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Application of voltage controlled crystal oscillators to DC voltage reference validation. 压控晶体振荡器在直流电压基准验证中的应用。
IF 1.5 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-06-30 Epub Date: 2025-04-08 DOI: 10.1088/2631-8695/adc77e
Matthew T Spidell, Gaylon W Partain, Alan G Jaffe, Malcom G White, John H Lehman

DC voltage references are typically based on calibrated Zener Diodes which are subject to drift and therefore require periodic recalibration against a Primary Standard. Since it is preferable to maintain constant power to such references, the shipping and handling logistics involved in such a recalibration can present an unacceptable burden. Validation is therefore preferred, and typically accomplished by comparison against other local Zener Diodes. However, these Zener Diodes are all subject to correlated aging mechanisms. Voltage to frequency conversion represents an alternative mechanism for validation and accordingly, is not subject to aging highly correlated with the system being validated. Voltage to frequency conversion using a low space, weight, and power Voltage Controlled Oscillator offers a mechanism for identifying voltage reference drift by comparing the voltage-controlled frequency to primary frequency, typically available through GPS. This technique can validate voltage references when comparison against a primary voltage standard is impractical due to system deployment, away from a robust logistics chain. Voltage to frequency conversion may be accomplished by a Voltage Controlled Ovenized Crystal Oscillator. Using commercial-off-the-shelf hardware we constructed a test to evaluate the stability of such an oscillator for 258 days of continuous run-time, without age acceleration measures. Long-term drift was consistent with a t aging model. Sequestering 2/3 of the data to construct an aging model, then comparing sequestered data, yielded a model-to-data difference of 35 ppm (35 μV/V) which may prove acceptable in supporting instruments in the 6.5-digit voltmeter class.

直流参考电压通常基于校准的齐纳二极管,这些二极管容易漂移,因此需要根据初级标准定期重新校准。由于最好保持这种参考的恒定功率,因此这种重新校准所涉及的运输和处理物流可能会带来不可接受的负担。因此,验证是首选,通常通过与其他本地齐纳二极管进行比较来完成。然而,这些齐纳二极管都受到相关老化机制的影响。电压到频率的转换代表了验证的另一种机制,因此,不受老化的影响,与被验证的系统高度相关。电压到频率的转换使用低空间、重量和功率的压控振荡器,通过比较压控频率和主频率,提供了一种识别电压参考漂移的机制,通常可以通过GPS获得。当由于系统部署而无法与主要电压标准进行比较时,该技术可以验证电压参考,并且远离可靠的物流链。电压到频率的转换可以由电压控制的加热晶体振荡器来完成。使用商用现成的硬件,我们构建了一个测试来评估这种振荡器在258天的连续运行时间内的稳定性,没有老化加速措施。长期漂移与t老化模型一致。封存2/3的数据来构建老化模型,然后比较封存的数据,得到35 ppm (35 μV/V)的模型-数据差异,这在6.5位数电压表类的支持仪器中是可以接受的。
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引用次数: 0
Strategic selection of metal-cutting processes for thick steel plates using a hybrid decision methodology 使用混合决策方法对厚钢板的金属切削工艺进行战略选择
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad7939
Anita Kumari and Bappa Acherjee
Metal-cutting is indispensable in manufacturing, enabling precise component fabrication for industries like construction, automotive, aerospace, and shipbuilding, where accurate, efficient cutting of thick steel plates is crucial. This paper introduces a novel case study to strategically determine the optimal metal-cutting process for thick steel plates utilizing a hybrid MOORA-PSI approach. The use of the hybrid MOORA-PSI method simplifies decision-making by integrating weight assignment and ranking of alternatives. Five prominent metal-cutting processes, including oxygen flame, plasma arc, laser, wire EDM (wire electro-discharge machining), and abrasive water jet cutting, are commonly used for cutting thick steel plates, each with unique capabilities and limitations, and are considered potential alternatives. Eight evaluation criteria, capital cost, running cost, accuracy, edge quality, kerf width, maximum thickness, production flexibility, and production rate, are used to assess these metal-cutting alternatives. Wire EDM ranks as the optimal choice for cutting thick steel plates based on defined evaluation criteria, with laser cutting closely trailing, followed by oxygen flame, abrasive water jet, and plasma cutting successively. The results are validated by comparing them with those of other MCDM approaches and by conducting a Spearman’s rank correlation coefficient test, yielding consistent results. Additionally, sensitivity analysis, employing criteria weight exchange and dynamic variations in the decision-making matrix, further confirms the accuracy and reliability of the findings.
金属切割在制造业中是不可或缺的,它能为建筑、汽车、航空航天和造船等行业实现精确的部件制造,而在这些行业中,准确、高效地切割厚钢板至关重要。本文介绍了一项新颖的案例研究,利用混合 MOORA-PSI 方法,从战略角度确定厚钢板的最佳金属切割工艺。混合 MOORA-PSI 方法将权重分配和替代方案排序整合在一起,从而简化了决策过程。氧气火焰、等离子弧、激光、电火花线切割(线放电加工)和加砂水射流切割等五种常用的金属切割工艺都可用于切割厚钢板,每种工艺都有其独特的能力和局限性,因此被视为潜在的替代方案。在评估这些金属切割替代方案时,采用了八项评估标准,即资本成本、运行成本、精度、边缘质量、切口宽度、最大厚度、生产灵活性和生产率。根据确定的评估标准,线切割是切割厚钢板的最佳选择,激光切割紧随其后,其后依次是氧气火焰切割、加砂水射流切割和等离子切割。通过与其他 MCDM 方法进行比较,并进行斯皮尔曼等级相关系数检验,验证了结果的一致性。此外,采用标准权重交换和决策矩阵动态变化进行的敏感性分析进一步证实了研究结果的准确性和可靠性。
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引用次数: 0
Microstructural analysis on the compatibility of various dilution oils on magnetorheological grease performance 各种稀释油对磁流变润滑脂性能兼容性的微观结构分析
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad78aa
Zheng Bin Pang, Saiful Amri Mazlan, Ubaidillah Ubaidillah, Nur Azmah Nordin, Norzilawati Mohamad, Mohd Aidy Faizal Johari, Shahir Yasin Mohd Yusuf, Muntaz Hana Ahmad Khairi and Siti Aishah Abdul Aziz
This research explores the effects of dilution oils on the storage stability of magnetorheological grease (MRG) by studying the effect of dilution oil viscosity on the microstructure of carrier fluids medium for MRG, which can help address practical challenges encountered in the development and deployment of MRG. Three samples of MRG with 70 wt% CIP are prepared; a control, and 2 samples diluted until 10 wt% hydraulic fluid and kerosene respectively. The resulting samples were analysed using a modular compact rheometer (MCR) for oscillatory strain sweep and rotational current sweep. Rheological analyses were repeated after one year in storage. Fourier-Transform Infrared (FTIR) spectroscopy and Atomic Force Microscopy (AFM) results show significant microstructural and performance deterioration of grease thickener in the sample with kerosene, which concludes that kerosene had a very significant effect on the degradation of the grease thickener. From this study, it was revealed that low viscosity oils disrupt the reconstruction of the thickener of lithium grease, which in turn causes deteriorating shear rheological performance of MRG at off-state conditions. This comprehensive analysis explains the relationships between MRG composition, microstructural characteristics, and performance parameters, offering a foundational framework for further exploration and advancement in this scientific field.
本研究通过研究稀释油粘度对磁流变润滑脂(MRG)载液介质微观结构的影响,探讨稀释油对磁流变润滑脂(MRG)储存稳定性的影响,从而帮助解决磁流变润滑脂(MRG)开发和应用过程中遇到的实际难题。我们制备了三种含 70 wt% CIP 的 MRG 样品:一种对照品,两种分别稀释至含 10 wt% 液压油和煤油的样品。使用模块化紧凑型流变仪(MCR)对所得样品进行了振荡应变扫描和旋转电流扫描分析。存放一年后重复进行流变分析。傅立叶变换红外光谱(FTIR)和原子力显微镜(AFM)结果表明,含煤油的样品中润滑脂增稠剂的微观结构和性能都发生了明显的退化,由此得出结论,煤油对润滑脂增稠剂的降解有非常显著的影响。这项研究表明,低粘度油会破坏锂基润滑脂增稠剂的重建,进而导致 MRG 在非状态条件下的剪切流变性能恶化。这项综合分析解释了 MRG 成分、微结构特征和性能参数之间的关系,为这一科学领域的进一步探索和进步提供了一个基础框架。
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引用次数: 0
Towards sustainable energy: integrating ERA5 data for offshore wind farm planning in India 迈向可持续能源:整合ERA5数据用于印度海上风电场规划
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad7938
Hari Bhaskaran Anangapal and Kirubakaran Victor
India’s pursuit of offshore wind energy development, particularly along the Tamil Nadu coastline within its Exclusive Economic Zone (EEZ), faces significant spatial and economic challenges due to existing industrial activities and water depth limitations. Motivated by the need to optimize offshore wind resources and bridge the gap between onshore and offshore wind energy achievements, this study hypothesizes that ERA5 reanalysis wind data can be relied upon for assessing offshore wind resources and optimizing wind farm layouts, especially in the absence of measured data. The research employs methods such as comparing ERA5 data with empirical wind measurements, generating wind rose diagrams for layout optimization, and conducting a comprehensive financial analysis to estimate the Levelized Cost of Energy (LCoE). The results confirm the efficacy of ERA5 data, identifying an optimal wind farm layout with a capacity density of 5.17 MW per square kilometer, turbine spacing of 7.22 meters, and an LCoE of Rs. 8.84 per kWh. The study concludes that significant financial support and strategic policy interventions are essential for minimizing wake losses, optimizing capacity density, and fostering the long-term growth of India’s offshore wind energy sector, providing critical insights for policymakers, developers, and investors. The novelty of this research lies in its detailed exploration of spatial optimization and cost-effective strategies to enhance the techno-economic viability of offshore wind projects in India.
由于现有的工业活动和水深限制,印度对海上风能开发的追求面临着巨大的空间和经济挑战,特别是在其专属经济区(EEZ)内的泰米尔纳德邦(Tamil Nadu)海岸线沿线。出于优化近海风能资源和缩小陆上与近海风能成就之间差距的需要,本研究假设ERA5 再分析风能数据可用于评估近海风能资源和优化风电场布局,尤其是在缺乏测量数据的情况下。研究采用的方法包括:将ERA5 数据与经验风力测量数据进行比较,生成风玫瑰图用于布局优化,以及进行综合财务分析以估算平准化能源成本(LCoE)。研究结果证实了ERA5 数据的有效性,确定了风电场的最佳布局,其产能密度为每平方公里 5.17 兆瓦,涡轮机间距为 7.22 米,LCoE 为每千瓦时 8.84 卢比。研究得出结论认为,大量的财政支持和战略性政策干预对于最大限度地减少唤醒损失、优化产能密度以及促进印度海上风能行业的长期发展至关重要,为政策制定者、开发商和投资者提供了重要的启示。这项研究的新颖之处在于详细探讨了空间优化和成本效益战略,以提高印度海上风电项目的技术经济可行性。
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引用次数: 0
Equivalent circuit technique for designing split ring resonator based metasurfaces 设计基于分裂环谐振器的元表面的等效电路技术
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad7230
Eliazar Elisha Audu, Akaa Agbaeze Eteng, Iyemeh Uchendu and Bourdillon O Omijeh
Metasurfaces are two-dimensional artificially engineered structures capable of manipulating the phase, direction and orientation of electromagnetic waves by exhibiting simultaneously negative values of permittivity and permeability. These unconventional properties have been tailored and explored in many applications such as in bio-sensors, waveguides and antennas. The split ring resonators are the commonly used constituent meta-atoms of metasurfaces whose design and analysis rely on commercially available numerical electromagnetic fields (EM) solvers and experimental analysis. These numerical EM solvers are based on meshing and partitioning of graphical structures into the desire grids or patches to solve Maxwell equations in discrete form. However, graphical rendering and meshing of 3D objects requires significant space-time computational resources to analyze the structure. With the cost of licenses of EM solvers being very expensive, analytical solution were explored. The use of LC resonant frequency analytical formula provides an approximate value of resonant frequency which is less accurate and does not gives information about the current characteristics induced on the constinuent meta-atom of a metasurface. This paper presents an analytical approach to the design and analysis of a doubly split double rings (DSRR) using lumped element equivalent circuit that can be solved by mesh network analysis. The resonant frequency is extracted from the induced current characteristics which agrees with simulations and experimental results. The resonant frequency errors for a single DSRR unit cell ranged from1.05% to 7%, and for two coupled DSRR unit cells, they ranged from 1.4% to 11%.
元表面是一种人工设计的二维结构,能够通过同时表现出负值的介电常数和磁导率来操纵电磁波的相位、方向和取向。这些非常规特性已在生物传感器、波导和天线等许多应用中得到定制和探索。分裂环谐振器是超表面的常用元原子,其设计和分析依赖于市面上的数值电磁场(EM)求解器和实验分析。这些数值电磁场求解器以网格划分为基础,将图形结构划分为欲望网格或斑块,以离散形式求解麦克斯韦方程。然而,三维物体的图形渲染和网格划分需要大量的时空计算资源来分析结构。由于电磁求解器的许可证费用非常昂贵,因此人们开始探索分析解决方案。使用低电平谐振频率解析公式可以得到谐振频率的近似值,但其准确性较低,而且无法提供元表面的收缩元原子上感应电流特性的信息。本文介绍了一种设计和分析双分裂双环(DSRR)的分析方法,该方法使用可通过网格网络分析求解的块元等效电路。共振频率是从感应电流特性中提取出来的,与模拟和实验结果一致。单个 DSRR 单元的谐振频率误差在 1.05% 到 7% 之间,两个耦合 DSRR 单元的谐振频率误差在 1.4% 到 11% 之间。
{"title":"Equivalent circuit technique for designing split ring resonator based metasurfaces","authors":"Eliazar Elisha Audu, Akaa Agbaeze Eteng, Iyemeh Uchendu and Bourdillon O Omijeh","doi":"10.1088/2631-8695/ad7230","DOIUrl":"https://doi.org/10.1088/2631-8695/ad7230","url":null,"abstract":"Metasurfaces are two-dimensional artificially engineered structures capable of manipulating the phase, direction and orientation of electromagnetic waves by exhibiting simultaneously negative values of permittivity and permeability. These unconventional properties have been tailored and explored in many applications such as in bio-sensors, waveguides and antennas. The split ring resonators are the commonly used constituent meta-atoms of metasurfaces whose design and analysis rely on commercially available numerical electromagnetic fields (EM) solvers and experimental analysis. These numerical EM solvers are based on meshing and partitioning of graphical structures into the desire grids or patches to solve Maxwell equations in discrete form. However, graphical rendering and meshing of 3D objects requires significant space-time computational resources to analyze the structure. With the cost of licenses of EM solvers being very expensive, analytical solution were explored. The use of LC resonant frequency analytical formula provides an approximate value of resonant frequency which is less accurate and does not gives information about the current characteristics induced on the constinuent meta-atom of a metasurface. This paper presents an analytical approach to the design and analysis of a doubly split double rings (DSRR) using lumped element equivalent circuit that can be solved by mesh network analysis. The resonant frequency is extracted from the induced current characteristics which agrees with simulations and experimental results. The resonant frequency errors for a single DSRR unit cell ranged from1.05% to 7%, and for two coupled DSRR unit cells, they ranged from 1.4% to 11%.","PeriodicalId":11753,"journal":{"name":"Engineering Research Express","volume":"24 1","pages":""},"PeriodicalIF":1.7,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142247729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil characterization, CBR modeling, and spatial variability analysis for road subgrade: a case study of Danchuwa – Jajere Road, Yobe State, Nigeria 路基土壤特性、CBR 建模和空间变化分析:尼日利亚约贝州 Danchuwa - Jajere 公路案例研究
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad78a5
Ibrahim Haruna Umar, Ibrahim Mu’azzam Salisu, Hang Lin and Jubril Izge Hassan
Road construction projects require a thorough understanding of soil properties to ensure the stability and longevity of the infrastructure. This study investigates soil properties along a proposed 34 km road alignment in Yobe State, Nigeria, to characterize soil variability for road construction and develop a predictive model for California Bearing Ratio (CBR). Of the 34 soil samples analyzed, 30 were classified as A-3(1) and four as A-1(1) according to the AASHTO system. Geotechnical testing, including particle size distribution (grading percentages: gravel 0.02%–75.34%, sand 15.5%–90.88%, fines 8.92%–34.84%), Atterberg limits (liquid limits 17%–33%, plastic limits 14%–27%, plasticity index <12%), specific gravity (2.01 to 2.73), compaction (maximum dry density 1.83–2.19 Mg m−3, optimum moisture content 7.29%–14.42%), and CBR tests (values ranging from 5%–62%), were conducted. Correlation analyses revealed strong positive relationships between maximum dry density (r = 0.82) and specific gravity (r = 0.89) with CBR values. Cluster analysis segmented the samples into four distinct groups: Cluster 0 (11 samples), Cluster 1 (9 samples), Cluster 2 (5 samples), and Cluster 3 (9 samples). A linear regression model predicted CBR using maximum dry density and specific gravity (mean squared error = 9.82, R2 = 0.92). Based on CBR criteria, 8 out of 34 samples (CBR 20%–53%) satisfied subbase requirements, while none met the recommended minimum CBR of 80% for base course materials. This study enhances road construction planning through soil variability analysis, effective soil categorization via cluster analysis, and a reliable CBR prediction model. While on-site materials are unsuitable for subgrade and subbase layers, alternative materials or ground improvement techniques are recommended for the base course layer to enhance bearing capacity.
公路建设项目需要全面了解土壤特性,以确保基础设施的稳定性和使用寿命。本研究调查了尼日利亚约贝州一条 34 公里拟议公路线路沿线的土壤特性,以确定公路建设的土壤变化特征,并开发出加州承载比 (CBR) 预测模型。根据 AASHTO 系统,在分析的 34 个土壤样本中,30 个被归类为 A-3(1),4 个被归类为 A-1(1)。岩土测试包括粒度分布(级配百分比:砾石 0.02%-75.34%、砂 15.5%-90.88%、细粒 8.92%-34.84%)、阿特伯极限(液限 17%-33%、塑限 14%-27%、塑性指数 <12%)、比重(2.进行了压实(最大干密度 1.83-2.19 Mg m-3,最佳含水量 7.29%-14.42%)和 CBR 测试(数值范围为 5%-62%)。相关分析表明,最大干密度(r = 0.82)和比重(r = 0.89)与 CBR 值之间存在很强的正相关关系。聚类分析将样本分为四个不同的组:第 0 组(11 个样本)、第 1 组(9 个样本)、第 2 组(5 个样本)和第 3 组(9 个样本)。线性回归模型利用最大干密度和比重预测 CBR(均方误差 = 9.82,R2 = 0.92)。根据 CBR 标准,34 个样本中有 8 个样本(CBR 为 20%-53%)符合基层要求,但没有一个样本符合建议的基层材料最低 CBR 80%的标准。这项研究通过土壤变异性分析、聚类分析进行有效的土壤分类以及可靠的 CBR 预测模型,加强了道路建设规划。虽然现场材料不适合用于基层和底基层,但建议采用其他材料或地面改良技术用于基层,以提高承载能力。
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引用次数: 0
Investigation of the mechanical and Thermal properties of functionally graded iron aluminide 研究功能分级铁铝合金的机械和热性能
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad78a8
Fatima L Shubber, Saad Hameed Al-Shafaie and Nabaa Sattar Radhi
Iron aluminide is used in many industrial applications such as valve of piston; In this work, the mechanical and thermal properties of samples made of functionally graded materials (FGMs) were studied. These specimens were manufactured by powder metallurgy, consisting of different chemical composition layers of (40–50) at% aluminum. The specimens consist of: single layers (B1, B2, B3) consisting of (40, 45, and 50) at% of aluminum and the rest of iron; FGMs (double-layer) (B4, B5, B6); and FGMs (three-layer) (B7). All results of FGM were compared with its constituent layers in all tests, including the x-ray diffraction examination, and they all showed the same phases with differences in intensity (Fe3Al, FeAl, Al13Fe4, FeAl2, Fe2Al5). From the mechanical compression test, the yield point, ultimate stress, and Young’s modulus results indicated that the FGMs have an average value compared with the layer that contained them. Thermal test: FGMs have the lowest values of thermal conductivity and thermal diffusivity compared with single-layer specimens. The specific heat of FGMs has the highest value. Thermal conductivity was recorded to range from 8.08 to 6.376 W mK−1 for single and FGM specimens, respectively; thermal diffusivity from 4.6 to 0.72 mm2 S−1; and specific heat from 1.77 to 8.84 MJ/m3K.
在这项工作中,研究了由功能分级材料(FGMs)制成的试样的机械和热性能。这些试样是通过粉末冶金法制造的,由不同化学成分的(40-50)%铝层组成。试样包括:单层(B1、B2、B3),铝含量分别为(40、45、50)%,其余为铁;FGM(双层)(B4、B5、B6);FGM(三层)(B7)。在所有测试中,包括 X 射线衍射检查,所有 FGM 的结果都与其组成层进行了比较,它们都显示出相同的相,只是强度不同(Fe3Al、FeAl、Al13Fe4、FeAl2、Fe2Al5)。机械压缩试验的屈服点、极限应力和杨氏模量结果表明,与含有 FGMs 的层相比,FGMs 具有平均值。热测试:与单层试样相比,烟气脱硫材料的热导率和热扩散率值最低。烟气脱硫材料的比热值最高。据记录,单层试样和烟气脱硫材料试样的导热系数分别为 8.08 至 6.376 W mK-1;热扩散率为 4.6 至 0.72 mm2 S-1;比热为 1.77 至 8.84 MJ/m3K。
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引用次数: 0
Optimization design of 500 kV double grading ring suspension composite insulator with ZnO microvaristor layers based on VSCSA 基于 VSCSA 的 500 kV 带氧化锌微电阻器层的双级环悬浮复合绝缘子优化设计
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-17 DOI: 10.1088/2631-8695/ad780d
Jun Li and Hong Xu
The use of microvaristor layers is an electric field control method for composite insulators. It can reduce the electric field stresses to prevent the extension of the composite insulator surface discharges and the complete flashover caused by the subsequent development of arcing. In order to improve the performance of composite insulators, a 500 kV double grading ring suspension composite insulator structure with ZnO microvaristor layers is proposed and optimized by Variable Step Crow Search Algorithm (VSCSA). A 2D axisymmetric simulation model is constructed by COMSOL, and then VSCSA is used to optimize the geometric dimensions of insulators, grading rings and microvaristors through the joint simulation of COMSOL and MATLAB. The electric field of composite insulators under clean and uniform contaminated conditions before and after optimization is studied. The results show that the optimized design can reduce the electric field strength of composite insulators under clean and uniform contaminated conditions. It is also proved that the injection of ZnO microvaristor layers into the double grading ring suspension composite insulator can improve the performance of the insulator. The research provides a new method for the design and optimization of high voltage composite insulators, which is of great significance.
使用微晶体管层是复合绝缘子的一种电场控制方法。它可以减小电场应力,防止复合绝缘子表面放电的扩展和随后电弧发展引起的完全闪络。为了提高复合绝缘子的性能,本文提出了一种带有氧化锌微电阻器层的 500 kV 双分级环形悬式复合绝缘子结构,并采用变步乌鸦搜索算法(VSCSA)对其进行了优化。利用 COMSOL 建立了二维轴对称仿真模型,然后通过 COMSOL 和 MATLAB 的联合仿真,利用 VSCSA 对绝缘子、分级环和微电阻的几何尺寸进行了优化。研究了优化前后复合绝缘子在清洁和均匀污染条件下的电场。结果表明,优化设计可降低复合绝缘子在清洁和均匀污染条件下的电场强度。研究还证明,在双级环悬浮复合绝缘体中注入氧化锌微电阻层可以提高绝缘体的性能。该研究为高压复合绝缘子的设计和优化提供了一种新方法,具有重要意义。
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引用次数: 0
Modeling of specific fuel consumption for compression ignition engines fueled with polymer-based fuel: a response surface methodology approach 使用聚合物燃料的压燃式发动机特定燃料消耗量建模:响应面方法学方法
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-16 DOI: 10.1088/2631-8695/ad78ab
Maulik A Modi and Tushar M Patel
Background. Diesel engines play a crucial role in ensuring human comfort and well-being across residential, commercial, transportation, and emergency response sectors because of their reliability and versatility. However, identifying alternative fuels remains a significant challenge. Objective. This study aims to develop a comprehensive mathematical model using Response Surface Methodology (RSM) to optimize the performance of Compression Ignition (CI) engines utilizing different types of plastic pyrolysis oil. Methods. Through systematic data collection and analysis, this study examines the importance of design parameters, specifically injection pressure, compression ratio, engine load, and type of plastic pyrolysis oil, which are important for specific fuel consumption. A prediction model was developed to identify the complex correlations between these factors and the fuel use. Results. The developed model serves as an effective tool for optimizing the CI engine performance under diverse operational conditions. Experimental validation involved testing diesel engines with conventional diesel fuel and various plastic pyrolysis oils, followed by optimization using RSM to achieve optimal engine performance. The engine load was identified as the most significant parameter affecting the specific fuel consumption, followed by the fuel type, injection pressure, and compression ratio. The high R-squared (99.35%) and adjusted R-squared (98.02%) values indicate that the proposed model effectively fits the experimental data. Conclusion. The RSM-based model effectively optimizes CI engine performance under varied operational conditions. It significantly reduces the time and effort required to optimize engine design variables, thus enhancing engine performance and sustainability.
背景。柴油发动机因其可靠性和多功能性,在确保人类在住宅、商业、交通和应急响应等领域的舒适和福祉方面发挥着至关重要的作用。然而,确定替代燃料仍然是一项重大挑战。研究目的本研究旨在利用响应面方法 (RSM) 建立一个综合数学模型,以优化使用不同类型塑料热解油的压燃 (CI) 发动机的性能。研究方法。通过系统的数据收集和分析,本研究考察了设计参数的重要性,特别是喷射压力、压缩比、发动机负荷和塑料热解油的类型,这些参数对具体的燃料消耗量非常重要。开发了一个预测模型,以确定这些因素与燃料使用量之间的复杂关联。结果。所开发的模型是在各种运行条件下优化 CI 发动机性能的有效工具。实验验证包括使用传统柴油和各种塑料热解油测试柴油发动机,然后使用 RSM 进行优化,以实现最佳的发动机性能。结果表明,发动机负荷是影响比耗油量的最重要参数,其次是燃料类型、喷射压力和压缩比。高 R 平方(99.35%)和调整 R 平方(98.02%)值表明,所提出的模型有效地拟合了实验数据。结论。基于 RSM 的模型有效优化了 CI 发动机在不同运行条件下的性能。它大大减少了优化发动机设计变量所需的时间和精力,从而提高了发动机的性能和可持续性。
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引用次数: 0
Research on tool wear condition monitoring based on deep transfer learning and residual network 基于深度迁移学习和残差网络的刀具磨损状态监测研究
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-16 DOI: 10.1088/2631-8695/ad78a6
Yong Ge, Hiu Hong Teo, Lip Kean Moey and Walisijiang Tayier
To address the issues of sample scarcity and insufficient recognition accuracy in existing deep learning models for tool wear monitoring, this study developed a milling tool wear monitoring model that combines transfer learning (TL) and deep residual networks (ResNet). The model uses continuous wavelet transform to convert vibration signals into time-frequency maps, which are then fed into the network model for analysis. ResNet50 was selected as the base feature extraction model, and transfer learning techniques were employed to update the classification layer’s weights, enabling tool wear detection. The model based on ResNet-TL achieved a detection accuracy of 94%, significantly exceeding the threshold for intelligent tool wear recognition. This accomplishment markedly improves the precision and stability of tool wear state monitoring, providing more reliable technical support for tool management in manufacturing processes. Additionally, the method demonstrated superiority in addressing the small sample problem, paving the way for future research in tool wear monitoring. By integrating advanced deep learning techniques with transfer learning, the model not only enhances detection capabilities but also improves adaptability and robustness in practical industrial applications.
为了解决现有刀具磨损监测深度学习模型中样本稀缺和识别精度不足的问题,本研究开发了一种结合了迁移学习(TL)和深度残差网络(ResNet)的铣削刀具磨损监测模型。该模型使用连续小波变换将振动信号转换成时频图,然后将其输入网络模型进行分析。选择 ResNet50 作为基础特征提取模型,并采用迁移学习技术更新分类层的权重,从而实现刀具磨损检测。基于 ResNet-TL 的模型达到了 94% 的检测准确率,大大超过了智能工具磨损识别的阈值。这一成果显著提高了刀具磨损状态监测的精度和稳定性,为生产过程中的刀具管理提供了更可靠的技术支持。此外,该方法在解决小样本问题方面也表现出了优越性,为未来的刀具磨损监测研究铺平了道路。通过将先进的深度学习技术与迁移学习相结合,该模型不仅增强了检测能力,还提高了实际工业应用中的适应性和鲁棒性。
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Engineering Research Express
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