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The Emerging Role of Artificial Intelligence in STEM Higher Education: A Critical Review 人工智能在STEM高等教育中的新兴作用:批判性评论
Pub Date : 2023-08-14 DOI: 10.54392/irjmt2351
Bharath Kumar Nagaraj, K. A, Suraj Begum R, Akila S, Hemant Kumar Sachdev, S. N.
Artificial Intelligence (AI) has emerged as a disruptive force with the potential to transform various industries, and the field of higher education is no exception. This critical review paper aims to examine the emerging role of AI in Science, Technology, Engineering, and Mathematics (STEM) higher education. The article explores the impact of AI on teaching and learning methodologies, curriculum design, student engagement, assessment practices, and institutional strategies. The review also highlights the potential benefits and challenges associated with integrating AI into STEM education and identify key areas for future research and development. Overall, this article provides insights into how AI can revolutionize STEM higher education and offers recommendations for harnessing its full potential.
人工智能(AI)已经成为一股颠覆性的力量,有可能改变各个行业,高等教育领域也不例外。这篇批判性的综述论文旨在研究人工智能在科学、技术、工程和数学(STEM)高等教育中的新兴作用。本文探讨了人工智能对教学方法、课程设计、学生参与、评估实践和机构策略的影响。该评估还强调了将人工智能融入STEM教育的潜在好处和挑战,并确定了未来研究和发展的关键领域。总体而言,本文提供了人工智能如何彻底改变STEM高等教育的见解,并提供了充分利用其潜力的建议。
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引用次数: 1
Antimicrobial activity of Cobalt doped Cerium Oxide (Co-CeO2) nanoparticles against selected food pathogens 钴掺杂氧化铈(Co-CeO2)纳米颗粒对选定食品病原体的抗菌活性
Pub Date : 2023-07-26 DOI: 10.54392/irjmt2344
K. c, Baskaran I, Vanmathi Selvi K, Senthamil Selvi C, R. P, S. S
This present work is to investigate the antibacterial activity of CeO2 nanoparticles on five foodborne pathogens. Low-temperature solid-state reactions were used to create co-doped CeO2 nanoparticles (Co-CeO2 NPs). In the current work, the impact of Co-doping on polycrystalline CeO2 samples synthesized using the co-precipitation method at room temperature for Co-doping concentrations of 0.5%, 1%, 3%, and 5% is discussed. Rietveld refinement of the X-ray diffraction patterns confirms that the Co-doped CeO2 samples have a face-centred cubic structure. This shows that the Co ions have been successfully integrated into the CeO2 lattice. Also, the UV-Vis-NIR absorption spectra confirm that redshifts do happen in the Co-doped CeO2 samples, which shows that the band gap energy decreases as the number of Co ions grows. In an antibacterial test against five pathogenic microbes, S. aureus, M. luteus, Enterobacter aerogenes, S. typhi, and Pseudomonas aeruginosa, Co-doped cerium oxide nanoparticles significantly slowed the growth of all five pathogens, both in liquid and solid growth conditions. These results show that Co-doped CeO2 nanoparticles have strong antibacterial properties against foodborne pathogens. This suggests that they could be used as promising bionanomaterials for in vivo therapeutic uses.
本文研究了氧化铈纳米颗粒对五种食源性致病菌的抑菌活性。采用低温固相反应制备了共掺杂CeO2纳米颗粒(Co-CeO2 NPs)。本文讨论了室温下共沉淀法合成的共掺杂浓度为0.5%、1%、3%和5%的CeO2多晶样品中共掺杂对样品性能的影响。x射线衍射图的Rietveld细化证实了共掺杂CeO2样品具有面心立方结构。这表明Co离子已成功地集成到CeO2晶格中。紫外-可见-近红外吸收光谱也证实了共掺杂CeO2样品确实发生了红移,这表明带隙能量随着Co离子数量的增加而降低。在一项针对金黄色葡萄球菌、黄体芽孢杆菌、产气肠杆菌、伤寒葡萄球菌和铜绿假单胞菌五种病原菌的抗菌试验中,共掺杂氧化铈纳米颗粒在液体和固体生长条件下显著减缓了所有五种病原菌的生长。这些结果表明,共掺杂CeO2纳米颗粒对食源性病原体具有较强的抗菌性能。这表明它们可以作为有前途的生物纳米材料用于体内治疗用途。
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引用次数: 2
A Quantum Chemical and Nonlinear Optical Investigation on L-Tryptophan Hydrochloride Single Crystals for Optoelectronic Device Applications l -色氨酸盐酸盐单晶的量子化学和非线性光学研究
Pub Date : 2023-07-20 DOI: 10.54392/irjmt2343
M. A., Arunachalam S, S. J., Velayutham Pillai M
In this study, a semi-organic crystal of L-tryptophan hydrochloride (LTHC) has been synthesized and quality crystals has been grown using a slow evaporation technique. Singe crystal XRD confirms the monoclinic system with space group P21. UV optical studies displays the transmittance in the entire visible region. The Mulliken charge distribution and MEP mapping show significant charge transfer due to nucleophilic and electrophilic moieties. The molecule's chemical reactivity was examined using HOMO-LUMO and MESP investigations. The crystal's nonlinear properties were studied using the Kurtz-Perry method. These findings suggest that LTHC crystals may have potential applications in the field of nonlinear optics.
本研究合成了l -色氨酸盐酸盐(LTHC)的半有机晶体,并采用慢速蒸发技术培养出了高质量的晶体。单晶XRD证实了P21空间群的单斜晶系。紫外光学研究显示了整个可见光区域的透射率。Mulliken电荷分布和MEP映射表明,由于亲核和亲电部分,电荷转移显著。用HOMO-LUMO和MESP研究了分子的化学反应性。用Kurtz-Perry方法研究了晶体的非线性性质。这些发现表明LTHC晶体在非线性光学领域具有潜在的应用前景。
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引用次数: 0
Parametric Effects on the Coefficient of Friction of a Novel Composite Material for Automobile Brake Linning 参数对新型汽车制动衬里复合材料摩擦系数的影响
Pub Date : 2023-06-19 DOI: 10.54392/irjmt2342
Benedict U. Iyida, Azubuike M. Nwankwo, Thomas O. Onah
Brake lining, a friction lining material has over the years been produced mainly from asbestos. Asbestos health hazards have necessitated the need to source friction lining materials from other safer directions. A novel composite from local materials was developed. The brake lining production was a dispersion hardening process by the techniques of powder metallurgy of finely divided particles of the raw material powder mix. The raw materials included sawdust, resin, rubber latex, clay, carbon black, brass chips, zinc oxide and sulphur. The friction lining material thus produced, with its friction coefficient was analysed relative to its responses to increasing temperatures and pressures. The environment of increasing temperatures and pressures is its operating condition, in situ. Temperature range studied was from 300C-3000C, while pressure range was from 50KPa-250KPa. Results of the analysis showed the fiction coefficient not adversely affected, with minimum value at 0.31 and maximum value at 0.56.
刹车衬里是一种摩擦衬里材料,多年来主要由石棉制成。石棉对健康的危害使得有必要从其他更安全的方向采购摩擦衬里材料。利用当地材料研制了一种新型复合材料。刹车片的生产是采用粉末冶金技术对原料粉末混合物进行细粒分散硬化的过程。原料包括锯末、树脂、胶乳、粘土、炭黑、黄铜片、氧化锌和硫磺。由此产生的摩擦衬里材料及其摩擦系数相对于其对温度和压力升高的响应进行了分析。温度和压力不断增加的环境是它在原地的操作条件。研究温度范围为300C-3000C,压力范围为50KPa-250KPa。分析结果表明,虚构系数没有受到不利影响,最小值为0.31,最大值为0.56。
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引用次数: 0
Empowerment the antibacterial activity of Silver Oxide nanoparticles using Woodfordia Fruticosa flower extract 利用木荆花提取物增强氧化银纳米粒子的抗菌活性
Pub Date : 2023-05-23 DOI: 10.54392/irjmt2341
S. R., Yogeshwaran A, Logababu P, Sharath P.S, A. G, Pugazhendhi V
The undeniable importance of human well-being microorganisms to strengthen the antimicrobial resistance behavior of inorganic metals has created an avenue towards the development of green nanotechnology. However, numerous physiological issues and challanges need to be addressed from the aspects of microbiological and nanotechnological. In this present work, an endeavour has been made to synthesis silver oxide nanoparticles using Woodfordia Fruticosa flower extracts as reducing agent and also examined their antibacterial activity against S. aureus and E. Coli. The utmost antibacterial activity was obtained for the Ag2O nanoparticles prepared with extract against S. Aureus than E. Coli.
不可否认,微生物对人类健康的重要性加强了无机金属的抗菌素耐药性行为,这为绿色纳米技术的发展创造了一条途径。然而,许多生理问题和挑战需要从微生物和纳米技术的角度来解决。本研究以紫荆花提取物为还原剂合成氧化银纳米颗粒,并对其对金黄色葡萄球菌和大肠杆菌的抑菌活性进行了研究。提取液制备的Ag2O纳米颗粒对金黄色葡萄球菌的抑菌活性高于大肠杆菌。
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引用次数: 2
Development and Application of a Mathematical Simulation Model to Evaluate Environmental Performance of Greenhouses Using Physical and Climatic Indicators 利用物理和气候指标评价温室环境绩效的数学模拟模型的开发与应用
Pub Date : 2023-04-05 DOI: 10.54392/irjmt2334
This study was conducted to determine and apply a mathematical model to simulate the environmental and climatic parameters to evaluate the performance of different greenhouses in three areas within the Khartoum North – Sudan (Date Palm Technology Company., Abu Halima Center and Khartoum University). The assessment method depends on development of a computer simulation model to generate from house physical characteristics and climate data ten environmental performance evaluation indicators (Relative moisture efficiency; Cooling effectiveness, Moisture saturation efficiency; Water consumption rate; House overall efficiency; House ventilation rate, Optimum internal temperature and internal relative humidity).The result of application of the evaluation model for nine greenhouses in three different locations in Khartoum North reveals that there is no significant differences (P = 0.05) in evaluation indicators between the three studied areas. The study concluded that additional work is needed to upgrade the mode of running greenhouse crop cultivation system with regards to: using sustainable and energy efficient cooling and ventilation technologies, adopting new techniques to conserve water and its efficient utilization, introducing properly adapted materials for high temperatures and strong solar radiation, and accessibility of technologies such as automation systems. In the current system moisture use efficiency in particular found to be lower than expected and measures to improvement are critically needed. With respect to the system efficiency and utility of fan and pad greenhouse the effectiveness of cooling system is function of internal environmental parameter (temperature and relative humidity with negative relation). The evaluation model shows that cooling efficiency tends to go up in the areas with low relative humidity.
本研究旨在确定并应用数学模型来模拟环境和气候参数,以评估北苏丹喀土穆(枣椰树技术公司)三个地区不同温室的性能。Abu Halima中心和喀土穆大学)。评估方法依赖于计算机模拟模型的开发,从房屋物理特征和气候数据生成十个环境绩效评价指标(相对湿度效率;冷却效率、水分饱和效率;耗水量;房屋整体效率;室内通风量、最佳内部温度和内部相对湿度)。将该评价模型应用于喀土穆北部3个不同位置的9个大棚的结果显示,3个研究区域的评价指标无显著差异(P = 0.05)。该研究得出结论,需要在以下方面进一步改进温室作物栽培系统的运行模式:使用可持续和节能的冷却和通风技术,采用节约用水和有效利用的新技术,引入适合高温和强太阳辐射的适当材料,以及自动化系统等技术的可及性。在目前的系统中,特别是发现水分利用效率低于预期,迫切需要采取措施加以改善。对于扇垫温室的系统效率和效用而言,冷却系统的有效性是内部环境参数(温度和相对湿度)的函数,二者呈负相关关系。评价模型表明,在相对湿度较低的地区,制冷效率有上升的趋势。
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引用次数: 0
A Model for Calculating the Effectiveness of Writing and Hedging SBI Derivatives SBI衍生品写单和套期保值有效性的计算模型
Pub Date : 2023-03-30 DOI: 10.54392/irjmt2333
Joyjit Patra, Mimo Patra
Options in the stock market are a form of risk management that can help protect investors from various potential liabilities. Increased demand for derivatives is reflected in higher trading volumes every day. Over time, it has been easier for regular investors to get their hands on derivatives. The major Indian exchanges trade a wide range of financial goods, including stock derivatives. This article explains how to trade F&O on the National Stock Exchange (NSE) in India. To write options, the NSE typically employs call-and-put options. It may be able to design ways to achieve this goal by studying the State Bank of India (SBI) options chain for the first quarter of fiscal years 22 and 23. Based on the current stock price, the suggested computational approach writes call (CE) and put (PE) options for the upcoming month's settlement date. CE and PE were written at prices twenty rupees higher and lower than the stock options strike price, respectively. Furthermore, the pricing for both products has been reduced to zero rupees. According to our research, selling options to firms with minimal volatility is a good idea.
股票市场的期权是风险管理的一种形式,可以帮助保护投资者免受各种潜在责任的影响。衍生品需求的增加反映在每天更高的交易量上。随着时间的推移,普通投资者更容易获得衍生品。印度主要的交易所交易范围广泛的金融产品,包括股票衍生品。本文解释了如何在印度国家证券交易所(NSE)交易F&O。为了写期权,NSE通常使用看涨和看跌期权。通过研究印度国家银行(SBI)第22和23财年第一季度的期权链,它可能能够设计出实现这一目标的方法。基于当前股票价格,建议的计算方法写入下一个月结算日的看涨(CE)和看跌(PE)期权。CE和PE分别以比股票期权执行价高20卢比和低20卢比的价格写成。此外,这两种产品的定价已降至零卢比。根据我们的研究,把期权卖给波动性最小的公司是个好主意。
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引用次数: 0
Aluminum Alloy Chips Recycling using Friction Stir Consolidation 搅拌摩擦固结法回收铝合金切屑
Pub Date : 2023-03-20 DOI: 10.54392/irjmt2331
Samuel Kefeyalew Abebe, Desalegn Wogaso Wolla
The purpose of this paper is to develop AA5052 aluminum alloy solid disc from machining wastes via friction stir consolidation (FSC) process & optimize its parameters: die rotational speed, pre-compact aspect ratio and processing time. At first, the required dedicated tooling is designed and built. Then, solid discs are fabricated from AA5052 aluminum alloy chips using FSC process. Taguchi L9 orthogonal array is used to analyze and optimize the process. Experimental parameters and their levels considered are rotational speed (315, 400 and 500 rpm), pre-compact aspect ratio (25.4/7, 25.4/5 and 25.4/3) and processing time (30, 45 and 60 sec). Using standard tests, compressive strength, hardness and microstructure of the consolidated solid disc are evaluated. The results reveal that solid discs are successfully fabricated using FSC using dedicated tooling, and rotational speed (500 rpm), pre-compact aspect ratio (25.4/3) and processing time (60 sec) are optimal processing conditions. Microstructure examination of the solid disc shows finer and fully recrystallized grains in axial cross section orientation. Moreover, the results show compressive strength and hardness of the solid disc are comparable to that of forged or cast disc and suitable for most engineering structural applications.
采用搅拌摩擦固结法(FSC)从加工废料中制备AA5052铝合金固体圆盘,并对模具转速、预密实长径比、加工时间等参数进行优化。首先,设计和构建所需的专用工具。然后,采用FSC工艺在AA5052铝合金芯片上制备了固体圆盘。采用田口L9正交阵列对工艺进行分析和优化。考虑的实验参数及其水平为转速(315、400和500 rpm)、预压缩长宽比(25.4/7、25.4/5和25.4/3)和处理时间(30、45和60秒)。采用标准试验方法,对固结固体盘的抗压强度、硬度和微观结构进行了评价。结果表明:采用专用模具,采用FSC技术成功制备了固体圆盘,最佳加工条件为转速(500 rpm)、预压长径比(25.4/3)和加工时间(60秒)。实心圆盘的显微组织检查显示,在轴向横截面取向上晶粒更细且完全再结晶。此外,结果表明,实心圆盘的抗压强度和硬度与锻造或铸造圆盘相当,适合大多数工程结构应用。
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引用次数: 0
Printed Circuit Heat Exchangers (PCHEs): A Brief Review 印刷电路热交换器(PCHEs):综述
Pub Date : 2023-03-20 DOI: 10.54392/irjmt2332
E. Shitsi, S. K. Debrah, Vincent Yao Agbodemegbe, E. Arthur, Iddrisu Hamza, Esther Agyeiwaa Asomaning
Heat exchangers and other heat transfer devices/systems play vital roles of heat transfer in thermal fluid flow systems for industrial application. Sodium cooled fast reactors are normally designed to have two loops of sodium coolants and one loop of water coolant which generates steam for power production. The two loops of sodium coolants consist of primary cooling system of sodium which cools the fuel rods of the reactor core and secondary cooling system of sodium transferring heat from the sodium primary cooling system. The water-cooling system transfers heat from the secondary cooling system of sodium for steam generation. Lead cooled fast reactors on the other hand are designed to have primary cooling system of lead cooling the fuel rods in the reactor core and secondary cooling system of water transferring heat from the lead cooling primary system for steam generation. Water cooled Nuclear Power Plants used water to cool the reactor core in the primary system and the heat removed from the core is used for steam generation directly as in BWRs and SCWRs or in the secondary system of heat exchanger as in PWRs. Other reactor systems such as Gas-cooled fast reactor (GFR), Molten-salt reactor (MSR), High-temperature gas-cooled reactor (HTGR), and Small Modular Reactors (SMRs) also have various types of heat exchangers in their designs to support power/electricity generation. Appropriate heat exchangers are therefore needed for various stages of heat transfer in power generation systems. Thus, Heat exchangers and other heat transfer devices/systems play vital roles of heat transfer in thermal fluid flow systems for industrial applications. This study presents brief review of PCHEs which have comparable advantages over other types of heat exchangers. Recent studies on PCHEs and other heat exchanger types have been reviewed. Design and optimization of PCHEs, optimization of Brayton and Rankine circles, and fluid flow and heat transfer devices/systems have been discussed briefly. The review findings show that the design and optimization of PCHEs depends on the intended industrial application of the heat exchanger. The various channel types and channel cross-section types available for design and optimisation as well as the design and optimised system being able to withstand high pressure and temperature conditions in addition to its compact size for the intended industrial application make PCHEs unique among other types of heat exchangers.
热交换器和其他传热装置/系统在工业应用的热流体流动系统中起着重要的传热作用。钠冷却快堆通常设计成有两个钠冷却剂回路和一个水冷剂回路,水冷剂产生蒸汽用于发电。钠冷却剂的两个回路由对堆芯燃料棒进行冷却的钠一次冷却系统和从钠一次冷却系统传递热量的钠二次冷却系统组成。水冷系统将钠二冷系统的热量传递给蒸汽生成。另一方面,铅冷快堆设计有铅冷却堆芯燃料棒的一次冷却系统和铅冷却一次系统的水传递热量用于蒸汽产生的二次冷却系统。水冷式核电站在一次系统中用水冷却反应堆堆芯,从堆芯中取出的热量直接用于蒸汽产生,如在沸水堆和SCWRs中,或在热交换器的二次系统中,如在压水堆中。其他反应堆系统,如气冷快堆(GFR)、熔盐堆(MSR)、高温气冷堆(HTGR)和小型模块化反应堆(smr),在其设计中也有各种类型的热交换器,以支持电力/发电。因此,在发电系统的各个传热阶段都需要合适的热交换器。因此,热交换器和其他传热装置/系统在工业应用的热流体流动系统中起着至关重要的传热作用。本研究简要回顾了与其他类型的热交换器相比,PCHEs具有可比较的优势。本文综述了PCHEs和其他热交换器类型的最新研究。简要讨论了PCHEs的设计与优化、Brayton和Rankine循环的优化以及流体流动和传热装置/系统。综述结果表明,PCHEs的设计和优化取决于换热器的预期工业应用。可用于设计和优化的各种通道类型和通道横截面类型,以及设计和优化的系统能够承受高压和高温条件,此外其紧凑的尺寸适用于预期的工业应用,使PCHEs在其他类型的热交换器中独一无二。
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引用次数: 0
Comprehensive understanding of Methyl 2-Naphthyl Ether Molecule by Ab Initio Calculation method 用从头算法对2-甲基萘醚分子的全面认识
Pub Date : 2023-02-13 DOI: 10.54392/irjmt2323
G. A.
The development of the geometrical structure and vibrational wave numbers of Methyl 2-Naphthyl Ether molecule (M2NE) are done with the help of ab initio HF- and Density functional method (DFT/B3LYP) of 6-31G(d, p) basis set. HF and DFT calculations optimize the geometric structure of the selected molecule. The B3LYP density functional method, with a base of 6-31G (d, p), is the best level of theory to repeat the expected wave numbers. Density functional theory was used to calculate the first hyperpolarization (β), electrical dipole moment (μ) of the examined molecule. The results of the calculations also show that a natural bond orbital (NBO) analysis of the M2NE could be performed. The FT-IR and FT-Raman spectrum were theoretically constructed for the title compound. There was a detailed understanding of FTIR and FT-Raman spectrum from experimental analysis. The considered HOMO and LUMO energies demonstrate that charge transfer takes place inside the molecule.
利用6-31G(d, p)基集的从头算HF-和密度泛函方法(DFT/B3LYP),研究了甲基2-萘醚分子(M2NE)的几何结构和振动波数。HF和DFT计算优化了所选分子的几何结构。以6-31G (d, p)为基数的B3LYP密度泛函方法是重复预期波数的最佳理论水平。用密度泛函理论计算了被测分子的第一超极化(β)和电偶极矩(μ)。计算结果还表明,可以进行M2NE的自然键轨道(NBO)分析。理论上构建了该化合物的FT-IR和FT-Raman光谱。从实验分析中对FTIR和ft -拉曼光谱有了详细的了解。所考虑的HOMO和LUMO能量表明电荷转移发生在分子内部。
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引用次数: 2
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International Research Journal of Multidisciplinary Technovation
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