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A complex methodology for the development of mathematical modeling skills in engineering education 在工程教育中培养数学建模能力的复杂方法
Q2 Engineering Pub Date : 2024-04-16 DOI: 10.1556/1848.2024.00803
Dóra Sipos, Imre Kocsis
Today, the role of humans is changing rapidly in both industrial production activities and services. Mediocre, easy-to-learn activities can be performed more efficiently by machines; mediocre knowledge is being devalued while the importance of high-level skills is increasing. As a result, in all sectors of the economy, and especially in engineering, new approaches to expert training are needed; people must learn to hand over certain decision-making roles and to control the processes supported by AI rather than compete with it. STEM education has a responsibility to achieve these goals and must develop appropriate tools for engineering education. This paper presents a complex didactic methodology for competency-based education in engineering bachelor programs. An important element is the mathematical competency map, which shows the importance and place of mathematical and algorithmic (coding) knowledge in engineering topics. Another element is the systematic testing of mathematical knowledge in non-mathematical contexts in engineering courses. We provide an overview of our achievements in applying the developed toolset and improving the efficiency of mathematics teaching in engineering bachelor programs.
如今,人类在工业生产活动和服务业中的作用正在迅速发生变化。平庸、易学的活动可以由机器更高效地完成;平庸的知识正在贬值,而高水平技能的重要性却与日俱增。因此,在所有经济部门,特别是在工程领域,都需要新的专家培训方法;人们必须学会交出某些决策角色,学会控制人工智能支持的流程,而不是与之竞争。STEM 教育有责任实现这些目标,必须为工程教育开发适当的工具。本文介绍了在工程学本科课程中开展基于能力的教育的复杂教学方法。其中一个重要元素是数学能力地图,它显示了数学和算法(编码)知识在工程课题中的重要性和地位。另一个要素是在工程学课程的非数学背景下对数学知识进行系统测试。我们将概述在应用所开发的工具集和提高工程学学士课程数学教学效率方面所取得的成就。
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引用次数: 0
Electrical faults classification in permanent magnet synchronous motor using ResNet neural network 使用 ResNet 神经网络进行永磁同步电机电气故障分类
Q2 Engineering Pub Date : 2024-04-09 DOI: 10.1556/1848.2024.00789
Hiba Ziad, Ayad Al-dujaili, Amjad J. Humaidi
The predictive maintenance of permeant magnet synchronous motor is highly required as this kind of motor has been commonly employed in electric vehicles, industrial systems, and other applications owing to its high power density output, as well as the regenerative operation characteristics during braking and deceleration driving conditions. One of the most important causes of PMSM failure is the stator short and drive switches failure. These problems have attracted more attention in the field of deep learning for fault detection purposes in the early stages, to avoid any system breakdown, and to decrease the risk and price of maintenance. In this paper, we investigate the possibility of detecting the electrical faults in PMSM by generating our data which includes current signals that have been analyzed and preprocessed by applying Continuous Wavelet Transform (CWT) to select the reliable features this conversion will be used to train ResNet 50. The evaluation metrics have shown that ResNet 50 achieves an accuracy of 100% for the classification of faults.
由于这种电机具有高功率密度输出以及在制动和减速行驶条件下的再生运行特性,因此被广泛应用于电动汽车、工业系统和其他应用中,因此对这种电机的预测性维护要求很高。PMSM 故障的最重要原因之一是定子短路和驱动开关故障。这些问题已引起深度学习领域的更多关注,以便在早期阶段进行故障检测,避免任何系统故障,并降低维护的风险和成本。在本文中,我们研究了检测 PMSM 电气故障的可能性,我们生成的数据包括电流信号,这些信号已通过连续小波变换(CWT)进行了分析和预处理,以选择可靠的特征,这种转换将用于训练 ResNet 50。评估指标显示,ResNet 50 的故障分类准确率达到 100%。
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引用次数: 0
Public perception of autonomous vehicles acceptance in Hungary 匈牙利公众对自动驾驶汽车接受度的看法
Q2 Engineering Pub Date : 2024-03-19 DOI: 10.1556/1848.2024.00769
Dilshad Mohammed, Balázs Horváth
The integration of Autonomous Vehicles (AVs) into our modern society hinges on gaining widespread acceptance from potential road users. To indicate the preparedness of these road users and elucidate their perspectives regarding the use of AVs in future, it is imperative to conduct surveys gauging public acceptance and satisfaction with this emerging mode of transportation. This paper reports the results of a comprehensive questionnaire study involving 1,000 individuals in Gyor City. The survey's primary objective was to assess participants' attitudes and willingness to embrace autonomous vehicles within the city's road networks. The study delved into various socio-demographic factors, such as age, gender, and employment status, while also exploring participants' prior knowledge and opinions regarding the advantages and limitations of AVs. The findings reveal a generally favorable disposition among the public toward the inclusion of AVs in urban traffic, paving the way for the acceptance of mixed traffic patterns. Notably, respondents in younger age groups exhibit greater enthusiasm for incorporating AVs into their daily transportation, whereas individuals aged 65 and above express more reservations, displaying a conservative outlook. Furthermore, participants with prior knowledge and a deeper understanding of AVs exhibit a markedly more positive inclination toward this emerging technology compared to those lacking such familiarity.
自动驾驶汽车(AV)能否融入现代社会,取决于能否获得潜在道路使用者的广泛认可。为了解这些道路使用者的准备情况,并阐明他们对未来使用自动驾驶汽车的看法,当务之急是开展调查,衡量公众对这种新兴交通方式的接受度和满意度。本文报告了一项综合问卷调查的结果,调查对象包括久尔市的 1000 名居民。调查的主要目的是评估参与者对在城市道路网络中使用自动驾驶汽车的态度和意愿。研究深入探讨了各种社会人口因素,如年龄、性别和就业状况,同时还探讨了参与者对自动驾驶汽车的优势和局限性的预先了解和看法。研究结果表明,公众对在城市交通中使用自动驾驶汽车普遍持赞成态度,这为接受混合交通模式铺平了道路。值得注意的是,年龄较小的受访者对将自动驾驶汽车纳入日常交通表现出更大的热情,而 65 岁及以上的受访者则表示出更多的保留,表现出保守的观点。此外,与缺乏相关知识的受访者相比,对自动驾驶汽车有初步了解和深入理解的受访者对这一新兴技术的态度明显更为积极。
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引用次数: 0
Modelling of closed-cell aluminum foam using Weaire–Phelan unit cells 使用 Weaire-Phelan 单元格建立闭孔铝泡沫模型
Q2 Engineering Pub Date : 2024-03-13 DOI: 10.1556/1848.2024.00802
A. Zhylgeldiyev, D. Chernyshov, S. Haider, T. Mankovits
Design and testing of real materials is a costly process and usually requires some specific equipment. To alleviate this task numerical methods can be leveraged. In this work we show possible modelling technique for closed-cell material structure using Weaire–Phelan unit cells. As an example existing aluminum structures were used and modelled parametrically, allowing to establish different geometrical models for different applications. Numerical simulations for compression was also done on the developed models to reveal the material response. The influence on the cell wall thickness and the friction between the material and the compression plate was investigated. It was found that the friction coefficient has no significant effect on the material response, except in the case where bonded connection was assumed. It was also demonstrated that material response and the porosity controlled by cell wall thickness have an approximately linear relationship with each other. This method proved to be a flexible and alternative solution of real laboratory tests and targeted to reduce costs of material design.
实际材料的设计和测试是一个成本高昂的过程,通常需要一些特定的设备。为了减轻这一任务,可以利用数值方法。在这项工作中,我们展示了使用 Weaire-Phelan 单元格进行闭孔材料结构建模的可行技术。我们以现有的铝结构为例,对其进行了参数化建模,从而为不同的应用建立了不同的几何模型。还对所开发的模型进行了压缩数值模拟,以揭示材料的响应。研究了单元壁厚度和材料与压缩板之间摩擦力的影响。结果发现,摩擦系数对材料响应没有显著影响,但假设采用粘接连接的情况除外。研究还证明,材料响应与由细胞壁厚度控制的孔隙率之间存在近似线性关系。事实证明,这种方法是实际实验室测试的一种灵活的替代解决方案,可有效降低材料设计成本。
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引用次数: 0
The relationship between digital development and economic growth in the European Union 欧盟数字发展与经济增长之间的关系
Q2 Engineering Pub Date : 2024-03-06 DOI: 10.1556/1848.2024.00797
László Török
Numerous studies have proven that digital development positively affects economic growth. This study aims to confirm or refute the positive impact of digital evolution on economic growth by applying the dimensions of the International Digital Economy and Society Index (I-DESI). The analysis refers to the period 2015–2020 of the European Union member states. The study's novelty is that the I-DESI index has yet to be used in research to investigate the relationship between the digital transition and GDP production. The present study, therefore, goes one step further than the previous typical DESI-GDP models. The research uses Pearson correlation and F-statistic analysis to show the relationship between the variables. The study confirms that digital development has positively impacted the economic growth of EU member states. This result was confirmed by both Pearson and Spearman correlation. However, the results are ambivalent. The empirical results indicate that the more digitally developed member countries had a higher GDP per capita. However, the positive effect is different. The results confirm that the development of digitalization and GDP increased more dynamically in the more digitally developed EU member states than in the less developed member states. Therefore, an increase in the backwardness of the less developed member countries and not a catch-up can be observed in the period under review.
大量研究证明,数字化发展对经济增长有积极影响。本研究旨在通过应用国际数字经济与社会指数(I-DESI)的维度,证实或反驳数字演进对经济增长的积极影响。分析对象为 2015-2020 年期间的欧盟成员国。本研究的新颖之处在于,I-DESI 指数尚未被用于研究数字化转型与 GDP 生产之间的关系。因此,本研究比以往典型的 DESI-GDP 模型更进一步。研究采用了皮尔逊相关分析和 F 统计分析来显示变量之间的关系。研究证实,数字化发展对欧盟成员国的经济增长产生了积极影响。皮尔逊相关性和斯皮尔曼相关性都证实了这一结果。然而,结果是矛盾的。实证结果表明,数字化越发达的成员国人均 GDP 越高。然而,正效应是不同的。结果证实,与欠发达成员国相比,数字化程度较高的欧盟成员国的数字化发展和 GDP 增长更具活力。因此,在本报告所述期间,可以看到欠发达成员国的落后程度加剧,而不是迎头赶上。
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引用次数: 0
Development of a computational system to design a helical spring 开发设计螺旋弹簧的计算系统
Q2 Engineering Pub Date : 2024-03-06 DOI: 10.1556/1848.2024.00711
Farah Kamil, Areej Ghazy Abdulshaheed, M. A. Kadhom
Springs are the most basic mechanical elements used in transmission mechanisms. The rapid development of the computer and cellular industry has encouraged spring manufacturers to develop the industry to produce very small springs. Most computer-aided design programs for mechanical parts provide the possibility of designing these parts, as these programs include different types of decisions. All these decisions require coordinates for geometric data as well as metadata. The paper aims to develop software programs to design and analyze springs as one of the most significant mechanical elements used. This paper aims to develop a design software of a helical spring system, where this software is built using a computer program in the language of Visual Basic Version 5. When the user enters data into the system, the system will perform a series of complex calculations in the system, then provide a detailed report on all the engineering dimensions of the spring, and test its efficiency. The output of the software shows the required spring wire parameters. The software was tested with test data from the open literature, and the required wire spring parameters were obtained.
弹簧是传动机构中最基本的机械元件。计算机和蜂窝产业的快速发展促使弹簧制造商发展生产超小型弹簧的产业。大多数机械零件计算机辅助设计程序都提供了设计这些零件的可能性,因为这些程序包括不同类型的决策。所有这些决策都需要几何数据的坐标以及元数据。弹簧是最重要的机械元件之一,本文旨在开发设计和分析弹簧的软件程序。本文旨在开发螺旋弹簧系统的设计软件,该软件使用 Visual Basic 版本 5 语言的计算机程序构建。当用户向系统输入数据时,系统将在系统中执行一系列复杂的计算,然后提供一份关于弹簧所有工程尺寸的详细报告,并测试其效率。软件的输出显示了所需的弹簧线参数。我们用公开文献中的测试数据对该软件进行了测试,得出了所需的钢丝弹簧参数。
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引用次数: 0
Arriving the optimum retarder dosage level of sugar on the setting time, compressive strength, and microstructure property of Portland pozzolana cement 糖的最佳缓凝剂用量对硅酸盐泡沫水泥凝结时间、抗压强度和微观结构性能的影响
Q2 Engineering Pub Date : 2024-02-02 DOI: 10.1556/1848.2024.00753
Meyyappan Palaniappan, Karthiga Murugan, Aravind Gurusamy, Aarthi Koppayaraj, Keerthickbalaji Sivasubramanian
Cement and concrete are the most crucial and dominating engineering materials in the construction sector. Cement serves as an excellent binder for concrete and when it is treated under unusual conditions either to satisfy accelerating or retarding requirements by the construction industries, admixtures role comes into the effect. The construction industry has been searching for retarding admixtures and the optimal dosage level, particularly for ready mix concrete applications. Generally the retarding admixtures such as organic retarders (lignosulphonates, hydroxycarboxylic acids and their salts, phosphonates, sugars) or inorganic retarders (phosphonates, borates) were generally used to reduce the speed of the reaction between cement and water by altering the growth of the hydration products and/or limiting the rate of water penetration to the cement particles. The research was still in its infancy stage in terms of determining not just the appropriate dosage amount, but also the ideal retarder materials for the aforementioned uses. In considering this industrial need, an attempt was made on utilizing the usage of sugar in the concrete to study the retarding effect without affecting the strength properties of cement. The sugars usage levels were at 5, 10, 15, and 20% of the usage of cement to investigate consistency, setting time, compressive strength and micro structure properties at the curing age of 7, 14 and 28 days on the mortar specimens. The conclusions of the study reported that setting time was extended with increase of the dosage levels of sugar. However in considering the strength property, less than 5% of sugar dosage level can be better for the application as retarding agent in the industry applications.
水泥和混凝土是建筑行业最重要和最主要的工程材料。水泥是混凝土的优良粘结剂,当水泥在非正常条件下进行处理以满足建筑行业的加速或延缓要求时,外加剂的作用就显现出来了。建筑行业一直在寻找缓凝外加剂和最佳用量,特别是在预拌混凝土应用中。一般来说,缓凝外加剂,如有机缓凝剂(木质素磺酸盐、羟基羧酸及其盐类、膦酸盐、糖类)或无机缓凝剂(膦酸盐、硼酸盐),通常用于通过改变水化产物的生长和/或限制水向水泥颗粒渗透的速度来降低水泥与水之间的反应速度。在确定上述用途的适当用量和理想缓凝剂材料方面,研究仍处于起步阶段。考虑到这一工业需求,我们尝试在混凝土中使用糖,在不影响水泥强度特性的情况下研究缓凝效果。糖的用量分别为水泥用量的 5%、10%、15% 和 20%,以研究砂浆试样在 7 天、14 天和 28 天养护龄期的稠度、凝结时间、抗压强度和微观结构特性。研究结论表明,随着糖用量的增加,凝结时间延长。不过,考虑到强度特性,在工业应用中,糖用量低于 5%更适合用作缓凝剂。
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引用次数: 0
Investigation on battery-less voltage of piezoelectric V-shape cantilever beam energy harvester using FEA method for pacemaker 利用有限元分析方法研究用于心脏起搏器的压电式 V 形悬臂梁能量收集器的无电池电压
Q2 Engineering Pub Date : 2024-02-02 DOI: 10.1556/1848.2023.00759
Joy Dewanjee, Md Shabiul Islam, Wong Hin Yong, Najeeb Ullah, K. Siddiquee, Mohammad Tariqul Islam
This paper presents an investigation on a battery-less voltage of Piezoelectric (PZT) V-shape cantilever beam Energy Harvester (EH) using human body vibration. The frequency ranges are walking (0–5 Hz), running (6–10 Hz) and motions (11–15 Hz) for human movement. Pacemaker devices typically require a lower resonant frequency with higher voltage which is powered by batteries. The battery has a limited duration during its working process and the battery is difficult to replace in the human body. To address the aforementioned issue, a V-shape cantilever beam EH has been developed as a solution to overcome these limitations. The cantilever beam was designed in COMSOL Multiphysics software 5.5 version using the Finite Element Analysis (FEA) method for experimental investigations followed by three categories of frequency ranges of the human body. The simulation results showed that the generated battery-less higher voltage was 269 mV (AC) at the resonant frequency of 14.37 Hz in the motion range of 11–15 Hz. Later, an Ultra Low Power (ULP) electronic circuits will be designed and simulated in the LTSPICE software to convert and boost-up from 269 mV (AC) to DC voltage attained. The estimated output power of the energy harvester system can be powered up (4.7 µW) for modern pacemaker applications.
本文利用人体振动对压电(PZT)V 型悬臂梁能量收集器(EH)的无电池电压进行了研究。人体运动的频率范围为行走(0-5 Hz)、跑步(6-10 Hz)和运动(11-15 Hz)。心脏起搏器通常需要较低的共振频率和较高的电压,由电池供电。电池在工作过程中的持续时间有限,而且很难在人体中更换电池。为解决上述问题,我们开发了一种 V 形悬臂梁 EH,作为克服这些限制的解决方案。该悬臂梁是在 COMSOL Multiphysics 软件 5.5 版本中使用有限元分析法设计的,并按照人体的三类频率范围进行了实验研究。模拟结果显示,在 11-15 Hz 的运动范围内,共振频率为 14.37 Hz 时产生的无电池高电压为 269 mV(交流)。随后,将在 LTSPICE 软件中设计和模拟超低功耗(ULP)电子电路,以便将 269 mV(交流)电压转换和提升为直流电压。能量收集器系统的估计输出功率(4.7 µW)可用于现代心脏起搏器应用。
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引用次数: 0
Simulation of the surface and volume stress in the contact archwire/bracket for classical friction and critical contact angle 模拟经典摩擦和临界接触角下接触式牙弓丝/托架的表面和体积应力
Q2 Engineering Pub Date : 2024-02-02 DOI: 10.1556/1848.2024.00764
Mohammed Khalil El kouifat, Houcine Zniker, Ikram Feddal, B. Ouaki
The occlusion of the teeth is affected due to the appearance of micro-cracks resulting from maximum stresses in the contact zones between the wire and the bracket under normal and tangential loading. The objective of this study is to evaluate the surface and volume constraints in the presence of bonding and partial sliding zones on the contact surface between wires and supports. Knowledge of these stress fields will make it possible to better limit the surfaces where most of the micro-cracks occur. Indeed, the evaluation of the stress will facilitate the modelling or application of established micro crack models on this subject, because the initiation of micro-cracks often appears on the contact surface or just below it.In this study, the two most common situations of contact between the wire and the bracket were studied; the first corresponds to the situation where the wire is positioned in the center of the support (classic friction), and the second corresponds to the situation where the inclined wire touches the ends of the supports (critical contact angle).The MATHCAD software was used to simulate the damage zones for normal loading in the two cases studied (classic friction, critical contact angle). We proposed a Hertzian loading for the first case and a linear loading for the second case. Also, the effect of the additional load during wire tightening applied by the orthodontist was studied.The charge concentration is located above the contact zone, of the order of 0.3P0 (pressure per unit of arbitrary normal length), according to Mathcad simulation results. The adhesion zone/micro-slip zone contact generates the largest tangential load, which is directed towards the side experiencing the most stress. We also observed that the stick area shifts towards the recessed side when the additional load is applied. Additionally, comparing the configurations, the critical contact angle resulted in a higher maximum shear stress.
在法向和切向载荷作用下,钢丝和托槽接触区的最大应力会导致微裂纹的出现,从而影响牙齿的咬合。本研究的目的是评估钢丝和支架接触面上存在粘结区和部分滑动区时的表面和体积限制。通过了解这些应力场,可以更好地限制大多数微裂纹发生的表面。事实上,由于微裂纹的起始点经常出现在接触面上或接触面的下方,因此对应力的评估将有助于对已建立的微裂纹模型进行建模或应用。在这项研究中,我们研究了钢丝和支架之间两种最常见的接触情况:第一种情况是钢丝位于支架中心(典型摩擦),第二种情况是倾斜钢丝接触支架两端(临界接触角)。我们使用 MATHCAD 软件模拟了两种情况(典型摩擦、临界接触角)下法向载荷的损坏区域。我们建议第一种情况采用赫兹加载,第二种情况采用线性加载。根据 Mathcad 的模拟结果,电荷浓度位于接触区上方,约为 0.3P0(每单位任意法线长度的压力)。粘着区/微滑动区接触产生的切向载荷最大,其方向是受力最大的一侧。我们还观察到,在施加额外载荷时,粘滞区域向凹陷一侧移动。此外,比较各种配置,临界接触角产生的最大剪切应力更大。
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引用次数: 0
Arriving the optimum retarder dosage level of sugar on the setting time, compressive strength, and microstructure property of Portland pozzolana cement 糖的最佳缓凝剂用量对硅酸盐泡沫水泥凝结时间、抗压强度和微观结构性能的影响
Q2 Engineering Pub Date : 2024-02-02 DOI: 10.1556/1848.2024.00753
Meyyappan Palaniappan, Karthiga Murugan, Aravind Gurusamy, Aarthi Koppayaraj, Keerthickbalaji Sivasubramanian
Cement and concrete are the most crucial and dominating engineering materials in the construction sector. Cement serves as an excellent binder for concrete and when it is treated under unusual conditions either to satisfy accelerating or retarding requirements by the construction industries, admixtures role comes into the effect. The construction industry has been searching for retarding admixtures and the optimal dosage level, particularly for ready mix concrete applications. Generally the retarding admixtures such as organic retarders (lignosulphonates, hydroxycarboxylic acids and their salts, phosphonates, sugars) or inorganic retarders (phosphonates, borates) were generally used to reduce the speed of the reaction between cement and water by altering the growth of the hydration products and/or limiting the rate of water penetration to the cement particles. The research was still in its infancy stage in terms of determining not just the appropriate dosage amount, but also the ideal retarder materials for the aforementioned uses. In considering this industrial need, an attempt was made on utilizing the usage of sugar in the concrete to study the retarding effect without affecting the strength properties of cement. The sugars usage levels were at 5, 10, 15, and 20% of the usage of cement to investigate consistency, setting time, compressive strength and micro structure properties at the curing age of 7, 14 and 28 days on the mortar specimens. The conclusions of the study reported that setting time was extended with increase of the dosage levels of sugar. However in considering the strength property, less than 5% of sugar dosage level can be better for the application as retarding agent in the industry applications.
水泥和混凝土是建筑行业最重要和最主要的工程材料。水泥是混凝土的优良粘结剂,当水泥在非正常条件下进行处理以满足建筑行业的加速或延缓要求时,外加剂的作用就显现出来了。建筑行业一直在寻找缓凝外加剂和最佳用量,特别是在预拌混凝土应用中。一般来说,缓凝外加剂,如有机缓凝剂(木质素磺酸盐、羟基羧酸及其盐类、膦酸盐、糖类)或无机缓凝剂(膦酸盐、硼酸盐),通常用于通过改变水化产物的生长和/或限制水向水泥颗粒渗透的速度来降低水泥与水之间的反应速度。在确定上述用途的适当用量和理想缓凝剂材料方面,研究仍处于起步阶段。考虑到这一工业需求,我们尝试在混凝土中使用糖,在不影响水泥强度特性的情况下研究缓凝效果。糖的用量分别为水泥用量的 5%、10%、15% 和 20%,以研究砂浆试样在 7 天、14 天和 28 天养护龄期的稠度、凝结时间、抗压强度和微观结构特性。研究结论表明,随着糖用量的增加,凝结时间延长。不过,考虑到强度特性,在工业应用中,糖用量低于 5%更适合用作缓凝剂。
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引用次数: 0
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International Review of Applied Sciences and Engineering
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