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New Steady State Current Error Limiters for PMSM Drives 用于 PMSM 驱动器的新型稳态电流误差限制器
IF 0.9 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-10-04 DOI: 10.35378/gujs.1253423
Hemantha Kumar Ravi, Lenın N C
In permanent magnet synchronous motor drives, d-q current errors are examined using hysteresis controllers. The inverter is switched based on the hysteresis controller responses, to limit current errors, and thereby reducing current ripple. But, due to the faster current dynamic characteristics, switching the current errors within the hysteresis band becomes difficult. This results in d-q current ripples and harmonics. In this paper, two current error-limiting schemes are proposed. In the first scheme, current errors are switched within the band using additional control parameters (dynamic response of q-axis current), to select the control space vector from a switching table. Whereas in the second scheme, a duty ratio regulator is designed to achieve minimum q-axis current error. The proposed works are simulated in MATLAB/Simulink and verified through experimentation. Since the current ripple and harmonics are also reduced, the thermal impact of these performance pa-rameters on the power inverter is also studied.
在永磁同步电机驱动器中,使用磁滞控制器来检测 d-q 电流误差。逆变器根据迟滞控制器的响应进行切换,以限制电流误差,从而降低电流纹波。但是,由于电流动态特性较快,在滞后带内切换电流误差变得十分困难。这将导致 d-q 电流纹波和谐波。本文提出了两种电流误差限制方案。在第一种方案中,使用附加控制参数(q 轴电流的动态响应)在带内切换电流误差,从切换表中选择控制空间矢量。而在第二个方案中,设计了一个占空比调节器,以实现最小的 q 轴电流误差。建议的工作在 MATLAB/Simulink 中进行了模拟,并通过实验进行了验证。由于电流纹波和谐波也降低了,因此还研究了这些性能参数对功率逆变器的热影响。
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引用次数: 0
Shallow Convolutional Neural Network for Gender Classification Based on Hand 基于手的浅卷积神经网络性别分类
Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-09-25 DOI: 10.35378/gujs.1246486
Md. KHALİLUZZAMAN
Gender recognition based on the hand image is used in computer vision for human-computer communication, hand-based authentication, and identification systems. Beside this, gender recognition may be applied for criminal investigations, visual surveillance, and other legal purposes. The traditional manual methods require a lot of time and are susceptible to variable fluctuations. However, for low amounts of data, the deep-learning models are going to be overfitted. In this regard, this work proposes a shallow convolutional neural network (CNN) with a regularization method. Here, different gender recognition models are built to detect the gender individually from dorsal and palmar hand images. For that, the 11K hand dataset is divided into four labels, i.e., men dorsal side, women dorsal side, men palm side, and women palm side. These data have been pre-processed by resizing and scaling. Furthermore, a model is developed for recognizing gender from the real time data. According to the experimental results, the model developed for the dorsal hand images outperforms the other proposed models and the current state-of-the-art.
基于手图像的性别识别在计算机视觉中用于人机通信、基于手的身份验证和身份识别系统。除此之外,性别识别还可用于刑事调查、视觉监视和其他法律目的。传统的手工方法需要大量的时间,并且容易受到可变波动的影响。然而,对于低数据量,深度学习模型将会过度拟合。在这方面,本工作提出了一种正则化方法的浅卷积神经网络(CNN)。本文建立了不同的性别识别模型,分别从手背和掌心图像中检测性别。为此,将11K手数据集分为四个标签,即男性背侧、女性背侧、男性掌侧和女性掌侧。这些数据已经通过调整大小和缩放进行了预处理。在此基础上,建立了基于实时数据的性别识别模型。实验结果表明,针对手背图像开发的模型优于其他已提出的模型和当前最先进的模型。
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引用次数: 0
Characterizations of Filter Convergent in Terms of Ideal 滤波器在理想条件下收敛的特性
Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-09-24 DOI: 10.35378/gujs.967261
Shyamapada MODAK, Kulchhum KHATUN, Jiarul HOQUE
In this paper, convergences of a filter and a net have been characterized through ideal on topological spaces. Furthermore, we characterized the local function in an ideal topological space in terms of convergence of filter. Using Zorn's Lemma, we have found a maximal element in the collection of all proper ideals on a nonempty set which is called maximal ideal. We provide a convenient characterization of maximal ideals. We also consider simple properties of the image of an ideal, a net, and various local functions under a homeomorphism.
本文通过拓扑空间上的理想,刻画了滤波器和网络的收敛性。进一步,我们用滤波器的收敛性对理想拓扑空间中的局部函数进行了刻画。利用佐恩引理,在非空集合上的所有固有理想集合中找到了一个极大元素,称为极大理想。我们提供了极大理想的一个方便的表征。我们还考虑了理想象、网象和同胚下的各种局部函数的简单性质。
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引用次数: 0
Development of a Controlled Released System Based on IPN Types Hydrogel for Cartilage Repair 基于IPN型水凝胶的软骨修复控制释放系统的研制
Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-09-08 DOI: 10.35378/gujs.1295326
Evrim SEVER, Mehlika PULAT
The aim of this study is to develop a controlled Fluconazole and Naproxen releasing system for cartilage repair. A series of interpenetrating polymer network (IPN) type of hydrogels were prepared by using 2-Hydroxyethyl methacrylate (HEMA) and gelatin in different ratios. The hydrogels were synthesized by using ammonium persulfate (APS) and sodium metabisulfite (SBS) as initiator pair and ethylene glycol dimethacrylate (EGDMA) and glutaraldehyde (GA) as cross linkers. The prepared hydrogels were characterized via hydrogel formation and swelling/degradation measurements, Fourier Transform Infrared Spectroscopy (FTIR) and Scanning Electron Microscope (SEM) analysis. From swelling tests, it is observed that semi-IPN hydrogels swell much more than full-IPNs which crosslinked by two agents, EGDMA and GA. The higher ratios of HEMA/gelatin negatively affect swelling values. In general, the IPN hydrogel discs were not affected by the variation of temperature. The release studies of Fluconazole and Naproxen were performed at 37 ⁰C and it is found that the swelling and release profiles were similar to each other. The releases of drugs increase rapidly at first and then complies nearly 36 h-48 h. Because of the looser and porous structure, semi-IPN hydrogels have higher release values than full-IPNs.
本研究的目的是开发一种用于软骨修复的氟康唑和萘普生控制释放系统。以甲基丙烯酸2-羟乙酯(HEMA)和明胶为原料,以不同的配比制备了一系列互穿聚合物网络型水凝胶。以过硫酸铵(APS)和焦亚硫酸钠(SBS)为引发剂,乙二醇二甲基丙烯酸酯(EGDMA)和戊二醛(GA)为交联剂,合成了水凝胶。通过水凝胶形成和溶胀/降解测试、傅里叶红外光谱(FTIR)和扫描电镜(SEM)分析对制备的水凝胶进行了表征。膨胀试验表明,半ipn水凝胶比由EGDMA和GA交联的全ipn水凝胶膨胀大得多。较高的HEMA/明胶比例对溶胀值有不利影响。总的来说,IPN水凝胶盘不受温度变化的影响。氟康唑和萘普生的释放研究在37⁰C进行,发现肿胀和释放曲线彼此相似。在36 h-48 h左右,药物释放先快速增加,然后趋于稳定。由于半ipn水凝胶的结构更疏松、多孔,其释放值高于全ipn水凝胶。
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引用次数: 0
ANN Identification technique and fuzzy PI Control of a Hybrid Indirect Matrix Converter with a Flying Capacitor three level Inverter in Power Active Filtering Application 混合间接矩阵变换器与飞电容三电平逆变器在电力有源滤波中的应用
Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-09-01 DOI: 10.35378/gujs.1001559
Taki Eddine AMEUR, Aissa AMEUR, Benalia ATALLAH
The current paper is concerned with fuzzy controllers employing neural networks to implement control over power electronics systems committed to power quality improvement in a distribution grid. An optimization method technique for tuning fuzzy PI controller gains is introduced to improve a Hybrid Indirect Matrix Converter's control with a flying capacitor three-level inverter (HIMC), and it is connected via an RL filter to the power grid (PG). The harmonics are identified by an Artificial Neural Network (ANN). The effectiveness of this method is shown in the simulation results by MATLAB/Simulink ( Simscap, simpower blocks).
本文主要研究利用神经网络的模糊控制器来实现对配电网中电能质量改善的电力电子系统的控制。介绍了一种模糊PI控制器增益的优化方法,以改善飞电容三电平逆变器(HIMC)的混合间接矩阵变换器的控制,并通过RL滤波器与电网(PG)连接。利用人工神经网络(ANN)识别谐波。通过MATLAB/Simulink (Simscap, simpower blocks)的仿真结果表明了该方法的有效性。
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引用次数: 0
Circular Supply Chain Network Design for E-Commerce 面向电子商务的循环供应链网络设计
Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-09-01 DOI: 10.35378/gujs.1234548
Batuhan KOCAOĞLU, Meliha BULUT
There is a growing attention in circular economy through researchers, enterprises and goverments. The idea of circular economy is not to give any harm to enviroment while using material till end of its life and keeping it as much as possible in the cycle. From this point of view, to keep the material in cycle might be possible with a well-designed logistics infrastructure. In this study, the small and medium size enterprises (SMEs) that make sales through e-commerce and the way of handling e-commerce returns are brought forward. The case study created for footware industry in Istanbul and a network design is proposed. Afterwards, a linear programming is used to calculated to minimize cost. This study gives a clear and simple solution for SMEs to minimize the cost for handling return products while keeping the returns in the cycle.
通过研究人员、企业和政府,循环经济越来越受到重视。循环经济的理念是在使用材料直至其生命周期结束时不给环境造成任何危害,并尽可能地将其留在循环中。从这个角度来看,设计良好的物流基础设施可能会使物料处于循环中。本研究提出了通过电子商务进行销售的中小企业以及电子商务退货的处理方式。以伊斯坦布尔鞋业为例,提出了网络设计方案。然后,采用线性规划的方法进行成本最小化计算。本研究为中小企业提供了一个清晰、简单的解决方案,以最大限度地降低处理退货产品的成本,同时保持退货在周期内。
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引用次数: 0
An Empirical Evaluation of Feature Selection Stability and Classification Accuracy 特征选择稳定性和分类准确性的经验评估
IF 0.9 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-08-28 DOI: 10.35378/gujs.998964
Mustafa Büyükkeçeci̇, M. C. Okur
The performance of inductive learners can be negatively affected by high-dimensional datasets. To address this issue, feature selection methods are used. Selecting relevant features and reducing data dimensions is essential for having accurate machine learning models. Stability is an important criterion in feature selection. Stable feature selection algorithms maintain their feature preferences even when small variations exist in the training set. Studies have emphasized the importance of stable feature selection, particularly in cases where the number of samples is small and the dimensionality is high. In this study, we evaluated the relationship between stability measures, as well as, feature selection stability and classification accuracy, using the Pearson Product-Moment Correlation Coefficient. We conducted an extensive series of experiments using five filter and two wrapper feature selection methods, three classifiers for subset and classification performance evaluation, and eight real-world datasets taken from two different data repositories. We measured the stability of feature selection methods using a total of twelve stability metrics. Based on the results of correlation analyses, we have found that there is a lack of substantial evidence supporting a linear relationship between feature selection stability and classification accuracy. However, a strong positive correlation has been observed among several stability metrics.
归纳学习器的性能可能会受到高维数据集的负面影响。为了解决这个问题,我们使用了特征选择方法。选择相关特征并降低数据维度对于建立精确的机器学习模型至关重要。稳定性是特征选择的一个重要标准。即使训练集中存在微小变化,稳定的特征选择算法也能保持其特征偏好。研究强调了稳定特征选择的重要性,尤其是在样本数量少、维度高的情况下。在本研究中,我们使用皮尔逊积幂相关系数评估了稳定性指标以及特征选择稳定性与分类准确性之间的关系。我们使用五种过滤特征选择方法和两种包装特征选择方法、三种分类器(用于子集和分类性能评估)以及取自两个不同数据存储库的八个真实世界数据集进行了一系列广泛的实验。我们共使用了 12 个稳定性指标来衡量特征选择方法的稳定性。根据相关性分析的结果,我们发现缺乏实质性证据支持特征选择稳定性与分类准确性之间的线性关系。不过,我们观察到多个稳定性指标之间存在很强的正相关性。
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引用次数: 0
Effects of Sub-acute Administration of Onion Waste Quercetin on the Hippocampus of Mice: A Histological Approach 亚急性给药洋葱废槲皮素对小鼠海马的组织学影响
Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-08-26 DOI: 10.35378/gujs.1272285
Nathan DİBAL, Musa SAMAİLA CHİROMA, Martha ATTAH, Sunday MANYE
Quercetin is a flavonoid with a great capability of crossing the blood-brain barrier. It is reported to exert numerous beneficial effects on both animal and human health. The study evaluates the effects of onion waste quercetin (OWQ) on the histology of the hippocampus and dentate gyrus of mice. Twenty mice were assigned into four groups (n=5). The groups were given distilled water, and OWQ at 95mg/kg, 190mg/kg, and 380mg/kg respectively for 28 days. The brain of each mouse was harvested afterward, weighed, and processed for light microscopy. The normal and degenerating cells in the dentate gyrus and hippocampus Cornu Ammonis (CA1 & CA3) were counted. The micrographs of the dentate gyrus showed normal molecular, granular, and polymorphic layers in the control mice, as well as the mice, treated with OWQ with few degenerating cells in the granular layer of OWQ-treated (190mg/kg) mice. The CA3 area of the hippocampus showed normal molecular and polymorphic layers in OWQ-treated mice. However, the granular layer of the mice that received OWQ at 190mg/kg showed numerous degenerating cells. OWQ especially at 95mg/kg was found to significantly increase the number of normal cells in the dentate gyrus and hippocampus (CA1 & CA3) of the brain compared to the control at P< .05. It also significantly decreased degenerating cells compared to the control (P< .05). In conclusion, onion waste quercetin, especially at 95mg/kg was found to maintain the pool of normal cells within the dentate gyrus and hippocampus of mice brain.
槲皮素是一种黄酮类化合物,具有很强的穿越血脑屏障的能力。据报道,它对动物和人类健康都有许多有益的影响。研究了洋葱废槲皮素(OWQ)对小鼠海马和齿状回组织学的影响。将20只小鼠分为4组(n=5)。各组分别给予蒸馏水95mg/kg、190mg/kg、380mg/kg的OWQ,连续28 d。每只老鼠的大脑随后被采集,称重,并进行光学显微镜处理。齿状回和海马的正常细胞和退化细胞(CA1 &计算CA3)。对照小鼠的齿状回显微图显示正常的分子层、颗粒层和多形层,而OWQ (190mg/kg)处理小鼠的齿状回颗粒层中变性细胞较少。owq处理小鼠海马CA3区显示正常的分子层和多态层。然而,给药剂量为190mg/kg的小鼠颗粒层出现大量变性细胞。特别是95mg/kg的OWQ显著增加了齿状回和海马(CA1 &脑CA3)与对照组相比;. 05。与对照组相比,它还显著减少了退化细胞(P<. 05)。综上所述,洋葱废槲皮素可维持小鼠脑齿状回和海马内的正常细胞池,特别是在95mg/kg时。
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引用次数: 0
Integration of Daylight Use and Analysis in Double Skin Facades: A Literature Review 双层幕墙的日光利用与分析一体化:文献综述
IF 0.9 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-08-04 DOI: 10.35378/gujs.1243933
Mustafa Serhan Ünlütürk, Tuğçe Kazanasmaz
Double skin facades (DSF) aim to save energy reducing the heat losses in buildings. They are visually appeal while allowing to use daylight efficiently. Such facade systems can reduce glare and distribute daylight evenly in the interior when compared to conventional facade systems. That is a result of cavities between two glass facades and locating sunshading elements in them, although this system provides a high level of transparency. As their primary purpose of application is to ensure thermal performance and ventilation, most studies in literature have focused on these. However, to construct and maintain a holistic point of view in building performance, researchers and professionals need to take into account the integration of daylight use and analysis in such facades. This study aims to analyse daylight performance implemented studies in relation to these systems and presents a comprehensive and recent review on integration of daylight use and analysis. Recent studies are shown in tabulated form and interpreted in detail with graphics. considering their methodologies, daylight parameters and findings. Results show that the daylight parameter is one of the most important issues that architects or designers should consider from the moment they start the design, and they should make their designs based on the optimum penetration of daylight into the building. This review can contribute to literature in calling attention to daylight studies in DSF. It provides feedback information on how recent researches and technological developments in DSF can let them benefit from daylight more efficiently. That makes more and further improvements in such facade system design. Thus, DSF helps to build an integrated building performance approach in achieving sustainability.
双层外墙(DSF)旨在节约能源,减少建筑物的热量损失。双层外墙在有效利用日光的同时,还具有视觉吸引力。与传统外墙系统相比,这种外墙系统可以减少眩光,使日光在室内均匀分布。虽然这种系统具有很高的透明度,但由于在两块玻璃外墙之间留有空腔,并在空腔中安装了遮阳元件,因此可以减少眩光。由于其主要应用目的是确保热性能和通风,因此大多数文献研究都集中在这些方面。然而,为了构建和保持建筑性能的整体观点,研究人员和专业人员需要考虑在此类外墙中整合日光利用和分析。本研究旨在分析与这些系统相关的日光性能实施研究,并对日光利用和分析的整合进行全面的最新回顾。最近的研究以表格形式显示,并通过图表详细解读了研究方法、日光参数和研究结果。结果表明,日光参数是建筑师或设计师在开始设计时就应考虑的最重要问题之一,他们应根据日光对建筑物的最佳渗透率进行设计。本综述有助于唤起人们对 DSF 中日光研究的关注。它提供了反馈信息,说明最近在 DSF 方面的研究和技术发展如何使它们更有效地受益于日光。这将进一步改进此类外墙系统的设计。因此,DSF 有助于在实现可持续发展的过程中建立综合的建筑性能方法。
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引用次数: 0
Head-to-Tail Cyclization of α-Conotoxin TxID Leads to Enhanced Stability in Serum α- concontoxin TxID的首尾环化导致血清稳定性增强
IF 0.9 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2023-07-25 DOI: 10.35378/gujs.1263833
Nurcan BİÇEN KARAKOÇ, Muharrem Akcan
Peptide biomolecules have important bioactivities and hence their use in drug design and development studies has increased in recent years. Conotoxins are natural peptides that obtained from cone snail venoms and have the potential to be used for chronic pain treatment, Parkinson's disease, schizophrenia, obesity and cancer due to their effects on the nervous system. However, their use as medicines has been limited as they can be easily broken down by many proteolytic enzymes in the body. Several modification methods are used to overcome these disadvantages. Cyclization of the peptide backbone is one such method and has been used to stabilize various linear peptides. In this study, the N- and C-termini of α-conotoxin TxID with two disulfide bridges were joined using a six amino acid long GGAAGG linker peptide chain to cyclize the peptide backbone and the serum stability of the cyclized peptide was examined. The cyclic TxID peptide remained intact about 50% in human serum after 24 hours.
肽生物分子具有重要的生物活性,因此近年来在药物设计和开发研究中的应用有所增加。锥螺毒素是从锥螺毒素中获得的天然肽,由于其对神经系统的影响,有可能用于慢性疼痛治疗、帕金森病、精神分裂症、肥胖和癌症。然而,它们作为药物的用途受到限制,因为它们很容易被体内的许多蛋白水解酶分解。使用了几种修改方法来克服这些缺点。肽骨架的环化就是这样一种方法,并且已经用于稳定各种线性肽。在本研究中,使用六个氨基酸长的GGAAGG连接肽链将具有两个二硫键的α-芋螺毒素TxID的N端和C端连接起来,使肽主链环化,并检测环化肽的血清稳定性。24小时后,环状TxID肽在人血清中保持约50%的完整性。
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引用次数: 0
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gazi university journal of science
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