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Application of Multi-Criteria Decision Making Methods for Menu Selection 多准则决策方法在菜单选择中的应用
Pub Date : 2023-11-07 DOI: 10.34248/bsengineering.1358895
Semih Latif İPEK, Dilek GÖKTÜRK
Nutritional information on menus can assist customers in making healthier eating choices. One technique being utilized to tackle the rise of overweight and obesity is the use of nutritional information on menus. Menu engineering strategies can be used to improve sales of generally healthier and higher margin items. For today's food and beverage companies, menu engineering has become essential. Companies must continually evaluate their menus in order to keep up with changing customer demands and the conditions of the competitive market. Menu engineering's core involves comparing the effectiveness of each menu. At this point, correct decision-making under numerous factors is thought to be a very challenging procedure. To evaluate alternatives according to many features, several Multi-Criteria Decision-Making (MCDM) approaches have been created. In this study, four MCDM methods, including Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS), Fuzzy TOPSIS, VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR), and Fuzzy VIKOR are employed to evaluate menu options. The process of evaluating and selecting healthier menu alternatives can become challenging and time-consuming. This study pointed out how crucial it is to conduct comparative analysis using various MCDA methods and to carefully determine the right ones when addressing the issue of selecting the best menu, taking into account the values of the criterion in fuzzy numbers.
菜单上的营养信息可以帮助顾客做出更健康的饮食选择。一种用来解决超重和肥胖问题的技术是在菜单上使用营养信息。菜单工程策略可以用来提高一般健康和高利润项目的销售。对于今天的食品和饮料公司来说,菜单工程已经变得至关重要。公司必须不断地评估他们的菜单,以跟上不断变化的顾客需求和竞争激烈的市场条件。菜单工程的核心是比较每个菜单的有效性。在这一点上,在众多因素下的正确决策被认为是一个非常具有挑战性的过程。为了根据多种特征对备选方案进行评估,人们创建了几种多准则决策方法。本研究采用四种MCDM方法,包括TOPSIS (technical for Order Preference by Similarity to a Ideal Solution)、Fuzzy TOPSIS、VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR)和Fuzzy VIKOR来评估菜单选项。评估和选择更健康的菜单替代品的过程可能变得具有挑战性和耗时。该研究指出,在解决选择最佳菜单的问题时,考虑到模糊数标准的值,使用各种MCDA方法进行比较分析并仔细确定正确的方法是多么重要。
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引用次数: 0
Effect of CaF2 Additions on the Yield of AZ63 Magnesium Chips during Remelting CaF2添加量对AZ63镁片重熔产率的影响
Pub Date : 2023-11-07 DOI: 10.34248/bsengineering.1356822
Pınar YÖRÜK, Mertol GÖKELMA
Magnesium is one of the metals listed in European Union’s critical raw materials list. Primary production of magnesium is a high energy demanding process which raised the necessity of recycling the magnesium alloys in an efficient way. Remelting those scraps under a salt flux consist of chlorides (NaCl, KCl, and MgCl2) and fluorides (CaF2) is a common process however, different alloys might behave differently when it comes to salt-metal-metal oxide interactions. Furthermore, the condition of the salt flux such as dry-mixed or pre-melted (fused) affects the coagulation and metal yield. This work presents results on the effect of CaF2 concentration and pre-melting the salt flux on metal yield during remelting of chips. A yield up to 75% was observed in the case of remelting of chips under a fused salt flux with 5.5% CaF2 concentration.
镁是被列入欧盟关键原材料清单的金属之一。镁的初级生产是一个高耗能的过程,这就提出了有效回收镁合金的必要性。在由氯化物(NaCl, KCl和MgCl2)和氟化物(CaF2)组成的盐助熔剂下重熔这些废料是一个常见的过程,然而,当涉及到盐-金属-金属氧化物相互作用时,不同的合金可能表现不同。此外,盐通量的条件,如干混或预熔(熔融)影响混凝和金属收率。本文介绍了在切屑重熔过程中,CaF2浓度和预熔盐通量对金属产率的影响。在CaF2浓度为5.5%的熔盐熔剂下,薄片的重熔率可达75%。
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引用次数: 0
Radiative Transfer Equation Solution for Many Scattering Types 多种散射类型的辐射传递方程解
Pub Date : 2023-11-07 DOI: 10.34248/bsengineering.1335553
Dilek AYDIN, Halide KOKLU
The radiative transfer equation is a mathematical equation that accounts for the changes in the number of photons within a specified volume of a medium over time. It encompasses the intricate behavior of photons within the medium, including phenomena like scattering, absorption, and re-emission, which arise due to their interactions with the medium. In this study, the radiative transfer equation is considered for a finite slab which anisotropic scattering in a homogeneous medium. The equation solution is done by Legendre polynomials for linear anisotropic, quadratic and Rayleigh scattering types. The numerical results are displayed in the tables up to the 13th iteration of the Legendre polynomials. Tables are obtained using different scattering coefficients and single scattering albedo values. The results contain a wide range of data obtained from the method of solving the Legendre polynomial of the radiative transfer equation. Thus, with this study, the effect of different scattering types on the solution of the radiative transfer equation has been demonstrated.
辐射传递方程是一个数学方程,它解释了特定体积的介质中光子数量随时间的变化。它包含了光子在介质中的复杂行为,包括散射、吸收和再发射等现象,这些现象是由于它们与介质的相互作用而产生的。本文研究了均匀介质中具有各向异性散射的有限平板的辐射传递方程。对于线性各向异性、二次型和瑞利型散射,采用勒让德多项式求解。数值结果显示在表格中,直到第13次迭代的勒让德多项式。使用不同的散射系数和单次散射反照率值得到表格。结果包含了从求解辐射传递方程的勒让德多项式的方法中获得的广泛数据。因此,本研究证明了不同散射类型对辐射传递方程解的影响。
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引用次数: 0
Yeni bir çok kriterli karar verme yaklaşımı “olabilirlik değerlendirme sistemi”: Katılım fonları üzerine bir uygulama 新的多标准决策方法 "可能性评估系统":参与基金的应用
Pub Date : 2023-10-27 DOI: 10.34248/bsengineering.1341340
Furkan GÖKTAŞ, Fatih GÜÇLÜ
Katılım hisse senedi şemsiye fonları, İslami finans ilkeleri çerçevesinde filtrelenmiş hisse senetlerine yatırım imkânı sağlayan bir yatırım alternatifidir. Olabilirlik teorisi karar vermede önemli bir araçtır. Bu çalışmada katılım hisse senedi şemsiye fonlarının karşılaştırılması gibi problemler için olabilirlik teorisine dayanan yeni bir çok kriterli karar verme (ÇKKV) yaklaşımı önerilmiştir. Bu yaklaşım Olabilirlik Değerlendirme Sistemi (PES) olarak adlandırılmıştır. PES, temel ÇKKV yöntemlerinden olan maksimin kuralı, ağırlıklı toplam yöntemi ve maksimaks kuralı ile ilişkilidir. Alternatiflerin öncelik vektörü PES ile tek olarak elde edilmektedir. Başka bir deyişle portföy seçimi problemi gibi çok amaçlı karar verme problemleri için tek bir çözüm vermektedir. PES, çok nitelikli karar verme problemleri için en yüksek önceliğe sahip alternatifin seçilmesine dayanmaktadır. PES, 31.07.2020 ve 30.12.2022 arasında Türkiye’de işlem gören beş farklı katılım hisse senedi şemsiye fonunun gerçek veri seti kullanılarak tanıtılmıştır. Yapılan uygulamada, PES’in bu temel yöntemlerden daha fazla bilgi ortaya koyduğu gözlemlenmiştir.
参股伞式基金是一种投资选择,提供了投资于在伊斯兰金融原则框架内筛选的股票的机会。可能性理论是决策的重要工具。本研究针对参股伞式基金比较等问题,提出了一种基于可能性理论的新型多标准决策(MCDM)方法。这种方法被命名为可能性评估系统(PES)。PES 与 MCDM 基本方法中的最大值规则、加权求和法和最大值规则有关。PES 可以唯一地获得备选方案的优先级向量。换句话说,它为组合选择问题等多目标决策问题提供了单一的解决方案。PES 的基础是为多属性决策问题选择优先级最高的备选方案。PES 是利用 2020 年 7 月 31 日至 2022 年 12 月 30 日期间在土耳其交易的五种不同参与股票伞形基金的真实数据集引入的。在应用中,我们发现 PES 比这些基本方法揭示了更多信息。
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引用次数: 0
Chromosome Banding Properties of Neogobius fluviatilis (Pallas, 1814) (Perciformes, Gobiidae) 新戈bius fluviatiis (Pallas, 1814)的染色体带带特性(鲈形目,戈biae)
Pub Date : 2023-10-15 DOI: 10.34248/bsengineering.1355295
Sevgi ÜNAL KARAKUŞ, Muradiye KARASU AYATA, Muhammet GAFFAROĞLU
The monkey goby, Neogobius fluviatilis (Pallas, 1814) that distributed in Türkiye was studied cytogenetically for the first time. In this context, diploid chromosome number, chromosome morphology and also chromosomal banding properties (C-banding and Ag-NOR staining) of N. fluviatilis were revealed out. Chromosome slides were prepared from head kidney cells according to the air-drying technique. Chromosome slides were observed under the microscope and metaphases were photographed. The chromosomes were measured by digital caliper and karyotype was arranged manually. The diploid chromosome number was found as 46. Karyotype was composed with all uniarmed chromosomes. Fundamental arm number was calculated as 46 too. No heteromorphic sex chromosomes were determined in the karyotype. C-bands were detected on the pericentromeres of almost all chromosomes. Otherwise, two Ag-NORs were found in the silver-stained metaphases. This study revealed out chromosomal properties of N. fluviatilis from Türkiye with conventional cytogenetic techniques. This report may improve the cytogenetic data of the genus Neogobius.
首次对分布于台湾的猕猴虾虎鱼Neogobius fluviatilis (Pallas, 1814)进行了细胞遗传学研究。在此背景下,揭示了河蟹的二倍体染色体数目、染色体形态和染色体带带特性(c带和Ag-NOR染色)。采用风干法制备了头肾细胞的染色体载玻片。显微镜下观察染色体载玻片,中期照相。用数字卡尺测量染色体,手工排列核型。二倍体染色体数目为46条。核型由单臂染色体组成。基本臂数也计算为46。核型中未发现异型性染色体。几乎所有染色体的中心粒上都检测到c带。另外,在银染中期发现2个Ag-NORs。本研究利用传统的细胞遗传学技术揭示了基耶氏梭状芽孢杆菌的染色体特性。该报道可能会完善新虾属的细胞遗传学资料。
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引用次数: 0
Forecasting Covid-19 Cases in Türkiye with the help of LSTM 基于LSTM的新型冠状病毒肺炎病例预测研究
Pub Date : 2023-10-15 DOI: 10.34248/bsengineering.1247962
Nurgul GOKGOZ
Even though, it is thought that the pandemic has come to an end, the humanity is still under the danger of upcoming pandemics. In that sense, every effort to understand or predict the nature of an infectious disease is very precious since those efforts will provide experience for upcoming infectious disease epidemic/pandemic. Mathematical models provide a common way to analyze the nature of the pandemic. Apart from those mathematical models that mostly determine which variables should be used in the model to predict the nature of the epidemic and at which rate the disease will spread, deep learning models can also provide a fast and practical tool. Moreover, they can shed a light on which variables should be taken into account in the construction of a mathematical model. And also, deep learning methods give rapid results in the robust forecasting trends of the number of new patients that a country will deal with. In this work, a deep learning model that forecasts time series data using a long short-term memory (LSTM) network is used. The time series data used in this project is COVID-19 data taken from the Health Ministry of Republic of Türkiye. The weekend isolation and vaccination are not considered in the deep learning model. It is seen that even though the graph is consistent and similar to the graph of real number of patients, and LSTM is an effective tool to forecast new cases, those parameters, isolation and vaccination, must be taken into account in the construction of mathematical models and also in deep learning models as well.
虽然人们认为大流行已经结束,但人类仍然处于即将到来的大流行的危险之中。从这个意义上说,了解或预测传染病性质的每一项努力都是非常宝贵的,因为这些努力将为即将到来的传染病流行病/大流行提供经验。数学模型提供了一种分析大流行性质的常用方法。除了那些主要决定应该在模型中使用哪些变量来预测流行病的性质以及疾病传播速度的数学模型外,深度学习模型还可以提供快速实用的工具。此外,它们可以阐明在构建数学模型时应该考虑哪些变量。此外,深度学习方法在预测一个国家将要处理的新患者数量的趋势方面给出了快速的结果。在这项工作中,使用了使用长短期记忆(LSTM)网络预测时间序列数据的深度学习模型。本项目使用的时间序列数据来自基耶共和国卫生部的COVID-19数据。深度学习模型不考虑周末隔离和疫苗接种。可以看出,尽管该图与实际患者人数图一致且相似,并且LSTM是预测新病例的有效工具,但在构建数学模型和深度学习模型时,必须考虑隔离和接种这些参数。
{"title":"Forecasting Covid-19 Cases in Türkiye with the help of LSTM","authors":"Nurgul GOKGOZ","doi":"10.34248/bsengineering.1247962","DOIUrl":"https://doi.org/10.34248/bsengineering.1247962","url":null,"abstract":"Even though, it is thought that the pandemic has come to an end, the humanity is still under the danger of upcoming pandemics. In that sense, every effort to understand or predict the nature of an infectious disease is very precious since those efforts will provide experience for upcoming infectious disease epidemic/pandemic. Mathematical models provide a common way to analyze the nature of the pandemic. Apart from those mathematical models that mostly determine which variables should be used in the model to predict the nature of the epidemic and at which rate the disease will spread, deep learning models can also provide a fast and practical tool. Moreover, they can shed a light on which variables should be taken into account in the construction of a mathematical model. And also, deep learning methods give rapid results in the robust forecasting trends of the number of new patients that a country will deal with. In this work, a deep learning model that forecasts time series data using a long short-term memory (LSTM) network is used. The time series data used in this project is COVID-19 data taken from the Health Ministry of Republic of Türkiye. The weekend isolation and vaccination are not considered in the deep learning model. It is seen that even though the graph is consistent and similar to the graph of real number of patients, and LSTM is an effective tool to forecast new cases, those parameters, isolation and vaccination, must be taken into account in the construction of mathematical models and also in deep learning models as well.","PeriodicalId":495872,"journal":{"name":"Black sea journal of engineering and science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136183326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Çok Noktalı Derin Çekme Prosesinde Farklı Pim Radyuslarının Etkisinin İncelenmesi 多点深拉工艺中不同销钉半径的影响研究
Pub Date : 2023-10-15 DOI: 10.34248/bsengineering.1356257
Kaan Emre ENGİN
Derin çekme prosesi, metal levha şekillendirme endüstrisinde en çok tercih edilen proseslerden bir tanesidir. Özellikle seri üretim söz konusu olduğunda kap formundaki iş parçalarının düşük maliyetlerle üretilmesi mümkündür. Ancak, aynı durum seri üretim dışında farkı boyutlara sahip ürünlerin imal edilmesi esnasında geçerli olmayıp, kalıp yapım maliyetlerinden kaynaklı olarak prosesin ekonomikliğini büyük ölçüde kaybetmesiyle sonuçlanmaktadır. Bu dezavantajı gidermek amacıyla daha yeni yaklaşımların ve metotların geliştirilmesi gerekmektedir. Çok noktalı derin çekme prosesi standart kalıp elemanları yerine yüksekliği ayarlanabilir pimler kullanılması vasıtasıyla farklı boyutlarda veya yüksekliklerde derin çekme işleminin yapılmasına müsaade eden bir yöntemdir. Ancak prosesin bir özelliği olan pim kullanımının etkilerinin araştırılması da önemlidir. Bu çalışmada 87 mm uzunluğunda, 12 mm çapa sahip pimlerden oluşan çok noktalı derin çekme kalıbında farklı pim uç radyuslarının (1 mm, 3 mm, 6 mm) proses üzerine olan etkileri araştırılmıştır. Bu amaçla ilk önce 6 mm radyusa sahip pimlerden oluşan bir kalıp seti imal edilmiş ve 0,75 mm kalınlığa sahip AISI Al 3003 HX6 alüminyum alaşım üzerinde deneyler gerçekleştirilmiştir. Daha sonra aynı koşullar altında sonlu elemanlar yöntemi kullanılarak yapılan simülasyonlar sonucunda elde edilen değerler ve deneylerden elde edilen değerler karşılaştırılmıştır. Bulgular arasındaki tutarlılık sağlandıktan sonra çalışmanın 1 mm ve 3 mm radyusa sahip pimlerin etkisinin incelenmesini içeren aşamaları sonlu elemanlar yöntemi ile simüle edilerek, analizler gerçekleştirilmiştir. Sonuç olarak pim uç radyuslarının değerlerinin azaldıkça, iş parçası ile temas eden yüzeyin artmasına bağlı olarak gerekli yük değerinin arttığı ve iş parçasının daha düşük bir çekme derinliğinde yırtıldığı saptanmıştır. En iyi sonuçların 6 mm radyusa sahip pim kullanılması durumunda elde edildiği görülmüştür.
深拉工艺是金属板材成型工业中最受欢迎的工艺之一。特别是在大批量生产的情况下,可以低成本生产容器形状的工件。然而,在大批量生产之外生产不同尺寸的产品时,情况却并非如此,模具制造成本导致该工艺的经济性大打折扣。需要开发更新的方法和手段来克服这一缺点。多点拉深工艺是一种通过使用高度可调的销钉代替标准模具元件,实现不同尺寸或高度拉深的方法。然而,研究使用销钉作为工艺特征的效果也很重要。在这项研究中,研究了不同销钉顶端半径(1 毫米、3 毫米、6 毫米)对由 87 毫米长、12 毫米直径销钉组成的多点拉深模工艺的影响。为此,首先制造了一套由半径为 6 毫米的销钉组成的模具,并在厚度为 0.75 毫米的 AISI Al 3003 HX6 铝合金上进行了实验。然后,比较了在相同条件下使用有限元法模拟得出的数值和实验得出的数值。在确保研究结果的一致性后,使用有限元法对研究的各个阶段进行了模拟和分析,其中包括检验半径为 1 毫米和 3 毫米的销钉的影响。结果发现,随着销钉顶端半径值的减小,由于与工件接触面的增大,所需载荷值也随之增大,工件在拉伸深度较低时就会撕裂。据观察,使用半径为 6 毫米的销钉时取得的结果最好。
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引用次数: 0
Investigation of Use of Hydrochars Obtained From Legume Wastes as Fuel and Their Conversion into Activated Carbon for Amoxicillin Removal 以豆科废弃物为燃料的水炭及其转化为活性炭去除阿莫西林的研究
Pub Date : 2023-10-15 DOI: 10.34248/bsengineering.1347169
İsmail Cem KANTARLI
Legume wastes, pinto bean peel (PBP) and pea shell (PS), were hydrothermally carbonized in subcritical water at various temperatures (200-240 °C) with the aim of obtaining a solid fuel, hydrochar. Fuel characteristics and chemical properties of hydrochars were determined by standard fuel analysis methods. Hydrochar yield decreased sharply with the increase of temperature due to the enhanced degradation of legume wastes. The weight percent of initial carbon in the legume wastes retained in the obtained hydrochars was lower than those in the literature due to the low hydrochar yields. The effect of temperature on carbon content and hence higher heating value (HHV) of hydrochar became noticable at 240°C. As a result of this effect, bituminous coal-like and lignite-like hydrochars with HHV of 31.2 and 28.1 MJ.kg-1were obtained from PBP and PS, respectively. Hydrochars obtained at 220 °C were chemically activated with ZnCl2 to produce activated carbons (PBP-AHC and PS-AHC). The activated carbons were characterized by elemental analysis, FTIR spectroscopy, BET surface area analysis and Scanning Electron Microscopy (SEM). BET surface area, total pore volume, and mesopore volume of PS-HC were determined as 1205 m2. g-1, 0.686 m3. g-1 and 0.144 m3. g-1, respectively. PBP-AHC was found to have higher BET surface area (1350 m2. g-1), total pore volume (0.723 m3. g-1), and mesopore volume (0.249 m3. g-1) than PS-AHC. Activated carbons were tested as adsorbent for removal of amoxicillin (AMX) from aqueous solutions with the batch adsorption studies carried out at different initial concentrations, adsorbent dosage, and contact time. The compatibility of the adsorption data with the Langmuir and Freundlich isotherm models was checked to determine the adsorption capacity of activated carbons. The maximum Langmuir adsorption capacity (Qmax) was calculated as 188.7 and 70.9 mg. g-1 for PBP-AHC and PS-AHC, respectively. Adsorption kinetic analysis revealed that AMX adsorption on PBP-AHC and PS-AHC best fits with the pseudo-second order kinetic model. AMX adsorption was found to be faster on PBP-AHC than PS-AHC due to its higher surface area and more mesoporous character. ZnCl2 activation of PBP-derived hydrochar produced a potential adsorbent for amoxicillin removal.
以豆科废弃物pinto bean peel (PBP)和豌豆壳(PS)为研究对象,在不同温度(200-240℃)的亚临界水中进行水热碳化,以获得固体燃料——氢炭。采用标准燃料分析方法测定了烃类的燃料特性和化学性质。随着温度的升高,豆科废弃物的降解作用增强,烃类产量急剧下降。豆科废弃物中初始碳的重量百分比保留在所得的烃类中,由于低烃类产率,比文献中所述的要低。温度对碳氢化合物含碳量的影响在240℃时变得明显,从而使碳氢化合物的热值(HHV)升高。在此作用下,烟煤类和褐煤类水合物的HHV分别为31.2和28.1 MJ。分别从PBP和PS中得到kg-1。在220°C下得到的碳氢化合物用ZnCl2化学活化生成活性炭(PBP-AHC和PS-AHC)。采用元素分析、FTIR光谱、BET表面积分析和扫描电镜对活性炭进行了表征。测定PS-HC的BET比表面积、总孔隙体积和中孔体积为1205 m2。G-1, 0.686 m3。G-1和0.144 m3。分别g1。发现PBP-AHC具有更高的BET表面积(1350 m2)。G-1),总孔隙体积(0.723 m3)。G-1),中孔体积(0.249 m3)。g-1)大于PS-AHC。以活性炭为吸附剂,在不同初始浓度、吸附剂用量和接触时间下,对水溶液中阿莫西林(AMX)进行了批量吸附试验。考察了吸附数据与Langmuir和Freundlich等温线模型的相容性,确定了活性炭的吸附能力。最大Langmuir吸附量(Qmax)分别为188.7和70.9 mg。PBP-AHC和PS-AHC分别为g-1。吸附动力学分析表明,AMX在PBP-AHC和PS-AHC上的吸附符合准二级动力学模型。由于PBP-AHC比PS-AHC具有更大的表面积和更强的介孔性质,因此AMX在PBP-AHC上的吸附速度比PS-AHC快。ZnCl2活化pbp衍生的烃类产生了去除阿莫西林的潜在吸附剂。
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引用次数: 0
Mechanical Performance of Salvadora Persical (Miswak) Reinforced Polylactic Acid Matrix Composites for Three Dimensional Printing 三维打印用萨尔瓦多物理增强聚乳酸基复合材料的力学性能
Pub Date : 2023-10-15 DOI: 10.34248/bsengineering.1327903
Fuat KARTAL, Arslan KAPTAN
This study examines the mechanical performance of polylactic acid (PLA) matrix composites reinforced with Salvadora Persica (Miswak). With the increasing use of environmentally friendly materials, researchers are focusing on the production of biodegradable materials. However, incompatibility between PLA and filler materials used in PLA composites causes mechanical problems during production. This study deals with the production and characterization of PLA composites containing lignocellulosic and inorganic fillers using maleic anhydride grafted polylactic acid (PLA/g/MA) as a matrix. The aim of the research is to examine the mechanical specifications of Miswak powder reinforced PLA composites and to evaluate their suitability for practical applications. PLA was used as the matrix material and PLA/g/MA was used as the compatibilizer. Composites containing Miswak powder at different weight concentrations (5%, 10%, 15% and 20%) were characterized using scanning electron microscopy along with tensile and bending tests. The obtained results showed that different Miswak concentrations affect the mechanical specifications of the composites. Composites at 5% concentration demonstrated excellent interlayer adhesion and high mechanical strength, demonstrating favorable mechanical specifications. The findings show that Miswak powder is a potential filling material to improve the mechanical specifications of PLA composites and provide antimicrobial benefits. The results of this study shed light on the mechanical performance of Miswak reinforced PLA matrix composites, which are promising for 3D printing applications. In addition, it is stated that the materials used, such as natural filling materials, contribute to the development of sustainable and environmentally friendly materials by reducing the environmental impact.
本研究考察了番槐(Miswak)增强聚乳酸(PLA)基复合材料的力学性能。随着环保材料的使用越来越多,研究人员开始关注生物可降解材料的生产。然而,聚乳酸与填充材料之间的不相容性导致了聚乳酸复合材料在生产过程中的力学问题。本文研究了以马来酸酐接枝聚乳酸(PLA/g/MA)为基体,以木质纤维素和无机填料为填料的聚乳酸复合材料的制备和表征。本研究的目的是研究Miswak粉末增强PLA复合材料的力学性能,并评估其在实际应用中的适用性。以PLA为基体材料,PLA/g/MA为增容剂。采用扫描电子显微镜对含有不同重量浓度(5%、10%、15%和20%)的Miswak粉末的复合材料进行了表征,并进行了拉伸和弯曲试验。结果表明,不同浓度的Miswak对复合材料的力学性能有影响。复合材料在5%浓度下具有良好的层间附着力和较高的机械强度,具有良好的力学性能。研究结果表明,Miswak粉末是一种有潜力的填充材料,可以提高PLA复合材料的力学性能和抗菌性能。这项研究的结果揭示了Miswak增强PLA基复合材料的力学性能,这是3D打印应用的前景。此外,它还指出,所使用的材料,如天然填充材料,通过减少对环境的影响,有助于可持续和环保材料的发展。
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引用次数: 0
Estimation of Air Light With Deep Learning for a Near Real-Time Image Dehazing System 基于深度学习的近实时图像去雾系统空气光估计
Pub Date : 2023-10-15 DOI: 10.34248/bsengineering.1349643
Yücel ÇİMTAY
Haze which can be created by natural or synthetic factors, degrades the visual quality and human sight distance. Visible objects become invisible or scarcely visible. The physics of the degrading function due to haze has been modelled by Atmospheric Light Scattering (ALS) Model. Therefore, from a single hazy image, by using proper methods, it is possible to recover the original scene. In dehazing methods, which solve the ALS function, there are basically two steps: First one is the estimation of the air light present at the time of the image capturing and the second one is the estimation of transmission of the corresponding scene. One of the most effective method which is used for air light estimation is QuadTree decomposition. For this method, tests show that the most amount of the dehazing time is consumed to estimate the air light. For the case of High Definition (HD) imagery, the estimation of air light consumes huge time. Therefore, it cannot be possible to achieve a real-time or near real-time dehazing on traditional hardware. In this study, a novel convolutional neural network model is developed to estimate the air light directly from the hazy image quickly. The estimated air light then is used with Atmospheric Light Scattering model to handle the recovered image. Results show that the time cost is reduced by 56.0% and 65% for image resolutions of (640x480) and (1920x1080) compared to the QuadTree Decomposition method used in ALS based dehazing methods, without losing the visual quality of the dehazed image.
雾霾可以由自然或人工因素造成,它降低了视觉质量和人的视线距离。可见的物体变得不可见或几乎不可见。利用大气光散射(ALS)模型模拟了由雾霾引起的退化函数的物理性质。因此,从单幅模糊图像中,通过使用适当的方法,可以恢复原始场景。在解决ALS函数的除雾方法中,基本上有两步:第一步是对图像捕获时存在的空气光进行估计,第二步是对相应场景的传输进行估计。四叉树分解是空气光估计最有效的方法之一。试验表明,该方法的除雾时间大部分用于估算空气光。对于高清晰度(HD)图像,空气光的估计耗费大量时间。因此,在传统硬件上实现实时或接近实时的除雾是不可能的。本文提出了一种新的卷积神经网络模型,可直接从雾霾图像中快速估计空气光。然后利用估算的空气光与大气光散射模型对恢复图像进行处理。结果表明,在图像分辨率为(640x480)和(1920x1080)的情况下,与基于ALS的去雾方法中使用的四叉树分解方法相比,时间成本分别降低了56.0%和65%,且不影响去雾图像的视觉质量。
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Black sea journal of engineering and science
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