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Design, Implementation, and Evaluation of an Automated Liquid Dispensing Machine 自动液体点胶机的设计、实现和评估
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-04-04 DOI: 10.35378/gujs.1159197
M. Arowolo, A. Adekunle, O. Martins
The metering of industrial manufacturing liquids is constantly being updated. Using an automated system, metered dispense can now be more accurate to its theoretical value. This system can help reduce the difference between the theoretical and metered volumes in manufacturing applications. This paper describes an automated liquid dispensing machine that uses an AT Mega 328 microcontroller to control the metered volume to the program set-point. The machine's design and implementation include hardware systems assembled from various modules with various functions, such as a microcomputer, power supply, liquid level detection, liquid discharge, conveyor and container detection, and LCD modules. The data collected by the liquid level detection module is analyzed when the system is started to determine the liquid level in the tank. A user loads empty containers onto the conveyor, which are then transferred to the discharge point. The machine calculates the equivalent time in seconds to open the discharge solenoid valve via its control relay and dispense the desired volume based on the user set-point. The experiment performed on the machine with water as the test liquid revealed that the automated dispensing machine's maximum time permissible is 35 s, which corresponds to an equivalent volume of approximately 700 ml of water. Experiments were conducted to compare the theoretical time required to obtain a specified volume to the time required for the machine to dispense the same volume. The results showed that the machine's accuracy is approximately 97.87 %. Therefore, the machine can be used in beverage manufacturing companies, pharmaceutical industries, and laboratories to dispense and fill specified fluids that meet the machine's specifications.
工业制造液体的计量不断更新。使用自动化系统,计量配药现在可以更准确地达到其理论值。该系统可以帮助减少制造应用中理论和计量体积之间的差异。本文介绍了一种自动液体点胶机,该点胶机使用AT Mega 328微控制器控制计量体积到程序设定值。机器的设计和实现包括由各种功能模块组成的硬件系统,如微电脑、电源、液位检测、出液、输送和容器检测,以及LCD模块。在系统启动时,对液位检测模块采集的数据进行分析,确定罐内液位。用户将空容器装载到传送带上,然后将其转移到卸货点。机器通过其控制继电器计算以秒为单位的等效时间打开放电电磁阀,并根据用户设定点分配所需的体积。以水为测试液在机器上进行实验,自动点胶机的最大允许时间为35s,相当于约700ml水的当量体积。进行了实验,以比较获得指定体积所需的理论时间和机器分配相同体积所需的时间。结果表明,该机器的准确率约为97.87%。因此,该机器可用于饮料制造公司,制药行业和实验室,以分配和填充符合机器规格的指定流体。
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引用次数: 0
A comparative study on the generalized spherical fuzzy Einstein aggregation operators 广义球面模糊爱因斯坦聚集算子的比较研究
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-04-01 DOI: 10.35378/gujs.937205
E. Güner, H. Aygün
In this study, we first define some induced generalized spherical fuzzy Einstein aggregation operators such as generalized spherical fuzzy ordered Einstein weighted averaging (GSEOWA), generalized spherical fuzzy hybrid Einstein weighted averaging (GSEHWA), generalized spherical fuzzy ordered Einstein weighted geometric (GSEOWG), and generalized spherical fuzzy hybrid Einstein weighted geometric (GSEHWG) operators. Then, we establish a model for these aggregation operators to solve the multiple attribute group decision-making problems and also we give an illustrative example. Finally, we compare the results given by all defined generalized spherical fuzzy Einstein aggregation operators within the decision-making process.
在本研究中,我们首先定义了一些诱导的广义球面模糊Einstein聚合算子,如广义球面模糊有序Einstein加权平均(GSEOWA)、广义球面模糊混合Einstein权重平均(GSEHWA)、,以及广义球面模糊混合Einstein加权几何算子。然后,我们建立了这些聚合算子的模型来解决多属性群决策问题,并给出了一个示例。最后,我们比较了所有定义的广义球面模糊Einstein聚集算子在决策过程中给出的结果。
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引用次数: 0
ANN and RSM Modelling and Optimization of Paraffins and Aromatics in Crude Oil Distillation Products’ Properties in Iraq 伊拉克原油蒸馏产品性质中石蜡和芳烃的ANN和RSM建模与优化
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-30 DOI: 10.35378/gujs.1143087
J. Yamin, Eman Sheet, Ayad ِAL JUBORİ
Back-Propagation neural networks, as well as RSM-DOE techniques, were used to predict the properties of various compositions of Iraqi oil, were presented in this study. Paraffin’s and Aromatics’ effect on petroleum properties, e.g., yield, density, calorific value, and other essential properties, were studied. The input-output data to the neural networks were obtained from existing local refineries in Iraq. Several network architectures were tried, and the networks that best simulate the hydrocracking process were retained. The predictions of the prepared neural networks have been cross-validated against data not initially used in the training process. The networks compared well against this new set of data, with an average per cent error always less than 5 for the various products of the hydrocracking unit.
本研究介绍了反向传播神经网络以及RSM-DEA技术,用于预测伊拉克石油各种成分的性质。研究了石蜡和芳烃对石油性质的影响,如产量、密度、热值和其他基本性质。神经网络的输入输出数据是从伊拉克现有的当地炼油厂获得的。尝试了几种网络结构,并保留了最能模拟加氢裂化过程的网络。准备好的神经网络的预测已经与训练过程中最初未使用的数据进行了交叉验证。这些网络与这组新数据进行了很好的比较,加氢裂化装置的各种产品的平均误差总是小于5。
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引用次数: 0
Investigation of Genes and Their Interactions in Liver Diseases Using Bioinformatics Algorithms 应用生物信息学算法研究肝病中的基因及其相互作用
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-20 DOI: 10.35378/gujs.1182561
Saliha Acar, Gıyasettin Özcan, E. Gülbandilar
In this study, we considered progression of liver diseases. Particularly we considered Hepatocellular Carcinoma Cancer, HCC, whose patients have low survival rates. For this purpose, we researched molecular structures and protein interactions involved in the initiation and progression of HCC. We exploited microarray data samples and their gene expression profiles from literature. During analysis, we implemented statistical data analysis techniques and looked for Differentially Expressed Genes during the initiation and progression of HCC. As a result of this analysis we found 12 hub genes, where 3 of them (ANLN, TOP2A and ASPM) were upregulated and the others (CXCL14, LINC01093, OIT3, CLEC4G, THRSP, APOF, CLTRN and FCN3) were downregulated. By performing Gene Ontology Analysis, we classified genes with increased or decreased expressions in terms of cellular component, biological process, and molecular function. Subsequently, we executed protein-protein interaction network analysis and found important interactions between the hub genes. Results of data analysis concluded that these 12 genes and their interactions play a key role in the initiation and progression of significant liver diseases and can be used as a potential biomarker for disease progression. Furthermore, gene feature analysis showed that it is becoming more difficult to compensate functional deficiencies of the proteins encoded by these genes during biological processes. In particular, Gene Ontology Analysis denoted that TOP2A gene associates with many of the biological pathways and a change in the expression of this gene can cause decent problems in many cellular functions.
在这项研究中,我们考虑了肝脏疾病的进展。我们特别考虑了肝癌癌症,HCC,其患者的存活率较低。为此,我们研究了参与HCC发生和发展的分子结构和蛋白质相互作用。我们利用了文献中的微阵列数据样本及其基因表达谱。在分析过程中,我们采用了统计数据分析技术,并在HCC的发生和发展过程中寻找差异表达基因。作为该分析的结果,我们发现了12个枢纽基因,其中3个(ANLN、TOP2A和ASPM)上调,其他基因(CXCL14、LINC01093、OIT3、CLEC4G、THRSP、APOF、CLTRN和FCN3)下调。通过进行基因本体论分析,我们根据细胞成分、生物过程和分子功能对表达增加或减少的基因进行了分类。随后,我们进行了蛋白质-蛋白质相互作用网络分析,发现了中枢基因之间的重要相互作用。数据分析结果表明,这12个基因及其相互作用在重大肝病的发生和发展中发挥着关键作用,可作为疾病进展的潜在生物标志物。此外,基因特征分析表明,在生物过程中,补偿这些基因编码的蛋白质的功能缺陷变得越来越困难。特别是,基因本体论分析表明,TOP2A基因与许多生物途径有关,该基因表达的变化可能会导致许多细胞功能出现严重问题。
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引用次数: 0
Small Size Broadband Printed Antenna for 5G Applications Covering 28 GHz / 38 GHz and 60 GHz Bands 适用于5G应用的小型宽带印刷天线,覆盖28 GHz/38 GHz和60 GHz频带
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-18 DOI: 10.35378/gujs.1178594
Gazi University, Vijay Sharma, N. Mishra, Atul Agarwal, N. Gupta
This work offers the radiation insight of a compact modified monopole rectangular printed antenna suitable for 5G applications. A Double copper cladded RT Duroid 5880 material sheet with dimensions 4.4×5.0×0.5mm3 is chosen as the base substrate in the offered design with a loss tangent of 0.004 and a dielectric constant of 2.2. In the provided strategy lower-left corner of a rectangular printed antenna is made in the form of a smooth circular curve. After extensive simulation, a circular slot with an elliptical patch is incorporated into this monopole antenna. The designed antenna parameters are adjusted to cover the impedance bandwidth from 21.7 GHz to more than 70.0 GHz. Three resonances at 28.0 GHz, 38.1 GHz and 60.2 GHz were observed in three bands allocated for 5G communication applications. The efficiency and gain values found sustained in the entire bandwidth range. Stable and desired radiation patterns at all three resonant frequencies 28/38/60 GHz prove the suitability of this antenna for recent 5G applications.
这项工作提供了适用于5G应用的紧凑型改良单极矩形印刷天线的辐射见解。在所提供的设计中,选择尺寸为4.4×5.0×0.5mm3的双铜包覆RT Duroid 5880材料片作为基底,损耗角正切为0.004,介电常数为2.2。在所提供的策略中,矩形印刷天线的左下角被制成平滑圆形曲线的形式。经过广泛的模拟,在单极天线中加入了一个带有椭圆贴片的圆形缝隙。对设计的天线参数进行了调整,以覆盖从21.7 GHz到70.0 GHz以上的阻抗带宽。在分配给5G通信应用的三个频带中,观察到28.0 GHz、38.1 GHz和60.2 GHz的三个谐振。发现在整个带宽范围内保持的效率和增益值。在所有三个谐振频率28/38/60GHz下的稳定和期望的辐射方向图证明了该天线适用于最近的5G应用。
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引用次数: 0
Hybrid Technology for Water Heating Applications: A Review 水加热混合技术的应用综述
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-17 DOI: 10.35378/gujs.1192114
A. Okubanjo, G. Ofualagba, P. Oshevi̇re
The global energy deficit is currently a critical issue in the energy sector. As a result, the rising energy demand increases the consumption of conventional fossil fuels, contributing to the climate crisis and greenhouse gas emissions. Therefore, the over-reliance on fossil-fuel-based energy necessitates the development of a sustainable energy system to meet the lingering heat demand. Hence, renewable energy and efficient hybrid water heating technologies are viable options for achieving net-zero energy. The economic benefits of these hybrid technologies offer a promising prospect for widespread adoption in increasing hot water production in developing countries. These hybrid technologies are becoming increasingly popular for domestic thermal applications in remote areas to compensate for energy shortages. The paper aims to provide an overview of hybrid renewable water heating technologies, focusing on hybrid configurations, optimization techniques, mono-particle, and hybrid nanofluids and modelling. This paper also highlights the prospects of increasing such systems' economic attractiveness and public adoption.
全球能源赤字目前是能源部门的一个关键问题。因此,不断增长的能源需求增加了传统化石燃料的消耗,加剧了气候危机和温室气体排放。因此,过度依赖化石燃料能源需要开发可持续的能源系统来满足挥之不去的热量需求。因此,可再生能源和高效混合水加热技术是实现净零能源的可行选择。这些混合技术的经济效益为发展中国家增加热水产量提供了广泛采用的前景。这些混合技术在偏远地区的家用热力应用中越来越受欢迎,以弥补能源短缺。本文旨在概述混合可再生水加热技术,重点介绍混合配置、优化技术、单颗粒和混合纳米流体以及建模。本文还强调了提高此类系统的经济吸引力和公众采用率的前景。
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引用次数: 1
Estimation Study of Multicomponent Stress-Strength Reliability Using Advanced Sampling Approach 基于先进抽样方法的多分量应力-强度可靠性估计研究
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-09 DOI: 10.35378/gujs.1132770
A. Hassan, Rasha S. Elshaarawy, H. Nagy
In this study, we analyze a multicomponent system with v independent and identical strength components X1, …, Xv and each of these components is exposed to a common random stress Y. The system is considered to be operating only if at least u out of v (1 u  v) strength variables exceeds the random stress. The estimate of system reliability is investigated, assuming strength and stress random variables follow the exponentiated exponential distribution with different shape parameters. The maximum likelihood estimator for system reliability is derived from ranked set sampling (RSS), neoteric RSS (NRSS) and median RSS (MRSS). Some accuracy measurements, such as mean squared errors and efficiencies, are used to examine the behaviour of various estimators. Simulation studies demonstrate that the NRSS scheme's reliability estimates are chosen above those of the RSS and MRSS schemes in the majority of situations. Theoretical research is explained through real data analysis
在本研究中,我们分析了一个多组件系统,该系统具有v个独立且相同的强度组件X1,…,Xv,并且这些组件中的每个组件都暴露于共同的随机应力y。只有当v(1uv)强度变量中至少有u超过随机应力时,系统才被认为是运行的。假设强度和应力随机变量在不同形状参数下服从指数分布,研究了系统可靠性的估计。系统可靠性的最大似然估计是由排序集抽样(RSS)、新近抽样(NRSS)和中位数抽样(MRSS)得到的。一些精度测量,如均方误差和效率,用于检查各种估计器的行为。仿真研究表明,在大多数情况下,NRSS方案的可靠性估计优于RSS和MRSS方案。通过实际数据分析说明理论研究
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引用次数: 1
Detection of Bovine Species on Image Using Machine Learning Classifiers 利用机器学习分类器检测图像上的牛种
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-06 DOI: 10.35378/gujs.1203685
Ali Tezcan Sarizeybek, A. Işık
There are too many cattle in the world and too many breeds of cattle. For someone who is new to cattle breeding, it may be difficult to tell which species their cattle are. In some cases, an experienced person may not understand the breeds of two cattle that are similar in appearance. In this study, the aim is to classify the cattle species with image processing methods and mobile applications written in Flutter and TensorFlow Lite. For classifying breeds, The VGG-16 algorithm was used for feature extraction. XGBoost and Random Forest algorithms were used for classification and the combined versions of the two methods were compared. In addition, SMOTE algorithm and image augmentation algorithms were used to prevent the imbalance of the dataset, the performance results of the combined versions of the two methods were compared. Images of different cattle species from different farms were obtained and the dataset was prepared, then trained image classification models and tested the trained models. As a result of performance tests, it’s obtained that the best model is VGG16+Random Forest+SMOTE+Augmentation with 88.77% accuracy result for this study. In the mobile application, first the cattle is detected with a pre-trained object detection model, and then the breed classification of the cattle on the image is made with image classification model.
世界上的牛太多了,牛的品种也太多了。对于刚开始养牛的人来说,可能很难分辨他们的牛是哪个品种。在某些情况下,一个有经验的人可能无法理解外表相似的两只牛的品种。在这项研究中,目的是用图像处理方法和用Flutter和TensorFlow Lite编写的移动应用程序对牛进行分类。品种分类采用VGG-16算法进行特征提取。使用XGBoost和Random Forest算法进行分类,并比较两种方法的组合版本。此外,采用SMOTE算法和图像增强算法防止数据集的不平衡,比较了两种方法组合版本的性能结果。获取不同养殖场不同牛种的图像,建立数据集,训练图像分类模型,并对训练好的模型进行测试。通过性能测试,得出本研究的最佳模型为VGG16+Random Forest+SMOTE+Augmentation,准确率为88.77%。在移动应用中,首先使用预训练的目标检测模型对牛进行检测,然后使用图像分类模型对图像上的牛进行品种分类。
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引用次数: 0
Voltage Dependent Profiles of the Surface States and Series Resistance (Rs) in the Al-(Cd:ZnO)-pSi Schottky Diodes (SDs) Utilizing Voltage-Current (IV) Characteristics 利用电压-电流(IV)特性的Al-(Cd:ZnO)-pSi肖特基二极管(SD)表面态和串联电阻(Rs)的电压相关分布
IF 0.9 Q2 Multidisciplinary Pub Date : 2023-03-03 DOI: 10.35378/gujs.1218206
Neslihan Delen, I. Tasçioglu, S. ALTINDAL YERİŞKİN, A. Özbay
In this work, the main electronic parameters of the performed Al-(CdxZn1-xO)-pSi Metal/İnterface-layer/Semiconductor (MIS) type Schotty Diodes (SDs) have been investigated by utilizing IV characteristics at 300 K. The (CdxZn1-xO) interfacial layer was enlarged on the pSi wafer by utilizing sol-gel technique. Ideality-factor(n), potential barrier Фbo, Rs, shunt resistances (Rsh) and rectification rate (RR) (Iforward/Ireverse) values have been calculated based on thermionic emission (TE) theory and Cheung function between -5V and 5V and they changed for 0.1, 0.2, and 0.3 Cd doped interfacial layer. Energy-dependent profiles of them were also extracted from the forward bias IV data and their magnitude was found as 1012eV-1.cm-2 order which are very appropriate for the MIS type SD. The values of n, barrier height (BH), Фbo, and RR were changed from the 4.347, 0.582 eV, 5.74x103 to 5.293, 0.607 eV, 2.83x106, These results show that electronic parameters of these SDs are strong function of voltage, calculated method, and the dopand rate of Cadminium (Cd) interfacial layer and the best one rate is the 30% Cd:ZnO. Thus such an interfacial layer may be used instead of traditional insulator layers and increase the quality of Metal/Semiconductor (MS) type SDs. .
本工作利用300K下的IV特性研究了所制备的Al-(CdxZn1-xO)-pSi金属/界面层/半导体(MIS)型肖特基二极管(SD)的主要电子参数。根据热离子发射(TE)理论和Cheung函数,计算了理想因子(n)、势垒Фbo、Rs、分流电阻(Rsh)和整流率(RR)(Iforward/Ireverse)在-5V和5V之间的值,并对0.1、0.2和0.3Cd掺杂的界面层进行了改变。从正向偏压IV数据中提取了它们的能量依赖性轮廓,发现它们的大小为1012eV-1.cm-2级,这非常适合MIS类型SD。n、势垒高度(BH)、Фbo和RR的值从4.347、0.582eV、5.74x103变为5.293、0.607eV、2.83x106,这些结果表明,这些SDs的电子参数与电压、计算方法和镉界面层的掺杂率有很强的函数关系,其中最佳掺杂率为30%Cd:ZnO。因此,可以使用这种界面层来代替传统的绝缘体层,并提高金属/半导体(MS)型SD的质量。
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引用次数: 1
On Quaternions with Higher Order Jacobsthal Numbers Components 具有高阶jacobthal数分量的四元数
Q2 Multidisciplinary Pub Date : 2023-03-01 DOI: 10.35378/gujs.1002454
Engin ÖZKAN, Mine UYSAL
In this study, we present higher order Jacobsthal numbers. Then we define higher order Jacobsthal quaternions by using higher order Jacobsthal numbers. We give the concept of the norm and conjugate for these quaternions. We express and prove some propositions related to these quaternions. Also, we find the recurrence relation, the Binet formula and the generating function for these quaternions. Finally, we calculate Cassini, Catalan, Vajda and d’Ocagne identities for higher order Jacobsthal quaternions.
在本研究中,我们提出了高阶jacobthal数。然后用高阶雅各布数定义了高阶雅各布四元数。我们给出了这些四元数的范数和共轭的概念。我们表达并证明了与这些四元数有关的一些命题。并给出了这些四元数的递推关系、Binet公式和生成函数。最后,我们计算了高阶jacobthal四元数的Cassini, Catalan, Vajda和d 'Ocagne恒等式。
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引用次数: 1
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gazi university journal of science
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