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COMPARISON OF INNOVATIVE TREND ANALYSIS METHODS FOR HYDROMETEOROLOGICAL PARAMETERS IN THE KARASU SUB-BASIN 卡拉苏次流域水文气象参数趋势分析创新方法比较
Pub Date : 2023-07-22 DOI: 10.36306/konjes.1291179
Cihangir Köyceği̇z, Meral Büyükyildiz
Türkiye, which has a complex climate structure, is shown among the countries that will be most affected by climate change with the effect of global warming. These effects will differ in different regions due to their topographic structure, location, and orographic characteristics. Trend analyzes are used to determine the direction and magnitude of this variability. In this study, trend analysis was carried out by using hydrometeorological data obtained from streamflow and meteorology stations located in the Karasu Sub-Basin located in the Euphrates-Tigris Basin. Three innovative trend methods, namely the Şen-Innovative Trend Analysis, Onyutha Trend Test, Combination of Wilcoxon Test and Scatter Diagram trend tests, were used together with the classical Mann-Kendall method in the monthly scale analysis of hydrometeorological data of the 1979-2020 period. Both graphical and statistical trend analysis can be done with innovative methods. The results obtained in the study, in which trend analyses were evaluated at the α=0.05 significance level, reveal significant and insignificant decreasing trends in the parameters of mean streamflow, maximum precipitation, total precipitation, mean and minimum relative humidity. Significant and insignificant increasing trends were determined in the maximum, minimum, and mean temperature, maximum relative humidity, and mean wind speed data. The trends obtained in the methods used in general are consistent with each other. The findings of this study could lead to a better knowledge of the region's hydrology and contribute sustainable water management. The trend analysis methods used in the study are thought to be quite helpful in the analysis of hydro-meteorological time series.
由于全球变暖的影响,受气候变化影响最严重的国家之一是气候结构复杂的挪威。由于地形结构、地理位置和地形特征的不同,这些影响在不同的地区会有所不同。趋势分析用于确定这种变化的方向和幅度。本研究利用位于幼发拉底河流域的卡拉苏次流域的径流和气象站的水文气象资料进行趋势分析。将Şen-Innovative趋势分析、Onyutha趋势检验、Wilcoxon检验和散点图趋势检验相结合的趋势分析方法与经典Mann-Kendall方法结合,对1979-2020年水文气象资料进行月尺度分析。图形和统计趋势分析都可以用创新的方法来完成。在α=0.05显著性水平上进行趋势分析的结果显示,平均流量、最大降水量、总降水量、平均相对湿度和最小相对湿度等参数均有显著或不显著的下降趋势。最高、最低、平均温度、最大相对湿度和平均风速均有显著或不显著的增加趋势。用一般方法得到的趋势是一致的。这项研究的发现可以使人们更好地了解该地区的水文,并有助于可持续的水管理。研究中使用的趋势分析方法对水文气象时间序列的分析有很大的帮助。
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引用次数: 0
THE EMPIRICAL STABILITY EVALUATION OF THE KÖRÜKINI CAVE, DEREBUCAK, KONYA kÖrÜkini cave, derebucak, konya的经验稳定性评价
Pub Date : 2023-07-21 DOI: 10.36306/konjes.1326824
A. F. Bayram, Naji Alqubali̇
Located 145 km away from Konya, the Körükini cave is one of the most important caves of the Derebucak area. In this study, it is aimed to evaluate the stability of the Körükini cave. For this purpose, we conducted geological field trips, took block samples and made in-situ field tests. Following these steps, we applied laboratory tests to determine physico-mechanical properties on rock samples taken from the cave.Based on the RMR, GSI, Q, RMi classification, rock mass values were determined for the Körükini Cave. Thus, average RMR is 60, average Q is 8.2, average GSI is 75 and average RMi 11.64. the obtained data show that the Körükini Cave is unstable in all locations according to empirical stability evaluation. Thus, support (e.g. systematic bolting, fibre reinforced shotcrete and bolting, and fibre reinforced shotcrete and bolting) is needed for the Körükini Cave.
Körükini洞穴距离科尼亚145公里,是Derebucak地区最重要的洞穴之一。在本研究中,旨在评价Körükini洞穴的稳定性。为此,我们进行了地质实地考察,采集了块体样品,并进行了现场测试。按照这些步骤,我们应用实验室测试来确定从洞穴中采集的岩石样本的物理力学特性。基于RMR、GSI、Q、RMi分类,确定了Körükini洞的岩体值。因此,平均RMR为60,平均Q为8.2,平均GSI为75,平均RMi为11.64。所得数据表明,根据经验稳定性评价,Körükini溶洞各部位均不稳定。因此,Körükini洞需要支护(如系统锚固、纤维喷射混凝土和锚固、纤维喷射混凝土和锚固)。
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引用次数: 0
NEW METRIC FOR THE CALCULATION OF SENSITIVITY ANALYSIS INDEX OF FLEXIBLE PAVEMENT USING MECHANISTIC-EMPIRICAL APPROACH, TURKEY-CASE STUDY 用力学-经验方法计算柔性路面敏感性分析指标的新度量,土耳其-实例研究
Pub Date : 2023-07-18 DOI: 10.36306/konjes.1303333
Saadoon Obaid Eyada, O. Çelik, Nibras Y. Abdulla
The application of new Mechanistic-Empirical Pavement Design Method (M-EDM) in Turkey needs a huge data about the materials properties under specific climate and traffic conditions. Sensitivity Analysis (SA) can reduce time, effort and cost required for the determination and collection of this data. One-At-a-Time (OAT) SA was conducted using different Quantitative and Qualitative methods. Graphical, Normalized Sensitivity Index NSI and Distance Sensitivity Index DSI were used to determine the most sensitive factors (property). DSI was used for the first time in this study to conduct SA for both continuous and categorical parameters using one equation. Two climate regions, three traffic categories and different types of asphalt were used. MnPave software was used to conduct Mechanistic-Empirical analysis. The results were important and many conclusions and recommendations were reported.
新的机械-经验路面设计方法(M-EDM)在土耳其的应用需要大量的材料在特定气候和交通条件下的性能数据。敏感性分析(SA)可以减少确定和收集这些数据所需的时间、精力和成本。一次性(One-At-a-Time, OAT) SA采用了不同的定量和定性方法。采用图形化、归一化敏感性指数NSI和距离敏感性指数DSI来确定最敏感的因素(属性)。本研究首次使用DSI对连续参数和分类参数使用一个方程进行SA。使用了两个气候区、三种交通类别和不同类型的沥青。采用MnPave软件进行力学-实证分析。研究结果很重要,报告了许多结论和建议。
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引用次数: 0
Determination of District Routes of Municipal Buses for YHT Station with MCDM: The Case of Kirikkale Province 基于MCDM的YHT站市政公交车区域路线的确定——以基里卡莱省为例
Pub Date : 2023-07-13 DOI: 10.36306/konjes.1131214
Buse Bayram, Mert Kara, Rabia Yumuşak, Ahmet Cürebal, Tamer Eren
Günümüzde artan nüfusla birlikte bireysel araç sayısı ve dolayısıyla trafik yoğunluğu da her geçen gün artmaktadır. Hem şehir içi hem de şehirlerarası trafik yoğunluğunu azaltmaya yönelik olarak çalışmalar yapılmakta olup, şehirleri daha hızlı ve ekonomik bir şekilde birbirlerine bağlayan yüksek hızlı tren (YHT) projesi bunlardan biridir. Kırıkkale ilinde YHT istasyonunun kurulacak olması, efektif ilçe bağlantıları yapılarak daha fazla insanın kolay bir şekilde YHT hizmetini kullanması trafik yoğunluğu sorununa büyük etki edecektir. Bu bağlamda belediye otobüslerinin YHT istasyonu için ilçe bağlantılarının sağlanmasında Çok Kriterli Karar Verme (ÇKKV) yöntemlerinden AHP (Analytic Hierarchy Process), TOPSIS (Technique for Order Preference by Similarity to An Ideal Solution) ve PROMETHEE (The Preference Ranking Organization Method for Enrichment Evaluation) entegre şekilde kullanılmıştır. Yöntem sonuçları karşılaştırıldığında Kırıkkale Üniversitesi – Osmangazi hattı için 2. güzergâhın seçildiği görülmekte olup, diğer ilçeler için de alternatif güzergâhların sıralamaları elde edilmiştir. Çalışma, Kırıkkale’de açılacak YHT durağı ile ilçelerin ve binlerce öğrencisi bulunan üniversitenin bağlantısını sağlamakta olduğundan, il bazında yapılmış en kapsamlı çalışma özelliğini taşımasının yanı sıra YHT için güzergâh belirleme çalışması olarak da literatüre önemli bir katkı sağlamaktadır.
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引用次数: 0
OPTIMAL LOCATION OF ACTION POTENTIAL GENERATION BASED ON ACTIVATION FUNCTION USING COMPUTATIONAL MODELLING 基于激活函数的动作电位生成最优位置的计算建模
Pub Date : 2023-07-05 DOI: 10.36306/konjes.1240153
E. Salkim
Transcutaneous electrical nerve stimulation is used to elevate health-related disorders. This technology is now an important therapeutic system for medical science. In this system, the electrical current pulse is applied over the skin through the inner layers via electrodes to activate excitable tissue layers. Activating other excitable tissue layers may cause discomfort. Thus, it is vital to design electrode configuration arrangements to activate the target anatomical layers without affecting the neighboring ones. A device for primary headaches showed mixed results. This may be related to the electrode position that requires higher stimulus current levels to activate target nerve fibers. This may stimulate neighboring nerve fibers which resulted in the discomfort of patients. A feasible solution is to identify the optimal electrode configuration based on the activation function which is the second derivative of the electric potential along an axon. This may guide to estimate of the possibility of action potential generation on the neural tissue layer using a specified electrode arrangement. In this study, the multilayered human head was developed based on MRI data set using pre and post-processing. Then multi-electrode arrangements were developed to examine the possible nerve activation location. Results showed that the nerve fibers were activated at the same location of the trajectory for the anodal and cathodal stimulation. This may be proof that the activation function can be used to define the optimal location of nerve activation. This may lead to lower thresholds for similar therapeutic benefits in transcutaneous electrical nerve stimulation with decreased power consumption.
经皮神经电刺激被用来提高与健康相关的疾病。这项技术现在是医学科学的一个重要的治疗系统。在这个系统中,电流脉冲通过电极通过内层施加在皮肤上,以激活可兴奋的组织层。激活其他可兴奋的组织层可能会引起不适。因此,设计电极配置安排以激活目标解剖层而不影响相邻解剖层是至关重要的。一种治疗原发性头痛的设备显示出好坏参半的结果。这可能与电极位置需要更高的刺激电流水平来激活目标神经纤维有关。这可能刺激邻近的神经纤维,导致患者不适。一个可行的解决方案是基于激活函数(沿轴突的电位的二阶导数)来确定最佳的电极配置。这可以指导使用特定电极排列在神经组织层上产生动作电位的可能性的估计。在本研究中,基于MRI数据集,采用前后处理的方法,建立了多层人的头部。然后发展多电极排列来检查可能的神经激活位置。结果表明,在正负电刺激下,神经纤维在运动轨迹的同一位置被激活。这可能证明激活函数可以用来定义神经激活的最佳位置。这可能会降低经皮神经电刺激在减少功率消耗的情况下获得类似治疗效果的阈值。
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引用次数: 0
DETERMINING THE MOST POWERFUL FEATURES IN THE DESIGN OF AN AUTOMATIC SLEEP STAGING SYSTEM 确定自动睡眠分级系统设计中最强大的功能
Pub Date : 2023-06-21 DOI: 10.36306/konjes.1073932
Seral Özşen, Yasin Koca, G. Tezel, Sena Çeper, Serkan Küççüktürk, H. Vatansev
Spending too much time on manual sleep staging is tiring and challenging for sleep specialists. In addition, experience in sleep staging also creates different decisions for sleep experts. The search for finding an effective automatic sleep staging system has been accelerated in the last few years. There are many studies dealing with this problem but very few of them were conducted with real sleep data. Studies have been carried out on mostly processed and cleaned-ready data sets. In addition, there are few studies in which the data distribution in sleep stages is balanced (equal numbers of epochs from each stage are used), and it is seen that the performance of these studies is quite low compared to other studies. When the literature studies are examined, there is a wide range of studies in which many features are extracted, many feature selection methods are used, many classifiers are applied and various combinations of these are available. For this reason, to determine the best-performing features and the most powerful features, 168 features were extracted from the real EEG, EOG, and EMG signals of 124 patients. These features were selected with 7 different feature selection methods, and classification was carried out with 4 classifiers. In general, the ReliefF feature selection method has performed best, and the Bagged Tree classifier has reached the highest classification accuracy of 67.92% with the use of nonlinear features.
对睡眠专家来说,花太多时间在手动睡眠分期上既累人又具有挑战性。此外,睡眠阶段的经验也会给睡眠专家带来不同的决定。在过去的几年里,寻找一种有效的自动睡眠分期系统的研究已经加速了。有很多研究都是针对这个问题的,但很少有研究是基于真实的睡眠数据。已对大多经过处理和清理的数据集进行了研究。此外,很少有研究在睡眠阶段的数据分布是平衡的(使用每个阶段相同数量的epoch),可以看出这些研究的表现与其他研究相比是相当低的。在文献研究中,有很多研究提取了许多特征,使用了许多特征选择方法,应用了许多分类器,并有各种组合。因此,为了确定表现最好的特征和最强大的特征,我们从124例患者的真实EEG、EOG和EMG信号中提取了168个特征。使用7种不同的特征选择方法选择这些特征,并使用4个分类器进行分类。总的来说,ReliefF特征选择方法表现最好,使用非线性特征的Bagged Tree分类器达到了67.92%的最高分类准确率。
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引用次数: 0
ENHANCED OSTEOGENIC DIFFERENTIATION OF HUMAN MESENCHYMAL STEM CELLS BY FLEXIBLE β-TCP/PLA BONE GRAFTS WITH SILICATE ADDITIVE 含硅酸盐添加剂的柔性β-tcp / pla骨移植对人间充质干细胞成骨分化的促进作用
Pub Date : 2023-06-14 DOI: 10.36306/konjes.1198527
Günnur Onak Pulat, Gülşah Sunal, O. Karaman
In recent years, ceramics, polymers, and composites have been used to develop biologically and mechanically suitable bone scaffolds. β-tricalcium phosphate(β-TCP) is a widely used bioceramic in bone tissue engineering. It shows excellent osteoconductivity, osteoinductivity, and good biocompatibility properties, as its chemical composition is similar to the original chemical structure of bone. Herein, we designed β-TCP-PLA composite scaffolds containing two different concentrations of silicate additives. We aimed to investigate the effect of silicate-additive with varying concentrations (0.8% and 1%) on osteogenic differentiation of human bone marrow-derived mesenchymal stem cells (hMSCs) seeded flexible bone grafts. The morphological structure of β-TCP-PLA-based bone grafts was assessed by scanning electron microscopy (SEM) and the tensile strength of grafts was evaluated. The results showed that scaffolds had porous and flexible structures. hMSCs osteogenic differentiation was evaluated with the alkaline phosphatase (ALP) activity and DNA content measurements. Compared with β-TCP-PLA grafts, these designed synthetic flexible bone grafts with 0.8% and 1% silicate-additive significantly promoted hMSCs proliferation and osteogenic differentiation. Moreover, 0.8% silicate-additive β-TCP-PLA grafts showed increased ALP activity. The outcomes of the present study suggest that synthetic flexible bone grafts with silicate-additive might be useful for encouraging the regeneration of bone.
近年来,陶瓷、聚合物和复合材料已被用于开发生物和机械上合适的骨支架。β-磷酸三钙(β-TCP)是一种广泛应用于骨组织工程的生物陶瓷。由于其化学成分与骨的原始化学结构相似,具有优异的骨导电性、骨诱导性和良好的生物相容性。在此,我们设计了含有两种不同浓度硅酸盐添加剂的β-TCP-PLA复合支架。我们的目的是研究不同浓度的硅酸盐添加剂(0.8%和1%)对人骨髓间充质干细胞(hMSCs)柔性骨移植物成骨分化的影响。采用扫描电镜(SEM)观察β- tcp - pla基骨移植物的形态结构,并对移植物的抗拉强度进行评价。结果表明,该支架具有多孔性和柔性结构。通过碱性磷酸酶(ALP)活性和DNA含量测定来评估hMSCs的成骨分化。与β-TCP-PLA移植物相比,添加0.8%和1%硅酸盐添加剂的人造柔性骨移植物显著促进了hMSCs的增殖和成骨分化。此外,0.8%硅酸盐添加剂β-TCP-PLA接枝显示ALP活性增加。本研究结果表明,添加硅酸盐添加剂的人工柔性骨移植物可能有助于促进骨的再生。
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引用次数: 0
IMPROVEMENT OF HEAT AFFECTED ZONE OF GTAWed 5754 ALUMINUM ALLOY WITH FSP 用FSP改善轧制5754铝合金热影响区
Pub Date : 2023-06-13 DOI: 10.36306/konjes.1255353
F. Kahraman, G. Gençer, Coşkun Yolcu
In this study, post-weld friction stir processing (FSP) was applied to eliminate the grain coarsening disadvantages encountered in the heat-affected zone when joining AA5754 aluminum alloy with Gas Tungsten Arc Welding (GTAW). As a result of welding in two passes and with the low heat input by selecting the appropriate welding parameters, all welding seams were produced without macro defects. Despite all these precautions, grain coarsening has occurred in the Heat Affected Zone (HAZ), as expected. Significant amounts of grain refinement were detected as a result of the FSP applied to the regions with grain coarsening. Consequently, the grain refinement in the HAZ, the tensile strength increased slightly, in contrast with ductility has significantly increased (around from 6% to 19%). In the tensile tests, the rupture occurred in the HAZ in the GTAWed specimens, while the rupture occurred in the base material close to the HAZ in all FSPed specimens. In addition, the high hardness values of HAZ of the GTAWed samples were reduced to the base material hardness values in all FSPed samples, resulting in a more homogeneous hardness distribution.
在本研究中,采用焊后搅拌摩擦处理(FSP)来消除AA5754铝合金气体钨极电弧焊(GTAW)连接时热影响区晶粒粗化的缺点。通过选择合适的焊接参数,在低热量输入的情况下,采用两道次焊接,所有焊缝均无宏观缺陷。尽管采取了所有这些预防措施,但正如预期的那样,在热影响区(HAZ)发生了谷物粗化。由于FSP应用于晶粒粗化的区域,检测到大量的晶粒细化。因此,在热影响区晶粒细化后,抗拉强度略有提高,而塑性则显著提高(约从6%提高到19%)。拉伸试验中,GTAWed试样的断裂发生在热影响区,而FSPed试样的断裂发生在热影响区附近的基材。此外,在所有FSPed样品中,GTAWed样品的HAZ高硬度值都降低到基材硬度值,从而使硬度分布更加均匀。
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引用次数: 0
PHENYLETHYLAMINE DERIVATIVE OF CALIX[4]ARENE SCHIFF BASE FOR FLUOROMETRIC DETECTION OF ZINC ION 杯[4]芳烃席夫碱的苯乙胺衍生物荧光检测锌离子
Pub Date : 2023-06-02 DOI: 10.36306/konjes.1299268
Egemen Özçeli̇k, Clever NG'ANDU, Begum Tabakci, Mustafa Tabakci
As a Zn2+ fluorescent probe, we have designed and synthesized a new type of calixarene Schiff-base ligand (L) possessing a 1-phenylethylamine group as the fluorophore and the receptor. As only Zn2+ caused a significant increase in fluorescence emission intensity at 480 nm and the limit of detection (LOD) reached 4.8 x 10-7 M, the synthesized fluorescent probe L demonstrated high selectivity and sensitivity towards Zn2+ compared to other metal ions. In addition, the formation of a 1:1 complex between probe L and Zn2+ was determined. As a consequence, it was determined that probe L can be utilized for the detection and monitoring of Zn2+ in the environment.
作为一种Zn2+荧光探针,我们设计并合成了一种新型的杯芳烃希夫碱配体(L),该配体以1-苯基乙胺为荧光基团和受体。由于只有Zn2+在480 nm处引起荧光发射强度的显著增加,检出限(LOD)达到4.8 × 10-7 M,因此合成的荧光探针L对Zn2+的选择性和灵敏度高于其他金属离子。此外,还测定了探针L与Zn2+之间形成1:1配合物。因此,确定探针L可以用于环境中Zn2+的检测和监测。
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引用次数: 0
BIN_MRFOA: İkili Optimizasyon İçin Yeni Bir Manta Vatozu Beslenme Optimizasyonu Algoritması BIN_MRFOA:二元优化的新型蝠鲼营养优化算法
Pub Date : 2023-06-01 DOI: 10.36306/konjes.1165964
Gülnur YILDIZDAN
Optimization problems occur in three different structures: continuous, discrete, and hybrid. Metaheuristic algorithms, which are frequently preferred in the solution of optimization problems today, are mostly proposed for continuous problems and are discretized with subsequent modifications. In this study, a novel binary version (Bin_MRFOA) of the manta ray foraging optimization algorithm, which was frequently used in the solution of continuous optimization problems before, was proposed to be used in the solution of binary optimization problems. The Bin_MRFOA was first tested on ten classical benchmark functions, and the effect of the transfer function on performance was examined by comparing the variants obtained using eight different transfer functions. Then the most successful Bin_MRFOA variant was run on the eighteen CEC2005 benchmark functions. The results were compared with the algorithms in the literature and interpreted with Wilcoxon signed-rank and Friedman tests, which are nonparametric tests. The results revealed that Bin_MRFOA is a successful, competitive, and preferable algorithm compared to the literature.
优化问题出现在三种不同的结构中:连续结构、离散结构和混合结构。元启发式算法是当今解决优化问题的首选算法,它主要是针对连续问题提出的,并且随着后续的修改而离散化。本文提出了一种新的用于求解连续优化问题的蝠鲼觅食优化算法的二进制版本(Bin_MRFOA),并将其用于求解二元优化问题。首先在10个经典基准函数上对Bin_MRFOA进行了测试,并通过比较使用8种不同传递函数获得的变量来检验传递函数对性能的影响。然后最成功的Bin_MRFOA变体在18个CEC2005基准函数上运行。将结果与文献中的算法进行比较,并使用非参数检验Wilcoxon符号秩检验和Friedman检验进行解释。结果表明,与文献相比,Bin_MRFOA算法是一种成功的、有竞争力的、更好的算法。
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引用次数: 0
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Konya Journal of Engineering Sciences
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