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Research on residual life prediction method of lithium ion battery for pure electric vehicle 纯电动汽车锂离子电池剩余寿命预测方法研究
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-08-02 DOI: 10.1504/ijmpt.2021.10039891
Zhiwen An
To overcome the complexity of the lithium-ion battery inside the chemical reaction resulting in a low battery life remaining prediction accuracy, the paper proposes a new electric vehicle lithium ion battery remaining life prediction method based on a correlation vector machine. According to the operating characteristics of lithium-ion batteries in electric vehicles, this method selects health factors that affect battery life, and selects related factors. According to the marginal likelihood function, the factor weights are integrated to obtain the health factor sequence target. Relevance vector machine is used to optimise and evaluate the characteristics of health factors, and complete the prediction of electric vehicle lithium-ion battery capacity and remaining battery life. Comparative experiments show that the prediction effect and stability of the method in this paper are better, and the minimum prediction error is only 0.013.
为了克服锂离子电池内部化学反应的复杂性导致电池剩余寿命预测精度低的问题,本文提出了一种新的基于相关向量机的电动汽车锂离子电池剩余寿命预测方法。该方法根据电动汽车中锂离子电池的工作特点,选取影响电池寿命的健康因素,并选取相关因素。根据边际似然函数,对各因子权重进行积分,得到健康因子序列目标。利用相关向量机对健康因素特征进行优化评估,完成对电动汽车锂离子电池容量和剩余电池寿命的预测。对比实验表明,本文方法的预测效果和稳定性较好,最小预测误差仅为0.013。
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引用次数: 5
Research on numerical simulation method of preparation process of highly active photocatalytic nanomaterials 高活性光催化纳米材料制备过程的数值模拟方法研究
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-08-02 DOI: 10.1504/ijmpt.2021.117040
Liying Zhang
In order to degrade organic pollutants, a numerical simulation method for the preparation of highly active photocatalytic nanomaterials was proposed. TiO2 nanomaterial samples were prepared by elec...
为了降解有机污染物,提出了一种制备高活性光催化纳米材料的数值模拟方法。采用电化学方法制备了TiO2纳米材料样品。。。
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引用次数: 0
Photon Doppler velocimetry measurements of the impact velocity during electromagnetic pulse welding of copper-steel tubular joints 光子多普勒测速法测量铜-钢管电磁脉冲焊接冲击速度
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-06-21 DOI: 10.1504/ijmpt.2021.115822
I. Kwee, Wim De Waele, K. Faes
Tubular copper to steel joints were manufactured by electromagnetic pulse welding, during which the impact velocity was measured with photon Doppler velocimetry. The reduction in inner diameter and the remaining cross-sectional area of the target tube were determined after welding. Tube-to-tube configurations with an internal support exhibited a larger remaining cross-sectional area, compared to the configuration without internal support. Moreover, for the tube-to-rod configuration, the initial velocity drop immediately after impact dropped down to zero, whereas for the tube-to-tube configurations, a velocity drop to an intermediate level was found. The velocity and acceleration increased with an increase of the discharge energy. The acceleration was positive up to at least 9 μs, with an expected turning point situated between 9 μs and 11 μs. The acceleration was still positive at the moment of impact at a stand off distance of 1.0 mm and 1.5 mm, but was likely negative at 2.0 mm.
采用电磁脉冲焊接方法制造了铜-钢管接头,并用光子多普勒测速仪测量了接头的冲击速度。目标管的内径减小和剩余横截面积在焊接后确定。与没有内部支撑的配置相比,具有内部支撑的管对管配置显示出更大的剩余横截面积。此外,对于管-杆配置,撞击后的初始速度下降立即降至零,而对于管-管配置,发现速度下降到中间水平。速度和加速度随放电能量的增加而增加。加速度为正,至少达到9μs,预期转折点位于9μs和11μs之间。在1.0 mm和1.5 mm的间隔距离处,碰撞时加速度仍然为正,但在2.0 mm处可能为负。
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引用次数: 0
Optimal design of the key structure of planetary concrete mixers based on EDEM 基于EDEM的行星式混凝土搅拌机关键结构优化设计
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-06-21 DOI: 10.1504/ijmpt.2021.10038959
Tao Wang, Zhiyong He
The purpose of the paper is to further improve the mixing uniformity of concrete aggregates, thereby improving the quality and mixing efficiency of concrete. Taking the structure of a planetary concrete mixer produced by a company as a reference, the discrete element software EDEM was adopted to simulate the material mixing process and to analyse the mixing uniformity. It is found in the simulation that the aggregates at the side wall of the mixing tank are not mixed evenly when the shape of the side scraper of the mixer is modified from a flat surface to a curved surface. The results show that the structural optimisation makes the trajectory of the aggregates more complicated and improves the mixing quality, the mixing uniformity of the three aggregates being increased by 16%, 10.1%, and 22.1%, respectively. The simulation results of the discrete element can provide reference for actual product design.
本文的目的是进一步提高混凝土骨料的搅拌均匀性,从而提高混凝土的质量和搅拌效率。以某公司生产的行星式混凝土搅拌机的结构为参考,采用离散元软件EDEM对材料搅拌过程进行了模拟,并对搅拌均匀性进行了分析。在模拟中发现,当搅拌机侧刮刀的形状从平面改为曲面时,搅拌槽侧壁的骨料混合不均匀。结果表明,结构优化使集料的轨迹更加复杂,提高了混合质量,三种集料的混合均匀性分别提高了16%、10.1%和22.1%。离散单元的仿真结果可为实际产品设计提供参考。
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引用次数: 3
Effect of untreated and deep cryotreated tungsten carbide electrodes on PMEDM performance of AISI 304 stainless steel 未处理和深冷处理的碳化钨电极对AISI 304不锈钢PMEDM性能的影响
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-06-21 DOI: 10.1504/ijmpt.2021.10038953
Munmun Bhaumik, K. Maity
Powder mixed electro discharge machining (PMEDM) is the expansion of conventional electro discharge machining (EDM) where powder particles are mixed in the dielectric fluid for acquiring better surface finish and enhancing machining efficiency. Cryotreatment of the electrode is introduced in this study which reduced the tool wear, thus machining cost. In this investigation, SiC powder particles were suspended in kerosene dielectric and the effect of control parameters, cryotreated double tempered (CT2) electrode have been studied on surface crack density (SCD), surface roughness (Ra), material removal rate (MRR) and tool wear rate (TWR). Powder concentration, duty cycle, pulse on time, peak current, and gap voltage were used as control parameters. EDM operation on AISI 304 stainless steel is performed using untreated (UT) and CT2 tungsten carbide (WC) electrodes. It was found that higher material removal rate and superior surface finish obtained in PMEDM over conventional EDM. CT2 electrode gives less TWR and lesser amount of surface cracks than that of UT electrode.
粉末混合电火花加工(PMEDM)是传统电火花加工(EDM)的扩展,将粉末颗粒混合在介质流体中以获得更好的表面光洁度,提高加工效率。本研究介绍了电极的冷冻处理,减少了刀具的磨损,从而降低了加工成本。本研究将SiC粉末颗粒悬浮在煤油介质中,研究了控制参数对低温双回火(CT2)电极表面裂纹密度(SCD)、表面粗糙度(Ra)、材料去除率(MRR)和刀具磨损率(TWR)的影响。以粉末浓度、占空比、脉冲接通时间、峰值电流和间隙电压为控制参数。使用未处理(UT)和CT2碳化钨(WC)电极对AISI 304不锈钢进行电火花加工。结果表明,与传统电火花加工相比,PMEDM具有更高的材料去除率和更好的表面光洁度。CT2电极比UT电极产生更小的TWR和更少的表面裂纹。
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引用次数: 0
Investigation of polishing parameters and slurry composition on germanium chemical mechanical planarisation using response surface methodology 用响应面法研究锗化学机械抛光工艺参数及抛光浆成分
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-06-21 DOI: 10.1504/ijmpt.2021.115823
Apeksha Gupta, Karthik Shathiri, Vidyasagar Shilapuram, M. Ramachandran
Chemical mechanical polishing/planarisation (CMP) stays a widely used process for complete planarisation in semiconductor fabrication. CMP process provides surface uniformity, high selectivity, low defects with the desired material removal rate. The removal rate is influenced by various independent parameters namely turntable speed, down pressure, slurry pH, and H2O2 concentration. Modelling the CMP process from fundamental principles is limited. Hence, in this study, the design of the experimental methodology has been adopted to design the CMP process. Different models such as linear, quadratic, two-factor interaction, and cubic mathematical were developed and statistically analysed in identifying the suitable model by Box-Behnken design. The consequence of each parameter and their interactions on Ge removal rate is analysed. A quadratic model is proposed from the outcome. The predicted values achieved using model equations exhibited appropriate fit by experimental values (R2 value for rutile and anatase as 0.943 and 0.942, respectively). The present work verified that response surface methodology and Box-Behnken design can be expeditiously functional for modelling of chemical mechanical planarisation.
化学机械抛光/平面化(CMP)仍然是半导体制造中广泛使用的完全平面化工艺。CMP工艺提供了具有所需材料去除率的表面均匀性、高选择性、低缺陷。去除率受各种独立参数的影响,即转盘速度、下降压力、浆料pH和H2O2浓度。从基本原理对CMP过程进行建模是有限的。因此,在本研究中,采用了实验方法的设计来设计CMP工艺。开发了不同的模型,如线性、二次、双因素相互作用和三次数学模型,并通过Box-Behnken设计对其进行了统计分析,以确定合适的模型。分析了各参数及其相互作用对锗去除率的影响。根据结果提出了一个二次模型。使用模型方程获得的预测值显示出与实验值的适当拟合(金红石和锐钛矿的R2值分别为0.943和0.942)。目前的工作验证了响应面方法和Box-Behnken设计可以快速用于化学机械平面化的建模。
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引用次数: 0
Assessment of open hole flexural strength and progressive damage mechanism of CFRP composite as a function of stacking sequence 作为堆叠顺序函数的CFRP复合材料开孔弯曲强度和渐进损伤机制的评估
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-05-21 DOI: 10.1504/IJMPT.2021.10037947
Savita Gupta, Srinivasu Dasari, S. Pal, R. Prusty, Bankim Chandra Ray
An experimental study was carried out to evaluate the flexural behaviour of CFRP composite laminate with introduction of open hole as well as by varying stacking sequence. Open hole is required in laminated composites to assemble the components through mechanical fasteners. Degradation in strength was observed due to the presence of a hole. Six stacking sequences have been analysed: [0]8, [90]8, [0/90]2s, [90/0]2s, [02/902]s, [902/02]s in which [0]8 is noticed to have highest flexural and open hole flexural strength. Strength retention is also evaluated in this study to compare retention strength of open hole laminate with laminates having no hole. Existence of both tensile and compressive failure modes during flexural loading makes overall damage mode complex. Furthermore, introduction of open hole in the laminate during flexural loading makes it more complex as variation in stress distribution activates different features of deformation and failures. Fractographic analysis has been done using scanning electron microscope to perceive damage progression mechanism during flexural loading. SEM micrographs confirmed the delamination between 90° and 0° plies as it is seen in stress strain graph as a stress drop.
对CFRP复合材料层压板在引入开孔和不同堆叠顺序下的抗弯性能进行了试验研究。层压复合材料需要开孔,以便通过机械紧固件组装组件。由于孔洞的存在,强度下降。分析了[0]8层序、[90]8层序、[0/90]2s层序、[90/0]2s层序、[02/902]s层序、[902/02]s层序,其中[0]8层序的抗弯强度和裸眼抗弯强度最高。本研究也评估了强度保留,比较了开孔层压板和无孔层压板的保留强度。受弯加载过程中拉伸和压缩两种破坏模式的同时存在,使得整体损伤模式复杂。此外,在弯曲加载过程中,由于应力分布的变化会激活不同的变形和破坏特征,因此在层压板中引入裸眼使其更加复杂。利用扫描电镜对试件进行了断口分析,了解了试件在弯曲加载过程中的损伤进展机制。SEM显微照片证实了90°和0°层之间的分层,因为在应力应变图中可以看到应力下降。
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引用次数: 1
Use of sintered fly ash aggregate in pervious concrete 粉煤灰烧结骨料在透水混凝土中的应用
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-05-14 DOI: 10.1504/IJMPT.2021.10037994
S. Dash, B. Kar, L. Panda, S. Mustakim, I. Mohanty, Rudra Prasanna Nayak
In the present study, fly ash-based pervious concrete (FPC) is fabricated using sintered fly ash aggregates. Materials used include OPC Type I cement, the coarse aggregate of size 4.75, 9.5, 12.5 mm, water, and superplasticiser. Using these materials, various concrete mixtures were developed with a water to cement ratio of 0.30, 0.35, and 0.40, respectively. The effect of these parameters on the mechanical properties of the pervious concrete such as compressive strength, flexural strength, tensile strength, permeability, porosity, abrasion resistance, and leachability is studied. The test results showed that pervious concrete materials made with sintered fly ash aggregates had a better mechanical as compared to natural available aggregate. In addition, the concrete with SFA aggregates could achieve compressive strength ranges from 7.15 to 17.40 MPa with porosity range from 26.79 to 34.05% and these can be adopted as an environment-friendly concrete.
在本研究中,使用烧结的粉煤灰骨料制备了粉煤灰基透水混凝土(FPC)。使用的材料包括OPC I型水泥、尺寸为4.75、9.5、12.5mm的粗骨料、水和高效减水剂。使用这些材料,开发了水灰比分别为0.30、0.35和0.40的各种混凝土混合物。研究了这些参数对透水混凝土力学性能的影响,如抗压强度、抗弯强度、抗拉强度、渗透性、孔隙率、耐磨性和可浸性。试验结果表明,与天然有效骨料相比,粉煤灰烧结骨料制备的透水混凝土材料具有更好的力学性能。此外,SFA骨料混凝土的抗压强度范围为7.15至17.40MPa,孔隙率范围为26.79至34.05%,可作为环保混凝土使用。
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引用次数: 0
Failure analysis of a broken SA564 stainless steel pump shaft SA564不锈钢泵轴断裂失效分析
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-05-14 DOI: 10.1504/IJMPT.2021.10037988
P. Hussain, N. Shaik, A. Mokhtar, B. Bakthavatchalam, F. Ahmad, M. S. B. Harun
Shafts are rotating elements that are subjected to torsion and bending moments that cause failures at times leading to personal injury, capacity loss, or poor product quality if basic preventive design actions are not taken. Against this background, this paper describes the failure analysis and root cause of a broken SA564 grade stainless steel pump shaft used in a plant through visual inspection, metallography, X-ray diffraction, scanning electron microscope, chemical analysis, hardness, tensile and non-destructive tests. The results show that creep, fatigue initiation and propagation from defects in the material during the operation were the predominant factors of pump shaft failure. Moreover, the existence of voids, micro-cracks, sensitisation and creeps were also identified on the broken shaft. Overall, the studied broken shaft of the impeller failed due to fatigue, initiated at the fillet radius of the keyway due to the high cyclic stress loading.
轴是受到扭转和弯曲力矩的旋转元件,如果不采取基本的预防性设计措施,这些力矩有时会导致故障,导致人身伤害、容量损失或产品质量差。在这种背景下,本文通过外观检查、金相、X射线衍射、扫描电镜、化学分析、硬度、拉伸和无损检测,介绍了某厂用SA564级不锈钢泵轴断裂的失效分析和根本原因。结果表明,蠕变、疲劳萌生和材料缺陷在运行过程中的扩展是泵轴失效的主要因素。此外,在断裂轴上还发现了孔隙、微裂纹、敏化和蠕变的存在。总体而言,所研究的叶轮断裂轴由于疲劳而失效,疲劳是由于高循环应力载荷在键槽的圆角半径处引发的。
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引用次数: 1
Material selection and parametric modelling of laminated composite beam for piezoelectric energy harvesting 压电能量收集层合梁材料选择及参数化建模
IF 0.5 4区 材料科学 Q3 Engineering Pub Date : 2021-05-14 DOI: 10.1504/IJMPT.2021.10037956
S. K. Panda, Jithendra Srinivas
Presently, energy harvesting from natural sources is one of the hot-spot areas for actuating the micropower devices used in electronics and instrumentation. The performance and potential of energy harvesting systems depend on the geometry of the structure and properties of the materials employed. The present work focuses on the effect of piezoelectric materials on the structural and electrical characteristics. A three-dimensional finite element analysis is implemented to investigate the power output from a vibrating cantilever beam with three different types of piezoelectric materials namely lead zirconate titanate (PZT-5H), polyvinylidene fluoride (PVDF) and zinc oxide (ZnO). It was observed that the power output strongly depends on the material properties and geometric parameters of piezoelectric patches mounted on the cantilever substrate. To this end, the area and thickness ratio of the laminated beams are varied to understand its effect on the natural frequencies and the electric power output. The output energy increases with an increase in the area of the piezoelectric patch. A similar trend is observed in the case of the thickness ratio. PZT-5H has shown more energy harvesting potential for the same geometrical configurations.
目前,从自然资源中获取能量是驱动电子和仪器仪表微功率器件的热点领域之一。能量收集系统的性能和潜力取决于所采用材料的几何结构和性能。本文主要研究了压电材料对结构和电学特性的影响。采用三维有限元方法研究了三种不同压电材料(锆钛酸铅(PZT-5H)、聚偏氟乙烯(PVDF)和氧化锌(ZnO))对悬臂梁振动输出功率的影响。结果表明,压电片的材料性能和几何参数对输出功率的影响很大。为此,改变层合梁的面积和厚度比,以了解其对固有频率和电力输出的影响。输出能量随压电片面积的增加而增加。在厚度比的情况下也观察到类似的趋势。PZT-5H在相同的几何结构下显示出更多的能量收集潜力。
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引用次数: 0
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International Journal of Materials & Product Technology
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