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Identification of the tip mass parameters in a beam-tip mass system using response surface methodology 利用响应面方法确定梁尖质量系统中的质量参数
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-02-09 DOI: 10.1515/mt-2023-0330
Hakan Gökdağ, Hilal Doğanay Katı
In this study, a response surface based approach is introduced to determine the physical parameters of the tip mass of a beam – tip mass system, such as mass, mass moment of inertia and coordinates of the centre of gravity with respect to the beam end point. To this end, first, a difference function was formulated based on the differences between the peak frequencies and peak amplitudes of the experimental and analytical frequency response functions. Later, observation points were established in the design space using orthogonal arrays, and a response surface was developed using the difference function values at these points. Next, the tip mass parameters were determined by minimizing the response surface with genetic algorithm and particle swarm optimization as well as fmincon, a gradient-based solver of the Matlab program. For comparison purposes, those parameters were obtained by also direct minimization of the difference function with the same algorithms. It was concluded that the tip mass parameters were successfully determined within reasonable error limits by the response surface method with less computational burden. Finally, the effect of design space width on the response surface quality is demonstrated numerically.
在本研究中,引入了一种基于响应面的方法来确定梁-顶端质量系统顶端质量的物理参数,如质量、质量惯性矩和重心相对于梁端点的坐标。为此,首先根据实验频率响应函数和分析频率响应函数的峰值频率和峰值振幅之间的差异制定了一个差分函数。然后,利用正交阵列在设计空间中建立观测点,并利用这些点的差分函数值建立响应面。接着,利用遗传算法、粒子群优化以及 Matlab 程序中基于梯度的求解器 fmincon,通过最小化响应面来确定顶端质量参数。为了进行比较,还使用相同的算法直接最小化差分函数来获得这些参数。结果表明,采用响应面法可以在合理的误差范围内成功确定顶端质量参数,而且计算负担较轻。最后,数值演示了设计空间宽度对响应面质量的影响。
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引用次数: 0
Identification of the tip mass parameters in a beam-tip mass system using response surface methodology 利用响应面方法确定梁尖质量系统中的质量参数
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-02-09 DOI: 10.1515/mt-2023-0330
Hakan Gökdağ, Hilal Doğanay Katı
In this study, a response surface based approach is introduced to determine the physical parameters of the tip mass of a beam – tip mass system, such as mass, mass moment of inertia and coordinates of the centre of gravity with respect to the beam end point. To this end, first, a difference function was formulated based on the differences between the peak frequencies and peak amplitudes of the experimental and analytical frequency response functions. Later, observation points were established in the design space using orthogonal arrays, and a response surface was developed using the difference function values at these points. Next, the tip mass parameters were determined by minimizing the response surface with genetic algorithm and particle swarm optimization as well as fmincon, a gradient-based solver of the Matlab program. For comparison purposes, those parameters were obtained by also direct minimization of the difference function with the same algorithms. It was concluded that the tip mass parameters were successfully determined within reasonable error limits by the response surface method with less computational burden. Finally, the effect of design space width on the response surface quality is demonstrated numerically.
在本研究中,引入了一种基于响应面的方法来确定梁-顶端质量系统顶端质量的物理参数,如质量、质量惯性矩和重心相对于梁端点的坐标。为此,首先根据实验频率响应函数和分析频率响应函数的峰值频率和峰值振幅之间的差异制定了一个差分函数。然后,利用正交阵列在设计空间中建立观测点,并利用这些点的差分函数值建立响应面。接着,利用遗传算法、粒子群优化以及 Matlab 程序中基于梯度的求解器 fmincon,通过最小化响应面来确定顶端质量参数。为了进行比较,还使用相同的算法直接最小化差分函数来获得这些参数。结果表明,采用响应面法可以在合理的误差范围内成功确定顶端质量参数,而且计算负担较轻。最后,数值演示了设计空间宽度对响应面质量的影响。
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引用次数: 0
Construction of amidinothiourea crosslinked graphene oxide membrane by multilayer self-assembly for efficient removal of heavy metal ions 通过多层自组装构建脒基硫脲交联氧化石墨烯膜以高效去除重金属离子
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-02-09 DOI: 10.1515/mt-2023-0352
Boshen Yang, Xuebing Hu, Qintao Zhou
Amidinothiourea crosslinked graphene oxide membrane was prepared by a multilayer self-assembly method along with (3-aminopropyl) triethoxysilane modification, while different thicknesses of the membrane layer were obtained by regulating the volume of graphene oxide dispersion. The removal rate of the membrane layer with different thicknesses of heavy metal ions was explored and its removal mechanism was explained. The results show that the membrane can maintain high stability after 90 days of immersion in water. When the volume of graphene oxide dispersant increases from 9 ml to 15 ml, the thickness of the membrane layer enhances from about 120 nm to about 200 nm. After filtration of 140 ml of different nitrate solutions, the water fluxes of different membranes are about 22.6 l m−2 h−1·bar−1, 6.1 l m−2 h−1·bar−1, and 1.4 l m−2 h−1·bar−1, respectively. The removal rates of the preferred membrane for Pb2+, Cd2+, and Cu2+ are 43.3 %, 41.2 %, and 39.7 %, respectively. The ion removal mechanism is mainly due to the Dornan effect.
采用多层自组装法制备了脒基硫脲交联氧化石墨烯膜,并对其进行了(3-氨基丙基)三乙氧基硅烷改性,同时通过调节氧化石墨烯分散体的体积获得了不同厚度的膜层。探讨了不同厚度膜层对重金属离子的去除率,并解释了其去除机理。结果表明,该膜在水中浸泡 90 天后仍能保持较高的稳定性。当氧化石墨烯分散剂的体积从 9 ml 增加到 15 ml 时,膜层的厚度从约 120 nm 增加到约 200 nm。过滤 140 毫升不同的硝酸盐溶液后,不同膜的水通量分别约为 22.6 升 m-2 h-1-bar-1、6.1 升 m-2 h-1-bar-1 和 1.4 升 m-2 h-1-bar-1 。优选膜对 Pb2+、Cd2+ 和 Cu2+ 的去除率分别为 43.3%、41.2% 和 39.7%。离子去除机制主要是由于 Dornan 效应。
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引用次数: 0
Construction of amidinothiourea crosslinked graphene oxide membrane by multilayer self-assembly for efficient removal of heavy metal ions 通过多层自组装构建脒基硫脲交联氧化石墨烯膜以高效去除重金属离子
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-02-09 DOI: 10.1515/mt-2023-0352
Boshen Yang, Xuebing Hu, Qintao Zhou
Amidinothiourea crosslinked graphene oxide membrane was prepared by a multilayer self-assembly method along with (3-aminopropyl) triethoxysilane modification, while different thicknesses of the membrane layer were obtained by regulating the volume of graphene oxide dispersion. The removal rate of the membrane layer with different thicknesses of heavy metal ions was explored and its removal mechanism was explained. The results show that the membrane can maintain high stability after 90 days of immersion in water. When the volume of graphene oxide dispersant increases from 9 ml to 15 ml, the thickness of the membrane layer enhances from about 120 nm to about 200 nm. After filtration of 140 ml of different nitrate solutions, the water fluxes of different membranes are about 22.6 l m−2 h−1·bar−1, 6.1 l m−2 h−1·bar−1, and 1.4 l m−2 h−1·bar−1, respectively. The removal rates of the preferred membrane for Pb2+, Cd2+, and Cu2+ are 43.3 %, 41.2 %, and 39.7 %, respectively. The ion removal mechanism is mainly due to the Dornan effect.
采用多层自组装法制备了脒基硫脲交联氧化石墨烯膜,并对其进行了(3-氨基丙基)三乙氧基硅烷改性,同时通过调节氧化石墨烯分散体的体积获得了不同厚度的膜层。探讨了不同厚度膜层对重金属离子的去除率,并解释了其去除机理。结果表明,该膜在水中浸泡 90 天后仍能保持较高的稳定性。当氧化石墨烯分散剂的体积从 9 ml 增加到 15 ml 时,膜层的厚度从约 120 nm 增加到约 200 nm。过滤 140 毫升不同的硝酸盐溶液后,不同膜的水通量分别约为 22.6 升 m-2 h-1-bar-1、6.1 升 m-2 h-1-bar-1 和 1.4 升 m-2 h-1-bar-1 。优选膜对 Pb2+、Cd2+ 和 Cu2+ 的去除率分别为 43.3%、41.2% 和 39.7%。离子去除机制主要是由于 Dornan 效应。
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引用次数: 0
Improved Gx40CrNi25-20 grade austenitic stainless steel 改良型 Gx40CrNi25-20 级奥氏体不锈钢
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-02-01 DOI: 10.1515/mt-2023-0366
S. Yilmaz, T. Teker, Bahadır Atik
In this study, Ce inoculated GX40CrNi25-20 material was produced by casting. The materials were subjected to heat treatment by being exposed to two different temperatures (1100, 1150 °C) and two different cooling intensities. The effects of heat treatment on primary and secondary carbide concentration, distribution, and type were investigated by using optical microscope, scanning electron microscope, energy dispersive spectrometry, X-ray diffraction, and microhardness tests. The adhesive wear behavior of the materials was determined. After the homogenization heat treatment, the increased cooling intensity application decreased the hardness of the samples. After the homogenization heat treatment, the size of the primary carbides decreased and their distribution became homogeneous. Secondary carbides were dispersed into smaller and equiaxed formin the matrix. EGR inoculating reduced the precipitation of carbides and changed the shape of the precipitate to granule.
在这项研究中,Ce 接种的 GX40CrNi25-20 材料是通过铸造生产的。材料经过两种不同温度(1100、1150 °C)和两种不同冷却强度的热处理。通过光学显微镜、扫描电子显微镜、能量色散光谱仪、X 射线衍射和显微硬度测试,研究了热处理对一次碳化物和二次碳化物浓度、分布和类型的影响。还测定了材料的粘着磨损行为。均质热处理后,增加冷却强度会降低样品的硬度。均化热处理后,原生碳化物的尺寸减小,分布变得均匀。次生碳化物在基体中分散成更小的等轴状。EGR 接种减少了碳化物的析出,并使析出物的形状变为颗粒状。
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引用次数: 0
Improved Gx40CrNi25-20 grade austenitic stainless steel 改良型 Gx40CrNi25-20 级奥氏体不锈钢
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-02-01 DOI: 10.1515/mt-2023-0366
S. Yilmaz, T. Teker, Bahadır Atik
In this study, Ce inoculated GX40CrNi25-20 material was produced by casting. The materials were subjected to heat treatment by being exposed to two different temperatures (1100, 1150 °C) and two different cooling intensities. The effects of heat treatment on primary and secondary carbide concentration, distribution, and type were investigated by using optical microscope, scanning electron microscope, energy dispersive spectrometry, X-ray diffraction, and microhardness tests. The adhesive wear behavior of the materials was determined. After the homogenization heat treatment, the increased cooling intensity application decreased the hardness of the samples. After the homogenization heat treatment, the size of the primary carbides decreased and their distribution became homogeneous. Secondary carbides were dispersed into smaller and equiaxed formin the matrix. EGR inoculating reduced the precipitation of carbides and changed the shape of the precipitate to granule.
在这项研究中,Ce 接种的 GX40CrNi25-20 材料是通过铸造生产的。材料经过两种不同温度(1100、1150 °C)和两种不同冷却强度的热处理。通过光学显微镜、扫描电子显微镜、能量色散光谱仪、X 射线衍射和显微硬度测试,研究了热处理对一次碳化物和二次碳化物浓度、分布和类型的影响。还测定了材料的粘着磨损行为。均质热处理后,增加冷却强度会降低样品的硬度。均化热处理后,原生碳化物的尺寸减小,分布变得均匀。次生碳化物在基体中分散成更小的等轴状。EGR 接种减少了碳化物的析出,并使析出物的形状变为颗粒状。
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引用次数: 0
A novel bearing fault detection approach using a convolutional neural network 使用卷积神经网络的新型轴承故障检测方法
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-01-30 DOI: 10.1515/mt-2023-0334
Tolga Aydın, E. Erdem, B. Erkayman, Mustafa Engin Kocadağistan, T. Teker
Bearing fault detection is an important part of mechanical equipment and rotating machinery. Bearing failure should be detected early because it can lead to property and safety losses. This study proposes convolutional neural network (CNN) based models for bearing fault detection. Since the main advantages of the proposed methods apply to different types of warehouse data, failure can be detected in a short time and applied directly to raw data. These new models achieve comparable or better performance compared to the existing models in the literature. Although the structure of the proposed models is simpler and the number of parameters used is smaller, these new models achieve successful empirical results. Data sets from CWRU and IMS were used to test the models. This study compares the proposed models with the existing models in the literature. It also compares the new models with the machine learning algorithms and obtains better empirical results.
轴承故障检测是机械设备和旋转机械的重要组成部分。轴承故障会导致财产和安全损失,因此应及早发现。本研究提出了基于卷积神经网络(CNN)的轴承故障检测模型。由于所提方法的主要优点适用于不同类型的仓库数据,因此可在短时间内检测出故障并直接应用于原始数据。与文献中的现有模型相比,这些新模型的性能相当或更好。虽然提出的模型结构更简单,使用的参数数量更少,但这些新模型取得了成功的经验结果。CWRU 和 IMS 的数据集被用来测试这些模型。本研究将提出的模型与文献中现有的模型进行了比较。它还将新模型与机器学习算法进行了比较,并获得了更好的经验结果。
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引用次数: 0
Mechanical and thermal properties of short banana fiber reinforced polyoxymethylene composite materials dependent on alkali treatment 取决于碱处理的短香蕉纤维增强聚甲醛复合材料的机械和热性能
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-01-29 DOI: 10.1515/mt-2023-0308
Akar Doğan, Çağdaş Güneş
The present study aimed to develop a recyclable composite material based on a natural product, namely banana fiber, instead of synthetic reinforcement elements such as glass fiber or carbon fiber in thermoplastic matrix composites employed in many aspects of daily life. Polyoxymethylene (POM) thermoplastic was used as the matrix material. 3 %, 6 %, and 9 % by weight short natural banana fiber was used as reinforcement. Furthermore, the study improved the mechanical and thermal properties of the composite material with chemical improvements based on alkali treatment of banana fiber. Banana fiber and POM was initially mixed mechanically and then extruded at temperatures between 170 and 190 °C to obtain a homogeneous mixture. The mixture obtained by extrusion was initially cooled in the cooling pool and then passed through the crusher to obtain granules. These granules were pressed in plastic injection molds to obtain standard test samples. The ratio of reinforcement material and the variations in mechanical and thermal properties of the composites induced by the alkali treatment are presented in figures and tables. Furthermore, the changes in cross-sectional material images were examined with electron microscopy scans. The tensile and flexural strength of the material improved with alkali treatment.
本研究旨在开发一种基于天然产品(即香蕉纤维)的可回收复合材料,以替代日常生活中许多方面使用的热塑性基复合材料中的玻璃纤维或碳纤维等合成增强元素。使用聚甲醛(POM)热塑性塑料作为基体材料。以重量百分比为 3%、6% 和 9% 的短天然香蕉纤维作为增强材料。此外,该研究还通过对香蕉纤维进行碱处理来改善复合材料的机械性能和热性能。香蕉纤维和聚甲醛首先进行机械混合,然后在 170 至 190 °C 的温度下进行挤压,以获得均匀的混合物。挤压得到的混合物首先在冷却池中冷却,然后通过破碎机得到颗粒。这些颗粒在注塑模具中压制,得到标准测试样品。增强材料的比例以及碱处理引起的复合材料机械性能和热性能的变化见图和表。此外,还利用电子显微镜扫描检查了材料横截面图像的变化。经碱处理后,材料的拉伸强度和弯曲强度均有所提高。
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引用次数: 0
Effect of bonding temperature on microstructure and properties of TLP joined Q355 steel with Cu interlayer 粘接温度对含铜夹层的 TLP 接合 Q355 钢微观结构和性能的影响
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-01-29 DOI: 10.1515/mt-2023-0371
Bensheng Huang, Peng Tang, Chunyan Ju, Peng Chen, Wenzhu Shen, Hanyang Zuo
Q355 steel with Cu interlayer was bonded by transient liquid phase diffusion bonding (TLP-DB) at different bonding temperatures, and good bonding joints were obtained. The joints were characterized by optical microscopy, scanning electron microscopy and mechanical properties. The results show that there is a bending phenomenon caused by the difference of element diffusion at the bonding interface at the bonding temperature of 1050 °C. With the increase of the bonding temperature, the diffusion of Cu element plays a role in refining the grain, but with the increase of the bonding temperature, it will also lead to the overgrowth of the grain; At the bonding temperature of 1050 °C, there are obvious mutations in the diffusion of Cu and Fe elements, but the increase of the bonding temperature has a good effect on the interdiffusion of the elements. The mechanical properties test showed that with the increase of the bonding temperature, the hardness, shear strength, and impact toughness at the center of the joint increased first and then decreased, and all reached the maximum at 1100 °C. The electrochemical performance test showed that with the increase of temperature, the corrosion resistance of the joint also increased first and then decreased.
在不同的粘接温度下,采用瞬态液相扩散粘接(TLP-DB)技术粘接了带有铜夹层的 Q355 钢,并获得了良好的粘接接头。通过光学显微镜、扫描电子显微镜和机械性能对接头进行了表征。结果表明,在 1050 ℃ 的粘合温度下,由于元素在粘合界面扩散的差异,会出现弯曲现象。随着结合温度的升高,Cu 元素的扩散起到了细化晶粒的作用,但随着结合温度的升高,也会导致晶粒的过度生长;在结合温度为 1050 ℃ 时,Cu 和 Fe 元素的扩散存在明显的突变,但结合温度的升高对元素的相互扩散有良好的影响。力学性能测试表明,随着结合温度的升高,接头中心的硬度、剪切强度和冲击韧性先升高后降低,在 1100 ℃ 时均达到最大值。电化学性能测试表明,随着温度的升高,接头的耐腐蚀性能也是先升高后降低。
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引用次数: 0
Effect of welding parameters on cruciform weld joints made of armor steel 焊接参数对盔甲钢十字形焊点的影响
IF 2.5 4区 材料科学 Q2 Engineering Pub Date : 2024-01-29 DOI: 10.1515/mt-2023-0151
Umut Yaşar Uzunali, H. Çuvalcı
It is aimed to examine the effect of welding parameters on cruciform welded joints. Armor steels are used in military applications such as tracked and wheeled armored vehicles. These steels are quenched and tempered steels and have high yield stress and hardness. Although the increase in carbon equivalent increases the ballistic level together with the hardness value, weldability decreases. Therefore, the welding parameters of these steels must be determined carefully. Before the welding, chemical analysis, macro examination, hardness test, tensile tests and ultrasonic examination were carried out to verify the material properties. After the verification tests, plates were welded with three different welding parameters to observe the changing of the mechanical properties. After the welding process, welded pieces were subjected to non-destructive tests to inspect the weld imperfections. After the inspection, welded specimens were subjected to hardness test, macro examination and tensile tests. In addition to these tests, weld penetration (WP) measurements were performed with a new assessment method. In this measurement method, unit of area takes into consideration instead of the unit of length. As a result, it is determined that with the increasing welding parameters although WP increase, hardness values in heat affected zone decrease.
其目的是研究焊接参数对十字形焊接接头的影响。装甲钢用于军事用途,如履带式和轮式装甲车。这些钢是淬火和回火钢,具有较高的屈服应力和硬度。虽然碳当量的增加会提高弹道水平和硬度值,但焊接性却会降低。因此,必须仔细确定这些钢材的焊接参数。焊接前,进行了化学分析、宏观检查、硬度测试、拉伸试验和超声波检查,以验证材料性能。验证试验后,用三种不同的焊接参数对钢板进行焊接,以观察机械性能的变化。焊接过程结束后,对焊接件进行无损检测,以检查焊接缺陷。检查结束后,对焊接试样进行了硬度测试、宏观检查和拉伸试验。除这些测试外,还采用一种新的评估方法进行了焊接渗透(WP)测量。在这种测量方法中,考虑的是面积单位而不是长度单位。结果表明,随着焊接参数的增加,虽然 WP 增加了,但热影响区的硬度值却降低了。
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引用次数: 0
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Materials Testing
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