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Determining Gaze Information from Steady-State Visually-Evoked Potentials 从稳态视觉诱发电位中确定凝视信息
Pub Date : 2020-12-20 DOI: 10.7212/zkufbd.v10i2.1588
Ebru Sayilgan, Y. Yuce, Y. Isler
Brain-Computer Interface (BCI) is a communication system that enables individuals who lack control and use of their existing muscular and nervous systems to interact with the outside world because of various reasons. A BCI enables its user to communicate with some electronic devices by processing signals generated during brain activities. This study attempts to detect and collect gaze data within Electroencephalogram (EEG) signals through classification. To this purpose, three datasets comprised of EEG signals recorded by researchers from the Autonomous University were adopted. The EEG signals in these datasets were collected in a setting where subjects’ gaze into five boxes shown on a computer screen was recognized through Steady-State Visually Evoked Potential based BCI. The classification was performed using algorithms of Naive Bayes, Extreme Learning Machine, and Support Vector Machines. Three feature sets; Autoregressive, Hjorth, and Power Spectral Density, were extracted from EEG signals. As a result, using Autoregressive features, classifiers performed between 45.67% and 78.34%, whereas for Hjorth their classification performance was within 43.34-75.25%, and finally, by using Power Spectral Density their classification performance was between 57.36% and 83.42% Furthermore, classifier performances using Naive Bayes varied between 52.23% and 79.15% for Naive Bayes, 56.32-83.42% for Extreme Learning Machine, and 43.34-72.27% for Support Vector Machines by regarding classification algorithms. Among achieved accuracy performances, the best accuracy is 83.42%, achieved by the Power Spectral Density features and Extreme Learning Machine algorithm pair.
脑机接口(BCI)是一种通信系统,它使由于各种原因而无法控制和使用现有肌肉和神经系统的个体能够与外界进行交互。脑机接口通过处理大脑活动过程中产生的信号,使用户能够与某些电子设备进行通信。本研究试图通过分类来检测和收集脑电图(EEG)信号中的凝视数据。为此,采用了由自治大学研究人员记录的EEG信号组成的三个数据集。这些数据集中的脑电图信号是在一个设置中收集的,在这个设置中,受试者凝视计算机屏幕上显示的五个盒子,通过基于稳态视觉诱发电位的BCI识别。使用朴素贝叶斯、极限学习机和支持向量机算法进行分类。三个特性集;从脑电信号中提取自回归、Hjorth和功率谱密度。结果表明,使用自回归特征分类器的分类性能在45.67% ~ 78.34%之间,而使用Hjorth分类器的分类性能在43.34 ~ 75.25%之间,最后使用功率谱密度分类器的分类性能在57.36% ~ 83.42%之间。此外,使用朴素贝叶斯分类器的分类性能在52.23% ~ 79.15%之间,使用极限学习机分类器的分类性能在56.32 ~ 83.42%之间。支持向量机43.34-72.27%。在已实现的准确率性能中,功率谱密度特征和极限学习机算法对的准确率最高,达到83.42%。
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引用次数: 5
Finite Elements Modeling and Analysis of an Axially Loaded Prestressing Strand 轴向预应力钢绞线的有限元建模与分析
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1615
Y. A. Onur, Abdullah Tombak
Wire ropes and strands have found an important place in many different engineering disciplines with their strengths and flexibilities. Ropes are frequently used in elevators, cranes and bridges as material handling equipment due to their constructional advantages. The purpose of this study is to reveal mechanical behavior of a prestressing steel strand subjected to axial tension load by means of finite elements method. Twisting moment, wire stress, wire strain at each layer of investigated prestressing strand and safety factors have been determined. It can be concluded that safety factors are 2.44 for frictional contact condition and 2.39 for frictionless contact condition in accordance with total axial load carried.
钢丝绳和钢绞线以其强度和灵活性在许多不同的工程学科中占有重要地位。由于绳索的结构优势,它经常被用于电梯、起重机和桥梁中作为物料搬运设备。本研究的目的是利用有限元方法揭示预应力钢绞线在轴向张拉荷载作用下的力学行为。确定了所研究预应力钢绞线各层的弯矩、钢丝应力、钢丝应变及安全系数。根据所承受的总轴向载荷可知,摩擦接触时的安全系数为2.44,无摩擦接触时的安全系数为2.39。
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引用次数: 0
Meme Kanseri Tespitinde Evrişimsel Sinir Ağı Modellerinin Performansları
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1613
Ali Narin, Safa Kaan Kefeli
Meme kanseri, tum dunyada oldukca yaygin olan bir kanser turudur. Cogunlukla kadinlarda gorulen bu kanser turunun erken tespiti oldukca onemlidir. Bu nedenle zorlu ve yorucu olan meme kanseri tespit surecinde bilgisayar destekli karar mekanizmalarinin gelistirilmesi onemlidir. Bu calismada, meme kanseri tespitinde kesin taninin konmasina yardimci olmak icin bilgisayar tabanli otomatik bir karar destek sistemi tasarlanmistir. Sistem icin, farkli buyutme miktarlarina sahip gercek ham histopatolojik goruntuler kullanilmistir. Bu goruntulerden hangisinin iyi huylu tumor hangisinin kotu huylu tumor olduguna on egitimli ResNet50 evrisimli sinir agi ve VGG16 evrisimli sinir agi kullanilarak karar verilmistir. Bununla beraber veri setindeki 4 farkli buyutme oranlarindan (40X,100X,200X,400X) hangi buyutme miktarinda daha iyi tespit yapildigi arastirilmistir. Sonuc olarak 200X buyutme miktarina sahip veriler icin %93,03 dogruluk, %93,03 hassaslik ve %93,03 secicilik performans degerleri on egitimli Resnet50 evrisimli sinir agi ile tespit edilmistir. Amaclanan bu sistemin patologlara yardimci bir bilgisayar tabanli tumor tespit uygulamasi olacagi dusunulmektedir.
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引用次数: 0
Effect of Beauveria bassiana on Galleria mellonella L. (Lepidoptera:Pyralidae) and its parasitoid Trichogramma cacoeciae 球孢白僵菌对黄粉蚧及其寄生蜂赤眼蜂的防治作用
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1547
B. Tuncsoy, F. Bueno-Pallero, L. Dionísio, Luís Neto, Pınar Ozalp
Beauveria bassiana, which is a species of entomopathogenic fungus, used for this experiment in order to determine the effects on Galleria mellonella and its parasitoid Trichogramma cacoeciae. 105, 106, 107 and 108 conidia/mL were applied to the last instar of G. mellonella by injecting the suspensions. To determine the effect of B. bassiana on T. cacoeciae, 108 conidia/mL were applied to the G. mellonella eggs. No mortality was observed in 105 and 106 conidia/mL of B. bassiana injected group, whereas death larvae was determined in 107 and 108 conidia/mL injected groups. Prevalence of black spots within the integument increased day by day. Hatchability of G. mellonella eggs were significantly decreased when B. bassiana applied to the G. mellonella eggs. Parasitism and emergence ratio were unaffected by B. bassiana. The biosafety of B. bassiana against T. cacoeciae was determined by monitoring the parasitization and emergence ratio. It was detected B. bassiana was safe to this egg parasitoid. However, there is a significant effect on mortality of G. mellonella larvae and hatchability of G. mellonella eggs.
本实验采用球孢白僵菌(Beauveria bassiana)作为一种昆虫病原真菌,以测定其对黑蜡蚧及其寄生蜂赤眼蜂(Trichogramma cacoeciae)的作用。分别以105、106、107、108个分生孢子/mL注射至末龄大孢子菌。为研究球孢白僵菌对球芽胞杆菌的杀伤作用,将108个分生孢子/mL施用于球芽胞菌卵中。105和106个分生孢子/mL注射组未见死亡,107和108个分生孢子/mL注射组有死亡幼虫。被皮内黑斑的发生率日益增加。球孢白僵菌侵染后,棉铃虫卵的孵化率显著降低。寄生率和羽化率不受球孢白僵菌的影响。通过监测球孢白僵菌的寄生率和羽化率,确定了球孢白僵菌对球虫的生物安全性。结果表明,球孢白僵菌对该卵类寄生物是安全的。但对粗粉蚧幼虫的死亡率和卵的孵化率有显著影响。
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引用次数: 1
The Theoretical Investigation on Electronic Behavior and Mechanical Properties of Ferromagnet Silver-Based Telluride: Ag3FeTe4 银基碲化物Ag3FeTe4的电子行为和力学性能的理论研究
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1620
A. Erkişi, B. Yildiz
The magnetic nature, mechanical properties and electronic behavior of the ternary silver-based telluride system (Ag3FeTe4) which has sulvanite type simple cubic (SC) crystal structure which has 215 space number and conforms P4 3m space group, have been inspected by spin-polarized Generalized Gradient Approach (GGA) under Density Functional Theory (DFT). First of all, to investigate suitable magnetic order for this system, it has been considered various antiferromagnetic phases which are A-type (A-AFM), G-type (G-AFM) and C-type (C-AFM) and ferromagnetic (FM) phase. As a result of calculations, it has been understood that, for Ag3FeTe4 compound, the energetically most favored magnetic phase is ferromagnetic. After that, well-optimized structural parameters and atomic positions has been obtained in ferromagnetic phase. The electronic band structure of this ferromagnetic system indicating half-metalic behavior due to the observed a small direct band gap (Eg = 0.297 eV) in spin-down states, has been investigated. Also, this compound has thermodynamic stability and structural synthesizability due to its calculated negative formation enthalpy values for all different type magnetic phases. Also, the elastic constants provide the Born Huang criteria, the material is mechanically stable.
采用密度泛函理论(DFT)下的自旋极化广义梯度法(GGA)研究了具有215个空间数、符合P4 3m空间群的硫化矿型简单立方(SC)晶体结构的三元银基碲化体系(Ag3FeTe4)的磁性、力学性能和电子行为。首先,考虑了a型(A-AFM)、g型(G-AFM)、c型(C-AFM)和铁磁(FM)相等多种反铁磁相,研究了该体系的合适磁序。计算结果表明,对于Ag3FeTe4化合物,能量上最有利的磁相是铁磁性的。在铁磁相中得到了优化的结构参数和原子位置。研究了该铁磁系统的电子能带结构,由于在自旋向下状态下观察到一个小的直接带隙(Eg = 0.297 eV),表明了半金属行为。此外,该化合物具有热力学稳定性和结构可合成性,因为它计算出所有不同类型的磁相的负生成焓值。此外,弹性常数提供了Born Huang准则,材料是机械稳定的。
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引用次数: 0
Effect of alkali content and activator modulus on mechanical properties of alkali activated mortars 碱含量和活化剂模量对碱活化砂浆力学性能的影响
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1611
A. Pehlivan
Alkali activation is a promising method of reducing cement production considerably without further significant investments. Utilization of these materials are of extreme importance when environmental aspects such as CO2 emissions and energy consumptions are considered. In this article, effect of activator modulus and alkali content on fresh behavior and mechanical properties were investigated. 12 M NaOH solution and sodium silicate solution with a modulus of 3 were used. Water-to-binder ratio was selected as 0.5 for all specimens where binder content was calculated as the total of slag content plus activator solids. Slag content was 500 kg/m3 for all mixtures. Mechanical tests were conducted on 40 x 40 x 160 mm prismatic specimens. Results indicate that mechanical properties of alkali activated mixtures are highly dependent on both parameters hence proper optimization of these two parameters becomes compulsory. In this study, it is concluded that alkali content (Na2O/slag) should be selected 9% and whereas activator modulus should be leveled near a value of 1.5. Flexural properties were also highly affected from optimization of these parameters and similar findings are deduced. Early strength evaluations are highly dependent on activator modulus. Workability of the mixture were also diagnosed and it should be noted that flowability of mixture were adversely affected with the increasing activator solids content.
碱活化是一种很有前途的方法,可以大大减少水泥产量,而无需进一步的大量投资。当考虑到二氧化碳排放和能源消耗等环境因素时,这些材料的利用是极其重要的。研究了活化剂模量和碱含量对活化剂保鲜性能和力学性能的影响。采用12 M NaOH溶液和模数为3的水玻璃溶液。所有试样的水胶比均取0.5,其中粘结剂含量计算为矿渣含量加活化剂固体的总和。所有混合物的含渣量均为500 kg/m3。力学试验在40 × 40 × 160 mm的棱柱形试样上进行。结果表明,碱活化混合物的力学性能与这两个参数密切相关,因此必须对这两个参数进行适当的优化。在本研究中,得出碱含量(Na2O/渣)应选择9%,而活化剂模量应保持在1.5附近。这些参数的优化对弯曲性能也有很大的影响,并得出了类似的结果。早期强度评估高度依赖于活化剂模量。还对混合物的和易性进行了诊断,应该注意的是,随着活化剂固体含量的增加,混合物的流动性受到不利影响。
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引用次数: 2
Mikroemülsiyon Tekniği ile Üretilmiş Hidroksiapatit Nanoparçacıkların Ti6Al4V Altlıklar Üzerine Elektroforetik Biriktirme Yöntemi ile Kaplanması ve Vakum Ortamında Sinterlenmeleri
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1600
M. Telli, Arzu Altınpınar
Bu calismada mikroemulsiyon teknigi kullanilarak uretilmis biyouyumlu hidroksiapatit nano parcaciklarin Elektroforetik biriktirme (EPD) yontemiyle Ti6Al4V altliklar uzerine kaplanmalari ve vakum ortaminda sinterlenmeleri incelenmistir. Mikroemulsiyon teknigiyle hidroksiapatit nanoparcacik uretiminde yuzey aktif madde olarak Sodyum Dodesil Sulfat (SDS), su emulsiyon ortami olarak kalsiyum hidroksit solusyonu, ikinci sivi organik matriks ortami olarak benzen ve fosfor kaynagi olarak seyreltilmis ortofosforik asit kullanilmistir. Nano boyutta HAp parcaciklari, hizli bir karistirma islemi ile olusan su mikroemulsiyonu icinde cokeltme reaksiyonu sonucunda uretilmistir. Sentezlenen hidroksiapatit nanoparcaciklarin boyutunun Taramali Elektron Mikroskobu (SEM) incelemeleri 20-200 nm araligina oldugu belirlenmistir. Nano hidroksiapatit parcaciklari sentezlendikleri su ortaminda dogru akim (DC) guc kaynagi kullanilarak 5, 10, 15, 20 ve 30 dakikalik surelerde elektforetik biriktirme yontemiyle kaplanmis, hava ortaminda yavas kurutulmus ve 1000 °C’de 10-4 mbar vakum altinda 20 dakika sinterlenmistir. Sentezlenen nano hidroksiapatit parcaciklar ve kaplamalarin kiristal yapi olusumlari X - Isinlari difraksiyonu (XRD) kullanarak incelenmistir. Kaplamalarin sinterleme oncesi ve sonrasi mikroyapilari isik mikroskobuyla incelenip belirtilmistir.
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引用次数: 0
Determination of Normal Values for Flash Electroretinogram (FERG) Test 闪光视网膜电图(FERG)试验正常值的测定
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1550
Rukiye Uzun
Electroretinography is the recording of the electrical potentials when the retinal cells are stimulated with flash light. In this way, the retinal visual pathways from photoreceptors to amacrine cells can be evaluated as a whole. In this manner, it is possible to evaluate the retinal visual pathways as a whole. In obtaining electroretinography signals; factors such as the device used, the electrode, the methods in the tests performed, and the laboratory conditions play an important role. The obtained signals vary depending on these factors. Therefore, it has become necessary to determine the normal values of each electrophysiological laboratory. In this respect, we aimed to determine normal values for flash electroretinography test. Flash electroretinography test was applied to individuals who did not have any ocular disease by using the device in Zonguldak Bulent Ecevit University Obesity and Diabetes Application and Research Center. All stages of the test were carried out in accordance with the recommendations of the International Society for Clinical Electrophysiology of Vision. Using the test results, the normal values were calculated in median and were presented with the upper and lower limits of 95% confidence interval. It is thought that the normal values determined may serve as a reference for newly established laboratory environments.
视网膜电图是用闪光灯刺激视网膜细胞时的电位记录。这样,从光感受器到无突细胞的视网膜视觉通路可以作为一个整体进行评估。通过这种方式,可以对视网膜视觉通路进行整体评估。获取视网膜电图信号;使用的设备、电极、测试方法和实验室条件等因素都起着重要作用。所获得的信号因这些因素而异。因此,确定各电生理实验室的正常值已成为必要。在这方面,我们的目的是确定闪光灯视网膜电图测试的正常值。在宗古达大学肥胖与糖尿病应用与研究中心使用该设备对无眼部疾病的个体进行视网膜闪速电图测试。测试的所有阶段都是按照国际临床视觉电生理学会的建议进行的。根据检验结果,正态值以中位数计算,并给出95%置信区间的上下限。我们认为,测定的正常值可作为新建立的实验室环境的参考。
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引用次数: 0
Rüzgar Enerjisi Santral (RES) Yapım Yerlerinin CBS Dayalı Çok Kriterli Karar Analizi ile Belirlenmesi: Yenice İlçesi (KARABÜK) Örneği
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1602
Deniz Arca, Hülya Keskin Çıtıroğlu
Endustrinin hizla gelismesi ve dunyamizin mevcut enerji kaynaklarinin yetersizligi, yenilenebilir enerji kaynaklarina olan ilgiyi gun gectikce daha da arttirmistir. Turkiye’nin hizli sanayilesme ve hizli nufus artisi enerji talebinde de artisa yol acmistir. Bu nedenle Turkiye’nin yenilenebilir enerji kaynaklari potansiyelinin belirlenmesi ve ekonomiye kazandirilmasi gerekmektedir. Bu calismada yenilenebilir enerji turlerinden ruzgar enerjisi uzerinde durulmustur. Enerji uretim miktarlarinin dogru verilere dayali hesaplanmasi ve ruzgâr enerjisi santralleri (RES) icin en uygun yer seciminin belirlenmesi, ruzgar enerji santrallerinin ulke ekonomisine katki saglamasi icin oldukca onemlidir. Bu calismada Karabuk iline bagli Yenice ilcesinde uygun RES yapim yerleri seciminin Cografi Bilgi Sistemleri (CBS) ve Cok Kriterli Karar Analizi (CKKA) metodlari ve ArcGIS 10.2 yazilimi kullanilarak belirlenmesi amaclanmistir. Elde edilen sonuclara gore, calisma alaninin RES yapimi icin dusuk ve orta duyarlilik duzeyinde oldugu tespit edilmistir.
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引用次数: 0
Effects of different cadmium and lead rates on the egg production and hatchability of adult Pimpla turionellae L. (Hym.,Ichneumonidae). 不同镉、铅浓度对蛋鸡斑虱成虫产蛋率和孵化率的影响
Pub Date : 2020-12-15 DOI: 10.7212/zkufbd.v10i2.1566
M. Sulanc
In this study, the effects of heavy metals such as lead-nitrate and cadmium-chloride on the egg production and hatchabilty of the adult females of Pimpla turionellae L. (Hymenoptera: Ichneumonidae) were investigated. In the experiments, in all rates of lead-nitrate, added to diets did not significantly affect the total egg productions and percentages of egg hatch comparing to the control group. However, both total egg productions and their hatchability were significantly decreased by the synthetic diet consisting of 0,50 mg percent and 1,00 mg percent of cadmium-chloride rates. On the contrary 5,00 mg percent of cadmium-chloride concentration increased the egg production and percentage of egg hatch comparing to the control group.Consequently, cadmium-chloride decreased the values of egg productions and percentages of egg hatch more than lead-nitrate.
本文研究了硝酸铅和氯化镉等重金属对膜翅目:姬蜂科(Pimpla turionellae L.)成虫产卵率和孵化率的影响。在试验中,与对照组相比,饲粮中添加硝酸铅对总产蛋量和蛋孵化率均无显著影响。然而,在氯化镉含量为0%、50%和1000mg的合成饲粮中,总产蛋量和孵化率均显著降低。相反,氯化镉浓度为50000mg %时,产蛋量和蛋孵化率均高于对照组。因此,氯化镉对蛋鸡产蛋量和孵化率的影响大于硝酸铅。
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引用次数: 0
期刊
Karaelmas Science and Engineering Journal
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