermal radiation, volume fraction of nanoparticles, and Eckert number due to enhanced radiative absorption, improved heat transfer, and internal heat generation respectively. As the Brinkman number and volume percentage of copper nanoparticles increase, the entropy generation becomes more intense and the Bejan number decreases as a result of enhanced viscous dissipation and friction. Between the values of 0.1 and 0.7 for Maxwell parameter, the friction factor exhibits a decrement of 0.1077. The Nusselt number, signifying heat transfer efficiency, reduces with the Eckert number but increases with the radiation parameter and volume fraction of nanoparticles. Between the values of 0.1 and 0.7 for Eckert number, the friction factor exhibits a decrement of 0.1077. Lastly, a steeper concentration gradient causes the Sherwood number, which is an indication of the mass transmission rate, to rise with the Schmidt number. it is detected that the rate of heat transfer increases at a rate of 0.0721 when chemical reaction values lie between 0 and 1.8.
本研究采用数值技术,探讨了麦克斯韦混合纳米流体在指数级拉伸薄片上的流动和热问题。分析结合了热辐射、粘性耗散、焦耳热和化学反应的影响。我们使用 MATLAB 内置的 bvp4c 函数,在将治理方程转换为常微分方程后,成功地求解了这些方程。这项工作的关键新颖之处在于采用了麦克斯韦混合纳米流体(一种比传统纳米流体或普通麦克斯韦流体更为复杂的流体),并进行了多方面的分析,在考虑流动和传热的同时,还考虑了耦合应力、化学反应和熵生成优化等因素。研究结果表明,麦克斯韦参数和磁场参数都会降低流体速度,原因分别是对立力和弹性增强。温度曲线随着热辐射、纳米粒子体积分数和埃克特数的增加而上升,这分别是由于辐射吸收增强、传热改善和内部热量产生所致。随着布林克曼数和纳米铜微粒体积百分比的增加,熵的产生变得更加强烈,贝扬数则由于粘性耗散和摩擦的增强而降低。在麦克斯韦参数值 0.1 和 0.7 之间,摩擦因数下降了 0.1077。代表热传导效率的努塞尔特数随埃克特数的增加而降低,但随辐射参数和纳米颗粒体积分数的增加而升高。在埃克特数为 0.1 和 0.7 之间,摩擦因数下降了 0.1077。最后,较陡的浓度梯度会导致表示传质率的舍伍德数随施密特数的增加而增加。
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引用次数: 0
Internal flow and vibration characteristics of axial flow check valves based on fluid-structure interaction analysis 基于流固耦合分析的轴流式止回阀的内部流动和振动特性
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241272902
Guang Zhang, Run Hua Hu, De Sheng Chen, Zhe Lin
Axial flow check valves are primarily employed to regulate the unidirectional flow of fluids within pipelines, preventing backflow or reverse flow. The design of this type of check valve ensures its opening in the direction of fluid flow and closing in the case of reverse flow, thereby ensuring that fluid within the pipeline system can only move in the predetermined direction. This paper establishes a three-dimensional physical model of the axial flow check valve with the length of 2050 mm, the height of 2200 mm and the inlet/outlet diameter of 1716 mm. Dynamic characteristics of the flow field during the closing process of axial flow check valve under different pressure difference were studied using dynamic mesh technology and User Defined Function. The vibration of the valve stem of the axial flow check valve was predicted and analyzed through fluid-structure coupling. Additionally, a fluid-structure coupled approach is employed to predict and analyze the vibration of the valve stem in axial flow check valves. The results indicate that with an increase in the pressure difference at the inlet and outlet, the time required for the check valve to close decreases, leading to an acceleration in the valve disc’s velocity. Simultaneously, the fluid forces exerted by the flow field on the valve stem the increase, resulting in more significant vibrations. Among these vibrations, the first three natural modes have the most substantial impact on the valve stem. To prevent damage to the valve stem, efforts should be made to minimize the influence of these first three modes on axial flow check valves. This study provides valuable recommendations and support for preventing damage to the valve stem in operational scenarios involving axial flow check valves.
轴流式止回阀主要用于调节管道内流体的单向流动,防止回流或逆流。这类止回阀的设计确保其在流体流动方向上开启,而在逆向流动时关闭,从而确保管道系统内的流体只能按预定方向流动。本文建立了轴流式止回阀的三维物理模型,其长度为 2050 毫米,高度为 2200 毫米,进出口直径为 1716 毫米。利用动态网格技术和用户自定义函数研究了不同压差下轴流式止回阀关闭过程中流场的动态特性。通过流体-结构耦合对轴流止回阀阀杆的振动进行了预测和分析。此外,还采用了流固耦合方法来预测和分析轴流式止回阀阀杆的振动。结果表明,随着进出口压差的增加,单向阀关闭所需的时间减少,导致阀瓣的速度加快。与此同时,流场对阀杆施加的流体力也会增加,从而产生更明显的振动。在这些振动中,前三种自然模式对阀杆的影响最大。为防止阀杆损坏,应努力将前三种模式对轴流式止回阀的影响降至最低。这项研究为在涉及轴流式止回阀的运行情况下防止阀杆损坏提供了宝贵的建议和支持。
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引用次数: 0
Entropy optimization in ternary hybrid nanofluid flow over a convectively heated bidirectional stretching sheet with Lorentz forces and viscous dissipation: A Cattaneo–Christov heat flux model 具有洛伦兹力和粘性耗散的对流加热双向拉伸片上的三元混合纳米流体流动中的熵优化:卡塔尼奥-克里斯托夫热通量模型
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241275779
Rajavath Narayana Naik, S Suneetha, KS Srinivasa Babu, M Jayachandra Babu
Bidirectional stretching sheet models can represent surfaces in heat exchangers where fluids flow under continuous deformation. Ternary hybrid nanofluids could be employed in these systems to increase heat transfer rates between fluids in heat exchangers and improve the efficiency of energy conversion processes. In this work, we explore the novel application of a ternary hybrid nanofluid (water with titanium dioxide, cobalt ferrite, and magnesium oxide nanoparticles) for enhanced heat transfer in heat exchangers modeled by a bidirectional stretching sheet. This approach offers a potential advancement over traditional nanofluids (with one or two nanoparticles). Furthermore, we present a comprehensive analysis that incorporates ohmic heating, Cattaneo–Christov heat flux, thermal radiation, viscous dissipation, and irreversibility. The governing equations are transformed into a system of nonlinear ordinary differential equations using appropriate similarity transformations and then solved using the bvp4c solver, a MATLAB built-in function. This study's findings reveal that the Eckert number and radiation parameter increase fluid temperature, while the thermal relaxation parameter leads to a reduction in the temperature of the fluid. It is detected that an increase in magnetic field parameter and volume fraction of [Formula: see text] results in a decline of the skin friction factors in both directions. It is revealed that there is a reduction in the Nusselt number with the rise in Eckert number ([Formula: see text]), and the same number declines at a rate of 0.8252 when [Formula: see text]. It is noticed that the skin friction coefficient declines at a rate of 0.62179204 (in case of x-direction) and 0.621791816 (in case of y-direction), respectively, when the values of magnetic field parameter lie between 0 and 3.5. Furthermore, it is noticed that an upsurge in thermal relaxation parameter results in a fall in the temperature of the fluid.
双向拉伸片模型可以代表热交换器中流体在连续变形下流动的表面。在这些系统中可以使用三元混合纳米流体,以提高热交换器中流体之间的传热率,并提高能量转换过程的效率。在这项工作中,我们探索了三元混合纳米流体(水与二氧化钛、铁氧体钴和氧化镁纳米颗粒)的新应用,以增强双向拉伸片模型热交换器中的传热。与传统的纳米流体(只有一种或两种纳米颗粒)相比,这种方法具有潜在的优势。此外,我们还提出了一项综合分析,其中包括欧姆加热、卡塔尼奥-克里斯托夫热通量、热辐射、粘性耗散和不可逆性。利用适当的相似变换将治理方程转化为非线性常微分方程系统,然后使用 MATLAB 内置函数 bvp4c 求解器进行求解。研究结果表明,埃克特数和辐射参数会提高流体温度,而热松弛参数则会降低流体温度。研究发现,磁场参数和[公式:见正文]体积分数的增加会导致两个方向的表皮摩擦因数下降。结果表明,随着埃克特数([计算公式:见正文])的增加,努塞尔特数也随之降低,当[计算公式:见正文]时,努塞尔特数以 0.8252 的速率下降。我们注意到,当磁场参数值在 0 至 3.5 之间时,表皮摩擦系数分别以 0.62179204(x 方向)和 0.621791816(y 方向)的速率下降。此外,我们还注意到,热弛豫参数的上升会导致流体温度的下降。
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引用次数: 0
Passive techniques for the thermal performance enhancement of flat plate solar collector: A comprehensive review 提高平板太阳能集热器热性能的被动技术:综述
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241270833
Abhay Kumar Singh, Suresh Kant Verma
One of the most abundantly available non-conventional energy sources is solar energy. The advantages of solar energy are that it is freely available, sustainable, non-exhaustible, pollution-free, etc. Many thermal energy technologies are frequently employed to utilize solar energy for different household, agricultural, residential, and industrial applications. A flat plate solar collector (FPSC) is one of the most popular devices for harvesting solar energy and transforming solar radiation into useful heat. The low thermal performance of FPSC is one of its major disadvantages. The performance of the FPSC can be enhanced using active, passive, and mixed methods. In this article, various thermal performance enhancement techniques of FPSC, including design and modification, use of inserts, selective coating, nanofluid, phase change material, mini/microchannels, and transparent insulation material, are discussed. The use of nanomaterial coatings can reduce the convection and radiation losses from the FPSC. High absorptivity black nickel nanoparticles make them excellent for selective coatings. The performance of FPSC with CuO/water nanofluid was more efficient than that of other metal oxides. The performance of a minichannel integrated FPSC is better than that of conventional type because of its direct contact with water, which enhances the heat transfer rate. The most recent technological development of enhanced FPSC discussed in this article will be very useful to the scientific community.
太阳能是最丰富的非常规能源之一。太阳能的优点是可自由获取、可持续、用之不竭、无污染等。许多热能技术经常被用来利用太阳能,用于不同的家庭、农业、住宅和工业用途。平板太阳能集热器(FPSC)是收集太阳能并将太阳辐射转化为有用热量的最常用设备之一。平板太阳能集热器热性能低是其主要缺点之一。可以采用主动、被动和混合方法来提高 FPSC 的性能。本文讨论了 FPSC 的各种热性能增强技术,包括设计和修改、使用插入物、选择性涂层、纳米流体、相变材料、微型/微通道和透明隔热材料。使用纳米材料涂层可以减少 FPSC 的对流和辐射损失。黑镍纳米粒子的高吸收率使其成为选择性涂层的绝佳材料。与其他金属氧化物相比,使用氧化铜/水纳米流体的 FPSC 性能更为高效。微型通道集成 FPSC 的性能优于传统类型,因为它与水直接接触,从而提高了传热率。本文讨论的增强型 FPSC 的最新技术发展将对科学界大有裨益。
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引用次数: 0
Analysis of unsteady wake flow in centrifugal pump volute by using mode decomposition method 利用模态分解法分析离心泵涡流中的非稳态唤醒流
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241272877
Xuebing Chen, Renhui Zhang, Guangqiang Guo, Junhu Yang, Zhi Zheng
To analyze the coherent structure of wake flow in volute and its corresponding frequency information, dynamic modal decomposition (DMD), classic and spectral proper orthogonal decomposition (SPOD), were employed to decompose the transient flow field of the centrifugal pump volute. The snapshot set was constructed by means of the velocity field data at different moments in volute based on the large eddy simulation (LES) approach. The basic principles of the DMD, POD, and SPOD methods were compared in detail, and the decomposition results of the three methods on the wake flow structure in volute were compared and analyzed. The analysis results show that DMD can decompose the wake flow into coherent structures with different frequencies, including the basic steady-state structure, the dynamic modal flow field structure characterizing rotor–stator interaction (the first three modes with frequencies of 145.81, 291.61, and 437.43 Hz, respectively), and dissipative modal flow field structure characterizing fragmentized vortex (the fourth mode with a frequency of 486.03 Hz) in the volute. The POD can decompose the wake flow into flow structures with different energy levels. The first four modal energies account for more than 66% of total energy, which represents the large-scale structure with higher energy, and its dominant frequencies correspond to the blade passing frequency (145 Hz) and its frequency multiplication (290 Hz). The SPOD can not only decompose the complex wake flow into structural features of different energy levels but also has single-frequency characteristics of its modal structures. Compared with DMD and POD methods, the SPOD has the advantages of both, and can reflect the evolution characteristics of the wake flow in the volute.
为了分析涡流中尾流的相干结构及其相应的频率信息,采用了动态模态分解(DMD)、经典分解和频谱正交分解(SPOD)来分解离心泵涡流的瞬态流场。快照集是通过基于大涡流模拟(LES)方法的涡道内不同时刻的速度场数据构建的。详细比较了 DMD、POD 和 SPOD 方法的基本原理,并对比分析了三种方法对涡流尾流结构的分解结果。分析结果表明,DMD 可将涡流分解为不同频率的相干结构,包括基本稳态结构、表征转子与定子相互作用的动态模态流场结构(前三个模态的频率分别为 145.81、291.61 和 437.43 Hz)以及表征碎片化涡旋的耗散模态流场结构(第四个模态的频率为 486.03 Hz)。POD 可以将尾流分解为具有不同能量水平的流动结构。前四个模态能量占总能量的 66%以上,代表能量较高的大规模结构,其主导频率与叶片通过频率(145 Hz)及其倍频(290 Hz)相对应。SPOD 不仅能将复杂的尾流分解为不同能量等级的结构特征,而且其模态结构还具有单频特征。与 DMD 和 POD 方法相比,SPOD 具有二者的优点,能够反映涡流中尾流的演变特征。
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引用次数: 0
Entropy generation in a chemically reactive magnetohydrodynamic unsteady micropolar nanofluid flow with activation energy over an inclined stretching sheet: A Buongiorno model approach 具有活化能的化学反应磁流体非稳态微波纳米流体在倾斜拉伸片上流动时产生的熵:布昂奥诺模型方法
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1177/09544089241272900
T Aarathi, Anala Subramanyam Reddy, K Jagadeshkumar, Vallampati Ramachandra Prasad, O Anwar Bég
The goal of this research is to inspect the heat and mass transfer trends and entropy generation in a time-reliant stagnation point stream of a micropolar fluid across an inclined stretched surface. For this objective, a chemically reactive, electrically conducting fluid exposed to an orthogonal magnetic field is studied. The flow governing equations are modelled using Buongiorno model and are reformed to a system of higher order ordinary differential equations by administering appropriate similarity transformations. This system is quantitatively examined by employing the fourth-order Runge-Kutta scheme with shooting approach. The effects of thermal radiation, magnetic field, uniform heat source/sink, Brownian motion, thermophoresis, activation energy, and binary chemical reaction are studied on velocity, microrotation, temperature, and concentration profiles. It is observed that magnetic field and Brownian motion elevate the flow temperature. Increased activation energy spikes the fluid concentration while increase in binary chemical reaction reduces the particle concentration. Later, impact of various parameters on skin friction coefficient and heat and mass transfer rates are tabularised. Increasing values of thermophoretic diffusion parameter, Brownian diffusion parameter, and chemical reaction parameter improve the rate of mass transfer. Unsteadiness parameter triggers the skin friction coefficient 53.2% when the parameter value was increased from 0.7 to 1.0. Viscous dissipation and thermal radiation increase the rate of entropy generation. A comparison of skin friction coefficient with previous studies demonstrates a strong agreement.
本研究的目的是检测微极性流体在穿过倾斜拉伸表面时,其停滞点流体的传热和传质趋势以及熵的产生。为此,研究了暴露在正交磁场中的化学反应性导电流体。流动控制方程使用 Buongiorno 模型进行建模,并通过适当的相似变换转换为高阶常微分方程系统。通过采用四阶 Runge-Kutta 方案和射击方法,对该系统进行了定量研究。研究了热辐射、磁场、均匀热源/沉、布朗运动、热泳、活化能和二元化学反应对速度、微浮力、温度和浓度曲线的影响。研究发现,磁场和布朗运动会提高流动温度。活化能的增加会使流体浓度飙升,而二元化学反应的增加则会降低颗粒浓度。随后,各种参数对表皮摩擦系数以及传热和传质速率的影响被制成表格。热泳扩散参数、布朗扩散参数和化学反应参数值的增加会提高传质速率。当不稳定参数值从 0.7 增加到 1.0 时,皮肤摩擦系数增加了 53.2%。粘性耗散和热辐射增加了熵的产生率。表皮摩擦系数与以往研究的比较结果表明两者非常吻合。
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引用次数: 0
Development of ANN prediction model for estimation of heat transfer utilizing rectangular-toothed v-cut twisted tape 开发用于估算矩形齿状 V 形切割扭曲带传热情况的 ANN 预测模型
IF 2.4 4区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-23 DOI: 10.1177/09544089241272853
Sanjay Kumar Singh, Ruchin Kacker, Satyam Shivam Gautam, Santosh Kumar Tamang
This work explores the heat transfer performance and friction characteristics of toothed v-cut twisted tapes, while employing an artificial neural network (ANN) as a predictive model. The novelty of this study lies in the innovative use of toothed v-cut twisted tapes to enhance heat transfer performance, coupled with the application of ANN for precise prediction and optimization. Focusing on a specific geometric range by adjusting the depth ratio of rectangular teeth and the width-to-depth ratio of the v-cut, the study investigates turbulent flows with Reynolds numbers spanning from 6000 to 13,000, mirroring real-world applications. The investigations unveil that the introduction of teeth to the v-cut generates a secondary vortex flow, contributing significantly to improved heat transfer by enhancing the Nusselt number ( Nu) and mitigating the reduction in heat transfer rate with increasing depth of cut at higher Reynolds numbers ( Re). The nuanced behavior of the friction factor is revealed, showcasing its inverse proportionality to Re and e/ c, and direct proportionality to b/ c, offering valuable practical insights. Remarkably, the analysis of heat transfer rate variations underscores the ANN model's predictive accuracy. Key findings include the most substantial increase in heat transfer rate for b/ c = 0.67 and e/ c = 0.14, with the ANN model predictions closely aligning with these results. The ANN model, trained on extensive datasets derived from experiments, emerges as a robust predictive tool, demonstrating mean relative errors constrained to less than 3.3% for Nusselt numbers and 0.08% for friction factors. Validation against previously unseen datasets further substantiates its efficacy, with an average percentage error of 3.32% for friction and 0.96% for Nusselt numbers. These results, along with the 97% and 99% accuracy for friction and Nusselt numbers, respectively, position the ANN model as a reliable tool for precision in predicting and optimizing heat transfer dynamics across varied engineering scenarios.
这项研究探讨了齿形 V 形切割扭曲带的传热性能和摩擦特性,同时采用了人工神经网络(ANN)作为预测模型。这项研究的新颖之处在于创新性地使用齿形 V 形切割扭曲带来提高传热性能,同时应用人工神经网络进行精确预测和优化。研究通过调整矩形齿的深度比和 V 形切口的宽深比,将重点放在特定的几何范围上,研究了雷诺数从 6000 到 13000 的湍流,反映了现实世界的应用情况。研究结果表明,在 V 形切割中引入锯齿会产生二次涡流,通过提高努塞尔特数(Nu)来显著改善传热效果,并在雷诺数(Re)较高时缓解随着切割深度增加而降低的传热率。研究揭示了摩擦因数的微妙行为,显示了它与 Re 和 e/ c 的反比例关系,以及与 b/ c 的正比例关系,提供了宝贵的实用见解。值得注意的是,对传热速率变化的分析强调了 ANN 模型的预测准确性。主要发现包括:当 b/ c = 0.67 和 e/ c = 0.14 时,传热率的增幅最大,而 ANN 模型的预测结果与这些结果非常吻合。在大量实验数据集上训练的 ANN 模型是一种稳健的预测工具,努塞尔特数的平均相对误差小于 3.3%,摩擦因数的平均相对误差小于 0.08%。通过对以前未见过的数据集进行验证,进一步证实了其功效,摩擦系数的平均百分比误差为 3.32%,努塞尔特数的平均百分比误差为 0.96%。这些结果以及摩擦系数和努塞尔特数分别高达 97% 和 99% 的准确率,将 ANN 模型定位为在各种工程场景中精确预测和优化传热动力学的可靠工具。
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引用次数: 0
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Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering
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