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Prioritization of Effective Lean Tools for Reliability Analysis & Maintenance Strategy 为可靠性分析和维护策略制定有效精益工具的优先级
Pub Date : 2022-09-28 DOI: 10.38032/jea.2022.03.006
Sadia Tamanna, Mohammad Sohel Rahman
Asset or equipment reliability and availability have occupied extensive attention because of an emerging competitive environment and the overall operating and production cost. The main focus of this manuscript is to prioritize the lean tool and select an appropriate maintenance strategy for the repairable assets in the maintenance shop of the SIMGA1 shipyard. Five (5) assets of that maintenance shop such as an air compressor machine, 500-ton press machine, overhead crane machine, VDF lathe machine, and Roller machine were under breakdown maintenance. Due to the continuous degradation of those assets, attempts should be taken to enhance the reliability parameters by predicting upcoming failure events for each equipment or asset. QFD-AHP is a rapid tool in which quality function deployment is integrated with AHP to make an optimal selection. Firstly, the integrated QFD-AHP method is employed to prioritize the lean tools for that maintenance shop. 5S and KPI are the best fit for that shop among ten lean tools. Non Homogenous Poisson Process (NHPP) is a model which represents the no. of failure experienced up to time (t). NHPP and Weibull analysis are utilized to predict future failure events and analyzed the nature of the failure accordingly. From the results of the Weibull analysis and NHPP analysis, it is shown that the slope (β) of the failure rate is greater than 1 for all assets. Overhead crane m/c and 500-ton press m/c are the most critical m/c according to equipment criticality analysis. Finally, a decision diagram is utilized to extract the most congruent maintenance strategies based on the reliability parameter of five (5) assets. The approach employed in this study helps maintenance practitioners to achieve lean maintenance.
由于新兴的竞争环境和整体的运营和生产成本,资产或设备的可靠性和可用性引起了广泛的关注。本文的主要重点是优先考虑精益工具,并为SIMGA1造船厂维修车间的可修复资产选择适当的维护策略。该维修车间的5台资产,如空压机、500吨压力机、桥式起重机、VDF车床、滚筒机等进行故障维修。由于这些资产的不断退化,应该尝试通过预测每个设备或资产即将发生的故障事件来提高可靠性参数。QFD-AHP是一种快速的工具,它将质量功能部署与AHP相结合,以进行最优选择。首先,采用集成的QFD-AHP方法对维修车间的精益工具进行排序。在10种精益工具中,5S和KPI最适合该商店。非齐次泊松过程(Non - homogeneous Poisson Process, NHPP)是一种代表非齐次泊松过程的模型。在时间(t)之前所经历的故障。利用NHPP和威布尔分析来预测未来的故障事件,并据此分析故障的性质。由威布尔分析和NHPP分析结果可知,所有资产的故障率斜率(β)均大于1。根据设备临界性分析,桥式起重机m/c和500吨压力机m/c是最关键的m/c。最后,基于五(5)个资产的可靠性参数,利用决策图提取最一致的维护策略。本研究采用的方法有助于维修从业人员实现精益维修。
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引用次数: 0
An Efficient Computational Technique for the Analysis of Telegraph Equation 一种分析电报方程的高效计算技术
Pub Date : 2022-09-27 DOI: 10.38032/jea.2022.03.005
Selim Hussen, M. Uddin, M. Karim
The Telegraph equation has drawn much attention due to its recent variety of applications in different areas of the communication system. Various methods have been developed to solve the Telegraph equation so far. In this research paper, we have formulated a derivation mathematically for the Telegraph equation for the section of a line of transmission concerning the voltage associated and the current. Therefore, obtained mathematical equation has been solved numerically by COMSOL Multiphysics. We have then numerically analyzed the parametric behavior of the Telegraph equation. The analysis first starts with allowing both the damping coefficients to vary, keeping the transmission velocity fixed, and observing the pulse shape at different time slots. We have then investigated the deformation of the pulse caused due to the gradual increase of transmission velocity for varying damping coefficients at the intended discrete time slots. Finally, we analyzed the behavior of the associated voltage pattern for those variations due to the corresponding distance of the Telegraph wire. We have observed that changes in the damping coefficients have a gradual impact on the associated voltage of the Telegraph equation, which is more conspicuous for the higher time slots. Transmission velocity is found as the most influential parameter of the Telegraph equation that controls the deformation of the pulse height, which is the cardinal part of the inquiry.
由于最近在通信系统的不同领域的各种应用,电报方程引起了人们的广泛关注。到目前为止,已经发展出各种方法来解电报方程。在本文中,我们用数学公式推导了输电线路中有关相关电压和电流的部分的电报方程。利用COMSOL Multiphysics对得到的数学方程进行了数值求解。然后,我们用数值方法分析了电报方程的参数行为。分析首先允许阻尼系数变化,保持传输速度固定,并观察不同时隙的脉冲形状。然后,我们研究了由于在预定的离散时隙中不同阻尼系数的传输速度逐渐增加而引起的脉冲变形。最后,我们分析了由于电报线的相应距离而引起的相关电压模式的变化。我们已经观察到,阻尼系数的变化对电报方程的相关电压有逐渐的影响,这在较高的时隙中更为明显。发现传输速度是控制脉冲高度变形的电报方程中影响最大的参数,而脉冲高度是研究的主要部分。
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引用次数: 0
A Study of Large-eddy Simulation using Statistical and Machine Learning Techniques 基于统计和机器学习技术的大涡模拟研究
Pub Date : 2022-09-26 DOI: 10.38032/jea.2022.03.004
Mohammed Khalid Hossen
The numerical solution of Navier-Stokes (N-S) equations has been found useful in various disciplines during its development, especially in recent years. However, a large-eddy simulation method has been developed to model the subgrid-scale dissipation rate by closing the Navier-Stokes equations. Because the instantaneous and time-averaged statistic characteristics of the subgrid-scale turbulent kinetic energy and dissipation have been studied by large eddy simulation. The purpose of this study is to check the statistical and machine learning of the subgrid-scale energy dissipation. As we know that the current turbulence theory states that the vortex stretching mechanism transports energy from large to small scales and leads to a high energy dissipation rate in a turbulent flow. Hence, a vortex-stretching-based subgrid-scale model is considered regarding the square of the velocity gradient to detect the playing role of the vortex stretching mechanism. The study in this article has shown a two-step process. Considering a posteriori statistic of the velocity gradient is analyzed through higher-order statistics and joint probability density function. Secondly, a machine learning approach is studied on the same data. The results of the vortex-stretching-based subgrid-scale model are then compared with the other two dynamic subgrid models, such as the localized dynamic kinetic energy equation model and the TKE-based Deardorff model. The results suggest that the vortex-stretching-based model can detect the significant subgrid-scale dissipation of small-scale motions and predict satisfactory turbulence statistics of the velocity gradient tensor.
Navier-Stokes (N-S)方程的数值解在其发展过程中,特别是近年来,已被发现在各个学科中都很有用。然而,一种通过闭合Navier-Stokes方程来模拟亚网格尺度耗散率的大涡模拟方法已经被开发出来。通过大涡模拟研究了亚网格尺度湍流动能和耗散的瞬时和时均统计特性。本研究的目的是检验亚网格尺度能量耗散的统计和机器学习。我们知道,目前的湍流理论认为涡旋拉伸机制将能量从大尺度传递到小尺度,并导致湍流中能量耗散率高。因此,考虑基于速度梯度平方的涡旋拉伸亚网格尺度模型来检测涡旋拉伸机制的作用。本文的研究过程分为两步。通过高阶统计量和联合概率密度函数分析了速度梯度的后验统计量。其次,在相同的数据上研究了机器学习方法。然后,将基于涡旋拉伸的子网格尺度模型与其他两种动态子网格模型,如局域动态动能方程模型和基于tke的Deardorff模型进行了比较。结果表明,基于涡旋拉伸的模型可以检测到小尺度运动的显著亚网格尺度耗散,并预测出令人满意的速度梯度张量湍流统计量。
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引用次数: 0
Characteristics of Ion Beam for Various Gases in a Spherical Plasma Focus Device 球形等离子体聚焦装置中不同气体的离子束特性
Pub Date : 2022-09-24 DOI: 10.38032/jea.2022.03.003
M. A. Malek
This study presents the computed ion beam properties (flux, fluence, and energy) of argon, neon, and nitrogen gases with pressure variation in the spherical plasma focus device, KPU200 SPF. Numerical experiments are performed using the Lee code (version: RADPFV5.16FIB) with the gases in the pressure range of 0.10 - 19 Torr. The electrode geometry has been obtained by applying the ‘equivalent straightened electrode’ technique. The computed results for each of the gases show that the ion beam properties increase with the increase in pressure until reach a peak value and then start to reduce with further pressure increase. The peak ion beam flux (ions m-2 s-1), fluence (ions m-2), and energy (J) from heavier argon pinch plasma are found as 5.31 × 1027 at 2 Torr, 8.93 × 1020 at 3.5 Torr, and 3.46 × 104 at 3 Torr, respectively which are the utmost values from neon and nitrogen gases. Significant correlations of pinch radius and duration, effective charge number, and induced voltage with these ion beam properties are noticed and discussed in this paper. The obtained results of this study are compared with those of the NX2 plasma focus device that makes the consistency of the present research work.
本研究在球形等离子聚焦装置KPU200 SPF中计算氩气、氖气和氮气随压力变化的离子束特性(通量、通量和能量)。采用Lee代码(版本:RADPFV5.16FIB),在0.10 ~ 19 Torr的压力范围内进行了数值实验。采用“等效矫直电极”技术得到了电极的几何形状。对每种气体的计算结果表明,离子束的性质随着压力的增加而增加,直到达到峰值,然后随着压力的进一步增加而开始降低。较重氩掐缩等离子体的离子束通量(离子m-2 s-1)、通量(离子m-2)和能量(J)分别在2 Torr下为5.31 × 1027,在3.5 Torr下为8.93 × 1020,在3 Torr下为3.46 × 104,这是氖气和氮气的最大值。本文注意并讨论了夹紧半径、持续时间、有效电荷数和感应电压与这些离子束性质的显著相关性。将所得结果与NX2等离子体聚焦装置的结果进行了比较,使本研究工作具有一致性。
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引用次数: 0
A Remote Sensing-Based Approach to Identifying Spatio-Temporal Changes in Coastal Morphology in Bhola District, Bangladesh 基于遥感识别孟加拉国Bhola地区海岸形态时空变化的方法
Pub Date : 2022-09-08 DOI: 10.38032/jea.2022.03.002
Sharmin Sultana Toa, Alamtar Ali
Bhola, the largest island of Bangladesh located at the estuarine mouth bar of the Bay of Bengal is very dynamic and unique in nature due to its physiographical configurations and is experienced severe morphological i.e. erosion- accretion changes. Of late, monitoring of coastal morphology and changes in shoreline trend analysis has conveniently been done through the integration of remote sensing satellite imageries and GIS techniques. The present study is an endeavor to detect and analyze the morphological changes on Bhola Island. Multi-temporal satellite images are the main data sources to attain the objectives through the integration of RS and GIS. The study concludes from the recent 42 years (1974- 2016) satellite data that- the Island is in the losing phase since 1974. The erosion processes are still active along the eastern and northeastern parts of Bhola Island due to the direct influence of the Meghna Estuary on the land by the steep bank slope, high tidal water pressure, and loose bank materials. Erosion is the burning issue on Bhola Island and due to this a large number of people are landless every year. On another side, accretion is being operated in a large part surrounding the Island increasingly in the southern part due to backwash sediment deposition by channel and estuary with the favor of a gentle topographic slope along the bank.
Bhola是孟加拉国最大的岛屿,位于孟加拉湾的河口坝上,由于其地理构造,它具有非常动态和独特的性质,并且经历了严重的形态变化,即侵蚀-增生变化。近年来,通过遥感卫星影像和地理信息系统技术的结合,方便地进行了海岸形态监测和岸线趋势分析。本研究旨在检测和分析博拉岛的形态变化。多时相卫星图像是遥感与地理信息系统相结合实现目标的主要数据源。该研究从最近42年(1974年至2016年)的卫星数据得出结论,自1974年以来,该岛处于损失阶段。由于梅克纳河河口对陆地的直接影响,河岸陡坡、高潮汐压力和松散的河岸物质对博拉岛东部和东北部的侵蚀过程仍然活跃。侵蚀是博拉岛上最严重的问题,因此每年都有大量的人失去土地。另一方面,由于河道和河口的反冲泥沙淤积,南部环岛的大部分地区正日益发生增生,有利于岸线平缓的地形坡度。
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引用次数: 1
The Design of a Superstate NZIM-Antenna Array for WLAN Application 无线局域网超态nzim天线阵列的设计
Pub Date : 2022-08-10 DOI: 10.38032/jea.2022.03.001
A. Khairy, Islam Mohammed, M. Ahmed, M. M. Elsherbini
With the development of telecommunications and its applications, the design of compact antennas with high performance has become a great necessity. Among the important requirements is a high gain. In this article, a microstrip patch antenna using near zero-index metamaterial (NZIM) is proposed. This prototype is designed with the designing parameters of a rectangular microstrip patch antenna. The substrate material is FR-4. Simulation results show that this antenna operates at 5.8 GHz for a wireless local area network (WLAN). The proposed single antenna element achieves side-lobe suppression better than -13 dB. The 4×4 proposed antenna array is designed using 16 single elements and a T-shaped power divider to split power for each element. By covering a single-layer NZIM coating with a 4×4 array over a microstrip antenna, a gain enhancement of 14 dB is achieved in comparison with the single element. Over the operating band, the antenna prototype demonstrates steady radiation patterns. These characteristics are in good agreement with the simulations, rendering the antenna a good candidate for 5G applications. These antennas are designed, optimized, and simulated using CSTMWS2020.
随着通信技术及其应用的发展,设计高性能的小型天线已成为一种迫切需要。其中一个重要的要求是高增益。本文提出了一种采用近零折射率超材料(NZIM)的微带贴片天线。本原型采用矩形微带贴片天线的设计参数进行设计。基材为FR-4。仿真结果表明,该天线工作频率为5.8 GHz,适用于无线局域网。所提出的单天线元件的旁瓣抑制效果优于-13 dB。4×4提出的天线阵列设计使用16个单元件和一个t形功率分配器来分割每个元件的功率。通过将4×4阵列覆盖在微带天线上的单层NZIM涂层上,与单个元件相比,获得了14 dB的增益增强。在工作频带上,天线原型显示出稳定的辐射模式。这些特性与仿真结果很好地吻合,使该天线成为5G应用的良好候选者。使用CSTMWS2020对这些天线进行了设计、优化和仿真。
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引用次数: 1
Numerical Analysis of a Planar O Micromixer with Obstacles 带障碍物的平面O型微混合器的数值分析
Pub Date : 2022-06-30 DOI: 10.38032/jea.2022.02.004
Md. Readul Mahmud
Passive mixers rely on the channel geometry to mix fluids and mixing depends primarily on diffusion.  However, many previously reported designs either work efficiently only at moderate to high Reynolds numbers (Re) or require a complex 3D channel geometry that is often difficult to fabricate. In this paper, we report the design, simulation, and characterization of a planar O passive microfluidic mixer with two types of obstacles to enhance mixing performance. Numerical investigation on mixing and flow structures in microchannels is carried out using the computational fluid dynamics (CFD) software ANSYS 15 for a wide range of Reynolds numbers from 1 to 200. The results show that the O mixer with obstacles has far better mixing performance than the O mixer without obstacles. The reason is that fluid path length becomes longer due to the presence of obstacles which gives fluids more time to diffuse. For all cases, the O mixer with circular & fin obstacles have 3 times more efficient compared to the O mixer without obstacles. It is also clear that efficiency increase with axial length as expected. Efficiency can be simply improved by adding extra mixing units to provide adequate mixing. The value of the pressure drop is the lowest for the O mixer because there is no obstacle inside the channel. However, the O mixer with circular & fin obstacles has the lowest mixing cost, an important characteristic for integration into complex, cascading microfluidic systems, which makes it the most cost-effective mixer. Due to the simple planar structure and low mixing cost, it can be easily realized and integrated into devices for various macromixing applications.
无源混合器依靠通道的几何形状来混合流体,混合主要依靠扩散。然而,许多先前报道的设计要么只能在中等到高雷诺数(Re)下有效工作,要么需要复杂的3D通道几何形状,这通常很难制造。本文报道了一种具有两种类型障碍物的平面O型无源微流控混合器的设计、仿真和表征,以提高混合性能。利用计算流体力学(CFD)软件ANSYS 15对雷诺数1 ~ 200范围内的微通道内的混合和流动结构进行了数值研究。结果表明,有障碍物的O型混合器的混合性能远好于无障碍物的O型混合器。原因是由于障碍物的存在,流体路径长度变得更长,从而使流体有更多的时间扩散。在所有情况下,带有圆形和鳍状障碍物的O型混合器的效率是没有障碍物的O型混合器的3倍。同样清楚的是,效率随着轴向长度的增加而增加。通过增加额外的混合单元以提供充分的混合,可以简单地提高效率。O型混合器的压降值最低,因为通道内没有障碍物。然而,带有圆形和鳍状障碍物的O型混合器具有最低的混合成本,这是集成到复杂的级联微流体系统中的一个重要特性,使其成为最具成本效益的混合器。由于其平面结构简单,混合成本低,可以很容易地实现并集成到各种宏观混合应用的设备中。
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引用次数: 2
Enhancing the Thermal Performance of Radiators using Nanofluids- A CFD Approach 利用纳米流体增强散热器的热性能——CFD方法
Pub Date : 2022-06-23 DOI: 10.38032/jea.2022.02.003
M. Mahmud, Fahim Rahaman Rijvi
In the present study, the thermal performance of a simple car radiator has been investigated for different conditions such as coolant type and coolant inlet velocity. Different types of nanofluids have been used as coolants such as Al2O3, CuO, and TiO2 nanofluids. The base fluids taken are water and 50-50 volume percentage of water and ethylene glycol (EG) mixture. The volume percentage of 1%, 2%, and 3% of nanoparticles has been used for all the cases. The lowest outlet temperature and highest heat transfer rate are found for Water-EG based nanofluids. The lowest coolant outlet temperature (355.91 K) is found for 3 vol% of Water-EG based TiO2 nanofluid and the highest heat transfer rate (67.87 W) is found for 3 vol% of Water-EG based CuO nanofluid. The highest outlet temperature and the lowest heat transfer rate are found to be 358.50 K and 51.73 W respectively for water-based CuO nanofluid. Nonetheless, the Water-EG based nanofluids showed better results than water-based nanofluids showing a low coolant outlet temperature and a high heat transfer rate.
本文研究了一种简单的汽车散热器在不同冷却剂类型和冷却剂进口速度等条件下的热性能。不同类型的纳米流体已被用作冷却剂,如Al2O3、CuO和TiO2纳米流体。所取的基液为水和体积百分比为50- 50%的水与乙二醇(EG)混合物。纳米颗粒的体积百分比分别为1%、2%和3%。水- eg基纳米流体的出口温度最低,传热率最高。3体积%的水- eg基TiO2纳米流体的冷却剂出口温度最低(355.91 K), 3体积%的水- eg基CuO纳米流体的传热率最高(67.87 W)。水基CuO纳米流体的最高出口温度为358.50 K,最低换热率为51.73 W。尽管如此,基于水- eg的纳米流体表现出比水基纳米流体更好的效果,表现出低的冷却剂出口温度和高的传热速率。
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引用次数: 1
Evaluation of TVWS Availability: A Step Towards Frequency Spectrum Utilization TVWS可用性评估:迈向频谱利用的一步
Pub Date : 2022-06-06 DOI: 10.38032/jea.2022.02.002
Adekunle N. Adefela, Y. Olasoji, K. Adedeji
In this era, there are several multimedia applications have been developed. These multimedia applications occupy more bandwidth, thus resulting in the scarcity of frequency spectrum necessary to cater to the bandwidth requirements of these applications. The scarcity may also stem from the licensed spectrum being under-utilized. The unused licensed frequency spectrum in the TV band is known as TV white space. In the coming years, which are expected to feature improved multimedia applications, the need for optimal frequency spectrum utilization of the unused licensed spectrum becomes necessary. This study evaluates the availability of Television White Space (TVWS) in Ondo State radio vision-television station in Akure, south western Nigeria. Outdoor spectrum measurement was carried out in the frequency bands of the licensed networks ranging from 470 MHz – 960MHz. Measurement and computational approach using tiny spectrum Analyzer and protection viewpoint computational method was used for easy detection and analysis of the unused spectrum as well as calculating the radius of protection of the primary user. The study permits the assessment of Radio Frequency (RF) Spectrum in the UHF band in Akure and its environments, as well as providing measures for harnessing the unused RF resources. The results obtained show that 71.05% of the 38 channels were unused. The rate of spectrum occupancy was discovered to be very low, thus giving room for unused spectrum spaces in the UHF frequency band which can be used to provide security surveillance.
在这个时代,已经开发了几种多媒体应用程序。这些多媒体应用占用更多的带宽,从而导致满足这些应用带宽需求所需的频谱稀缺。这种稀缺性也可能源于授权频谱未得到充分利用。电视频带中未使用的许可频谱称为电视空白。在未来几年,多媒体应用将得到改进,因此需要对未使用的许可频谱进行最佳的频谱利用。本研究评估了尼日利亚西南部阿库雷翁多国家广播电视电视台电视空白空间(TVWS)的可用性。在牌照网络的470兆赫至960兆赫频带内进行户外频谱测量。采用微型频谱分析仪的测量计算方法和保护视点计算方法,便于对未使用的频谱进行检测和分析,并计算主用户的保护半径。该研究允许对Akure及其环境中UHF频段的射频(RF)频谱进行评估,并提供利用未使用射频资源的措施。结果表明,38个通道中有71.05%未被使用。发现频谱占用率非常低,从而为UHF频段未使用的频谱空间提供了空间,这些频谱空间可用于提供安全监控。
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引用次数: 0
Physico-Mechanical Properties of Industrial Tea Waste Reinforced Jute Unsaturated Polyester Composites 工业茶渣增强黄麻不饱和聚酯复合材料的物理力学性能
Pub Date : 2022-06-02 DOI: 10.38032/jea.2022.02.001
Hrithita Aftab, G. Rahman, M. Kamruzzaman, M. Khan, M. Ali, M. A. Mamun
The industrial tea waste reinforced jute polyester composites (ITW-JPC) were prepared by hand lay-up method for six different wt% (0%, 3%, 6%, 9%, 12%, and 15%) at 115˚C temperature. The effect of industrial tea waste filler on mechanical, physical, structural, and thermal properties in jute polyester composites were evaluated. It is found that tensile strength and flexural strength improved continuously with increasing filler loading up to 9wt% but decreased at 12wt% due to weak interfacial bonding and irregular distribution of filler and matrix. The maximum value of elongation at break (%) and Rockwell hardness were found in 0wt% and 15wt% composites respectively. The hardness increases when the resistance of the materials to the deformation increases. It is seen that water absorption and soil degradation are enhanced for all composites with the accumulation of filler content and time. The structural examination and functional group identification were investigated by using Fourier Transformation Infrared (FTIR) analysis. Thermal analysis of ITW-JPC showed that thermal degradation of composites started almost at the same time and the degradation of composites was occurring in three stages. Surface morphology and interfacial properties such as internal cracks, and fiber pull-out were examined through scanning electron microscopic (SEM) analysis.
采用手铺法制备了工业茶渣增强黄麻聚酯复合材料(ITW-JPC),其wt%分别为0%、3%、6%、9%、12%和15%,温度为115℃。考察了工业茶渣填料对黄麻-聚酯复合材料力学、物理、结构和热性能的影响。随着填料载荷的增加,拉伸强度和弯曲强度不断提高,达到9wt%,但在12wt%时,由于填料与基体之间的界面结合较弱,且填料与基体分布不均匀,拉伸强度和弯曲强度下降。断裂伸长率和洛氏硬度分别在0.0wt %和15wt%时达到最大值。硬度随材料抗变形能力的增加而增加。可以看出,随着填料含量和时间的增加,所有复合材料的吸水率和土壤降解都增强。利用傅里叶红外(FTIR)分析对其结构进行了表征,并对其官能团进行了鉴定。ITW-JPC热分析表明,复合材料的热降解几乎同时开始,降解过程分三个阶段进行。通过扫描电镜(SEM)分析了表面形貌和界面性能,如内部裂纹和纤维拔出。
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引用次数: 1
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