首页 > 最新文献

Mechanics of Advanced Materials and Modern Processes最新文献

英文 中文
Modelling of thermomechanical behaviour of fibrous polymeric composite materials subject to relaxation transition in the matrix 纤维聚合物复合材料在基体松弛转变下的热力学行为模拟
IF 4.03 Pub Date : 2016-11-25 DOI: 10.1186/s40759-016-0015-8
Valeriy Pavlovich Matveenko, Nikolay Alexandrovich Trufanov, Oleg Yurievich Smetannikov, Igor Nikolaevich Shardakov, Igor Nikolaevich Vasserman

Fiber–reinforced polymer composite materials are widely used in different branches of industry due to their distinctive features such as high specific strength and stiffness and due to as considerable opportunity to formulate materials with controllable variation of properties in response to the action of external factors (smart-materials). A distinguishing feature of products made of composite materials is that the processes of product and material fabrication are inseparable. Therefore the estimation of composite properties based on the composite architecture and properties of the reinforcing fibers and matrix is a very actual task.

The model of polymer behavior at glass transition recently developed by the authors was generalized to the case of fiber-reinforced polymer matrix composites using two approaches: one is base on the concept of free specific energy, the other – on the growth of matrix stiffness. For homogeneous materials these two approaches are of equal worth, whereas for composite materials they give different results under deformation in the transverse direction. The stiffness growth approach is more accurate, but is very expensive computationally and, is highly sensitive to the experimental data errors.

Using the finite element method and averaging technique the thermoelastic constants of composites containing different types of fibers in the glassy and high-elastic states were calculated based on the fiber and matrix properties. Softening of the matrix has an insignificant effect on the longitudinal modulus of a composite but leads to a considerable decrease of the transverse and shear moduli. The coefficient of thermal expansion in the transverse direction is much higher than the coefficient of thermal expansion in the longitudinal direction, especially when the composite is in the high-elastic state.

The model of polymer behavior at glass transition recently developed by the authors can be generalized to the case of fiber-reinforced polymer matrix composites. The thermoelastic constants of composites containing different types of fibers can be calculated from the fiber and matrix properties using the finite element method and averaging technique.

纤维增强聚合物复合材料由于其具有高比强度和刚度等独特特性,并且由于有相当大的机会可以根据外部因素的作用制定具有可控性能变化的材料(智能材料),因此广泛应用于不同的工业部门。复合材料产品的一个显著特点是产品和材料制造的过程是不可分割的。因此,基于增强纤维和基体复合结构和性能的复合材料性能评估是一项非常现实的任务。作者最近建立的聚合物玻璃化转变行为模型采用两种方法推广到纤维增强聚合物基复合材料的情况:一种是基于自由比能的概念,另一种是基于基体刚度的增长。对于均质材料,这两种方法是等价的,而对于复合材料,它们在横向变形下得到不同的结果。刚度增长法精度较高,但计算量大,且对实验数据误差非常敏感。基于纤维和基体性能,采用有限元法和平均法计算了含不同类型纤维的复合材料在玻璃态和高弹性状态下的热弹性常数。基体的软化对复合材料的纵向模量影响不大,但会导致横向模量和剪切模量的显著降低。横向热膨胀系数远高于纵向热膨胀系数,特别是当复合材料处于高弹性状态时。作者最近建立的聚合物玻璃化转变行为模型可以推广到纤维增强聚合物基复合材料的情况。采用有限元法和平均法,从纤维和基体的性质出发,计算了含不同类型纤维的复合材料的热弹性常数。
{"title":"Modelling of thermomechanical behaviour of fibrous polymeric composite materials subject to relaxation transition in the matrix","authors":"Valeriy Pavlovich Matveenko,&nbsp;Nikolay Alexandrovich Trufanov,&nbsp;Oleg Yurievich Smetannikov,&nbsp;Igor Nikolaevich Shardakov,&nbsp;Igor Nikolaevich Vasserman","doi":"10.1186/s40759-016-0015-8","DOIUrl":"https://doi.org/10.1186/s40759-016-0015-8","url":null,"abstract":"<p>Fiber–reinforced polymer composite materials are widely used in different branches of industry due to their distinctive features such as high specific strength and stiffness and due to as considerable opportunity to formulate materials with controllable variation of properties in response to the action of external factors (smart-materials). A distinguishing feature of products made of composite materials is that the processes of product and material fabrication are inseparable. Therefore the estimation of composite properties based on the composite architecture and properties of the reinforcing fibers and matrix is a very actual task.</p><p>The model of polymer behavior at glass transition recently developed by the authors was generalized to the case of fiber-reinforced polymer matrix composites using two approaches: one is base on the concept of free specific energy, the other – on the growth of matrix stiffness. For homogeneous materials these two approaches are of equal worth, whereas for composite materials they give different results under deformation in the transverse direction. The stiffness growth approach is more accurate, but is very expensive computationally and, is highly sensitive to the experimental data errors.</p><p>Using the finite element method and averaging technique the thermoelastic constants of composites containing different types of fibers in the glassy and high-elastic states were calculated based on the fiber and matrix properties. Softening of the matrix has an insignificant effect on the longitudinal modulus of a composite but leads to a considerable decrease of the transverse and shear moduli. The coefficient of thermal expansion in the transverse direction is much higher than the coefficient of thermal expansion in the longitudinal direction, especially when the composite is in the high-elastic state.</p><p>The model of polymer behavior at glass transition recently developed by the authors can be generalized to the case of fiber-reinforced polymer matrix composites. The thermoelastic constants of composites containing different types of fibers can be calculated from the fiber and matrix properties using the finite element method and averaging technique.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0015-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4984800","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: 1
Testing, characterization and modelling of mechanical behaviour of poly (lactic-acid) and poly (butylene succinate) blends 聚(乳酸)和聚(丁二酸酯)共混物力学性能的测试、表征和建模
IF 4.03 Pub Date : 2016-11-16 DOI: 10.1186/s40759-016-0014-9
T. Y. Qiu, M. Song, L. G. Zhao

Significant amount of research, both experimental and numerical, has been conducted to study the mechanical behaviour of biodegradable polymer PL(L)A due to its wide range of applications. However, mechanical brittleness or poor elongation of PL(L)A has limited its applications considerably, particularly in the biomedical field. This study aims to study the potential in improving the ductility of PLA by blending with PBS in varied weight ratios.

The preparation of PLA and PBS blends, with various weight ratios, was achieved by melting and mixing technique at high temperature using HAAKE? Rheomix OS Mixer. Differential Scanning Calorimetry (DSC) was applied to investigate the melting behaviour, crystallization and miscibility of the blends. Small dog-bone specimens, produced by compression moulding, were used to test mechanical properties under uniaxial tension. Moreover, an advanced viscoplastic model with nonlinear hardening variables was applied to simulate rate-dependent plastic deformation of PLA/PBS blends, with model parameters calibrated simultaneously against the tensile test data.

Optical Microscopy showed that PBS composition aid with the crystallization of PLA. The elongation of PLA/PBS blends increased with the increase of PBS content, but with a compromise of tensile modulus and strength. An increase of strain rate led to enhanced stress response, demonstrating the time-dependent deformation nature of the material. Model simulations of time-dependent plastic deformation for PLA/PBS blends compared well with experimental results.

The crystallinity of PLA/PBS blends increased with the addition of PBS content. The brittleness of pure PLA can be improved by blending with ductile PBS using mechanical mixing technique, but with a loss of stiffness and strength. The tensile tests at different strain rates confirmed the time-dependent plastic deformation nature of the blends, i.e., viscoplasticity, which can be simulated by the Chaboche viscoplastic model with nonlinear hardening variables.

由于生物可降解聚合物PL(L)A的广泛应用,人们对其力学行为进行了大量的实验和数值研究。然而,PL(L)A的机械脆性或低伸长率极大地限制了它的应用,特别是在生物医学领域。本研究旨在研究以不同重量比与PBS共混提高PLA延展性的潜力。采用HAAKE?高温熔融混合技术,制备了不同重量比的PLA和PBS共混物。Rheomix OS Mixer。采用差示扫描量热法(DSC)研究了共混物的熔融行为、结晶和混相。通过压缩成型生产的小狗骨样品,用于测试单轴拉伸下的力学性能。此外,采用一种具有非线性硬化变量的先进粘塑性模型来模拟PLA/PBS共混物的速率相关塑性变形,并根据拉伸试验数据同步校准模型参数。光学显微镜观察发现,PBS组分有助于聚乳酸的结晶。PLA/PBS共混物的伸长率随PBS含量的增加而增加,但拉伸模量和强度有所降低。应变速率的增加导致应力响应的增强,证明了材料随时间的变形特性。模型模拟的PLA/PBS共混物随时间变化的塑性变形与实验结果吻合较好。PLA/PBS共混物的结晶度随PBS含量的增加而增加。采用机械共混技术与韧性PBS共混可改善纯聚乳酸的脆性,但刚度和强度有所损失。不同应变速率下的拉伸试验证实了共混物的塑性变形随时间的变化,即粘塑性,可以用含非线性硬化变量的Chaboche粘塑性模型进行模拟。
{"title":"Testing, characterization and modelling of mechanical behaviour of poly (lactic-acid) and poly (butylene succinate) blends","authors":"T. Y. Qiu,&nbsp;M. Song,&nbsp;L. G. Zhao","doi":"10.1186/s40759-016-0014-9","DOIUrl":"https://doi.org/10.1186/s40759-016-0014-9","url":null,"abstract":"<p>Significant amount of research, both experimental and numerical, has been conducted to study the mechanical behaviour of biodegradable polymer PL(L)A due to its wide range of applications. However, mechanical brittleness or poor elongation of PL(L)A has limited its applications considerably, particularly in the biomedical field. This study aims to study the potential in improving the ductility of PLA by blending with PBS in varied weight ratios.</p><p>The preparation of PLA and PBS blends, with various weight ratios, was achieved by melting and mixing technique at high temperature using HAAKE? Rheomix OS Mixer. Differential Scanning Calorimetry (DSC) was applied to investigate the melting behaviour, crystallization and miscibility of the blends. Small dog-bone specimens, produced by compression moulding, were used to test mechanical properties under uniaxial tension. Moreover, an advanced viscoplastic model with nonlinear hardening variables was applied to simulate rate-dependent plastic deformation of PLA/PBS blends, with model parameters calibrated simultaneously against the tensile test data.</p><p>Optical Microscopy showed that PBS composition aid with the crystallization of PLA. The elongation of PLA/PBS blends increased with the increase of PBS content, but with a compromise of tensile modulus and strength. An increase of strain rate led to enhanced stress response, demonstrating the time-dependent deformation nature of the material. Model simulations of time-dependent plastic deformation for PLA/PBS blends compared well with experimental results.</p><p>The crystallinity of PLA/PBS blends increased with the addition of PBS content. The brittleness of pure PLA can be improved by blending with ductile PBS using mechanical mixing technique, but with a loss of stiffness and strength. The tensile tests at different strain rates confirmed the time-dependent plastic deformation nature of the blends, i.e., viscoplasticity, which can be simulated by the Chaboche viscoplastic model with nonlinear hardening variables.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0014-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4659004","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: 33
Modelling plastic deformation in a single-crystal nickel-based superalloy using discrete dislocation dynamics 用离散位错动力学方法模拟单晶镍基高温合金的塑性变形
IF 4.03 Pub Date : 2016-11-15 DOI: 10.1186/s40759-016-0012-y
B. Lin, M. S. Huang, F. Farukh, A. Roy, V. V. Silberschmidt, L. G. Zhao

Nickel-based superalloys are usually exposed to high static or cyclic loads in non-ambient environment, so a reliable prediction of their mechanical properties, especially plastic deformation, at elevated temperature is essential for improved damage-tolerance assessment of components.

In this paper, plastic deformation in a single-crystal nickel-based superalloy CMSX4 at elevated temperature was modelled using discrete dislocation dynamics (DDD). The DDD approach was implemented using a representative volume element with explicitly-introduced precipitate and periodic boundary condition. The DDD model was calibrated using stress–strain response predicted by a crystal plasticity model, validated against tensile and cyclic tests at 850?°C for <001?>?and <111?>?crystallographic orientations, at a strain rate of 1/s.

The DDD model was capable to capture the global stress–strain response of the material under both monotonic and cyclic loading conditions. Considerably higher dislocation density was obtained for the <111?>?orientation, indicating more plastic deformation and much lower flow stress in the material, when compared to that for <001?>?orientation. Dislocation lines looped around the precipitate, and most dislocations were deposited on the surface of precipitate, forming a network of dislocation lines. Simple unloading resulted in a reduction of dislocation density.

Plastic deformation in metallic materials is closely related to dynamics of dislocations, and the DDD approach can provide a more fundamental understanding of crystal plasticity and the evolution of heterogeneous dislocation networks, which is useful when considering such issues as the onset of damage in the material during plastic deformation.

镍基高温合金通常暴露在非环境环境下的高静态或循环载荷下,因此可靠地预测其机械性能,特别是高温下的塑性变形,对于提高部件的损伤容限评估至关重要。本文采用离散位错动力学(DDD)方法模拟了单晶镍基高温合金CMSX4在高温下的塑性变形。采用带显式引入沉淀和周期边界条件的代表性体积元实现了DDD方法。DDD模型使用晶体塑性模型预测的应力-应变响应进行校准,并通过850℃的拉伸和循环试验进行验证。°C <001 >?和& lt; 111年在?晶体取向,应变速率为1/s。DDD模型能够捕捉材料在单调加载和循环加载条件下的整体应力应变响应。<111?>?取向,与<001 >?取向相比,表明材料的塑性变形更大,流动应力更低。位错线在析出相周围形成环状,大部分位错沉积在析出相表面,形成位错线网络。简单卸载导致位错密度降低。金属材料的塑性变形与位错动力学密切相关,DDD方法可以提供对晶体塑性和非均相位错网络演变的更基本的理解,这在考虑塑性变形过程中材料损伤的开始等问题时是有用的。
{"title":"Modelling plastic deformation in a single-crystal nickel-based superalloy using discrete dislocation dynamics","authors":"B. Lin,&nbsp;M. S. Huang,&nbsp;F. Farukh,&nbsp;A. Roy,&nbsp;V. V. Silberschmidt,&nbsp;L. G. Zhao","doi":"10.1186/s40759-016-0012-y","DOIUrl":"https://doi.org/10.1186/s40759-016-0012-y","url":null,"abstract":"<p>Nickel-based superalloys are usually exposed to high static or cyclic loads in non-ambient environment, so a reliable prediction of their mechanical properties, especially plastic deformation, at elevated temperature is essential for improved damage-tolerance assessment of components.</p><p>In this paper, plastic deformation in a single-crystal nickel-based superalloy CMSX4 at elevated temperature was modelled using discrete dislocation dynamics (DDD). The DDD approach was implemented using a representative volume element with explicitly-introduced precipitate and periodic boundary condition. The DDD model was calibrated using stress–strain response predicted by a crystal plasticity model, validated against tensile and cyclic tests at 850?°C for &lt;001?&gt;?and &lt;111?&gt;?crystallographic orientations, at a strain rate of 1/s.</p><p>The DDD model was capable to capture the global stress–strain response of the material under both monotonic and cyclic loading conditions. Considerably higher dislocation density was obtained for the &lt;111?&gt;?orientation, indicating more plastic deformation and much lower flow stress in the material, when compared to that for &lt;001?&gt;?orientation. Dislocation lines looped around the precipitate, and most dislocations were deposited on the surface of precipitate, forming a network of dislocation lines. Simple unloading resulted in a reduction of dislocation density.</p><p>Plastic deformation in metallic materials is closely related to dynamics of dislocations, and the DDD approach can provide a more fundamental understanding of crystal plasticity and the evolution of heterogeneous dislocation networks, which is useful when considering such issues as the onset of damage in the material during plastic deformation.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0012-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4625438","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: 4
Processing of Al2O3–SiCw–TiC ceramic composite by powder mixed electric discharge grinding 粉末混合电火花磨削Al2O3-SiCw-TiC陶瓷复合材料
IF 4.03 Pub Date : 2016-11-14 DOI: 10.1186/s40759-016-0013-x
M. K. Satyarthi, Pulak M. Pandey

The machining of conductive alumina ceramic was successful by the electric discharge grinding (EDG). Therefore, the aim of the present work is to increase the material removal rate (MRR) during EDG of conductive alumina ceramic by addition of ceramic powder with dielectric.

To achieve the objective through experimental investigation is carried out and the influence of input process parameters (powder concentration, duty ratio, pulse on time, table speed and wheel speed) on surface roughness (SR), MRR and surface integrity has been studied. The fine grade silicon carbide powder of #1000?mesh sizes was mixed in dielectric medium with varying concentration to understand the influence of the powder concentration and its interaction with other process parameters during powder mixed electric discharge grinding (PMEDG). The central composite rotatable design (CCRD) has been used to plan the experiments. Optimization of the obtained statistical models of MRR and SR has been done to obtain highest MRR and lowest SR.

It was observed that the MRR achieved by PMEDG was 3 – 10 times higher than EDG. It was found that all the process factors and interactions show significant contribution on SR. The SR obtained by PMEDG was 2 – 4 times higher than EDG.

It has been established that the PMEDG process is a better option for processing of Al2O3–SiCw–TiC ceramic material as preliminary operation before EDG to achieve high MRR. In the present work the surface and subsurface damages were also assessed and characterized by the scanning electron microscope (SEM).

利用电火花磨削技术成功地加工了导电氧化铝陶瓷。因此,本研究的目的是通过添加含介电介质的陶瓷粉来提高导电氧化铝陶瓷放电过程中的材料去除率。为实现这一目标,通过实验研究了输入工艺参数(粉末浓度、占空比、脉冲时间、工作台转速和轮速)对表面粗糙度(SR)、MRR和表面完整性的影响。1000号优质碳化硅粉?在不同浓度的介质中混合不同粒度的电介质,了解粉末混合电火花磨削过程中粉末浓度的影响及其与其他工艺参数的相互作用。采用中心复合可旋转设计(CCRD)来规划实验。对所得的MRR和SR统计模型进行了优化,得到了最高MRR和最低SR, PMEDG的MRR比EDG高3 ~ 10倍。结果表明,各工艺因素及相互作用对其SR有显著影响,PMEDG的SR比EDG高2 ~ 4倍。结果表明,PMEDG工艺是制备Al2O3-SiCw-TiC陶瓷材料的较好工艺,可作为电气化前的预备工艺,以获得较高的MRR。本文还利用扫描电子显微镜(SEM)对表面和亚表面损伤进行了评估和表征。
{"title":"Processing of Al2O3–SiCw–TiC ceramic composite by powder mixed electric discharge grinding","authors":"M. K. Satyarthi,&nbsp;Pulak M. Pandey","doi":"10.1186/s40759-016-0013-x","DOIUrl":"https://doi.org/10.1186/s40759-016-0013-x","url":null,"abstract":"<p>The machining of conductive alumina ceramic was successful by the electric discharge grinding (EDG). Therefore, the aim of the present work is to increase the material removal rate (MRR) during EDG of conductive alumina ceramic by addition of ceramic powder with dielectric.</p><p>To achieve the objective through experimental investigation is carried out and the influence of input process parameters (powder concentration, duty ratio, pulse on time, table speed and wheel speed) on surface roughness (SR), MRR and surface integrity has been studied. The fine grade silicon carbide powder of #1000?mesh sizes was mixed in dielectric medium with varying concentration to understand the influence of the powder concentration and its interaction with other process parameters during powder mixed electric discharge grinding (PMEDG). The central composite rotatable design (CCRD) has been used to plan the experiments. Optimization of the obtained statistical models of MRR and SR has been done to obtain highest MRR and lowest SR.</p><p>It was observed that the MRR achieved by PMEDG was 3 – 10 times higher than EDG. It was found that all the process factors and interactions show significant contribution on SR. The SR obtained by PMEDG was 2 – 4 times higher than EDG.</p><p>It has been established that the PMEDG process is a better option for processing of Al<sub>2</sub>O<sub>3</sub>–SiC<sub>w</sub>–TiC ceramic material as preliminary operation before EDG to achieve high MRR. In the present work the surface and subsurface damages were also assessed and characterized by the scanning electron microscope (SEM).</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0013-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4585897","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
Taguchi-Grey relation analysis for assessing the optimal set of control factors of thermal barrier coatings for high-temperature applications 基于田口灰关联分析的高温热障涂层最优控制因素
IF 4.03 Pub Date : 2016-10-12 DOI: 10.1186/s40759-016-0011-z
Mohammed Yunus, Mohammad S. Alsoufi, Shadi M. Munshi

In an aerospace industry, the efficient use of thermally sprayed coatings for high-temperature applications is achieved by improving the thermal characteristics (TC) such as thermal drop/barrier (TD) and thermal fatigue cycles (TFC). The characterization of ceramic coatings demands a better understanding of TC and their performance.

In this paper, an attempt has been made to use hybrid Taguchi design method based grey relation analysis (GRA) for optimizing the control factors such as the thickness of coating, type of coating, bond coating and exposed temperature. The necessary experiments were carried out using Taguchi L16 factorial design of experiments for analysis based on the larger the better signal-to-noise (S/N) ratio. The multi-response/output optimization and grading of control factors were successfully carried out by GRA.

The significance of each factor as regards TD and TFC were investigated. The ANOVA results showed that most important parameters at 95?% confidence level and were validated with a confirmation test using optimum process factors. It shows an improvement in the TC of thermal barrier coatings.

This work revealed that the hybrid GRA with Taguchi technique had improved the durability and efficient usage of TBC for high-temperature applications.

在航空航天工业中,通过改善热降/热障(TD)和热疲劳循环(TFC)等热特性(TC),可以有效地在高温应用中使用热喷涂涂层。陶瓷涂层的表征需要更好地了解TC及其性能。本文尝试采用基于灰色关联分析(GRA)的混合田口设计方法对涂层厚度、涂层类型、粘结层和暴露温度等控制因素进行优化。必要的实验采用田口L16析因设计进行实验分析,基于信噪比越大越好。利用遗传算法成功地进行了多响应/输出优化和控制因素分级。研究了各因素对TD和TFC的影响。方差分析结果显示,在95?%的置信水平,并使用最佳工艺因素进行确认试验。这表明热障涂层的温度有了提高。这项工作表明,与田口技术相结合的混合GRA提高了TBC在高温应用中的耐久性和效率。
{"title":"Taguchi-Grey relation analysis for assessing the optimal set of control factors of thermal barrier coatings for high-temperature applications","authors":"Mohammed Yunus,&nbsp;Mohammad S. Alsoufi,&nbsp;Shadi M. Munshi","doi":"10.1186/s40759-016-0011-z","DOIUrl":"https://doi.org/10.1186/s40759-016-0011-z","url":null,"abstract":"<p>In an aerospace industry, the efficient use of thermally sprayed coatings for high-temperature applications is achieved by improving the thermal characteristics (TC) such as thermal drop/barrier (TD) and thermal fatigue cycles (TFC). The characterization of ceramic coatings demands a better understanding of TC and their performance.</p><p>In this paper, an attempt has been made to use hybrid Taguchi design method based grey relation analysis (GRA) for optimizing the control factors such as the thickness of coating, type of coating, bond coating and exposed temperature. The necessary experiments were carried out using Taguchi L16 factorial design of experiments for analysis based on the larger the better signal-to-noise (S/N) ratio. The multi-response/output optimization and grading of control factors were successfully carried out by GRA.</p><p>The significance of each factor as regards TD and TFC were investigated. The ANOVA results showed that most important parameters at 95?% confidence level and were validated with a confirmation test using optimum process factors. It shows an improvement in the TC of thermal barrier coatings.</p><p>This work revealed that the hybrid GRA with Taguchi technique had improved the durability and efficient usage of TBC for high-temperature applications.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0011-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4509275","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: 11
Analysis on the effect of ZnO on Carbon nanotube by spray pyrolysis method 喷雾热解法分析ZnO对碳纳米管的影响
IF 4.03 Pub Date : 2016-06-02 DOI: 10.1186/s40759-016-0010-0
A. Ayeshamariam, D. Saravanakkumar, M. Kashif, S. Sivaranjani, B. Ravikumar

ZnO/CNT nanocomposites were prepared using Zinc acetate source materials and with the assistance of copper plate, glycine and sugar solution. The combined behavior between these two materials may give rise to the production of advanced materials with a wide range of applications in electronics and optoelectronics.

The ZnO-CNT nanostructures are successfully prepared by simple perfume spray pyrolysis method on copper substrate. The possible growth mechanism of ZnO-CNT nanocrystals formation by this method has been tried to explore the sensor and optical properties has been demonstrated.

The as-synthesized ZnO-CNT nanostructures were characterized using the scanning electron microscopy (SEM), transmission electron microscopy (TEM) and X-ray diffraction (XRD) pattern measured with Cu Kα radiation. Studies of the morphologies of the ZnO-coated CNTs revealed no significant change in the internal structures single walled graphite sheets and the diameters of the CNTs, but the ZnO appeared to form a layer of thinfilm single crystalline particles attaching to the surface of the nanotubes. The photoluminescence (PL) measurements excited by the 380?nm were done at room temperature. CNTs are easy to be entangled and agglomerate due to their long length and low diffusive mobility in base fluids.

The lower mobility was found to occur for the ZnO/CNT composite where a linear sensitivity behavior was measured and it reaches high at the temperature of 200 °C. The samples luminescence is dominated by well-structured ultraviolet band emission and almost no deep level emission was observed, revealing a high optical quality of the produced structures.

以乙酸锌为原料,在铜板、甘氨酸和糖溶液的辅助下制备了ZnO/CNT纳米复合材料。这两种材料之间的结合行为可能会产生在电子和光电子领域具有广泛应用的先进材料。采用简单的香水喷雾热解方法在铜基体上成功制备了ZnO-CNT纳米结构。本文尝试探索了这种方法形成ZnO-CNT纳米晶体的可能生长机理,并对其光学性能进行了验证。采用扫描电镜(SEM)、透射电镜(TEM)和Cu Kα辐射x射线衍射(XRD)对合成的ZnO-CNT纳米结构进行了表征。对ZnO包覆碳纳米管的形貌研究表明,单壁石墨片的内部结构和碳纳米管的直径没有明显变化,但ZnO似乎在纳米管表面形成了一层薄膜状的单晶颗粒。380?激发光致发光(PL)测量Nm在室温下进行。由于碳纳米管的长度较长,在基础流体中的扩散迁移率较低,因此碳纳米管易于缠绕和团聚。ZnO/CNT复合材料具有较低的迁移率,在200℃时达到较高的线性灵敏度。样品的发光以结构良好的紫外波段发光为主,几乎没有观察到深能级发光,表明所制备的结构具有很高的光学质量。
{"title":"Analysis on the effect of ZnO on Carbon nanotube by spray pyrolysis method","authors":"A. Ayeshamariam,&nbsp;D. Saravanakkumar,&nbsp;M. Kashif,&nbsp;S. Sivaranjani,&nbsp;B. Ravikumar","doi":"10.1186/s40759-016-0010-0","DOIUrl":"https://doi.org/10.1186/s40759-016-0010-0","url":null,"abstract":"<p>ZnO/CNT nanocomposites were prepared using Zinc acetate source materials and with the assistance of copper plate, glycine and sugar solution. The combined behavior between these two materials may give rise to the production of advanced materials with a wide range of applications in electronics and optoelectronics.</p><p>The ZnO-CNT nanostructures are successfully prepared by simple perfume spray pyrolysis method on copper substrate. The possible growth mechanism of ZnO-CNT nanocrystals formation by this method has been tried to explore the sensor and optical properties has been demonstrated.</p><p>The as-synthesized ZnO-CNT nanostructures were characterized using the scanning electron microscopy (SEM), transmission electron microscopy (TEM) and X-ray diffraction (XRD) pattern measured with Cu Kα radiation. Studies of the morphologies of the ZnO-coated CNTs revealed no significant change in the internal structures single walled graphite sheets and the diameters of the CNTs, but the ZnO appeared to form a layer of thinfilm single crystalline particles attaching to the surface of the nanotubes. The photoluminescence (PL) measurements excited by the 380?nm were done at room temperature. CNTs are easy to be entangled and agglomerate due to their long length and low diffusive mobility in base fluids.</p><p>The lower mobility was found to occur for the ZnO/CNT composite where a linear sensitivity behavior was measured and it reaches high at the temperature of 200 °C. The samples luminescence is dominated by well-structured ultraviolet band emission and almost no deep level emission was observed, revealing a high optical quality of the produced structures.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0010-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4087716","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: 15
Investigation of mechanical properties of Armco-iron during fatigue test Armco-iron疲劳试验力学性能研究
IF 4.03 Pub Date : 2016-03-25 DOI: 10.1186/s40759-016-0009-6
А. Vshivkov, А. Prokhorov, S. Uvarov, O. Plekhov

In this paper the mechanical properties of armco-iron are studied experimentally. The ultrasonic testing machine USF-2000 was used to carry out fatigue tests involving 106–1010 loading cycles. The frequency of loading is 19.5?±?0.5?kHz. Based on the experimental data, the W?hler curve was obtained.

For the analysis of physical condition, two new sensors were designed, one of which measured the electric resistance of the sample and the other measured the magnetic permeability. Second measuring method can be applied to ferromagnetic materials only, though it may be useful for studying the mechanical properties of metals in general.

It was shown that the significant changes in physical processes accompanying the evolution of structural defects in the material were observed in the final stages of the experiment.

The applied measurement techniques allowed us to exactly determine the time of fatigue crack initiation below the surface the material, which cannot be monitored by the standard optic methods.

本文对臂铁的力学性能进行了实验研究。采用超声试验机USF-2000进行了106-1010次加载循环的疲劳试验。加载频率为19.5±0.5 kHz。根据实验数据,W?得到Hler曲线。为了分析样品的物理状态,设计了两种新型传感器,一种用于测量样品的电阻,另一种用于测量样品的磁导率。第二种测量方法只能应用于铁磁性材料,尽管它可能对研究一般金属的机械性能有用。结果表明,在实验的最后阶段,随着材料结构缺陷的演变,物理过程发生了显著的变化。所应用的测量技术使我们能够准确地确定材料表面以下疲劳裂纹起裂的时间,这是标准光学方法无法监测的。
{"title":"Investigation of mechanical properties of Armco-iron during fatigue test","authors":"А. Vshivkov,&nbsp;А. Prokhorov,&nbsp;S. Uvarov,&nbsp;O. Plekhov","doi":"10.1186/s40759-016-0009-6","DOIUrl":"https://doi.org/10.1186/s40759-016-0009-6","url":null,"abstract":"<p>In this paper the mechanical properties of armco-iron are studied experimentally. The ultrasonic testing machine USF-2000 was used to carry out fatigue tests involving 10<sup>6</sup>–10<sup>10</sup> loading cycles. The frequency of loading is 19.5?±?0.5?kHz. Based on the experimental data, the W?hler curve was obtained.</p><p>For the analysis of physical condition, two new sensors were designed, one of which measured the electric resistance of the sample and the other measured the magnetic permeability. Second measuring method can be applied to ferromagnetic materials only, though it may be useful for studying the mechanical properties of metals in general.</p><p>It was shown that the significant changes in physical processes accompanying the evolution of structural defects in the material were observed in the final stages of the experiment.</p><p>The applied measurement techniques allowed us to exactly determine the time of fatigue crack initiation below the surface the material, which cannot be monitored by the standard optic methods.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0009-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4978343","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: 3
Post-buckled equilibrium state of axially compressed polymeric rod in glass and rubbery transitions 轴向压缩聚合物棒在玻璃和橡胶过渡中的后屈曲平衡状态
IF 4.03 Pub Date : 2016-01-22 DOI: 10.1186/s40759-016-0008-7
Ksenia Alekseevna Tikhomirova, Nikolay Aleksandrovich Trufanov

Glass and rubbery transitions under cooling and heating of polymeric materials underlie a shape memory effect, that is a material ability to save temporarily the deformed shape and restore the original one under the external influence. The present work aims to model the shape memory effect for an axially compressed polymeric rod in its post-buckled equilibrium state, which is the generalization of Euler’s elastica for a glassy material case.

For modeling, we use a new type of constitutive relations describing the thermomechanical behavior of amorphous polymers over a wide temperature range. To define the model parameters for lightly-linked epoxy resin a series of experiments was conducted using the Dynamic Mechanical Analyzer.

Post-buckled states of an epoxy rod equilibrium during the temperature change have been found from numerical simulation. The obtained results illustrate the shape memory effect in case of axially compressed rod buckling.

The thermomechanical shape-memory cycle includes the stages of deformation development and preservation and the subsequent recovery of the initial shape. According to the obtained results, maximum deflection corresponds to the first loading step at the rubbery material state, because the elastic modulus is very low. During cooling under a constant load the deformation remains constant. After unloading in glassy state the deflection decreases by a small value, because the glassy elastic modulus significantly exceeds the rubbery one. During subsequent heating the rod recovers its initial undeformed shape.

聚合物材料在冷却和加热下的玻璃化和橡胶化转变是一种形状记忆效应的基础,即材料在外部影响下暂时保存变形形状并恢复原始形状的能力。本工作旨在模拟轴向压缩聚合物棒在屈曲后平衡状态下的形状记忆效应,这是欧拉弹性理论在玻璃材料情况下的推广。为了建模,我们使用了一种新型的本构关系来描述非晶聚合物在宽温度范围内的热力学行为。为了确定轻链环氧树脂的模型参数,利用动态力学分析仪进行了一系列实验。通过数值模拟发现了温度变化过程中环氧棒的后屈曲状态。所得结果说明了轴向压缩杆屈曲时的形状记忆效应。热-机械形状记忆循环包括变形发展和保存阶段以及随后初始形状的恢复阶段。根据得到的结果,最大挠度对应于橡胶材料状态下的第一个加载步骤,因为弹性模量很低。在恒定负荷下的冷却过程中,变形保持恒定。在玻璃态卸载后,由于玻璃弹性模量明显大于橡胶弹性模量,挠度减小幅度较小。在随后的加热过程中,棒恢复其初始未变形的形状。
{"title":"Post-buckled equilibrium state of axially compressed polymeric rod in glass and rubbery transitions","authors":"Ksenia Alekseevna Tikhomirova,&nbsp;Nikolay Aleksandrovich Trufanov","doi":"10.1186/s40759-016-0008-7","DOIUrl":"https://doi.org/10.1186/s40759-016-0008-7","url":null,"abstract":"<p>Glass and rubbery transitions under cooling and heating of polymeric materials underlie a shape memory effect, that is a material ability to save temporarily the deformed shape and restore the original one under the external influence. The present work aims to model the shape memory effect for an axially compressed polymeric rod in its post-buckled equilibrium state, which is the generalization of Euler’s elastica for a glassy material case.</p><p>For modeling, we use a new type of constitutive relations describing the thermomechanical behavior of amorphous polymers over a wide temperature range. To define the model parameters for lightly-linked epoxy resin a series of experiments was conducted using the Dynamic Mechanical Analyzer.</p><p>Post-buckled states of an epoxy rod equilibrium during the temperature change have been found from numerical simulation. The obtained results illustrate the shape memory effect in case of axially compressed rod buckling.</p><p>The thermomechanical shape-memory cycle includes the stages of deformation development and preservation and the subsequent recovery of the initial shape. According to the obtained results, maximum deflection corresponds to the first loading step at the rubbery material state, because the elastic modulus is very low. During cooling under a constant load the deformation remains constant. After unloading in glassy state the deflection decreases by a small value, because the glassy elastic modulus significantly exceeds the rubbery one. During subsequent heating the rod recovers its initial undeformed shape.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"2 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2016-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-016-0008-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4861642","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: 4
Viscoelasticity of periodontal ligament: an analytical model 牙周韧带粘弹性的分析模型
IF 4.03 Pub Date : 2015-11-16 DOI: 10.1186/s40759-015-0007-0
Sergei M. Bosiakov, Anna A. Koroleva, Sergei V. Rogosin, Vadim V. Silberschmidt

Understanding of viscoelastic behaviour of a periodontal membrane under physiological conditions is important for many orthodontic problems. A new analytic model of a nearly incompressible viscoelastic periodontal ligament is suggested, employing symmetrical paraboloids to describe its internal and external surfaces.

In the model, a tooth root is assumed to be a rigid body, with perfect bonding between its external surface and an internal surface of the ligament. An assumption of almost incompressible material is used to formulate kinematic relationships for a periodontal ligament; a viscoelastic constitutive equation with a fractional exponential kernel is suggested for its description.

Translational and rotational equations of motion are derived for ligament’s points and special cases of translational displacements of the tooth root are analysed. Material parameters of the fractional viscoelastic function are assessed on the basis of experimental data for response of the periodontal ligament to tooth translation. A character of distribution of hydrostatic stresses in the ligament caused by vertical and horizontal translations of the tooth root is defined.

The proposed model allows generalization of the known analytical models of the viscoelastic periodontal ligament by introduction of instantaneous and relaxed elastic moduli, as well as the fractional parameter. The latter makes it possible to take into account different behaviours of the periodontal tissue under short- and long-term loads. The obtained results can be used to determine loads required for orthodontic tooth movements corresponding to optimal stresses, as well as to simulate bone remodelling on the basis of changes in stresses and strains in the periodontal ligament caused by such movements.

了解生理条件下牙周膜的粘弹性行为对许多正畸问题都很重要。提出了一种近似不可压缩粘弹性牙周膜的解析模型,该模型采用对称抛物面来描述牙周膜的内外表面。在模型中,假设牙根为刚体,其外表面与韧带内表面结合良好。假设几乎不可压缩的材料是用来制定运动关系的牙周韧带;提出了具有分数指数核的粘弹性本构方程来描述它。导出了韧带点的平移和旋转运动方程,并分析了牙根平移位移的特殊情况。根据牙周膜对牙齿平移响应的实验数据,评估了分数粘弹性函数的材料参数。定义了由牙根的垂直和水平平移引起的韧带静水应力的分布特征。提出的模型通过引入瞬时弹性模量和松弛弹性模量以及分数参数,可以推广已知的粘弹性牙周韧带分析模型。后者使得考虑牙周组织在短期和长期负荷下的不同行为成为可能。所获得的结果可用于确定与最佳应力相对应的正畸牙齿运动所需的载荷,并根据这种运动引起的牙周韧带应力和应变的变化来模拟骨重塑。
{"title":"Viscoelasticity of periodontal ligament: an analytical model","authors":"Sergei M. Bosiakov,&nbsp;Anna A. Koroleva,&nbsp;Sergei V. Rogosin,&nbsp;Vadim V. Silberschmidt","doi":"10.1186/s40759-015-0007-0","DOIUrl":"https://doi.org/10.1186/s40759-015-0007-0","url":null,"abstract":"<p>Understanding of viscoelastic behaviour of a periodontal membrane under physiological conditions is important for many orthodontic problems. A new analytic model of a nearly incompressible viscoelastic periodontal ligament is suggested, employing symmetrical paraboloids to describe its internal and external surfaces.</p><p>In the model, a tooth root is assumed to be a rigid body, with perfect bonding between its external surface and an internal surface of the ligament. An assumption of almost incompressible material is used to formulate kinematic relationships for a periodontal ligament; a viscoelastic constitutive equation with a fractional exponential kernel is suggested for its description.</p><p>Translational and rotational equations of motion are derived for ligament’s points and special cases of translational displacements of the tooth root are analysed. Material parameters of the fractional viscoelastic function are assessed on the basis of experimental data for response of the periodontal ligament to tooth translation. A character of distribution of hydrostatic stresses in the ligament caused by vertical and horizontal translations of the tooth root is defined.</p><p>The proposed model allows generalization of the known analytical models of the viscoelastic periodontal ligament by introduction of instantaneous and relaxed elastic moduli, as well as the fractional parameter. The latter makes it possible to take into account different behaviours of the periodontal tissue under short- and long-term loads. The obtained results can be used to determine loads required for orthodontic tooth movements corresponding to optimal stresses, as well as to simulate bone remodelling on the basis of changes in stresses and strains in the periodontal ligament caused by such movements.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"1 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2015-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-015-0007-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4656706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
An integrated FEM-ANN model for laser bending process with inverse estimation of absorptivity 基于吸光率逆估计的激光弯曲综合有限元-神经网络模型
IF 4.03 Pub Date : 2015-10-16 DOI: 10.1186/s40759-015-0006-1
Ravi Kant, Shrikrishna N. Joshi, Uday S. Dixit

Absorption of laser energy into the worksheet surface during laser bending process is an important and critical factor for accurate computation of the bend angle. This paper presents an integrated FEM-ANN approach to compute accurate value of bend angle during laser bending process.

Initially, a finite element method (FEM) based three-dimensional nonlinear transient thermo-mechanical numerical model is developed using ABAQUS package. Using FEM model and data obtained in actual experiments, the proper values of absorptivity for various sets of process conditions are computed by inverse analysis technique. Based on the proper values of absorptivity, an artificial neural network (ANN) model is developed for accurate and quick prediction of absorptivity for given input process conditions. The predicted absorptivity is then employed in the FEM model for accurate computation of bend angle.

The performance of the integrated approach is verified by conducting experiments.

The verification results showed that the proposed approach is able to compute the bend angle with a very good accuracy (average prediction error of 4.14?%). The proposed approach can also be suitable for the numerical simulations of other laser based manufacturing processes.

激光弯曲过程中激光能量在工件表面的吸收是精确计算弯曲角的一个重要而关键的因素。本文提出了一种结合有限元-神经网络的方法来计算激光弯曲过程中弯曲角的精确值。首先,利用ABAQUS软件建立了基于有限元法的三维非线性瞬态热力数值模型。利用有限元模型和实际实验数据,用逆分析方法计算了不同工艺条件下吸收率的适宜值。在给定的输入过程条件下,基于合适的吸光率值,建立了一种人工神经网络模型,用于准确、快速地预测吸光率。然后将预测的吸光率用于有限元模型中,以精确计算弯曲角。通过实验验证了该方法的有效性。验证结果表明,该方法能够以较好的精度(平均预测误差为4.14%)计算出弯曲角。该方法也适用于其他基于激光的制造过程的数值模拟。
{"title":"An integrated FEM-ANN model for laser bending process with inverse estimation of absorptivity","authors":"Ravi Kant,&nbsp;Shrikrishna N. Joshi,&nbsp;Uday S. Dixit","doi":"10.1186/s40759-015-0006-1","DOIUrl":"https://doi.org/10.1186/s40759-015-0006-1","url":null,"abstract":"<p>Absorption of laser energy into the worksheet surface during laser bending process is an important and critical factor for accurate computation of the bend angle. This paper presents an integrated FEM-ANN approach to compute accurate value of bend angle during laser bending process.</p><p>Initially, a finite element method (FEM) based three-dimensional nonlinear transient thermo-mechanical numerical model is developed using ABAQUS package. Using FEM model and data obtained in actual experiments, the proper values of absorptivity for various sets of process conditions are computed by inverse analysis technique. Based on the proper values of absorptivity, an artificial neural network (ANN) model is developed for accurate and quick prediction of absorptivity for given input process conditions. The predicted absorptivity is then employed in the FEM model for accurate computation of bend angle.</p><p>The performance of the integrated approach is verified by conducting experiments.</p><p>The verification results showed that the proposed approach is able to compute the bend angle with a very good accuracy (average prediction error of 4.14?%). The proposed approach can also be suitable for the numerical simulations of other laser based manufacturing processes.</p>","PeriodicalId":696,"journal":{"name":"Mechanics of Advanced Materials and Modern Processes","volume":"1 1","pages":""},"PeriodicalIF":4.03,"publicationDate":"2015-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s40759-015-0006-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4660499","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: 24
期刊
Mechanics of Advanced Materials and Modern Processes
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1