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Membran Kapasitif Deiyonizasyon Prosesi ile Sertlik Giderimi
Pub Date : 2019-09-28 DOI: 10.21541/APJES.491791
H. Uzun, Eyüp Debik
Kalsiyum ve Magnezyum elementlerinin (+2) degerlikli iyon halleri sularda sertlik olusturmaktadir. Insan sagligi acisindan ciddi riskler olusturmasa da sert sular sanayide uretim kalitesinin dusmesi, borularin omrunun azalmasi, sicak su ureten ya da tuketen cihazlarin omrunun azalmasi gibi olumsuzluklara sebep olur. Sular CaCO 3 esdegeri olarak (0 – 75 mg/L) yumusak, (75 – 150 mg/L) orta sert, (150 – 300 mg/L) sert, ( >300 mg/L) cok sert su seklinde siniflandirilmaktadir. Membran Kapasitif deiyonizasyon (MCDI), sertlik turlerinin giderilmesinde etkili bir prosestir. Bu calismada sertlik gideriminde aritilmis suyun kullanim alani da goz onunde bulundurularak cok sert su sinifina giren farkli oranlarda Ca 2+ ve Mg 2+ iceren sular MCDI ile aritilarak proses suyu ve icme suyu elde edilmeye calisilmistir. Calismalar neticesinde 300 mg CaCO3/L sertlik iceren sular proses suyu uretiminde %90 - %97 araliginda; icme suyu eldesinde ise %71 - %82 oranlarinda aritilmistir. Enerji icin Maliyet analizi yapildiginda proses suyu icin maliyetler 0,01 – 0,02 $/m 3 araliginda degisirken icme suyu eldesi icin bu maliyet 0,009 – 0,016 $/m 3 araliginda degismektedir.
钙和镁元素的(+2)价离子状态会形成水的硬度。硬水虽然不会对人体健康造成严重危害,但会带来一些负面影响,如降低工业生产质量、减少管道寿命、减少生产或使用热水的设备寿命。按 CaCO3 当量计算,水可分为软水(0 - 75 mg/L)、中硬水(75 - 150 mg/L)、硬水(150 - 300 mg/L)和极硬水(>300 mg/L)。膜电容去离子(MCDI)是去除硬度类型的有效工艺。在这项研究中,考虑到经过处理的水在去除硬度方面的用途,对含有不同比例的 Ca 2+ 和 Mg 2+ 的水进行了 MCDI 处理,以获得工艺用水和饮用水。研究结果表明,含 300 毫克 CaCO3/L 硬度的水在工艺水生产中的处理率为 90% - 97%,在饮用水生产中的处理率为 71% - 82%。在分析能源成本时,工艺水的成本介于 0.01 - 0.02 美元/米 3 之间,而饮用水的生产成本介于 0.009 - 0.016 美元/米 3 之间。
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引用次数: 1
Hava Kalite İndeksinin Tahmin Başarısının Artırılması için Topluluk Regresyon Algoritmalarının Kullanılması
Pub Date : 2019-09-28 DOI: 10.21541/apjes.478038
Muhammet Emre Irmak, Ibrahim Berkan Aydilek
Measuring the air quality level in the city at regular intervals and taking the necessary measures by examining the results of the measurement is very important for the health of the people and other living things in these cities. For this purpose, air quality measurement stations have been established in many cities by the relevant ministry. In this study, one of these stations, Adana province provincial station measurement data was used. The data used are the measured values ​​of air pollutant gases such as sulfur dioxide (SO2), nitrogen dioxide (NO2), ozone (O3), carbon monoxide (CO) and dust particles (PM10). The air quality index was determined by applying different machine learning algorithms to these data. Machine learning regression algorithms used; random forest, decision tree, support vector, k-nearest neighbor, linear, artificial neural network, stacking, adaboost, gradient boosting and bagging regression. The results obtained by comparing the success rates of these algorithms in terms of error rates and run times were evaluated.
定期测量城市空气质量水平,并通过检测结果采取必要的措施,对城市居民和其他生物的健康至关重要。为此,有关部门在许多城市建立了空气质量监测站。在本研究中,这些站点之一,阿达纳省省级站点的测量数据被使用。使用的数据是空气污染气体的测量值,如二氧化硫(SO2)、二氧化氮(NO2)、臭氧(O3)、一氧化碳(CO)和尘埃颗粒(PM10)。空气质量指数是通过对这些数据应用不同的机器学习算法来确定的。使用机器学习回归算法;随机森林,决策树,支持向量,k近邻,线性,人工神经网络,堆叠,adaboost,梯度增强和bagging回归。通过比较这些算法在错误率和运行时间方面的成功率得到的结果进行了评估。
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引用次数: 6
Bir Lastik Fabrikasında Dinamik Adresleme Yaklaşımı İle Depoya Yerleştirme
Pub Date : 2019-09-28 DOI: 10.21541/apjes.517781
Berrin Deni̇zhan, Şeyma Menşur
Depo yonetiminin etkinligini belirleyen en onemli unsurlardan biri deponun tasarimi ve dogru adresleme/yerlestirme yapilabilmesidir. Kurulan depo sahasinin, isletmenin gereksinimlerine gore tasarlanmadigi durumlarda, depo sahasi-operasyon uyumsuzlugu dogmakta, soz konusu durum yuksek stok maliyeti, dusuk verimlilik ve dusuk uretim performansi ve islerin aksamasi ile de sonuclanabilmektedir. Bu sebeple depo tasariminda, depo sahasinin mimari yapisi, depo sahasindaki yerlesim, yukleme, bosaltma ve istifleme sahalarinin yerlesimi gibi faktorler dogrudan etkili olmaktadir. Yapilan bu calismada bir lastik ureticisindeki uretim ortami incelenmistir. Mikser sahasindaki peronlara malzemelerin dogru yerlestirilememesi, depo alani kullaniminda verimsizlige ve yetersizlige sebep olmaktadir. Bu sebeple depodaki stok kapasitesi ve kapasite kullanimindaki verimlilik artirilmaya calisilmistir. Yapilan analizler sonucunda bu probleme en uygun cozum olarak statik adreslemeden dinamik adreslemeye gecis oldugu onerilmistir. Dinamik adresleme icin bir algoritma gelistirilmistir. Algoritma Visual Basic dilinde dinamik programlama yontemi kullanilarak kodlanmistir. Hem mevcut durum olan statik adresleme hem de onerilen durum olan dinamik adresleme icin yazilan program ciktilari karsilastirildiginda; isletmeye yari dolu peron sayisinin azaltilmasi yonunden statik adreslemede %88 olan oranin dinamik adresleme ile %53’e kadar iyilestirme olanagi sunabildigi gorulmustur. Ayrica statik adreslemede kullanilabilir peron sayisi 213 iken dinamik adresleme sayesinde bu sayi 269 olup, isletmeye yeni karisim kodlarinin depolanmasi icin firsat sunulmustur. Son olarak ise Mikser’den cikan paletlere peron ararken dinamik adreslemede goz onunde bulundurulan “Miksere en yakin perona ata” stratejisi ile forkliftci is yuku azaltilmistir.
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引用次数: 1
Emotion Detection with n-stage Latent Dirichlet Allocation for Turkish Tweets 基于n阶段潜在Dirichlet分配的土耳其语推文情感检测
Pub Date : 2019-09-28 DOI: 10.21541/apjes.459447
Zekeriya Anil Guven, B. Diri, Tolgahan Cakaloglu
Understanding the reason behind the emotions placed in the social media plays a key role to learn mood characterization of any written texts that are not seen before. Knowing how to classify the mood characterization leads this technology to be useful in a variety of fields. The Latent Dirichlet Allocation (LDA), a topic modeling algorithm, was used to determine which emotions the tweets on Twitter had in the study. The dataset consists of 4000 tweets that are categorized into 5 different emotions that are anger, fear, happiness, sadness, and surprise. Zemberek, Snowball, and first 5 letters root extraction methods are used to create models. The generated models were tested by using the proposed n-stage LDA method. With the proposed method, we aimed to increase model’s success rate by decreasing the number of words in the dictionary. By using the multi-stages LDA, we were able to perform better (2-stages:70.5%, 3-stages:76.4%) than the state of the art result (60.4%) which was achieved using the plain LDA for 5 classes.
了解社交媒体中情绪背后的原因,对于学习任何从未见过的书面文本的情绪特征起着关键作用。知道如何对情绪特征进行分类使得这项技术在许多领域都很有用。潜在狄利克雷分配(Latent Dirichlet Allocation, LDA)是一种主题建模算法,用于确定推特上的推文在研究中具有哪些情绪。该数据集由4000条推文组成,这些推文被分为5种不同的情绪,分别是愤怒、恐惧、快乐、悲伤和惊讶。使用Zemberek, Snowball和前5个字母根提取方法创建模型。利用所提出的n-stage LDA方法对生成的模型进行检验。在提出的方法中,我们的目标是通过减少字典中的单词数量来提高模型的成功率。通过使用多阶段LDA,我们能够比使用5个类别的普通LDA获得的最新结果(60.4%)表现更好(2阶段:70.5%,3阶段:76.4%)。
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引用次数: 5
Kinect Uygulamaları için Veri Transfer Platformu Tasarımı
Pub Date : 2019-09-28 DOI: 10.21541/apjes.451125
Erdal Erdal, Atilla Ergüzen
Son yillarda yazilim, donanim ve algoritma konularinda buyuk gelismeler meydana gelmistir.  Teknolojide yasanan bu gelismeler sensor teknolojilerini de etkilemistir. Baslangicta bir oyun cihazi olarak piyasaya surulen Kinect sensor gerek arastirmacilar gerek gelistiriciler tarafindan buyuk ilgiyle karsilanmistir. Kinect sensor literaturde farkli alanlarda farkli amaclar icin kullanilmistir. Kinect sensorden alinan tum veriler Microsoft tarafindan gelistirilen Yazilim Gelistirme Kiti (YGK) ile gelistiricilere iletilmektedir. Kinect sensoru sahne karmasikligina gore degismek uzere normal durumlarda her saniyede 240 bin ile 270 bin nokta verisi uretmektedir. Bu calismanin amaci Kinect uygulamalari icin veri transfer platformu tasarlanmasidir. Gelistirilen platform istemci sunucu mimarisi uzerinde calismaktadir. Cevrimici ve cevrimdisi haberlesme durumlara uygun farkli senaryolar barindiran platform, ayni zamanda bir dizi filtreleme ve sifreleme algoritmalarini da sunmaktadir. Platformda 2D/3D goruntu ve nokta bulutu isleme icin buyuk olcekli, acik kaynakli bir proje olan Nokta Bulut Kutuphanesi ni (NBK) kullanilmistir. Istege bagli olarak VoxelGrid (VG) Filtre, Outlier Filtre, Histogram Tabanli Kosullu Filtre, Octree-tabanli Sikistirma ve PGP Şifreleme yontemlerini de barindirmaktadir. Ayrica Kinect uygulamalarina ozel bir veri yapisi da gelistirilmistir. Cevrimici haberlesme icin WebRTC ara katman yazilimi kullanilmistir. Tum bu asamalar sonucunda gereksiz veri noktalari temizlenmis, sikistirilmis, guvenli hale getirilmis ve gelistirilen veri yapisina uygun veri paketleri elde edilmistir. Filtrelemeler sonucunda % 19.96 sikistirma orani elde edilmistir. Istege bagli tasarim sayesinde uygulama veya istemci bazli filtreleme saglanmistir. Filtrelemeler sonrasinda uygulanan dosya sikistirma yaklasimi ile % 10.38 oraninda dosya sikistirma sonucu da elde edilmistir. Sunulan platform arastirmacilar ve gelistiriciler tarafindan kullanilan Kinect uygulamalarinda performans saglayacaktir.
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引用次数: 1
Demiryolu Akslarının Ultrasonik Muayene Yöntemi Ve Phased Array Yöntemi İle Tahribatsız Muayenesi
Pub Date : 2019-09-28 DOI: 10.21541/apjes.431441
Yıldız Yaralı Özbek, Serhan Emre
Demiryolu tasimaciliginin guvenlik felsefesi acisindan, dinamik yuk altinda calisan akslarin duzenli muayenesinde hasara yol acacak korozyon cukurlari ve yorulma catlaklarinin tespiti cok onemlidir. Alinmasi gereken kalite kontrol onlemleri, duzenli tahribatsiz test kontrol yontemleri ile guvenlik seviyesi gelistirilmeye calisilmaktadir. Bu calismada demiryolu akslarinin ultrasonik testi icin gelismis ultrasonik muayene yontemi olan Phased array yonteminin konvensiyonel ultrasonik muayene yontemine karsi avantajlari nicel olarak incelenmistir.
从铁路运输安全理念的角度来看,在对在动载荷下工作的车轴进行定期检查时,对可能造成损坏的腐蚀坑和疲劳裂纹进行检测是非常重要的。质量控制措施和定期非破坏性测试和检验方法的使用提高了安全水平。本研究定量分析了用于铁路车轴超声波检测的先进超声波检测方法--相控阵法与传统超声波检测方法相比的优势。
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引用次数: 0
Elektrolitik Sert Metal Kaplamaya Alternatif Çevreye Duyarlı Ni-P Kaplamaların 6061 Serisi Alüminyum Altlık Üzerine Akımsız Yöntemle Biriktirilmesinde Sodyum hipofosfit, Sıcaklık ve Zamanın Etkisi
Pub Date : 2019-09-28 DOI: 10.21541/APJES.478232
Abdülkadir Akyol, Hasan Algül, Oğuzhan Bilaç, Seda Ulu, Harun Gul, M. Uysal, Yusuf Çay, A. Alp
Elektrolitik kaplamalara alternatif olusturan ve disaridan herhangi bir elektrik ihtiyacina gerek duymadan gerceklesen otokatalitik akimsiz kaplamalar bircok endustriyel alanda kullanilmaktadir. Homojen bir kaplama kalinligi elde edilmesi, yuksek sertlik, iyi korozyon ve asinma direncine sahip olmasi, akimsiz kaplamalari oldukca yaygin hale getirmektedir. Ayrica karmasik sekilli parcalara da uygulanabilmesi avantajlari arasinda yer almaktadir. Bu calismada akimsiz Ni-P kaplamalarin sertlik, metalik nikel ve fosfor icerikleri, isil islem sonrasi olusan bilesik turleri ve mikroyapisal ozellikleri incelenerek sodyum hipofosfit, sicaklik ve zaman parametrelerinin etkileri ortaya konmustur.
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引用次数: 2
Silindirik Sıvı Depolarının Dinamik Analizinin ACI 350 VE EUROCODE 8’e göre Karşılaştırılmalı olarak İrdelenmesi
Pub Date : 2019-09-28 DOI: 10.21541/apjes.492871
Badradine Ali, Adem Doğangün
Nufusun surekli artmasi ve sanayinin gelismesi, basta su olmak uzere farkli sivilarin depolanma ihtiyaci, sivi depolarinin insa edilmesini gerekli kilmaktadir. Diger taraftan depolarin dinamik davranislarini daha gercekci olarak belirleyebilmek icin calismalar da yapilmaktadir. Bu calismalardan uygun gorulenler yonetmeliklere alinmaktadir. Bu calismanin amaci, sivi depolarinin depreme gore hesabini yapmak durumunda kalan ya da bu konuya ilgi duyan muhendislerin; sivi depolarinin dinamik yukler etkisindeki davranisini anlamalarina yardimci olmak, bunlar icin yonetmeliklerde ongorulen bagintilari karsilastirmali olarak sunmak ve sivi depolarinin hesap ve tasarimini yapabilmelerine katki saglamaktir. Bu amacla calismada, silindirik sivi depolarinin sismik analizi icin ACI 350 ve EUROCODE 8 yonetmeliklerinde ongorulen hesap esaslari ve parametrelerin belirlenmesinde kullanilan bagintilar karsilastirilmali olarak irdelenmektedir.
随着人口的不断增加和工业的发展,人们需要储存不同的液体,尤其是水,因此有必要建造储液罐。另一方面,为了更真实地确定储罐的动态特性,正在进行相关研究。这些研究中被认为合适的内容都被纳入了法规中。本研究的目的是帮助需要根据地震计算液体罐的工程师或对该主题感兴趣的工程师;帮助他们了解液体罐在动态载荷下的行为,提出法规中为其规定的比较关系,并为液体罐的计算和设计做出贡献。为此,本研究对 ACI 350 和 EUROCODE 8 法规中用于确定圆柱形液体罐抗震分析参数的计算原则和关系进行了比较研究。
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引用次数: 0
Bound Water and Hydroxyproline are the essential contributors to collagen molecular stability: A Computational Analysis 结合水和羟脯氨酸是胶原蛋白分子稳定性的重要贡献者:计算分析
Pub Date : 2019-09-28 DOI: 10.21541/apjes.515201
M. Ünal
Being the primarily organic phase of bone, collagen type I is an important contributor to bone’s mechanical resistance to fracture. Gaining mechanistic insight into collagen stabilization mechanism is critical to developing new targets to prevent bone fracture. The role of water and hydroxyproline (Hyp) in collagen stability mechanism is still controversial. The aim of this study was to investigate the influences of Hyp and bound water on the collagen molecular stability. Four collagen like-peptide (CLP) models were compared in terms of conformational energies and hydrogen bonding types. CLP1 model represents regular collagen structure without water molecules while CLP2 model represents collagen structure without water and Hyp residue. CLPW1 and CLPW2 are the models of CLP1 and CLP2 with water molecules around them, respectively. Cumulative interpreting of four CLPs models was shed light on the factors influencing collagen stability in the frame of steric energy. Total steric energy was ordered as: CLP2 > CLP1 > CLPW2 > CLPW1, indicating that CLPW1 was the most stable collagen model. On the other hand, CLP2 was the least stable collagen model based on the steric energy comparison. In addition, the hydrogen bonding observed in the four models reveled that water molecules around the models help in binding collagen triple helix through different water bridges since they contributed extra way for binding of triple chains. Moreover, some of the observed water bridges involved directly the presence of Hyp residue. Cumulative results suggested the important role of bound water molecules and Hyp on collagen molecular stability.
作为骨的主要有机相,I型胶原蛋白是骨抗骨折力学性能的重要贡献者。深入了解胶原蛋白稳定机制对开发新的骨折预防靶点至关重要。水和羟脯氨酸(Hyp)在胶原稳定机制中的作用仍有争议。本研究的目的是研究Hyp和结合水对胶原蛋白分子稳定性的影响。比较了四种类胶原肽(CLP)模型的构象能和氢键类型。CLP1模型代表不含水分子的正常胶原结构,CLP2模型代表不含水和Hyp残留的胶原结构。CLPW1和CLPW2分别是CLP1和CLP2周围有水分子的模型。四种CLPs模型的累积解释揭示了影响胶原稳定性的因素在立体能框架下。总立体能排序为:CLP2 > CLP1 > CLPW2 > CLPW1,说明CLPW1是最稳定的胶原模型。另一方面,基于空间能比较,CLP2是最不稳定的胶原模型。此外,在四个模型中观察到的氢键表明,模型周围的水分子通过不同的水桥有助于胶原蛋白三螺旋的结合,因为它们为三链的结合提供了额外的途径。此外,一些观测到的水桥直接涉及到Hyp残留物的存在。累积结果表明结合水分子和Hyp对胶原蛋白分子稳定性有重要作用。
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引用次数: 1
The Effect of Own Weight on Dynamic Analysis of a Pre-Stretched Composite Plate-Strip Containing Twin Circular Inclusions Under Bending Using Finite Element Method 自重对含双圆夹杂物的预拉伸板带弯曲动力分析的影响
Pub Date : 2019-09-28 DOI: 10.21541/apjes.488483
U. Yesil
This manuscript describes how the weight of a simply supported composite plate-strip (containing twin circular inclusions) affects its dynamic behaviors when exposed to bending load as analyzed via the finite element method (FEM). The centers of the twin circular inclusions are on a line parallel to the free surface, and the materials of both inclusions are the same. First, the effects of body forces (the plate-strip’s own weight) and surface forces (pre-stretching load) on the plate-strip (both are considered to be initial stresses) are identified using the classical linear theory of elasticity. Next, the consequences of these stressors (identified in the first step) under additional time harmonic bending load on the forced vibration around the inclusions are determined using the three-dimensional linearized theory of elasticity (TDLTE) under the plane-strain state. The data herein suggest that the plate-strip’s weight can significantly effect dynamic characteristics of the considered plate-strip.
本文描述了简支复合板带(含双圆形夹杂物)的重量如何影响其在弯曲荷载下的动态行为,并通过有限元方法进行了分析。双圆形夹杂物的中心在与自由表面平行的一条线上,两种夹杂物的材料相同。首先,利用经典的线性弹性理论确定了板条上的体力(板带自重)和表面力(预拉伸载荷)(两者都被认为是初始应力)的影响。接下来,使用平面应变状态下的三维线性化弹性理论(TDLTE)确定这些应力源(在第一步中确定)在附加时间谐波弯曲载荷下对夹杂物周围强迫振动的影响。本文的数据表明,板带的重量对板带的动力特性有显著影响。
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引用次数: 0
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Academic Platform Journal of Engineering and Science
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