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Analytical modeling and optimal design of clamped sandwich beams with cellular cores subjected to shock loading 冲击荷载作用下蜂窝芯夹紧夹层梁的解析建模与优化设计
4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-09-26 DOI: 10.1108/mmms-12-2022-0278
Lang Li, Jiahui Li, Fan Zhang, Fusen Jia, Lei Li
Purpose Sandwich structures with well-designed cellular cores exhibit superior shock resistance compared to monolithic structures of equal mass. This study aims to develop a comprehensive analytical model for predicting the dynamic response of cellular-core sandwich structures subjected to shock loading and investigate their application in protective design. Design/methodology/approach First, an analytical model of a clamped sandwich beam for over-span shock loading was developed. In this model, the incident shock-wave reflection was considered, the clamped face sheets were simplified using two single-degree-of-freedom (SDOF) systems, the core was idealized using the rigid-perfectly-plastic-locking (RPPL) model in the thickness direction and simplified as an SDOF system in the span direction. The model was then evaluated using existing analytical models before being employed to design the sandwich-beam configurations for two typical engineering applications. Findings The model effectively predicted the dynamic response of sandwich panels, especially when the shock-loading pulse shape was considered. The optimal compressive cellular-core strength increased with increasing peak pressure and shock-loading impulse. Neglecting the core tensile strength could result in an overestimation of the optimal compressive cellular-core strength. Originality/value A new model was proposed and employed to optimally design clamped cellular-core sandwich-beam configurations subjected to shock loading.
目的:与同等质量的单片结构相比,具有精心设计的蜂窝芯的夹层结构具有更好的抗冲击性能。本研究旨在建立一个综合的分析模型来预测细胞核夹层结构在冲击载荷下的动力响应,并研究其在防护设计中的应用。设计/方法/方法首先,建立了夹紧夹层梁跨跨冲击载荷的分析模型。该模型考虑了入射冲击波的反射,将夹紧面片简化为两个单自由度系统,在厚度方向上采用刚性-完全塑性锁定(RPPL)模型理想化芯,在跨度方向上简化为一个单自由度系统。然后使用现有的分析模型对模型进行评估,然后将其用于设计两个典型工程应用的夹层梁结构。发现该模型能有效预测夹层板的动力响应,特别是考虑冲击脉冲形状时。随着峰值压力和冲击载荷脉冲的增大,最优压缩芯强度增大。忽略岩心抗拉强度会导致高估最优的细胞-岩心抗压强度。提出了一种新的模型,并将其应用于冲击载荷下夹持蜂窝芯夹芯梁结构的优化设计。
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引用次数: 0
Statistical and experimental study on microcrack of mortar by a self-healing agent of bacteria adsorbed by expanded perlite 膨胀珍珠岩吸附细菌自愈剂对砂浆微裂纹的统计与实验研究
4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-09-19 DOI: 10.1108/mmms-12-2022-0285
Hong-Feng Li, Jun Sun, Xiao-Yong Wang, Lei-Lei Xing, Guang-Zhu Zhang
Purpose The purpose of this paper is to add expanded perlite (EP) immobilized microorganisms that replace part of the standard sand in mortar to improve the self-healing ability of mortar cracks and reduce the water absorption of mortar after healing. Design/methodology/approach Bacillus pseudofirmus spores were immobilized with EP particles as self-healing agents. The effects of adding self-healing agents on the compressive strength of mortar specimens were observed. The ability of mortar specimens to heal cracks was evaluated using crack microscopic observation and water absorption experiments. The filler at the cracks was microscopically analyzed by scanning electron microscope and X-ray diffraction experiments. Findings First, the internal curing effect of EP promotes the hydration of cement in mortar, which generates more amount and denser crystal structure of Ca(OH)2 at mortar cracks and improves the self-healing ability of mortar. Second, the self-healing ability of mortar improves with the increase of self-healing agent admixture. Adding a self-healing agent of high admixture makes the planar undulation of calcite crystal accumulation at mortar cracks more significant. Finally, the initial crack widths that can be completely healed by adding EP and self-healing agents to the mortar are 200 µm and 600 µm, respectively. Originality/value The innovation points of this study are as follows. (1) The mechanism of the internal curing effect of EP particles on the self-healing ability of mortar cracks was revealed by crack microscopic observation tests and microscopic experiments. (2) The effect of different self-healing agent amounts on the self-healing ability of mortar cracks has been studied. (3) The effects of EP particles and self-healing agents on healing different initial widths were elucidated by crack microscopic observation tests. Graphical abstract
目的在砂浆中加入膨胀珍珠岩(EP)固定化微生物,取代部分标准砂,提高砂浆裂缝的自愈合能力,降低砂浆愈合后的吸水率。设计/方法/方法用EP颗粒作为自愈剂固定假硬芽孢杆菌孢子。研究了添加自愈剂对砂浆试件抗压强度的影响。采用裂缝微观观察和吸水试验对砂浆试件的自愈能力进行了评价。采用扫描电子显微镜和x射线衍射实验对裂纹处的填充物进行了微观分析。首先,EP的内部养护作用促进了砂浆中水泥的水化作用,使砂浆裂缝处Ca(OH)2生成量更多、晶体结构更致密,提高了砂浆的自愈能力。其次,砂浆的自愈能力随着自愈剂掺量的增加而提高。高掺量自愈剂的加入使方解石晶体在砂浆裂缝处堆积的平面波动更加明显。最后,在砂浆中添加EP和自愈剂可完全愈合的初始裂缝宽度分别为200µm和600µm。本研究的创新点如下:(1)通过裂缝细观试验和细观实验,揭示EP颗粒内部养护作用对砂浆裂缝自愈能力的作用机理。(2)研究了不同自愈剂用量对砂浆裂缝自愈能力的影响。(3)通过裂纹微观观察试验,阐明了EP颗粒和自愈剂对不同初始宽度裂纹愈合的影响。图形抽象
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引用次数: 0
Multi-performance optimization for AWJ drilling process in cutting of ceramic tile: BBD with EOBL-GOA algorithm 瓷砖切割AWJ钻孔工艺多性能优化:基于EOBL-GOA算法的BBD
4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-09-13 DOI: 10.1108/mmms-11-2022-0254
A. Tamilarasan, A. Renugambal, K. Shunmugesh
Purpose The goal of this study is to determine the values of the process parameters that should be used during the machining of ceramic tile using the abrasive water jet (AWJ) process in order to achieve the lowest possible values for surface roughness and kerf taper angle. Design/methodology/approach In the present work, ceramic tile is processed by the AWJ process and experimental data were recorded using the RSM approach based Box–Behnken design matrix. The input process factors were water jet pressure, jet traverse speed, abrasive flow rate and standoff distance, to determine the surface roughness and kerf taper angle. ANOVA was used to check the adequacy of model and significance of process parameters. Further, the elite opposition-based learning grasshopper optimization (EOBL-GOA) algorithm was implemented to identify the simultaneous optimization of multiple responses of surface roughness and kerf taper angle in AWJ. Findings The suggested EOBL-GOA algorithm is suitable for AWJ of ceramic tile, as evidenced by the error rate of ±2 percent between experimental and predicted solutions. The surfaces were evaluated with an SEM to assess the quality of the surface generated with the optimal settings. As compared with initial setting of the SEM image, it was noticed that the bottom cut surface was nearly smooth, with less cracks, striations and pits in the improved optimal results of the SEM image. The results of the analysis can be used to control machining parameters and increase the accuracy of AWJed components. Originality/value The findings of this study present an innovative method for assessing the characteristics of the nontraditional machining processes that are most suited for use in industrial and commercial applications.
本研究的目的是确定在使用磨料水射流(AWJ)工艺加工瓷砖时应使用的工艺参数值,以获得尽可能低的表面粗糙度和切口锥度角值。在本工作中,瓷砖采用AWJ工艺处理,实验数据采用基于Box-Behnken设计矩阵的RSM方法记录。输入的工艺因素为水射流压力、射流横移速度、磨料流量和距,以确定表面粗糙度和切口锥度角。采用方差分析检验模型的充分性和工艺参数的显著性。在此基础上,实现了基于精英对立的学习蚱蜢优化算法(EOBL-GOA),以识别AWJ表面粗糙度和切口锥度的多重响应同时优化。结果提出的EOBL-GOA算法适用于瓷砖AWJ,实验结果与预测结果的误差为±2%。用扫描电镜对表面进行评估,以评估在最佳设置下生成的表面的质量。与SEM图像初始设置相比,改进后的SEM图像优化结果显示,底部切割面接近光滑,裂纹、条纹和凹坑较少。分析结果可用于控制加工参数,提高awed零件的加工精度。独创性/价值本研究的发现提出了一种创新的方法来评估最适合于工业和商业应用的非传统加工过程的特征。
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引用次数: 0
Study on creep behaviors of nickel-based single-crystal alloys considering microstructure evolution 考虑微观组织演变的镍基单晶合金蠕变行为研究
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-09-08 DOI: 10.1108/mmms-12-2022-0271
Xing Ai, Shuaishuai Wang, Fenghua Luo, H. Pei, Zhenwei Li
Purpose The purpose of this study is to describe the mechanism of single-crystal high-temperature creep deformation, predict the creep life more accurately and study the creep constitutive and lifetime models with microstructure evolution.Design/methodology/approachThe mechanical properties of nickel-based single-crystal superalloy are closely related to the γ' phase. Creep tests under four different temperature and stress conditions were carried out. The relationship between creep temperature, stress and life is fitted by numerical method, and the creep activation energy is obtained. The creep fracture surface, morphology and evolution of strengthening phase (γ') and matrix phase (γ) during different creep periods were observed by scanning electron microscope. With the increase of creep temperature, the rafting time is advanced. The detailed morphology and evolution of dislocations were observed by transmission electron microscope (TEM).FindingsWith the increase of creep temperature, the rafting time is advanced. The detailed morphology and evolution of dislocations were observed by TEM. Dislocations are mainly concentrated in the γ channel phase, especially at high temperature and low stress.Originality/valueA creep constitutive model based on the evolution of γ' phase size and γ channel width was proposed. Compared with the experimental results, the predicted creep life is within 1.4 times error dispersion band.
目的本研究旨在描述单晶高温蠕变变形的机理,更准确地预测蠕变寿命,并研究具有微观结构演化的蠕变本构模型和寿命模型。设计/方法/途径镍基单晶高温合金的力学性能与γ′相密切相关。在四种不同的温度和应力条件下进行了蠕变试验。用数值方法拟合了蠕变温度、应力和寿命之间的关系,得到了蠕变激活能。用扫描电子显微镜观察了不同蠕变阶段的蠕变断口、强化相(γ′)和基体相(γ)的形态和演化。随着蠕变温度的升高,漂流时间提前。用透射电子显微镜(TEM)观察了位错的详细形貌和演化过程。发现随着蠕变温度的升高,位错的漂移时间提前。用透射电镜观察了位错的详细形貌和演化过程。位错主要集中在γ通道相中,尤其是在高温和低应力下。独创性/价值基于γ′相尺寸和γ通道宽度的演化,提出了蠕变本构模型。与实验结果相比,预测的蠕变寿命在1.4倍误差色散带内。
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引用次数: 0
Vibration response analysis of a two-stage vibration isolation system for large airborne equipment 大型机载设备两级隔振系统的振动响应分析
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-08-29 DOI: 10.1108/mmms-04-2023-0142
Hongyan Zhu, Pengzhen Lv, Xiaochong Wu, Yuansheng Wang, Wei Liu, Huagang Lin, Zhufeng Yue
PurposeThis paper aims to propose a two-stage vibration isolation system for large airborne equipment to isolate aircraft vibration load.Design/methodology/approachFirst, the vibration isolation law of the discrete model of large airborne equipment under different damping ratios, stiffness ratios and mass ratios is analyzed, which guides the establishment of a three-dimensional solid model of large airborne equipment. Subsequently, the vibration isolation transfer efficiency is analyzed based on the three-dimensional model of the airborne equipment, and the angular and linear vibration responses of the two-stage vibration isolation system under different frequencies are studied.FindingsFinally, studies have shown that the steady-state angular vibration at the non-resonant frequency changes little. In contrast, the maximum angular vibration at the resonance peak reaches 0.0033 rad, at least 20 times the response at the non-resonant frequency. The linear vibration at the resonant frequency is at least 2.14 times the response at the non-resonant frequency. Obviously, the amplification factor of linear vibration is less than that of angular vibration, and angular vibration has the most significant effect on the internal vibration of airborne equipment.Originality/valueThe two-stage vibration isolation equipment designed in this paper has a positive guiding significance for the vibration isolation design of large airborne equipment.
目的提出一种适用于大型机载设备的两级隔振系统,用于隔离飞机振动载荷。设计/方法/途径首先,分析了大型机载设备离散模型在不同阻尼比、刚度比和质量比下的隔振规律,为建立大型机载设备三维实体模型提供了指导。随后,基于机载设备的三维模型分析了隔振传递效率,并研究了两级隔振系统在不同频率下的角振动和线性振动响应。最后,研究表明,非谐振频率下的稳态角振动变化很小。相反,谐振峰值处的最大角振动达到0.0033rad,至少是非谐振频率处响应的20倍。谐振频率下的线性振动至少是非谐振频率下响应的2.14倍。显然,线性振动的放大系数小于角振动,角振动对机载设备内部振动的影响最为显著。独创性/价值本文设计的两级隔振装置对大型机载设备的隔振设计具有积极的指导意义。
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引用次数: 0
Finite coating thickness of Prandtl fluid in non-isothermal reverse roll coating process 普朗特流体在非等温反向辊涂过程中的有限涂层厚度
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-08-29 DOI: 10.1108/mmms-02-2023-0061
Z. Abbas, S. Khaliq, Sana Usman, M. Rafiq
PurposeThe coating process is broadly employed in the manufacturing of wallpapers, adhesive tapes, wrapping, protection of fabrics and metals, X-ray and photographic films, beautification, books and magazines, film foils, magnetic records, coated paper, etc.Design/methodology/approachIn this study, an incompressible flow of non-Newtonian fluid is modeled to inspect the rheological behavior of finite coating thickness in the reverse roll coating process. With the assistance of lubrication approximation theory (LAT), the dimensionless form of governing expressions is simplified. Exact solutions for distributions for velocity, flow rate, temperature and pressure gradient attained utilizing perturbation technique and their variation is presented as well as discussed in graphs. Meanwhile, some important factors from an engineering perspective including coating thickness and transition point were calculated mathematically and are displayed in a tabular manner. Also, streamlines are drawn to observe the flow pattern.FindingsPrandtl fluid parameters provide a controlling factor to regulate the flow rate, velocity, coating thickness, and pressure gradient leading to an efficient coating process. Moreover, the Brinkman number and Prandtl fluid parameters significantly improve the temperature distribution.Originality/valueIn the literature, this study fills a gap in the theoretical prediction of coating thickness rheologically influenced by Prandtl fluid in reverse roll coating process.
目的涂布工艺广泛应用于墙纸、胶带、包装、织物和金属的保护、x射线和照相胶片、美化、书籍和杂志、薄膜、磁记录、涂布纸等的制造。设计/方法/途径在本研究中,模拟非牛顿流体的不可压缩流动,以考察有限涂布厚度的反滚涂布工艺的流变行为。借助润滑近似理论(LAT),对无量纲形式的控制表达式进行了简化。给出了利用微扰技术求得的速度、流量、温度和压力梯度分布及其变化的精确解,并用图形进行了讨论。同时,从工程角度对涂层厚度、过渡点等重要因素进行了数学计算,并以表格形式显示。同时,绘制流线来观察流型。发现喷淋流体参数为调节流速、速度、涂层厚度和压力梯度提供了控制因素,从而实现了高效的涂层过程。此外,Brinkman数和Prandtl流体参数显著改善了温度分布。在文献中,本研究填补了反滚涂覆过程中普朗特流体对涂层厚度流变学影响理论预测的空白。
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引用次数: 0
Sound absorption performance of composite structures from a kind of lightweight ceramic foam with perforated plate 一种轻质多孔板泡沫陶瓷复合结构吸声性能研究
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-08-28 DOI: 10.1108/mmms-05-2023-0155
P.S. Liu, S. Song, J.X. Sun
PurposeThe purpose of this paper is mainly to know: (1) the sound absorption coefficient of porous composite structures constituted by a new kind of lightweight ceramic foam and perforated plate; (2) the availability of an equivalent porous material model, recently proposed by the present author, to these composite structures in sound absorption.Design/methodology/approachA kind of lightweight ceramic foam with bulk density of 0.38–0.56 g·cm-3 was produced by means of molding, drying and sintering. The effect of stainless steel perforated plate on sound absorption performance of the ceramic foam was investigated by means of JTZB absorption tester.FindingsThe results indicate that the sound absorption performance could be obviously changed by adding the stainless steel perforated plate in front of the porous samples and the air gap in back of the porous samples. Adding the perforated plate to the porous sample with a relatively large pore size, the sound absorption performance could be evidently improved for the composite structure. When the air gap is added to the composite structure, the first absorption peak shifts to the lower frequency, and the sound absorption coefficient could increase in the low frequency range.Originality/valueBased on the equivalent porous material model and the “perforated plate with air gap” model, the sound absorption performance of the composite structures can be simulated conveniently to a great extent by using Johnson-Champoux-Allard model.
本文的主要目的是了解:(1)一种新型轻质陶瓷泡沫与多孔板构成的多孔复合结构的吸声系数;(2)本文作者最近提出的一种等效多孔材料模型的有效性,用于这些复合材料结构的吸声。设计/方法/方法采用成型、干燥、烧结等方法制备了体积密度为0.38 ~ 0.56 g·cm-3的轻质陶瓷泡沫材料。采用JTZB吸声仪研究了不锈钢多孔板对陶瓷泡沫吸声性能的影响。结果表明,在多孔材料前加不锈钢穿孔板,在多孔材料后加气隙,可以明显改变多孔材料的吸声性能。在孔径较大的多孔材料中加入穿孔板,可以明显提高复合材料的吸声性能。当复合材料结构中加入气隙时,第一吸收峰向低频偏移,在低频范围内吸声系数增大。基于等效多孔材料模型和“带气隙的穿孔板”模型,Johnson-Champoux-Allard模型可以在很大程度上方便地模拟复合材料结构的吸声性能。
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引用次数: 0
Site effect influence on the seismic vulnerability of unreinforced masonry buildings in low to moderate seismic urban areas in Algeria 场地效应对阿尔及利亚中低地震城市地区无筋砌体建筑地震易损性的影响
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-08-15 DOI: 10.1108/mmms-03-2023-0095
A. Athmani, Naida Ademović
PurposeThis paper aims to develop preliminary damage scenarios for unreinforced masonry buildings located in low to moderate seismic hazard areas in Algeria, taking into account the specific site effects.Design/methodology/approachThree soil types were considered in this analysis according to the definition of the Algerian seismic code (RPA99/2003). Peak ground acceleration values were assigned to each soil type issued from a probabilistic seismic hazard analysis (PSHA). To highlight the effect of soil conditions on the seismic vulnerability analysis of masonry buildings, a site vulnerability increment is carried out, and the macroseismic Risk-UE method has been adopted and applied by developing two main seismic scenarios according to both return periods of the PSHA, 100 and 475 years, respectively.FindingsBased on the preliminary results of rock site condition, it can be outlined that the significant damage obtained for different earthquake scenarios discovered a substantial worldwide seismic risk to the building stock of the study area. Once the site effect is integrated into the analysis, more high values of vulnerability indexes and expected damages are obtained. Moreover, it can be concluded that soft soil (S3) is a little bit more influential than stiff soil (S2) on the final vulnerability index compared to (S1). However, the difference between the soil effect S2 and S3 on the vulnerability index can be neglected.Research limitations/implicationsResearchers are encouraged to test the mechanical approaches for more detailed outcomes of a specific building analysis.Practical implicationsThis research proves to the Algerian decision-makers that due to the site effects and the vulnerability of the masonry buildings, an urgent intervention program is required even for existing buildings located in low to moderate seismic hazard areas.Originality/valueSeveral seismic vulnerability types of research have been conducted in Algeria for the unreinforced masonry buildings in moderate to high seismic areas in which generally the soil effect is neglected. In this context, this research paper proves that due to the site effects and the vulnerability of the masonry buildings, special attention is required even for existing buildings located in low to moderate seismic hazard areas. With this conclusion, the requirement of taking into account the soli effect in the high seismic areas is even more pronounced and should be conducted.
目的本文旨在为阿尔及利亚中低地震危险区的无筋砌体建筑制定初步的破坏方案,并考虑到具体的场地影响。设计/方法/方法根据阿尔及利亚地震规范(RPA99/2003)的定义,本分析考虑了三种土壤类型。根据概率地震危险性分析(PSHA),将峰值地面加速度值分配给每种土壤类型。为了突出土壤条件对砌体建筑地震易损性分析的影响,进行了场地易损性增量,并采用并应用了宏观地震风险UE方法,分别根据PSHA的两个重现期(100年和475年)开发了两个主要的地震场景。发现根据岩石场地条件的初步结果,可以概括地说,在不同的地震场景下获得的重大破坏对研究区域的建筑存量发现了巨大的全球地震风险。一旦将场地效应纳入分析,就会获得更高的脆弱性指数和预期损害值。此外,可以得出结论,与(S1)相比,软土(S3)对最终脆弱性指数的影响略大于硬土(S2)。然而,土壤效应S2和S3对脆弱性指数的影响可以忽略不计。研究局限性/含义鼓励研究人员测试机械方法,以获得特定建筑分析的更详细结果。实际意义这项研究向阿尔及利亚决策者证明,由于场地影响和砖石建筑的脆弱性,即使是位于中低地震危险区的现有建筑,也需要紧急干预计划。原创性/价值阿尔及利亚对中高地震区的无筋砌体建筑进行了几种地震易损性类型的研究,其中通常忽略了土壤效应。在此背景下,本文证明,由于场地效应和砌体建筑的脆弱性,即使是位于中低地震危险区的现有建筑也需要特别注意。有了这一结论,在高震区考虑soli效应的要求就更加明显了,应该予以执行。
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引用次数: 0
Reliability analysis of time-dependent problems based on ensemble learning of surrogate models 基于代理模型集成学习的含时问题的可靠性分析
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-08-15 DOI: 10.1108/mmms-04-2023-0132
C. Zhou, Zheng Wei, Huajin Lei, Fangyun Ma, Wei Li
PurposeSurrogate models are extensively used to substitute real models which are expensive to evaluate in the time-dependent reliability analysis. Normally, different surrogate models have different scopes of application. However, information is often insufficient for analysts to select the most appropriate surrogate model for a specific application. Thus, the result precited by individual surrogate model tends to be suboptimal or even inaccurate. Ensemble model can effectively deal with the above concern. This work aims to study the application of ensemble model for reliability analysis of time-independent problems.Design/methodology/approachIn this work, a method of reliability analysis for time-dependent problems based on ensemble learning of surrogate models is developed. The ensemble of surrogate models includes Kriging, radial basis function, and support vector machine. The prediction is approximated by the weighted average model. The ensemble learning of surrogate models is updated by finding and adding the sample points with large prediction errors throughout the entire procedure.FindingsThe effectiveness of the proposed method is verified by several examples. The results show that the ensemble of surrogate models can effectively propagate the uncertainty of time-varying problems, and evaluate the reliability with high prediction accuracy and computational efficiency.Originality/valueThis work proposes an adaptive learning framework for the uncertainty propagation of time-dependent problems based on the ensemble of surrogate models. Compared with individual surrogate models, the ensemble model not only saves the effort of selecting an appropriate surrogate model especially when the knowledge of unknown problem is lacking, but also improves the prediction accuracy and computational efficiency.
目的代理模型被广泛用于替代真实模型,这些模型在时间依赖的可靠性分析中评估成本很高。通常,不同的代理模型具有不同的应用范围。然而,信息往往不足以让分析师为特定应用程序选择最合适的代理模型。因此,个体代理模型计算的结果往往是次优的,甚至是不准确的。集合模型可以有效地处理上述问题。本工作旨在研究集成模型在时间无关问题可靠性分析中的应用。设计/方法论/方法在这项工作中,开发了一种基于代理模型集成学习的时间相关问题的可靠性分析方法。代理模型的集合包括克里格、径向基函数和支持向量机。通过加权平均模型来近似预测。代理模型的集成学习是通过在整个过程中找到并添加具有大预测误差的样本点来更新的。通过实例验证了该方法的有效性。结果表明,代理模型的集成可以有效地传播时变问题的不确定性,并以较高的预测精度和计算效率评估可靠性。独创性/价值这项工作提出了一个基于代理模型集合的自适应学习框架,用于时间相关问题的不确定性传播。与单个代理模型相比,集成模型不仅节省了选择合适代理模型的工作量,尤其是在缺乏未知问题知识的情况下,而且提高了预测精度和计算效率。
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引用次数: 0
Analytical solution and free vibration analysis for beams with step changes in stiffness 刚度阶跃变化梁的解析解和自由振动分析
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-07-31 DOI: 10.1108/mmms-04-2023-0138
Lei Li, Siqi An
PurposeThis paper aims to investigate analytical solutions of natural frequencies and mode shapes of Euler-Bernoulli beams with step changes in the stiffness.Design/methodology/approachIn this work, analytical solutions for a beam with a single discontinuity was performed. Subsequently, based on an effective matrix formulation, the closed-form expressions of the single discontinuity beam could be conveniently extended to stepped beams with multiple stiffness discontinuities.FindingsThe results of the study show that the natural frequency of the beam can be adjusted by the local stiffness variation, and step location plays a significant role in free vibration responses.Originality/valueThe effects of the stiffness of the segment and step location on the natural frequencies of the stepped beams under different boundary conditions were examined using the proposed analytical scheme. This study provides insights into the design of variable-stiffness beam structures with the capability to adjust natural frequencies.
目的研究具有阶跃刚度变化的欧拉-伯努利梁的固有频率和振型的解析解。设计/方法/方法在这项工作中,对具有单个不连续性的梁进行了分析求解。随后,基于有效的矩阵公式,可以方便地将单个不连续梁的闭合形式表达式推广到具有多个刚度不连续的阶梯梁。研究结果表明,梁的固有频率可以通过局部刚度的变化来调节,阶跃位置在自由振动响应中起着重要作用。独创性/值使用所提出的分析方案,研究了在不同边界条件下,节段刚度和台阶位置对阶梯梁固有频率的影响。本研究为具有调节固有频率能力的变刚度梁结构的设计提供了见解。
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引用次数: 0
期刊
Multidiscipline Modeling in Materials and Structures
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