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Evaluation of mechanical and morphological properties composite of Agel Leaf Fiber (ALF)-epoxy modified with carbon powder 评估碳粉改性的 Agel Leaf Fiber (ALF) -epoxy 复合材料的机械和形态特性
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.002974
Aris Budi Sulistyo, W.A. Wirawan, M. Muslimin
This research focuses on the successful development of Agel Leaf Fiber (ALF)-Epoxy composites added with Carbon Active Powder (CAP) and printed using the Vacuum Pressure Infusion (VAPRI) method. Considering the importance of determining the mechanical properties of composites as raw materials for making fishing boats, this research aims to determine the use of Agel Leaf Fiber (ALF) in polymer matrix composites. The composite morphology was analyzed using Scanning Electron Microscopy (SEM) and ImageJ software. The mechanical properties evaluated included Tensile Strength, Flexural Strength, and Hardness. The composite was prepared by incorporating CAP in varying volumes of 0 %, 10 %, and 30 % with a fixed ALF percentage of 40 %. The results showed that the addition of CAP significantly increased the tensile strength to 128.51 MPa, with 0.068 % elongation, 1787.39 MPa modulus of elasticity, and a hardness value of 75.2 HD. Furthermore, the addition of 10 % carbon exhibited a remarkable improvement in flexural strength, reaching 238.51 MPa. This improvement could be attributed to reduced porosity, resulting in enhanced bonding between ALF-CAP-Epoxy components. The flexural strength of the composite with the highest CAP content experienced a significant increase of 238.51 MPa. Thus, Agel leaf fiber has the potential to be used as a reinforcing material in the manufacture of composites and is applied in the manufacture of environmentally friendly fishing boat bodies
本研究的重点是成功开发添加了碳活性粉末(CAP)并使用真空压力灌注(VAPRI)方法印刷的 Agel Leaf Fiber (ALF) -Epoxy 复合材料。考虑到确定作为渔船制造原材料的复合材料机械性能的重要性,本研究旨在确定 Agel Leaf Fiber (ALF) 在聚合物基复合材料中的应用。使用扫描电子显微镜(SEM)和 ImageJ 软件分析了复合材料的形态。评估的机械性能包括拉伸强度、弯曲强度和硬度。制备复合材料时,CAP 的添加量分别为 0%、10% 和 30%,ALF 的固定比例为 40%。结果表明,添加 CAP 后,拉伸强度显著提高到 128.51 兆帕,伸长率为 0.068%,弹性模量为 1787.39 兆帕,硬度值为 75.2 HD。此外,添加 10% 的碳后,弯曲强度显著提高,达到 238.51 兆帕。这种改善可归因于孔隙率的降低,从而增强了 ALF-CAP-Epoxy 成分之间的粘合力。CAP 含量最高的复合材料的抗弯强度显著提高,达到 238.51 兆帕。因此,Agel 叶纤维具有在复合材料制造中用作增强材料的潜力,可用于制造环保型渔船船体。
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引用次数: 0
Implementation of curcumin concentration coating to improve power efficiency in wireless power transfer 利用姜黄素浓缩涂层提高无线电力传输的功率效率
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003238
Zainal Abidin, Eko Siswanto, W. Wijayanti, Winarto
The research object in this research is the copper winding in the WPT system which characteristics will be observed after being coated with a concentration of curcumin. From the experiment of coating the curcumin concentration: H2O on the surface of the copper coil, it shows that there is an influence of physical phenomena from the curcumin concentration material. The strength of the magnetic field (B) and electric current (I) increased after the process of coating the concentration of curcumin: H2O on the copper coil for 0–5 hours. A coil wound with an electric current produces a strong magnetic field (B1), while the curcumin compound (C20H21O6) contains two aromatic benzene rings which produce a strong magnetic field on 6p (B2). Measuring the magnetic field strength using a Gauss meter after the curcumin concentration coating process showed an increase in the magnetic field strength and electric current. Assuming the equation for magnetic field strength B=B1+B2. Increasing the strength of the magnetic field and electric current in the copper winding of the wireless power transfer (WPT) system will affect the power efficiency of the copper windings L1 (transceiver) and L2 (receiver). The process of coating curcumin on a layer of copper to determine the electromechanical effect of curcumin. Utilization of curcumin as an alternative to increase power efficiency in WPT and increase conductivity in copper windings
本研究的对象是 WPT 系统中的铜绕组,在涂覆一定浓度的姜黄素后,将观察其特性。从在铜线圈表面涂抹姜黄素浓度的 H2O 的实验中可以看出,物理因素会对铜线圈的表面产生影响:H2O 的实验表明,姜黄素浓度材料会对物理现象产生影响。在铜线圈上涂抹姜黄素浓度:H2O 0-5 小时后,磁场强度(B)和电流强度(I)都有所增加。绕有电流的线圈会产生强磁场(B1),而姜黄素化合物(C20H21O6)含有两个芳香苯环,会在 6p 上产生强磁场(B2)。使用高斯计测量姜黄素浓缩涂层工艺后的磁场强度显示,磁场强度和电流都有所增加。假设磁场强度方程为 B=B1+B2。增加无线电力传输(WPT)系统铜绕组中的磁场强度和电流会影响铜绕组 L1(收发器)和 L2(接收器)的功率效率。在铜层上涂抹姜黄素的过程,以确定姜黄素的机电效应。利用姜黄素作为提高 WPT 功率效率和增加铜绕组导电性的替代品
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引用次数: 0
Investigation and establishment of rational geometric factors of die in the deep drawing without a blank holder 无坯料夹具深拉中模具合理几何因素的研究与确定
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003135
Duy Van Dinh, Sinh Van Nguyen, Anh Ngoc Pham, Luc Van Nguyen, Viet Duc Do
Deep drawing is an operation to transform flat or hollow blanks to create hollow parts of the required shape and size. Deep drawing is an essential operation in sheet-forming technology to manufacture hollow parts. These parts are commonly used in the automobile, aviation, and household appliances industries. To prevent wrinkles on the rim part, a blank holder will be used to compress and flatten the workpiece before the metal is pulled into the die by the punch. Deep drawing without using workpiece holding force is applied to form hollow parts with low depth. In this case, the mould has a simple structure, helping to reduce manufacturing time and costs and making it easier to maintain and repair. The radius of the die is an essential parameter in deep drawing; it greatly affects the quality of products (making wrinkles and tears). However, this study has shown that, in deep drawing without using a blank holder, the cone angle of the die α has a major influence on the quality of the body and rim of the products, such as the products may or may not have wrinkles, either being thinned or thickened. This cone angle also affects the drawing force. This study has determined that, with α>120°, wrinkling begins to appear in the part wall, and wrinkling tends to increase as the angle α increases. The cone angle of the die for quality products is in the range of 100°<α≤120°. The taper angle smaller than 120° simultaneously increases the quality of the products and the cost of manufacturing die, so the most optimal value is determined by simulation and experimental verification as α=120°. The results of this study can be applied to fabricate hollow cylindrical parts with similar shapes when using the deep drawing method without using the blank holder
深拉是将扁平或空心坯料加工成所需形状和尺寸的空心零件的操作。深拉伸是板材成型技术中制造空心零件的一项基本操作。这些零件通常用于汽车、航空和家用电器行业。为了防止边缘部分出现皱纹,在冲头将金属拉入模具之前,将使用坯料夹具来压缩和压平工件。不使用工件夹持力的深拉伸用于形成深度较小的空心零件。在这种情况下,模具结构简单,有助于缩短制造时间,降低成本,并且更易于维护和修理。模具半径是深拉中的一个重要参数,它在很大程度上影响着产品质量(产生褶皱和撕裂)。然而,本研究表明,在不使用坯料夹持器的情况下进行深拉时,模具的锥角 α 对产品的主体和边缘质量有很大影响,例如产品可能会有皱纹,也可能不会有皱纹,要么变薄,要么变厚。锥角还会影响拉拔力。本研究确定,当 α>120° 时,零件壁开始出现皱纹,并且随着角度 α 的增大,皱纹有增加的趋势。优质产品的模具锥角范围为 100°<α≤120°。小于 120° 的锥角同时提高了产品质量和模具制造成本,因此通过模拟和实验验证确定的最佳值为 α=120°。本研究的结果可用于在不使用坯料夹具的情况下使用拉深法制造类似形状的空心圆柱形零件。
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引用次数: 1
A rheophysical study of the non-newtonian behavior of water flow in thin channels 细水道中水流非牛顿流体行为的流变物理研究
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003050
F. Veliyev, A. Aslanova
The development of low-permeable hydrocarbon reservoirs is becoming an increasingly urgent task, and therefore, the study of the laws of fluid movement in subcapillary pores and microcracks is a crucial scientific and technical problem. The previous experimental studies revealed that a viscous liquid during flow in low-permeable reservoirs exhibits an anomalous non-Newtonian character, accompanied by a violation of the linearity of the filtration process, and, consequently, Darcy's law. It was also established that starting from a certain critical size of the opening of the crack, the flow of a Newtonian fluid (water, viscous oil) becomes non-Newtonian, with the manifestation of an initial pressure gradient and flow locking. In this research work, rheophysical aspects of the non-Newtonian behavior of water during flow in thin rectangular channels are considered experimentally. Using the microchannel model, it is established that the nonlinear rheological effect in the flow of water in micro-slits is mainly caused by the value of the electrokinetic potential of the system, by reducing of which it is possible to significantly weaken the non-Newtonian nature of the fluid. To regulate the electrokinetic potential of the fluid system, an antistatic additive was used, the optimal concentration of which was established experimentally. The optimal concentration is defined to be 0.006 %. Based on the Bingham model, the rheological parameters of water flow were estimated at different micro-slit clearances changed in the range of 10÷25 micrometers, in the absence and presence of an antistatic additive. It is also established that a reduction in the electrical potential of the fluid flow leads to a significant decrease in the yield shear stress during the flow of water in the microchannel
开发低渗透油气藏的任务日益紧迫,因此,研究液体在毛细管下孔隙和微裂缝中的运动规律是一个至关重要的科学和技术问题。以往的实验研究表明,粘稠液体在低渗透储层中流动时表现出反常的非牛顿特性,并伴随着过滤过程的线性违反,因此也违反了达西定律。研究还发现,从裂缝开口的某一临界大小开始,牛顿流体(水、粘性油)的流动就变成了非牛顿流体,表现为初始压力梯度和流动锁定。在这项研究工作中,通过实验研究了水在矩形细通道中流动时的非牛顿流体行为的流变物理方面。利用微通道模型确定了水在微缝中流动的非线性流变效应主要是由系统的电动势值引起的,通过降低电动势值可以显著削弱流体的非牛顿性质。为了调节流体系统的电动势,使用了一种抗静电添加剂,其最佳浓度是通过实验确定的。最佳浓度为 0.006%。根据宾厄姆模型,估算了在不使用和使用抗静电添加剂的情况下,不同微缝间隙在 10-25 微米范围内变化时的水流流变参数。研究还证实,水在微通道中流动时,流体流动的电势降低会导致屈服剪切应力显著降低
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引用次数: 0
Analysis of variation minor actinide pin configurations Np-237, AM-241, and Cm-244 in UN-PuN fueled pressurized water reactor 分析 UN-PuN 燃料压水反应堆中 Np-237、AM-241 和 Cm-244 等次要锕系元素引脚构型的变化
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003048
Ratna Dewi Syarifah, Muhammad Nasrullah, Fajri Prasetya, Ahmad Muzaki Mabruri, A. Arkundato, G. Jatisukamto, Septy Handayani
Actinide minor is a reactor waste with high toxicity and a long half-life. Minor actinides can be reduced by reusing them as fuel mixtures in reactors. This research uses PWR reactors with the primary fuel UN-PuN or Uranium Plutonium Nitride with a burning time of 5 years. The fuel consists of enriched Uranium, reactor-grade Plutonium from LWR waste, and minor actinides including Neptunium-237, Americium-241, and Curium-244. The purpose of this study was to find a design that is effective in reducing minor actinide waste. There are six designs or cases used in the addition of minor actinides. Each case has six minor actinide pins in each assembly. The addition of minor actinides is arranged in heterogeneous cores. The analysis was carried out by observing the values of k-eff, excess reactivity, and mass of minor actinides obtained from simulations using OpenMC code 0.13.2 and the ENDF/B-VIII library. The homogeneous core obtained an excess reactivity of 9.7 % with a percentage of plutonium of 8 %. The results of the homogeneous core are used as a reference for preparing a heterogeneous core. The heterogeneous core obtained an excess reactivity of 9.9 % with a percentage of plutonium F1: 5.5 %, F2: 8 %, and F3: 10.5 %. Np-237 can be reduced by 53 kg, and Am-241 can be reduced by 61 kg with minor actinide pins in case 1. Cm-244 can be reduced by 363 kilograms with minor actinide pins in case 6. Excess reactivity in the addition of Np-237 and Am-241 decreased to 5.3 %, while the accumulation of Cm-244 increased to 12.1 %.
微量锕系元素是一种反应堆废物,具有毒性高和半衰期长的特点。可以通过在反应堆中重新使用次要锕系元素作为燃料混合物来减少次要锕系元素的产生。这项研究使用压水堆反应堆,其主燃料为燃烧时间为 5 年的 UN-PuN 或氮化钚铀。这种燃料由浓缩铀、从低功率堆废料中提取的反应堆级钚以及包括镎237、镅241和锔244在内的次要锕系元素组成。这项研究的目的是找到一种能够有效减少次锕系元素废料的设计。有六种设计或情况被用于添加次锕系元素。每种情况的每个组件中都有六个小锕系元素引脚。次锕系元素的添加被安排在异质磁芯中。分析是通过观察使用 OpenMC 代码 0.13.2 和 ENDF/B-VIII 库模拟获得的 k-eff、过量反应性和次锕系元素质量值进行的。均质堆芯的过量反应率为 9.7%,钚的比例为 8%。均质堆芯的结果可作为制备异质堆芯的参考。异质堆芯的过量反应率为 9.9%,钚的百分比分别为 F1:5.5%、F2:8% 和 F3:10.5%。在情况 1 中,Np-237 可减少 53 千克,Am-241 可减少 61 千克,锕系元素引脚较少。在情况 6 中,使用次要锕系元素栓可将 Cm-244 减少 363 千克。添加 Np-237 和 Am-241 时的反应过剩率下降到 5.3%,而 Cm-244 的累积率上升到 12.1%。
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引用次数: 0
Comparision of both methods psi and curli: applied in solving multi-objective optimization problem of turning process psi 和 curli 两种方法的比较:应用于解决车削工艺的多目标优化问题
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003071
Do Duc Trung, Nguyen Thi Phuong Giang, Nguyen Hoai Son
Solving a multi-objective optimization problem involves finding the best solution to simultaneously satisfy multiple predefined objectives. Currently, various mathematical methods are available for solving optimization problems in general, and multi-objective optimization in particular. The comparison of mathematical methods when addressing the same problem has been explored in numerous studies. In this study, let’s conduct a comparison of two multi-objective optimization methods: the PSI method and the CURLI method. These two methods were applied collectively to tackle a multi-objective optimization problem related to a turning process. Experimental data were borrowed from a previous study, and a total of sixteen experiments were conducted. Roughness average (Ra), Roundness Error (RE), Tool Wear (VB), and Material Removal Rate (MRR) were the four output parameters measured in each experiment. The objective of solving the multi-objective optimization problem was to identify an experiment among the sixteen existing experiments that simultaneously minimized the three parameters of Ra, RE, and VB while maximizing MRR. The optimal results determined using the PSI and CURLI methods were also compared with the optimal results obtained through other methods (COCOSO, MABAC, MAIRCA, EAMR and TOPSIS) in published documents. The comparison results indicate that the optimal experiment found using the CURLI method consistently matches that of other methods. In contrast, the optimal results obtained through the PSI method differ significantly from those obtained through other methods. The Spearman correlation ranking coefficient between CURLI and the five methods COCOSO, MABAC, MAIRCA, EAMR, and TOPSIS is very high, ranging from 0.9 to 1. In contrast, this coefficient is very small when comparing PSI with the aforementioned five methods, falling within the range of –0.6088 to –0.3706 in this case. Ultimately, this study concludes that the CURLI method is suiTable for solving the multi-objective optimization problem in the turning process, whereas the PSI method is deemed unsuitable
解决多目标优化问题需要找到同时满足多个预定目标的最佳解决方案。目前,有多种数学方法可用于解决一般优化问题,特别是多目标优化问题。许多研究都探讨了在解决相同问题时数学方法的比较。在本研究中,我们将对 PSI 方法和 CURLI 方法这两种多目标优化方法进行比较。这两种方法共同用于解决与车削工艺相关的多目标优化问题。实验数据借自之前的一项研究,共进行了 16 次实验。平均粗糙度 (Ra)、圆度误差 (RE)、刀具磨损 (VB) 和材料去除率 (MRR) 是每次实验测量的四个输出参数。解决多目标优化问题的目标是在现有的 16 个实验中找出一个实验,使 Ra、RE 和 VB 这三个参数同时最小化,而 MRR 最大化。使用 PSI 和 CURLI 方法确定的最优结果还与已发表文献中通过其他方法(COCOSO、MABAC、MAIRCA、EAMR 和 TOPSIS)获得的最优结果进行了比较。比较结果表明,使用 CURLI 方法得出的最佳实验结果与其他方法一致。相比之下,通过 PSI 方法得到的最优结果与其他方法得到的结果有很大差异。CURLI 与 COCOSO、MABAC、MAIRCA、EAMR 和 TOPSIS 五种方法之间的 Spearman 相关排名系数非常高,在 0.9 到 1 之间。最终,本研究得出结论,CURLI 方法适合解决车削过程中的多目标优化问题,而 PSI 方法则被认为不合适。
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引用次数: 0
Research on the dynamics of a heavy mechanized bridge in the deployment phase of the lifting frame 重型机械化桥梁在吊架展开阶段的动力学研究
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003220
Tran Duc Thang, Duong Van Le, Dat Van Chu
This article presents a dynamic model of the TMM-3M heavy mechanized bridge during the frame lifting stage, which is driven by a hydraulic system, constituting the initial phase of the bridge erection process. The model is constructed as a multi-body dynamic system, taking into account the elastic deformation of the rear outriggers, front tires, and front suspension system. The research model integrates a mechanical system controlled by hydraulic cylinders, with pressure being considered as a variable reacting to external loads during the system's operation. Lagrangian equations of the second kind are utilized to establish a system of differential equations describing the oscillations of the system and form the basis for investigating the dynamics of the frame lifting process. The system of differential equations is solved numerically using MATLAB simulation software based on the Runge-Kutta algorithm. The study has revealed laws regarding the displacement and velocity of components within the system, evaluating the stability of the TMM-3M heavy mechanized bridge during operation. This research paves the way for a comprehensive understanding of the working process of the TMM-3M heavy mechanized bridge, aiming for practical improvements to minimize deployment or retrieval time, reduce the number of deployment team members, enhance the automation of the operation process to reduce the workload for operators
本文介绍了由液压系统驱动的 TMM-3M 重型机械化桥梁在框架吊装阶段的动态模型,该模型构成了桥梁架设过程的初始阶段。该模型构建为一个多体动态系统,考虑了后支腿、前轮胎和前悬架系统的弹性变形。研究模型集成了一个由液压缸控制的机械系统,压力被视为在系统运行过程中对外部载荷做出反应的变量。利用第二类拉格朗日方程建立了描述系统振荡的微分方程系统,为研究车架提升过程的动力学奠定了基础。微分方程系统采用基于 Runge-Kutta 算法的 MATLAB 仿真软件进行数值求解。研究揭示了系统内各部件位移和速度的规律,评估了 TMM-3M 重型机械桥在运行过程中的稳定性。这项研究为全面了解 TMM-3M 重型机械化桥梁的工作过程铺平了道路,旨在进行实际改进,以最大限度地缩短部署或回收时间,减少部署小组成员人数,提高操作过程的自动化程度以减轻操作员的工作量。
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引用次数: 0
Applications of safety transient voltage suppressors in the track circuits of railway signaling systems 安全瞬态电压抑制器在铁路信号系统轨道电路中的应用
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003074
Ukrit Kornkanok, S. Deeon, S. Wongcharoen
This research presented the utilization of Safety Transient Voltage Suppressors (STVS) in the track circuits of railway signaling systems, occurring during circuit switching due to changes in track occupancy conditions, resulting in damage and malfunction of the BR966F2 relay. The study employed Failure Modes and Effect Analysis (FMEA) combined with 1kV actual transient overvoltage testing featuring a waveform slope of 184/380 μs. Results revealed two transient voltage suppression levels encompassing Set A_(a,b), Set B_(a) and Set C_(a,b) as well as Set A//Set B//Set C and All Mode. These configurations achieved a clamping voltage of 41.6 V, categorized as Stage 1. Configurations like Set A_(c), Set B_(b,c) and Set C_(c) displayed increased series circuit behavior leading to a clamping voltage of 48.6 V, categorized as Stage 2. The application of STVS device in the track circuit of the signaling system reduced the transient voltage by diversion of the Transient Current or ISTVS through the STVS device into the ground system or the clamping voltage at the STVS device. This prevented the transient power from flowing into and damaging the relays of the track circuit, leaving only the clamping voltage with a missing peak wave. This contributed to the stability of the track circuit within the railway signaling system while also raising the Safety Integrity Level (SIL) to a higher standard, in accordance with the specifications of IEC 16508-4 and the unique requirements of the State Railway of Thailand. These enhancements increased the advanced safety system within the track circuit, particularly for train control and train operation functions of the State Railway of Thailand
这项研究介绍了在铁路信号系统的轨道电路中使用安全瞬态电压抑制器(STVS)的情况,由于轨道占用条件的变化,在电路切换过程中出现了安全瞬态电压抑制器,导致 BR966F2 继电器损坏和失灵。研究采用了故障模式和影响分析(FMEA),结合 1kV 实际瞬态过电压测试,波形斜率为 184/380 μs。结果显示了两个瞬态电压抑制等级,包括 A_(a,b)、B_(a)和 C_(a,b),以及 A//B//C和所有模式。这些配置实现了 41.6 V 的箝位电压,被归类为第 1 阶段。Set A_(c)、Set B_(b,c)和 Set C_(c)等配置显示出更强的串联电路行为,导致 48.6 V 的箝位电压,被归类为第 2 阶段。在信号系统的轨道电路中应用 STVS 设备后,瞬态电流或 ISTVS 通过 STVS 设备分流到接地系统,或在 STVS 设备处产生箝位电压,从而降低了瞬态电压。这就防止了瞬态功率流入轨道电路继电器并损坏继电器,只留下峰值波缺失的箝位电压。这有助于提高铁路信号系统内轨道电路的稳定性,同时根据 IEC 16508-4 规范和泰国国营铁路的独特要求,将安全完整性等级 (SIL) 提高到更高标准。这些改进提高了轨道电路内的高级安全系统,特别是泰国国家铁路的列车控制和列车运行功能。
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引用次数: 0
Investigation of electrical conductivity and electromagnetic wave absorption capabilities of water hyacinth biocarbon impregnated with Cu atom 浸渍铜原子的水葫芦生物碳的导电性和电磁波吸收能力研究
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003057
Sugeng Hadi Susilo, Azam Muzakhim Imanudin, Taufiq Rochman, Supriatna Adhisuwignjo
This paper discusses the impregnation of Cu atoms at carbonization temperature of water hyacinth bio carbon composite. This composite is used as an absorber of electromagnetic waves. Because the inference of electromagnetic waves can cause damage to other electronic equipment. In addition, electromagnetic wave radiation can cause various human health problems. The purpose of the research is to obtain a material that is able to absorb electromagnetic waves and increase electrical conductivity, impregnation of Cu atoms at carbonization temperature of water hyacinth bio carbon composite. The composite material uses a composition ratio of water hyacinth powder and phenol-formaldehyde of 30:70. The carburization temperatures used were 600 °C, 800 °C, and 1000 °C with a heat increase rate of 7 °C/minute. This study used Scanning Electron Micrograph (SEM), X-Ray Diffraction (XRD), LCR Meter, and vector network analyzer. The results show that the impregnation of Cu atoms at carbonization temperature can increase the area of the nanostructure, thereby increasing the formation of micropores in the composite. The higher the carbonization temperature, the percentage of Cu and carbon compounds can increase, while the percentage of crystal structure decreases. Impregnation of Cu atoms further strengthens the composite's absorption of electromagnetic wave radiation. Impregnation of Cu atoms in water hyacinth bio carbon composites at carbonization temperature can increase the electrical conductivity of the composite. The results of this research have potential applications in the electronics industry, batteries, and electrical devices, and can be used to protect devices from electromagnetic interference, especially in telecommunications and the medical field
本文讨论了在水葫芦生物碳复合材料碳化温度下的铜原子浸渍。这种复合材料可用作电磁波吸收剂。因为电磁波的推断会对其他电子设备造成损害。此外,电磁波辐射还会引起各种人体健康问题。本研究的目的是获得一种能够吸收电磁波并增加导电性的材料,在水葫芦生物碳复合材料的碳化温度下浸渍 Cu 原子。该复合材料使用的水葫芦粉末和苯酚-甲醛的成分比例为 30:70。渗碳温度分别为 600 ℃、800 ℃ 和 1000 ℃,升温速率为 7 ℃/分钟。这项研究使用了扫描电子显微镜(SEM)、X 射线衍射(XRD)、LCR 计和矢量网络分析仪。结果表明,在碳化温度下浸渍铜原子可增加纳米结构的面积,从而增加复合材料中微孔的形成。碳化温度越高,Cu 和碳化合物的比例会增加,而晶体结构的比例会降低。Cu 原子的浸渍进一步增强了复合材料对电磁波辐射的吸收。在碳化温度下,在布袋莲生物碳复合材料中浸渍 Cu 原子可提高复合材料的导电性。这项研究成果有望应用于电子工业、电池和电气设备,并可用于保护设备免受电磁干扰,尤其是在电信和医疗领域。
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引用次数: 0
Prediction of air pollution from power generation using machine learning 利用机器学习预测发电产生的空气污染
Q3 Engineering Pub Date : 2024-01-31 DOI: 10.21303/2461-4262.2024.003148
T. Photsathian, T. Suttikul, W. Tangsrirat
Electrical energy is now widely recognized as an essential part of life for humans, as it powers many daily amenities and devices that people cannot function without. Examples of these include traffic signals, medical equipment in hospitals, electrical appliances used in homes and offices, and public transportation. The process that generates electricity can pollute the air. Even though natural gas used in power plants is derived from fossil fuels, it can nevertheless produce air pollutants involving particulate matter (PM), nitrogen oxides (NOx), and carbon monoxide (CO), which affect human health and cause environmental problems. Numerous researchers have devoted significant efforts to developing methods that not only facilitate the monitoring of current air quality but also possess the capability to predict the impacts of this increasing rise. The primary cause of air pollution issues associated with electricity generation is the combustion of fossil fuels. The objective of this study was to create three multiple linear regression models using artificial intelligence (AI) technology and data collected from sensors positioned around the energy generator. The objective was to precisely predict the amount of air pollution that electricity generation would produce. The highly accurate forecasted data proved valuable in determining operational parameters that resulted in minimal air pollution emissions. The predicted values were accurate with the mean squared error (MSE) of 0.008, the mean absolute error (MAE) of 0.071, and the mean absolute percentage error (MAPE) of 0.006 for the turbine energy yield (TEY). For the CO, the MSE was 2.029, the MAE was 0.791, and the MAPE was 0.934. For the NOx, the MSE was 69.479, the MAE was 6.148, and the MAPE was 0.096. The results demonstrate that the models developed have a high level of accuracy in identifying operational conditions that result in minimal air pollution emissions, with the exception of NOx. The accuracy of the NOx model is relatively lower, but it may still be used to estimate the pattern of NOx emissions
现在,人们普遍认为电能是人类生活中不可或缺的一部分,因为电能为许多日常设施和设备提供动力,没有电能,人们就无法正常工作。例如,交通信号、医院的医疗设备、家庭和办公室使用的电器以及公共交通。发电过程会污染空气。尽管发电厂使用的天然气来自化石燃料,但仍会产生空气污染物,包括微粒物质 (PM)、氮氧化物 (NOx) 和一氧化碳 (CO),影响人类健康并造成环境问题。许多研究人员已投入大量精力开发各种方法,这些方法不仅有助于监测当前的空气质量,还能预测空气质量日益上升所带来的影响。与发电相关的空气污染问题的主要原因是化石燃料的燃烧。本研究的目的是利用人工智能(AI)技术和从能源发电机周围传感器收集的数据创建三个多元线性回归模型。目的是精确预测发电产生的空气污染量。事实证明,高精度的预测数据对于确定可将空气污染排放量降至最低的运行参数非常有价值。预测值非常准确,平均平方误差 (MSE) 为 0.008,平均绝对误差 (MAE) 为 0.071,平均绝对百分比误差 (MAPE) 为 0.006。对于 CO,MSE 为 2.029,MAE 为 0.791,MAPE 为 0.934。氮氧化物的 MSE 为 69.479,MAE 为 6.148,MAPE 为 0.096。结果表明,除氮氧化物外,所开发的模型在确定导致最低空气污染排放的运行条件方面具有很高的准确性。氮氧化物模型的准确度相对较低,但仍可用于估算氮氧化物的排放模式。
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引用次数: 0
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EUREKA: Physics and Engineering
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