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Nanostructured Composites: Modelling for Tailored Industrial Application 纳米结构复合材料:为量身定制的工业应用建模
Q2 Engineering Pub Date : 2024-08-08 DOI: 10.14416/j.asep.2024.08.004
Gh Owais Shah, Gaurav Arora
This comprehensive study explores the application of metallic, polymeric, and hybrid nanocomposites, particularly integrating carbon nanotubes (CNTs) to enhance mechanical properties. Various mathematical models predict critical properties like elastic modulus, with analyses assessing mechanical behavior across different CNT volume fractions. Findings emphasize the influence of fiber distribution and porosity on mechanical properties, with clusters acting as stress concentrators. Matrix materials include Aluminum 356 and HDPE, with CNTs and Coir fibers as reinforcements, and hybrid composites combining HDPE, Coir, and CNTs are studied. Elastic modulus calculations employ micromechanical models, with results varying based on volume fractions and composite compositions. Experimental validation enhances technical robustness, ensuring applicability in real-world scenarios. Aerospace applications favor models like Combined Voigt–Reuss, Halpin–Tsai Equations, and Hashin–Strikman for their accuracy and computational efficiency, while automotive applications prefer Halpin–Tsai Equations and Combined Equations for practical use. These models balance accuracy and computational efficiency, providing valuable insights for industrial applications. The calculated effective modulus ranged from 81.67 GPa to 118.78 GPa for Al-CNT composites, from 11.09 GPa to 51.05 GPa for HDPE-CNT composites, and from 1.15 GPa to 1.34 GPa for HDPE-Coir composites, showcasing the wide range of mechanical properties achievable through different composite compositions and volume fractions.
本综合研究探讨了金属、聚合物和混合纳米复合材料的应用,特别是碳纳米管(CNT)在增强机械性能方面的应用。各种数学模型预测了弹性模量等关键性能,并对不同 CNT 体积分数的机械行为进行了分析评估。研究结果强调了纤维分布和孔隙率对机械性能的影响,其中纤维簇起到了应力集中器的作用。基体材料包括铝 356 和高密度聚乙烯,并以碳纳米管和椰壳纤维作为增强材料,还研究了高密度聚乙烯、椰壳纤维和碳纳米管的混合复合材料。弹性模量计算采用微机械模型,计算结果因体积分数和复合材料成分而异。实验验证增强了技术的稳健性,确保了在现实世界中的适用性。航空航天应用偏爱 Voigt-Reuss 组合方程、Halpin-Tsai 方程和 Hashin-Strikman 等模型,因为它们具有准确性和计算效率,而汽车应用偏爱 Halpin-Tsai 方程和组合方程,因为它们具有实用性。这些模型兼顾了精度和计算效率,为工业应用提供了宝贵的见解。铝-CNT 复合材料的有效模量计算值从 81.67 GPa 到 118.78 GPa 不等,高密度聚乙烯-CNT 复合材料的有效模量计算值从 11.09 GPa 到 51.05 GPa 不等,高密度聚乙烯-掺杂物复合材料的有效模量计算值从 1.15 GPa 到 1.34 GPa 不等,这表明通过不同的复合材料成分和体积分数可以实现广泛的机械性能。
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引用次数: 0
Facile Synthesis of Hybrid-Polyoxometalates Nanocomposite for Degradation of Cationic and Anionic Dyes in Water Treatment 轻松合成用于降解水处理中阳离子和阴离子染料的杂化聚氧化金属酸盐纳米复合材料
Q2 Engineering Pub Date : 2024-07-26 DOI: 10.14416/j.asep.2024.07.014
Wei Wei Leow, Alvin Duke, Siti Kartini Enche Ab Rahim, Qi Hwa Ng, P. Hoo, A. Nasib, Muhamad Qauyum Zawawi Ahamad Suffin, N. Abdullah
Photocatalysis emerges as a promising method for treating organic dye contaminated wastewater. This process involves the use of photocatalysts through light activation, typically semiconductors such as titanium dioxide (TiO2) or polyoxometalates (POM) to generate reactive species capable of degrading organic pollutants. Several factors influence the photodegradation of ionic and cationic dyes including chemical properties, reaction mechanism and degradation efficiency. This work evaluated photodegradation performance of methyl orange (MO) and malachite green (MG) dyes using hybrid-polyoxometalate (HPOM) photocatalyst. Fourier Transform Infrared Spectroscopy (FTIR) identified the characteristic band at 3463.66 cm–1 (O-H) and 997.74 cm–1 (W-O). Scanning Electron Microscopy (SEM) revealed the presence of rod-like and granular structures in HPOM, representing silver acetate and sodium tungstate. X-ray diffraction (XRD) confirmed characteristic peak of Keggin structure, revealing high crystallinity of HPOM. UV-assisted photodegradation was evaluated on different parameters (initial dye concentration, photocatalyst dosage and pH), highlighting HPOM’s better affinity for degrading cationic dye. The optimum photodegradation conditions for MG and MO dyes were 20 ppm dye concentration, 100 mg photocatalyst dosage, and pH 7 and 8, respectively. The kinetic data was fitted with the Langmuir Hinshelwood kinetic model, indicating pseudo-first-order kinetics. HPOM exhibited a higher rate constant, k for MG (k = 0.0068 min–1) than MO (k = 0.0029 min–1).
光催化是一种处理有机染料污染废水的有效方法。这一过程涉及通过光激活使用光催化剂,通常是二氧化钛(TiO2)或聚氧化金属(POM)等半导体,以产生能够降解有机污染物的活性物种。影响离子和阳离子染料光降解的因素包括化学性质、反应机理和降解效率。本研究利用杂化聚氧甲基丙烯酸酯(HPOM)光催化剂评估了甲基橙(MO)和孔雀石绿(MG)染料的光降解性能。傅立叶变换红外光谱(FTIR)确定了 3463.66 厘米-1(O-H)和 997.74 厘米-1(W-O)处的特征谱带。扫描电子显微镜(SEM)显示,HPOM 中存在杆状和颗粒状结构,代表醋酸银和钨酸钠。X 射线衍射(XRD)证实了凯金结构的特征峰,揭示了 HPOM 的高结晶度。根据不同的参数(初始染料浓度、光催化剂用量和 pH 值)对紫外光辅助光降解进行了评估,结果表明 HPOM 对阳离子染料具有更好的降解亲和力。MG 和 MO 染料的最佳光降解条件分别为 20 ppm 染料浓度、100 mg 光催化剂用量、pH 值 7 和 8。动力学数据采用 Langmuir Hinshelwood 动力学模型进行拟合,显示出伪一阶动力学。与 MO(k = 0.0029 min-1)相比,HPOM 的 MG(k = 0.0068 min-1)表现出更高的速率常数 k。
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引用次数: 0
Characterization of Polyvinylpyrrolidone-2-Acrylamide-2-Methlypropansulphonic Acid Based Polymer as a Corrosion Inhibitor for Copper and Brass in Hydrochloric Acid 聚乙烯吡咯烷酮-2-丙烯酰胺-2-甲基丙磺酸基聚合物作为铜和黄铜在盐酸中的缓蚀剂的特性分析
Q2 Engineering Pub Date : 2024-07-26 DOI: 10.14416/j.asep.2024.07.013
M. Makhatha, G. M. Tsoeunyane, Luyanda Masana Yvette Maqubela, Sergei Sherbakov, Daria Podgayskaya, V. H. M., Pawan Kumar
Copper and its alloy are susceptible to corrosion in heat exchangers during acid cleaning. The corrosion leads to materials loss and damage; hence it is important to prohibit such corrosion damage using an eco-friendly corrosion inhibitor. In the current work, a polymer composite-based corrosion inhibitor was prepared using polyvinylpyrrolidone (PVP) and 2-Acrylamido-2-methylpropane sulfonic acid (AMPS). The PVP copolymer undergoes polymerization with the AMPS having several interconnected uniformly sized pores and produces a PVP–AMPS composite with rod-like microstructure. The effect of concentration, time, and temperature on corrosion inhibition efficiency (IE) of PVP–AMPS composite was studied for copper and brass in hydrochloric acid (HCl) solution. The IE increases with concentration and decreases with time and temperature. A change in cathodic and anodic Tafel slopes with the concentration of PVP–AMPS inhibitors was observed. The increase in IE with concentration was attributed to the solubility of PVP–AMPS composite in HCl. However, the decrease in IR with time and temperature was due to the desorption of PVP–AMPS composite from the surface of copper and brass and also due to the exothermic reactions at higher temperature. A few peaks in FTIR spectra at 3000–3100 cm−1 were missing, which is due to the stretching vibration of H–C during the crosslinking polymerization. Further, the absence of the O–H peak indicated that the polymerization process removed the water molecule. The best correlation coefficient (R2) for the Langmuir adsorption mechanism was achieved. A negative Gibbs free energy (ΔG) envisages the spontaneity of the adsorption process. However, the | ΔG| for adsorption was less than 20 kJmol−1 confirming the process as physisorption. A shift in anodic and cathodic branches in the presence of the PVP–AMPS inhibitor indicated a mixed-type inhibitor behavior.
在酸洗过程中,热交换器中的铜及其合金容易受到腐蚀。腐蚀会导致材料损失和损坏;因此,使用环保型缓蚀剂来防止此类腐蚀损坏非常重要。在目前的工作中,使用聚乙烯吡咯烷酮(PVP)和 2-丙烯酰胺基-2-甲基丙烷磺酸(AMPS)制备了一种基于聚合物复合材料的缓蚀剂。聚乙烯吡咯烷酮(PVP)共聚物与具有多个相互连接的均匀大小孔隙的 AMPS 发生聚合反应,生成具有棒状微结构的 PVP-AMPS 复合材料。针对盐酸(HCl)溶液中的铜和黄铜,研究了浓度、时间和温度对 PVP-AMPS 复合材料缓蚀效率(IE)的影响。IE 随浓度的增加而增加,随时间和温度的变化而降低。观察到阴极和阳极 Tafel 斜率随 PVP-AMPS 抑制剂浓度的变化而变化。IE 随浓度的增加而增加的原因是 PVP-AMPS 复合材料在盐酸中的溶解度。然而,随着时间和温度的推移,IR 值下降,这是由于 PVP-AMPS 复合材料从铜和黄铜表面解吸,以及在较高温度下的放热反应。傅立叶变换红外光谱中 3000-3100 cm-1 处的几个峰消失了,这是由于交联聚合过程中 H-C 的伸缩振动所致。此外,O-H 峰的缺失表明聚合过程中去掉了水分子。朗缪尔吸附机理达到了最佳相关系数(R2)。负吉布斯自由能(ΔG)表示吸附过程具有自发性。然而,吸附的 | ΔG|小于 20 kJmol-1,证实了这是一个物理吸附过程。在 PVP-AMPS 抑制剂存在的情况下,阳极和阴极分支发生了变化,这表明存在混合型抑制剂行为。
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引用次数: 0
Conditional Optimization on the Photocatalytic Degradation Removal Efficiency of Formaldehyde using TiO2 – Nylon 6 Electrospun Composite Membrane 利用二氧化钛-尼龙 6 电纺丝复合膜对甲醛光催化降解去除率进行条件优化
Q2 Engineering Pub Date : 2024-07-19 DOI: 10.14416/j.asep.2024.07.012
Taddao Pahasup-anan, K. Suwannahong, P. Kampeerapappun, Ratthapol Rangkupan, Wipada Dechapanya
Since the outbreak of the coronavirus disease in 2019, many people have adjusted their work and lifestyle to the new normal, such as purchasing takeaway dishes or utilizing food delivery services more frequently. This causes individuals to spend more time indoors. The health, comfort, and well-being of building occupants are directly impacted by indoor air quality, which is a significant issue. The main objective of this study was to investigate the optimal conditions for the treatment of gaseous formaldehyde using TiO2 – Nylon 6 electrospun composite membrane via photocatalytic oxidation. Response surface methodology (RSM) model with the Box-Behnken Design (BBD) was applied for experimental design and statistical analysis. Three factors (catalyst dosage, initial formaldehyde concentration, and gas flow rate) affecting the removal efficiency were studied. Three sets of experiments were conducted to compare the formaldehyde removal efficiencies of the following processes; the adsorption process, the photolysis process, and the photocatalytic oxidation process. From the results, it is obvious that the photocatalytic oxidation process yielded the highest removal efficiency (83.43%) as compared to the other two processes. The mechanism of the formaldehyde photocatalytic oxidation process can be described using the simplified Langmuir-Hinshelwood equation. The reaction follows a pseudo-first order reaction, with a rate constant of 0.0058 min–1. The optimal conditions were found to be at 80.0%w/w catalyst dosage, 7.0 ppm initial formaldehyde concentration, and 1.5 L/min gas flow rate which resulted in an 84.54% removal efficiency after 420 minutes of treatment period. Thus, the application use of the TiO2 – Nylon 6 electrospun composite membrane equipped with the UV light source could be a promising alternative technology for indoor air treatment.
自 2019 年爆发冠状病毒疾病以来,许多人调整了工作和生活方式,以适应新常态,例如更频繁地购买外卖菜肴或使用送餐服务。这导致个人在室内度过更多时间。室内空气质量直接影响到建筑物使用者的健康、舒适度和幸福感,是一个重要问题。本研究的主要目的是研究使用 TiO2 - 尼龙 6 电纺复合膜通过光催化氧化处理气态甲醛的最佳条件。采用方框-贝肯设计(BBD)响应面方法(RSM)模型进行实验设计和统计分析。研究了影响去除效率的三个因素(催化剂用量、初始甲醛浓度和气体流速)。通过三组实验,比较了吸附过程、光解过程和光催化氧化过程的甲醛去除率。从结果来看,光催化氧化工艺的甲醛去除率(83.43%)明显高于其他两种工艺。甲醛光催化氧化过程的机理可以用简化的 Langmuir-Hinshelwood 公式来描述。反应遵循假一阶反应,速率常数为 0.0058 min-1。最佳条件是催化剂用量为 80.0%w/w,初始甲醛浓度为 7.0 ppm,气体流速为 1.5 L/min,处理时间为 420 分钟,去除效率为 84.54%。因此,使用配备紫外线光源的二氧化钛-尼龙 6 电纺复合膜是一种很有前途的室内空气处理替代技术。
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引用次数: 0
Multicomponent Equilibrium Isotherms and Kinetics Study of Heavy Metals Removal from Aqueous Solutions Using Electrocoagulation Combined with Mordenite Zeolite and Ultrasonication 利用电凝结合莫代沸石和超声波去除水溶液中重金属的多组分平衡等温线和动力学研究
Q2 Engineering Pub Date : 2024-07-19 DOI: 10.14416/j.asep.2024.07.011
S. Al‐Jubouri, Rasha Habeeb Salman, Entisar Mohsen Khudhair, Ammar Salih Abbas, A. F. Al-Alawy, Sajad Yas Khudhair, M. Salih, Hassanain A. Hassan, Abdullatif Alfutimie
Combining different treatment strategies successively or simultaneously has become recommended to achieve high purification standards for the treated discharged water. The current work focused on combining electrocoagulation, ion-exchange, and ultrasonication treatment approaches for the simultaneous removal of copper, nickel, and zinc ions from water. The removal of the three studied ions was significantly enhanced by increasing the power density (4–10 mA/cm2) and NaCl salt concentration (0.5–1.5 g/L) at a natural solution pH. The simultaneous removal of these metal ions at 4 mA/cm2 and 1 g NaCl/L was highly improved by introducing 1 g/L of mordenite zeolite as an ion-exchanger. A remarkable removal of heavy metals was reported, as the initial concentration of each metal decreased from approximately 50 ppm to 1.19 for nickel, 3.06 for zinc, and less than 1 ppm for copper. In contrast, ultrasonication did not show any improvement in the treatment process. The extended Langmuir isotherm model convincingly described the experimental data; the Temkin and Dubinin-Radushkevich isotherm models have proven that the removal processes were physical and exothermic. Finally, the pseudo-second-order kinetics model appropriately explained the kinetics of the process with correlation coefficients of 0.9337 and 0.9016, respectively.
为了使处理后的排放水达到较高的净化标准,建议连续或同时采用不同的处理策略。目前的工作重点是结合电凝、离子交换和超声处理方法,同时去除水中的铜、镍和锌离子。在自然溶液 pH 值条件下,提高功率密度(4-10 mA/cm2)和氯化钠盐浓度(0.5-1.5 g/L)可显著提高对所研究的三种离子的去除率。在 4 mA/cm2 和 1 g NaCl/L 的条件下,通过引入 1 g/L 的莫代沸石作为离子交换剂,同时去除这些金属离子的效果得到了极大改善。重金属的去除效果显著,每种金属的初始浓度从大约 50 ppm 降至 1.19 ppm(镍)、3.06 ppm(锌)和小于 1 ppm(铜)。相比之下,超声波处理对处理过程没有任何改善。扩展的 Langmuir 等温线模型令人信服地描述了实验数据;Temkin 和 Dubinin-Radushkevich 等温线模型证明了去除过程是物理放热过程。最后,伪二阶动力学模型恰当地解释了这一过程的动力学,相关系数分别为 0.9337 和 0.9016。
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引用次数: 0
Dewaxing and Post-Pretreatment Washing: Impact on Sugar and Ethanol Yields from Tobacco Residue 脱蜡和后预处理清洗:对烟草残渣制糖和乙醇产量的影响
Q2 Engineering Pub Date : 2024-07-18 DOI: 10.14416/j.asep.2024.07.010
Muhammad Ayub Khan, E. Panakkal, M. Sriariyanun, M. Gundupalli, S. Roddecha, Keerthi Katam, Jayapriya Jayaprakash, K. Cheenkachorn
Waste generated from tobacco cultivation has negatively impacted the environment due to its inappropriate disposal methods. This negative impact can be mitigated by valorizing tobacco residue. In this study, tobacco residue was pretreated and the effect of dewaxing and washing on sugar and ethanol yields was studied. Tobacco residue was pretreated with alkali (2.17 M NaOH, 94 °C, 4.5 h) or acid (2.95 wt% H2SO4, 133 °C, 0.92 h). The effect of dewaxing was studied by incorporating the dewaxing step prior to pretreatment. Similarly, the effect of washing was analyzed by omitting post-pretreatment washing. Compositional analysis revealed that dewaxing prior to alkaline pretreatment improved cellulose content by 80% compared to the standard pretreated sample. Enzymatic hydrolysis of the samples showed that pretreatment had improved sugar yield by up to 6.1 times. Moreover, the sugar yield further improved when dewaxing and post-pretreatment washing steps were incorporated into the process. The unwashed biomass showed a 3-fold decrease in sugar compared to untreated biomass. Furthermore, fermentation studies showed that the dewaxed alkaline pretreated tobacco residue enhanced ethanol yield by 34% compared to standard pretreated biomass. Thus, this study reveals the potential of tobacco residue valorization and emphasizes the importance of dewaxing and post-pretreatment washing in a biorefinery.
由于处理方法不当,烟草种植产生的废物对环境造成了负面影响。烟草残留物的价值化可以减轻这种负面影响。本研究对烟草残渣进行了预处理,并研究了脱蜡和洗涤对糖和乙醇产量的影响。烟草残渣经碱(2.17 M NaOH,94 °C,4.5 小时)或酸(2.95 wt% H2SO4,133 °C,0.92 小时)预处理。通过在预处理之前加入脱蜡步骤,研究了脱蜡的效果。同样,通过省略预处理后的洗涤,分析了洗涤的影响。成分分析表明,与标准预处理样品相比,在碱性预处理前脱蜡可使纤维素含量提高 80%。样品的酶水解表明,预处理可使产糖量提高 6.1 倍。此外,在工艺中加入脱蜡和预处理后洗涤步骤后,糖产量进一步提高。与未经处理的生物质相比,未经洗涤的生物质的糖分减少了 3 倍。此外,发酵研究表明,与标准预处理生物质相比,脱蜡碱性预处理烟草残渣的乙醇产量提高了 34%。因此,这项研究揭示了烟草残渣的增值潜力,并强调了脱蜡和预处理后清洗在生物精炼厂中的重要性。
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引用次数: 0
Fused Deposition Modelling Approach in Recycled Polypropylene/Aluminum Powder Composites for Sustainable Development 回收聚丙烯/铝粉复合材料中的熔融沉积建模方法促进可持续发展
Q2 Engineering Pub Date : 2024-07-17 DOI: 10.14416/j.asep.2024.07.009
Manveer Rana, Mohit Kumar, Ranvijay Kumar
Polypropylene (PP) is a versatile and widely used thermoplastic polymer that has found its way into various aspects from packaging materials and consumer products to automotive components and industrial applications. However, this widespread use of polypropylene also presents a significant challenge in the disposal of polypropylene waste and its durability aspects. So, the fused deposition modeling (FDM) technique arises as compiling outcomes for recycling discarded PP waste to create functional products. The properties of FDM components produced from recycled polypropylene (r-PP) are notably inferior to those of virgin PP FDM counterparts. Hence, it becomes imperative to comprehend the substantial alterations that r-PP undergoes during successive extrusion processes, including chain scission, alterations in viscosity, and reductions in breaking strength. The incorporation of additives has emerged as a promising solution to enhance the performance of r-PP. In this context, the present study explores the development of a novel composite material by blending r-PP with aluminum powder. The combination of these materials leverages the sustainability benefits of r-PP and the excellent thermal and mechanical properties of aluminum, making it a promising candidate for a wide range of applications. The tensile results show a significant increase in Young’s modulus for pre-heat treated composite specimen at 214 ℃ extrusion temperature. The SEM fractrographic analysis confirms the homogenized distribution after pre-heat treatments. XRD results analyzed the degree of crystallinity in the composite specimens.
聚丙烯(PP)是一种用途广泛的热塑性聚合物,已被广泛应用于包装材料、消费品、汽车部件和工业应用等各个方面。然而,聚丙烯的广泛应用也给聚丙烯废料的处理及其耐久性带来了巨大挑战。因此,熔融沉积建模(FDM)技术应运而生,它是回收利用废弃聚丙烯废料制造功能性产品的综合成果。用回收聚丙烯(r-PP)生产的 FDM 组件的性能明显低于原生聚丙烯 FDM 组件。因此,当务之急是了解再生聚丙烯在连续挤压过程中发生的重大变化,包括链断裂、粘度变化和断裂强度降低。添加添加剂已成为提高 r-PP 性能的一种可行解决方案。在此背景下,本研究通过将 r-PP 与铝粉混合,探索开发一种新型复合材料。这两种材料的结合充分利用了 r-PP 的可持续发展优势和铝的优异热性能和机械性能,使其成为具有广泛应用前景的候选材料。拉伸结果表明,在 214 ℃ 的挤压温度下,预热处理的复合材料试样的杨氏模量显著增加。扫描电子显微镜(SEM)分形分析证实了预热处理后的均匀分布。XRD 结果分析了复合材料试样的结晶度。
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引用次数: 0
Transformer Differential Protection Method for Recognition between Power Transformer Internal Defects and Inrush Current: A Comprehensive Review of Detection Techniques 用于识别电力变压器内部缺陷和浪涌电流的变压器差动保护方法:检测技术综述
Q2 Engineering Pub Date : 2024-07-10 DOI: 10.14416/j.asep.2024.07.008
Wael Abdulhassan Atiyah, Shahram Karimi, Mohamad Moradi
The cornerstone of any electric power system lies in its power transformers, as their seamless operation is crucial for network reliability. Instant disconnection from the grid is imperative upon detecting any faults to prevent cascading issues. However, distinguishing between fault conditions, like inrush current, which necessitates caution rather than immediate action, poses a challenge for effective protection schemes. This dilemma can lead to relay malfunctions, further jeopardizing system integrity. This paper delves into a thorough analysis and comparison of various methods employed in differential protection to discern between internal faults and inrush currents, aiming to enhance system resilience. This comprehensive review explores the efficacy of intelligent techniques, hybrid approaches, and traditional methods in fault detection. By shedding light on the strengths and limitations of each method, researchers in this domain can glean insights to innovate and address the deficiencies of existing strategies in tackling internal faults and inrush currents detection. Ultimately, this endeavor seeks to fortify the reliability and stability of power systems in the face of dynamic operational challenges.
电力变压器是任何电力系统的基石,其无缝运行对网络可靠性至关重要。一旦检测到任何故障,必须立即断开与电网的连接,以防止出现连锁问题。然而,区分故障条件(如浪涌电流)需要谨慎而不是立即采取行动,这给有效的保护方案带来了挑战。这种困境可能导致继电器故障,进一步危及系统的完整性。本文深入分析和比较了差动保护中采用的各种方法,以辨别内部故障和浪涌电流,从而提高系统的恢复能力。这篇综合评论探讨了智能技术、混合方法和传统方法在故障检测中的功效。通过阐明每种方法的优势和局限性,该领域的研究人员可以获得创新见解,并解决现有策略在处理内部故障和浪涌电流检测方面的不足。最终,这项工作旨在面对动态运行挑战,加强电力系统的可靠性和稳定性。
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引用次数: 0
Identification of Passion Fruit Nutrients for Elderly People Using Network in Network Architecture: An Empirical Study in Thailand 利用网络架构识别老年人食用的百香果营养成分:泰国实证研究
Q2 Engineering Pub Date : 2024-07-09 DOI: 10.14416/j.asep.2024.07.007
A. Kengpol, Akksatcha Duangsuphasin
The growing elderly population has led to a rise in health issues, particularly chronic diseases. Passion fruits contain numerous nutrients that may help in the treatment of chronic diseases. However, specific recommendations for daily passion fruit nutrient intake for the elderly are currently lacking in the literature. This research aimed to identify passion fruit groups and to suggest the appropriate daily passion fruit nutrient intake for elderly people using network in network (NiN) architecture. This research demonstrates that the NiN model can be effectively applied to identify passion fruit groups for the elderly. It is more efficient than other convolutional neural network (CNN) architectures. The results show that NiN can correctly identify passion fruit groups and suggest the appropriate amount of nutrient intake for the elderly, achieving + 96.76% accuracy in the training dataset and 95.89% accuracy in the validation dataset, surpassing 84.6% accuracy achieved by EaglAI. Sensitivity analysis of the NiN model using mean absolute error (MAE) for geometric transformations revealed consistent training image results and model robustness. This research benefits elderly people with chronic diseases by providing tailored recommendations for daily passion fruit intake, based on the analysis of sugar nutrients using the NiN model.
老年人口的不断增长导致健康问题,尤其是慢性疾病的增加。百香果含有多种营养物质,可能有助于治疗慢性疾病。然而,目前文献中还缺乏针对老年人每日百香果营养摄入量的具体建议。本研究旨在利用网络中的网络(NiN)架构来识别百香果群,并提出适合老年人的每日百香果营养摄入量建议。研究表明,NiN 模型可有效地用于识别老年人的百香果群。它比其他卷积神经网络(CNN)架构更有效。结果表明,NiN 可以正确识别百香果组,并为老年人建议适当的营养摄入量,其训练数据集的准确率达到 + 96.76%,验证数据集的准确率达到 95.89%,超过了 EaglAI 84.6% 的准确率。使用几何变换的平均绝对误差(MAE)对NiN模型进行的灵敏度分析表明,训练图像结果一致,模型稳健。这项研究通过使用 NiN 模型分析糖类营养成分,为患有慢性疾病的老年人提供每日百香果摄入量的定制建议,使他们受益匪浅。
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引用次数: 0
An Innovative AgNP-based Solar Panel Coating and Farmland Fertility Optimization (FFO) based Power Extraction Methodology for Grid Systems 基于 AgNP 的创新型太阳能电池板涂层和基于农田肥力优化 (FFO) 的电网系统电力提取方法
Q2 Engineering Pub Date : 2024-07-08 DOI: 10.14416/j.asep.2024.07.006
Priya Palanichamy, Rajesh Krishnasamy, Senthil Muthu Kumar Thiagamani
In the power electronic system, coated solar panels attracted a lot of interest in present times. The proposed work aims to achieve two key objectives: maximal power extraction and solar panel coating. To reduce the cost of coating material for solar panels, Silver Nano Particles (AgNPs) are first collected from the leaves of Rose periwinkle plants. This strategy aims to achieve maximal power extraction by coating solar panels with green synthesized silver nanoparticles. To reduce the cost of coating material, Rosy periwinkle plant leaves are used to synthesize silver nanoparticles or AgNPs. To ascertain the framework's capacity for measuring energy both before and after the panels are coated with AgNP, this study theoretically analyses the data. The power current and voltage-current characteristics of the study were validated, enabling an examination of the study's effectiveness. The coated type outperformed the normal solar panel by 2%, according to the results. With a new approach called Farmland Fertility Optimization – Maximum Power Position Tracking, the precise peak site for increased energy yield is discovered. The bi-directional converter is also utilized to mitigate stress and increase voltage gain. To improve the power quality with fewer harmonics, the 3-phase inverter and the LC filtering circuits are used. Finally, a variety of performance measures are used to confirm the results of coated solar panels using power-tracking control techniques. The findings suggest that AgNP-coated solar panels provide the best possible electrical energy with improved voltage, current, and power quality. Performance evaluation shows that the coated solar panel's power tracking efficiency has increased to 99% with decreased harmonics of 2.52%.
在电力电子系统中,涂层太阳能电池板备受关注。拟议的工作旨在实现两个关键目标:最大功率提取和太阳能电池板涂层。为了降低太阳能电池板涂层材料的成本,首先从长春花的叶子中收集银纳米粒子(AgNPs)。这一策略旨在通过在太阳能电池板上涂覆绿色合成的银纳米粒子,实现最大功率提取。为了降低涂层材料的成本,使用长春花叶来合成银纳米粒子或 AgNPs。为了确定该框架在面板涂覆 AgNP 前后的能量测量能力,本研究对数据进行了理论分析。该研究的功率电流和电压电流特性得到了验证,从而能够检验该研究的有效性。结果表明,涂层型太阳能电池板的性能比普通太阳能电池板高出 2%。通过一种名为 "农田肥力优化--最大功率位置跟踪 "的新方法,发现了提高能源产量的精确峰值位置。双向转换器也可用于减轻压力和提高电压增益。为了改善电能质量,减少谐波,使用了三相逆变器和 LC 滤波电路。最后,使用各种性能指标来确认使用功率跟踪控制技术的涂层太阳能电池板的结果。研究结果表明,AgNP 涂层太阳能电池板可提供最佳电能,改善电压、电流和电能质量。性能评估显示,涂层太阳能电池板的功率跟踪效率提高到了 99%,谐波降低了 2.52%。
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Applied Science and Engineering Progress
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