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The Influence of the working fluid and Regenerator material on the Performance of the types Gamma Stirling Engine 工作流体和蓄热器材料对伽玛斯特林发动机性能的影响
Pub Date : 2022-12-01 DOI: 10.31185/ejuow.vol10.iss3.336
Yahya M. Abbas, Ali A. F. Al-Hamadani
In concentrated solar energy applications, the Stirling engine is the optimum option for extracting mechanical work. The engine's most notable features are minimal noise, vibration, and pollution, as well as its capacity to function with any external heat source, including biomass, solar energy, and industrial waste. The gamma-type STE-1008 Stirling engine is the subject of our research. This engine can handle a maximum charging pressure of 10 bar. The engine is divided into two sections (expansion and compression) and three heat exchangers (regenerator, cooler, and heater). The cooler is a finned aluminium heat exchanger with 144 internal fins, each with a cross-sectional area of 1 mm by 10 mm. The regenerator is fitted with a diameter of 31 m and a volumetric porosity of 90%. This investigation employed a random fiber with three different metals: stainless steel, copper, and aluminium. Nitrogen and air served as the working fluids. From the results, stainless steel, copper, and aluminium regenerators produced 583 W, 562 W, and 553 W, respectively. When nitrogen is utilized at 500 °C, the engine generates 11 N.m of torque compared to 8.5 N.m when air is used, and the engine has a thermal efficiency of 19% compared to 15% when air is used. The results of other researchers were used to compare and validate our model. With errors of no more than 12%, the results were close enough to the experimental data to be useful.
在聚光太阳能应用中,斯特林发动机是提取机械功的最佳选择。该发动机最显著的特点是噪音、振动和污染最小,并且能够与任何外部热源(包括生物质能、太阳能和工业废物)一起工作。我们的研究对象是伽马型STE-1008斯特林发动机。这台发动机能承受10巴的最大增压压力。发动机分为两个部分(膨胀和压缩)和三个热交换器(蓄热器、冷却器和加热器)。冷却器是一个有144片内翅片的翅片铝热交换器,每个翅片的横截面积为1mm × 10mm。蓄热器的直径为31 m,体积孔隙率为90%。这项研究使用了三种不同金属的随机纤维:不锈钢、铜和铝。氮气和空气作为工作流体。从结果来看,不锈钢、铜和铝蓄热器分别产生583w、562w和553w。在500°C下使用氮气时,发动机产生的扭矩为11 N.m,而使用空气时为8.5 N.m,发动机的热效率为19%,而使用空气时为15%。其他研究人员的结果被用来比较和验证我们的模型。误差不超过12%,结果与实验数据足够接近,可以使用。
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引用次数: 0
Numerical investigation on Enhancing Heating performance in Automotive Radiator 提高汽车散热器加热性能的数值研究
Pub Date : 2022-11-20 DOI: 10.31185/ejuow.vol10.iss3.384
Ola Najman, Zina K. Kadhim, K. Khalaf
In this paper, the improvement of heat exchange in a compact heat exchanger that is used in the automotive cooling system is numerically studied due to the importance that this part of the automotive represents in removing the heat generated in the automotive engine. The study adopted CFD simulation to introduce a new design of radiator that included changing the geometry and material of the tube while maintaining the same cross-section area In addition, the study also included replacing the shape of the fins from the louver to plain fin with the increase in the number of tubes. The study used a water-Ethylene glycol mixture (50:50) as a hot fluid with four flow rates (10, 12, 18, 24) l/h, (75, 85, 95) °C inlet temperature, and air as a cold fluid with 1.5, 2.5, 4.5, 5.5) m/s and (35) °C inlet temperature. Through the results obtained, the designed model appeared to have a higher thermal performance than the standard model due to the material and shape of the tube and fins. The designed model performed well, achieving an improvement ratio of (18.6%) for the heat transfer rate, (13.8%) for the overall heat transfer coefficient for the hot fluid, and (29.8%) for the air-side heat transfer coefficient
本文对用于汽车冷却系统的紧凑型热交换器的热交换改进进行了数值研究,因为汽车的这一部分在消除汽车发动机产生的热量方面具有重要意义。本研究采用CFD模拟的方法,引入了一种新的散热器设计,在保持相同横截面积的情况下,改变了散热管的几何形状和材料,并随着散热管数量的增加,将散热片的形状从百叶改为平面散热片。该研究使用水-乙二醇混合物(50:50)作为热流体,流速为4种(10、12、18、24)l/h,入口温度为(75、85、95)℃,空气作为冷流体,入口温度为1.5、2.5、4.5、5.5 m/s,入口温度为(35)℃。结果表明,由于管、翅片的材料和形状的不同,设计模型比标准模型具有更高的热性能。设计的模型运行良好,传热率提高18.6%,热流体总换热系数提高13.8%,空气侧换热系数提高29.8%
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引用次数: 0
Comparison of various machine learning regression models based on Human age prediction 基于人类年龄预测的各种机器学习回归模型的比较
Pub Date : 2022-11-03 DOI: 10.31185/ejuow.vol10.iss3.386
Dr.Manaf K Hussein
The development of machine learning strategies has made it possible to diagnose some disease automatically based on data obtained from medical imaging. Brain age is one of the factors that can be used as an indicator of cognitive well-being. Recent advancements in machine learning have made it possible for computers to anticipate classification and prediction outcomes more accurately than humans.In this study, five widely used machine learning  regression models (Linear support vector regression (L-SVR), radial basis function support vector regression (RBF-SVR), relevance vector regression (RVR), Elastic Net and Gaussian process regression (GPR)) were trained and evaluated to predict brain age using volumes of brain regions data. Moreover, a dimensionality reduction technique was utilized to reduce the dimensionality of the input feature space. The data were collected from one hundred and eleven participants.The results showed no performance difference amongst models trained on the same type of data, suggesting that the type of input data had a stronger influence on prediction performance than the model choice. The experimental results indicated that the GPR was the best fit model (R2=0.57, R=0.75) among the other regression models while the G-SVR was the worst fit model (R2=0.0006, R=0.025) with such number of the input data. 
机器学习策略的发展使得基于医学成像获得的数据自动诊断某些疾病成为可能。大脑年龄是可以作为认知健康指标的因素之一。机器学习的最新进展使计算机能够比人类更准确地预测分类和预测结果。本研究采用线性支持向量回归(L-SVR)、径向基函数支持向量回归(RBF-SVR)、相关向量回归(RVR)、弹性网(Elastic Net)和高斯过程回归(GPR)五种广泛使用的机器学习回归模型进行训练和评估,利用脑区数据量预测脑年龄。此外,采用降维技术对输入特征空间进行降维处理。数据收集自111名参与者。结果显示,在相同类型的数据上训练的模型之间没有性能差异,这表明输入数据的类型比模型选择对预测性能的影响更大。实验结果表明,在上述输入数据数量下,GPR是最适合的回归模型(R2=0.57, R=0.75),而G-SVR是最不适合的模型(R2=0.0006, R=0.025)。
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引用次数: 1
FILM –WISE CONDENSATION OF R1234yf AND R134a REFRIGERANTS ON FINNED TUBE WITH 32 FINS PER INCH R1234yf和R134a制冷剂在每英寸32片翅片的翅片管上的膜式冷凝
Pub Date : 2022-10-22 DOI: 10.31185/ejuow.vol10.iss2.303
Jasim Khalid, Alaa R. Al-Badry
Researchers have been motivating by the global warming challenge to develop alternatives substances to compounds that contribute to this problem. The refrigerant R134a (HFC134a) has been identified as one of the most environmentally damaging gases. As a result, the refrigerant R1234yf has been employed in air conditioning systems as a substitute to the refrigerant R134a. The condensation heat transfer coefficient (HTC) of the refrigerants R1234yf and R134a was measured on smooth and standard finned tubes in this study. The finned tube is characterized by 32 Fins per inch (FPI) and 1 mm fin height. The condensation process was investigated at 37°C and 40°C condensing temperatures and 16°C to 28°C water inlet temperatures. The Nusselt theory accurately predicted the condensation HTCs on the smooth tube within mean absolute percentage deviation (MAPD) of 5.3% for R134a and 4.7% for R1234yf. As the wall sub-cooling increases, the condensation HTC decreases. With a drop in LMTD, the overall heat transfer coefficient (HTC) rises. For finned tube, the refrigerant R134a showed a greater HTC than R1234yf. In comparison to smooth tube, the enhancement ratio in HTC was 78% at 37 and 82% at 40°C for R134a. The enhancement ratio with R1234yf was 65% and 81% at 37 and 40 ° C, respectively. The experimental data was compared with predictions of two previous analytical models for film condensation on finned tubes.
在全球变暖的挑战下,研究人员一直在开发替代物质,以取代导致这一问题的化合物。制冷剂R134a (HFC134a)已被确定为最具环境破坏性的气体之一。因此,制冷剂R1234yf已被用作空调系统中制冷剂R134a的替代品。在光滑翅片管和标准翅片管上分别测量了制冷剂R1234yf和R134a的冷凝换热系数。翅片管的特点是32鳍每英寸(FPI)和1毫米翅片高度。在37°C和40°C的冷凝温度以及16°C到28°C的进水温度下研究了冷凝过程。Nusselt理论准确预测了R134a和R1234yf在光滑管上的凝结HTCs,平均绝对百分比偏差(MAPD)分别为5.3%和4.7%。随着壁面过冷度的增加,冷凝HTC降低。随着LMTD的降低,总传热系数(HTC)升高。对于翅片管,制冷剂R134a的HTC值大于R1234yf。与光滑管相比,R134a在37℃时HTC的增强率为78%,在40℃时为82%。在37℃和40℃时,R1234yf的增强率分别为65%和81%。实验数据与先前两种翅片管膜凝结分析模型的预测结果进行了比较。
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引用次数: 0
Digital-Image Dimension Reduction Via Analysis of Principal component 基于主成分分析的数字图像降维
Pub Date : 2022-10-22 DOI: 10.31185/ejuow.vol10.iss2.304
Rusul Fadhil, Ismail Sh. Hburi, Hassanein Fleih, Mayes M. Taher, Hasan F. Khazaal
An Image with high-resolution is associated with huge size data space because each information of the image is arranged into 2D picture elements' values, each of them containing its associated value of the RGB bits. The depiction of picture data makes it challenging to distribute picture files using the Internet. For Internet users, the time it takes to upload and download photos has all time been the main concern. A high-resolution image takes up more storage space, in addition to the data transit difficulty. The Analysis of Principal Component, or PCA for a brief notation, is a mathematical approach utilized to lessen the data dimensionality. It extracts the main pattern of a linear system using the factoring matrices technique.  The objectives of this paper are to see how effective PCA is in reducing digital picture features and to investigate the (feature-reduced) images’ quality on comparison with different values of the variance. As per the synthesizing of the initial research, the dimension or size reduction technique through the Analysis of Principal Component typically involves of 4-important steps: (1) picture-data normalizing (2) matrix of the covariance calculating using picture-data. (3) discovering the picture-data projection (with fewer number of features) to a new basis use the Single Value Decomposition technique (SVD) (4) determining the picture-data projection (with fewer number of characteristics) to a new basis. According to testing results, the PCA approach considerably decreases the size of picture data while sustaining the original picture’s fundamental properties. This approach reduced file size by 35.3 percent for the best feature lowered quality. The upload time of picture files through the Internet has substantially improved, particularly for mobile device downloads.
高分辨率的图像与巨大的数据空间相关联,因为图像的每个信息都被排列成二维图像元素的值,每个元素都包含其RGB位的相关值。图片数据的描述给使用Internet分发图片文件带来了挑战。对于互联网用户来说,上传和下载照片所花费的时间一直是他们最关心的问题。高分辨率的图像占用更多的存储空间,而且数据传输困难。主成分分析(简称PCA)是一种用于降低数据维数的数学方法。利用分解矩阵技术提取线性系统的主要模式。本文的目的是了解PCA在减少数字图像特征方面的有效性,并通过与不同方差值的比较来研究(特征减少)图像的质量。根据初步研究的综合,通过主成分分析的降维技术通常涉及4个重要步骤:(1)图像数据归一化(2)使用图像数据计算协方差矩阵。(3)使用单值分解技术(SVD)发现图像数据(特征数量较少)到新基的投影(4)确定图像数据(特征数量较少)到新基的投影。测试结果表明,PCA方法在保持原始图像基本属性的同时,大大减小了图像数据的大小。这种方法减少了35.3%的文件大小,最好的功能降低了质量。通过互联网上传图片文件的时间大大提高,特别是对于移动设备下载。
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引用次数: 0
Effect of quenching treatment on corrosion behavior and mechanical properties of 6061 aluminum alloy 淬火处理对6061铝合金腐蚀行为和力学性能的影响
Pub Date : 2022-08-01 DOI: 10.31185/ejuow.vol10.iss2.285
Dr. Naser Zedin
Aluminum-magnesium-silicon alloys are widely used in wide rage of engineering applications because they have moderate corrosion resistance, excellent formability, and high specific strength. The combined effect of quenching media and aging time on corrosion behavior, mechanical properties, and microstructure of 6061 Al alloy was investigated. Potentiodynamic polarization technique was employed to study the corrosion behavior of 6061 Al alloy in 3.5 %NaCl solution. The microstructure, phases and mechanical properties were examined via optical microscope, XRD and tensile and hardness testers respectively. The results of microstructure and X-ray diffraction analyses showed that the formation of (CuAl2) and (Mg2Si) phases improved the hardness and strength. The mechanical properties and corrosion resistance of treated 6061 Al alloy were progressively increased with increasing aging time.
铝镁硅合金具有中等的耐腐蚀性、优异的成形性和较高的比强度,在工程中得到了广泛的应用。研究了淬火介质和时效时间对6061铝合金腐蚀行为、力学性能和显微组织的综合影响。采用动电位极化技术研究了6061铝合金在3.5% NaCl溶液中的腐蚀行为。通过金相显微镜、x射线衍射仪、拉伸仪、硬度仪等对合金的显微组织、物相及力学性能进行了表征。显微组织和x射线衍射分析结果表明,(CuAl2)和(Mg2Si)相的形成提高了合金的硬度和强度。随着时效时间的延长,处理后的6061铝合金的力学性能和耐蚀性逐渐提高。
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引用次数: 0
Punching Shear Strength of Voided Slab: Literature Review and Evaluation of Design Codes 空心板冲剪强度:文献回顾与设计规范评价
Pub Date : 2022-08-01 DOI: 10.31185/ejuow.vol10.iss2.248
A. Mohammad, A. Al-Bayati
Despite of the economic advantages provided by the voided slabs, their design against punching shear failure, as suggested by the current building codes, are based on the equations derived from tests on flat slabs. Previous tests on voided slabs showed that the punching shear capacity of such slabs are different from that of flat slabs due to the differences in cross-sections. This paper reviews the previous works conducted to investigate the punching shear behavior of voided slabs. In addition, it evaluates the punching shear design provisions of the current building codes using the test results of voided slabs from literature. It was found that the punching shear design equations of the current building codes are inconsistent when they applied to estimate the punching shear capacities of voided slabs
尽管空心板提供了经济上的优势,但根据现行建筑规范,它们的抗冲剪破坏设计是基于从平板试验中得出的方程。以往对空心板的试验表明,由于截面的不同,空心板的冲剪能力与平板不同。本文综述了前人对空心板冲剪特性的研究工作。此外,利用文献中空洞板的试验结果,对现行建筑规范的冲剪设计条款进行了评价。研究发现,现行建筑规范的冲剪设计方程在计算空楼板冲剪承载力时存在不一致的地方
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引用次数: 0
BER Performance for Downlink NOMA 下行NOMA的误码率性能
Pub Date : 2022-08-01 DOI: 10.31185/ejuow.vol10.iss2.267
Tabarek Hussein, Ismael Sharhan Haburi
Non-Orthogonal Multiple Access (NOMA) is a possible multiple access option for the coming generation of wireless communications that has a higher SE and takes advantage of network resource reuse. As a result, academic and industry researchers have recently looked into the error performance and capacity of NOMA schemes. Because of the non-orthogonal nature of NOMA technique, the main disadvantage is users’ interference, which is normally mitigated using interference cancellation techniques such as Successive Interference Cancellation (SIC) at the receivers. In this paper, we investigate the performance of NOMA and the power allocation strategy utilized on BER. We used BASK modulation with Rayleigh fading channel and AWGN channel. The numerical results show that NOMA works well in equal and different distances between users.
非正交多址(NOMA)是下一代无线通信的一种可能的多址选择,它具有更高的SE并利用了网络资源重用的优势。因此,学术界和工业界的研究人员最近对NOMA方案的误差性能和容量进行了研究。由于NOMA技术的非正交特性,其主要缺点是用户的干扰,通常使用干扰抵消技术(如接收器的连续干扰抵消(SIC))来减轻干扰。在本文中,我们研究了NOMA的性能和在误码率上的功率分配策略。我们采用了瑞利衰落信道和AWGN信道的BASK调制。数值结果表明,NOMA算法在用户间等距离和不同距离下均能取得较好的效果。
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引用次数: 0
Drop-Weight Impact Tests on Engineered Cementitious Composites heated to 500 oC 加热至500℃的工程胶凝复合材料的落锤冲击试验
Pub Date : 2022-08-01 DOI: 10.31185/ejuow.vol10.iss2.409
Raad A. Al-Ameri, M. Özakça, Esra Eylem Karataş, M. Tolga Göğüş, A. Hamza Tanrıkulu
Despite that concrete is a fire-resisting construction material, its microstructure suffers significant chemical and physical changes when subjected to temperatures higher than 400 oC. Therefore, the combined effect of unexpected impacts and fire can lead to the collapse of the structure. To evaluate this combined effect, an experimental program was directed in this study using the ACI 544-2R repeated impact test method. Shallow cylindrical specimens with 150 mm diameter and 64 mm depth were prepared to evaluate the cracking and failure impact strengths of normal strength concrete (NC) and engineered cementitious composites (ECC). The ECC mixture was reinforced with 2% of polypropylene fibers. In addition to the impact strength, the compressive and flexural strengths of NC and ECC mixtures were also investigated. The impact, compressive and flexural tests were performed on unheated specimens and others heated to 500 oC to evaluate the residual strengths of NC and ECC mixtures. The results showed that before heating, ECC exhibited a failure impact performance that is approximately 6 times more ductile than that of NC, where the retained failure impact numbers of NC and ECC were 57 and 259 blows, respectively. However, both mixtures lost approximately 95% of their impact strengths after exposure to 500 oC. 
尽管混凝土是一种耐火建筑材料,但当温度高于400℃时,其微观结构会发生显著的化学和物理变化。因此,意外撞击和火灾的共同作用会导致结构的倒塌。为了评估这种综合效应,本研究使用ACI 544-2R重复冲击试验方法指导了一个实验程序。制备了直径为150 mm、深度为64 mm的浅圆柱形试件,对正常强度混凝土(NC)和工程胶凝复合材料(ECC)的开裂和破坏冲击强度进行了评价。在ECC混合料中加入2%的聚丙烯纤维。除冲击强度外,还研究了NC和ECC混合料的抗压和抗折强度。对未加热的试件和加热至500℃的试件进行冲击、压缩和弯曲试验,以评估NC和ECC混合物的残余强度。结果表明,在加热前,ECC的失效冲击性能比NC的延展性高约6倍,其中NC和ECC的保留失效冲击次数分别为57次和259次。然而,两种混合物在暴露于500℃后都损失了大约95%的冲击强度。
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引用次数: 0
Flow Instability of a Liquid Through a Small-Scale Channel During a Flow Evaporation 流动蒸发过程中液体通过小尺度通道的流动不稳定性
Pub Date : 2022-08-01 DOI: 10.31185/ejuow.vol10.iss2.341
A. Al-Waaly, A. S. Hameed, Rusul K. Edam
Finite volume analysis of two-dimensional model has been performed to study of the influence of heat flux and mass flux on two phase heat transfer through microchannel during water flow boiling. The channel dimensions were (5×5××50) m3. The inlet boundary conditions were (1.63, 3.32, 4.9, 6.65, 8.16) . The supplied heat fluxes were 24.8 , 33.2 , 46.13 , 51 and 69  for nucleate boiling while 33.3 , 50 , 66.7 , 83.3 , and 100  for dryout condition. The inlet temperature was 30oC. It was shown that the highest heat transfer coefficient occurs at beginning of onset of nucleate boiling (ONB) after that the it will drop due the changing of the flow patterns. According to supplied heat flux, the patterns were bubble flow, dispersed bubbles, churn flow, annular flow, and then dry out condition occurs. For the mass flux 1.63kg/  the highest heat transfer coefficient was 9.5 kW/  while for the mass flux 8.16 kg/  the highest heat transfer coefficient was 20kW/ . For the mass flux 1.63kg/  the highest value of vapour quality was 0.09  while for the mass flux 8.16 kg/  the highest value was 0.15. There is a sharp pressure drop when starts to nucleate and the highest value occurs at dryout condition. This study gave an understanding of the heat exchange flow behaviour during water boiling through a single microchannel.
通过二维模型的有限体积分析,研究了水流沸腾过程中热流通量和质量通量对微通道两相换热的影响。通道尺寸为(5×5××50) m3。进口边界条件分别为(1.63,3.32,4.9,6.65,8.16)。有核沸腾条件下的热流密度分别为24.8、33.2、46.13、51和69,干燥条件下的热流密度分别为33.3、50、66.7、83.3和100。入口温度为30℃。结果表明,在有核沸腾开始时换热系数最高,之后由于流动方式的改变,换热系数有所下降。根据供给的热流密度,出现气泡流、分散气泡流、搅拌流、环状流,然后出现干燥状态。当质量通量为1.63kg/时,换热系数最高为9.5 kW/;当质量通量为8.16 kg/时,换热系数最高为20kW/。当质量通量为1.63kg/时,水蒸气质量的最大值为0.09;当质量通量为8.16 kg/时,水蒸气质量的最大值为0.15。压降在开始成核时急剧下降,在干燥状态下达到最大值。本研究对水通过单个微通道沸腾时的热交换流动行为进行了了解。
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引用次数: 0
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Wasit Journal of Engineering Sciences
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