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ANALYTICAL METHOD FOR ELASTIC RECOVERY PREDICTION OF AIR BENDING SHEET 空气弯曲板弹性恢复预测的分析方法
Q3 Engineering Pub Date : 2023-12-01 DOI: 10.5937/jaes0-39481
Jorge González-Coneo, Camilo Gonzalez-Olier, C. Pedraza-Yepes, Ó. Higuera-Cobos, A. Troncoso-Palacio
The estimation of the elastic recovery is of great importance during the planning of plastic deformation processes, because this estimation could reduce the number of required steps to reach the target geometry. The sheet bending process is one of the most widely used industrial processes, and that is why this paper seeks to provide an analytical model based on an elastic behavior with potential hardening of the material that could be combined with the geometric information of the process to estimate the degree of recovery of the components. The potential hardening model was selected due to its simplicity and good fit with the experimental data observed in steel sheets in this application. The effectiveness of the model was compared with the results obtained by several authors. The effectiveness of the model is significantly influenced by the parameters of the bending process and the method used to estimate the radius of curvature.
弹性恢复的估计在塑性变形过程的规划中非常重要,因为这种估计可以减少达到目标几何形状所需的步骤数。板材弯曲过程是最广泛使用的工业过程之一,这就是为什么本文试图提供一个基于材料潜在硬化的弹性行为的分析模型,该模型可以与该过程的几何信息相结合,以估计部件的恢复程度。选择潜在硬化模型是因为它简单且与本应用中在钢板上观察到的实验数据吻合良好。将模型的有效性与几位作者的结果进行了比较。弯曲过程参数和曲率半径估计方法对模型的有效性有显著影响。
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引用次数: 0
STATISTICAL AND AI MODELING OF UK AND FRANCE ELEVATOR ACCIDENTS AND THEIR VIOLATING SAFETY RULES 对英国和法国电梯事故及其违反安全规则的情况进行统计和人工智能建模
Q3 Engineering Pub Date : 2023-11-27 DOI: 10.5937/jaes0-41112
Vasilios Zarikas, Moldir Zholdasbayeva, Ayan Mitra
This study presents a statistical analysis applying different statistical techniques, including trained Bayesian Networks an artificial intelligence (AI) method, to explore datasets of lift accidents involving safety rules for two countries: UK and France. The study concerns six years data for both countries and covers almost all elevator accidents taken place during private and professional uses; 218 cases for UK and 205 cases for France. The relevant time interval for U.K. is 6th January 2006 to 29th December 2012, while for France data concern the period of 18th February 2003 to 17th December 2009. The major aim of the study is to exhibit and demonstrate that for accident datasets, at least for similar datasets, multiple statistical methods have to be applied in order to extract reliable information, i.e. investigate interactions among factors and therefore help to develop prevention measures. Three statistical models were built to derive associations between factors concerning violation of rules related to the installation and maintenance of elevators, passengers’ safety rules, risks and unforeseen circumstances. Associations between severity of injury and categories of gender or age of injured people have been found. Furthermore, specific influences between severity of injury and categories of type of rules or of type of accident have been identified. The obtained results will contribute to the design of efficient methods to avoid future accidents in both countries.
本研究采用不同的统计技术,包括训练有素的贝叶斯网络(一种人工智能(AI)方法),对两个国家涉及安全规则的电梯事故数据集进行了统计分析:英国和法国。研究涉及两个国家六年的数据,涵盖了几乎所有私人和专业用途电梯事故;其中英国 218 起,法国 205 起。英国的相关时间段为 2006 年 1 月 6 日至 2012 年 12 月 29 日,而法国的数据涉及 2003 年 2 月 18 日至 2009 年 12 月 17 日。这项研究的主要目的是展示和证明,对于事故数据集,至少对于类似的数据集,必须采用多种统计方法才能提取可靠的信息,即调查各种因素之间的相互作用,从而帮助制定预防措施。我们建立了三个统计模型,以得出违反电梯安装和维护相关规定、乘客安全规定、风险和意外情况等因素之间的关联。发现受伤严重程度与受伤人员的性别或年龄类别之间存在关联。此外,还发现了受伤严重程度与规则类型或事故类型之间的特定影响。研究结果将有助于设计有效的方法,避免两国今后发生事故。
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引用次数: 0
FINITE ELEMENT ANALYSIS OF BOND BEHAVIOR IN CORRODED REINFORCED CONCRETE BEAMS: STATE-OF-THE-ART 腐蚀钢筋混凝土梁粘结行为的有限元分析:最新
Q3 Engineering Pub Date : 2023-11-27 DOI: 10.5937/jaes0-42252
Arunkumar Y M, Shrilaxmi Prashanth, Poornachandra Pandit, Girish M G, Amogh Shetty
The article conducts a comprehensive examination of various aspects related to rebar corrosion, encompassing the corrosion mechanism, its implications on design criteria, the modeling of bond interfaces under both corroded and non-corroded conditions, and the modeling of reinforced concrete (RC) beams affected by corrosion, employing both empirical and analytical methodologies. The initial stages of corrosion instigate a gradual transformation of rebar into rust. One notable consequence of reinforcement corrosion is the generation of expansive pressure, leading to concrete cracking, spalling, and detachment of the concrete cover. Additionally, it diminishes the effective cross-sectional area of the rebar, ultimately resulting in a decline in the concrete's bond strength and gradual structural deterioration. Ultimately, continuous corrosion can lead to a complete loss of bond between the concrete and rebar, representing the most severe form of damage attributable to corrosion. This poses a critical threat, particularly in cases where the beam functions as an unreinforced structure, potentially culminating in sudden structural failure. This paper primarily underscores the utilization of the Finite Element Method (FEM) for evaluating the impact of bond deterioration between concrete and reinforcement caused by corrosion. The paper effectively employs this technique to predict and analyze the structural damage in corroded RC beam specimens.
文章采用经验和分析方法,对与钢筋锈蚀有关的各个方面进行了全面研究,包括锈蚀机理、其对设计标准的影响、锈蚀和非锈蚀条件下的粘结界面建模,以及受锈蚀影响的钢筋混凝土(RC)梁的建模。锈蚀的初始阶段会促使钢筋逐渐变成铁锈。钢筋锈蚀的一个显著后果是产生膨胀压力,导致混凝土开裂、剥落和混凝土保护层脱落。此外,钢筋锈蚀还会减小钢筋的有效截面积,最终导致混凝土的粘结强度下降,结构逐渐退化。最终,持续腐蚀会导致混凝土和钢筋之间的粘结力完全丧失,这是腐蚀造成的最严重的损坏形式。这构成了严重的威胁,尤其是在梁作为非加固结构的情况下,可能会导致结构突然失效。本文主要强调利用有限元法 (FEM) 评估锈蚀造成的混凝土与钢筋之间的粘结劣化的影响。本文有效地利用了这一技术来预测和分析锈蚀 RC 梁试件的结构损伤。
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引用次数: 0
FAULT DETECTION AND SEPARATION OF HYBRID ELECTRIC VEHICLES BASED ON KERNEL ORTHOGONAL SUBSPACE ANALYSIS 基于核正交子空间分析的混合动力电动汽车故障检测与分离
Q3 Engineering Pub Date : 2023-11-27 DOI: 10.5937/jaes0-45837
Yonghui Wang, Syamsunur Deprizon, Cong Peng, Zhiming Zhang
Driving quality and vehicles safety of hybrid electric vehicles (HEVs) are two hot-topic issues in automobile technology. Nowadays, research focuses to more intelligent and convenient HEVs fault detection methods. This paper will focus on the fault detection of HEV powertrain system with a data-driven algorithm. Orthonormal subspace analysis (OSA) is a newly proposed data-driven method which adds the ability of fault separation. Nonetheless, the linear OSA algorithm cannot effectively detect powertrain system faults, since these faults present complex nonlinear characteristics. A new kernel OSA (KOSA) method is proposed to transform the nonlinear problem into a linear problem through the mapping of kernel function and the dimensionality reduction technique of OSA. Testing results on a nonlinear model and real samples of XMQ6127AGCHEVN61 HEV show that KOSA address the nonlinear problems and it performs better than OSA and kernel principal component analysis (KPCA).
混合动力电动汽车(HEV)的驾驶质量和车辆安全是汽车技术领域的两大热点问题。目前,研究的重点是更智能、更便捷的 HEV 故障检测方法。本文将利用数据驱动算法重点研究混合动力汽车动力总成系统的故障检测。正交子空间分析(OSA)是一种新提出的数据驱动方法,它增加了故障分离的能力。然而,线性 OSA 算法无法有效检测动力总成系统故障,因为这些故障具有复杂的非线性特征。本文提出了一种新的核 OSA(KOSA)方法,通过核函数的映射和 OSA 的降维技术将非线性问题转化为线性问题。在非线性模型和 XMQ6127AGCHEVN61 HEV 真实样本上的测试结果表明,KOSA 可以解决非线性问题,其性能优于 OSA 和核主成分分析 (KPCA)。
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引用次数: 0
DEFINING TERMINALS` EFFICIENCY IN A SEAPORT USING DATA ENVELOPMENT ANALYSIS 利用数据包络分析确定海港码头的效率
Q3 Engineering Pub Date : 2023-11-27 DOI: 10.5937/jaes0-44322
Deda Djelovic
Efficiency is the capability of a port or terminal to fit the optimum number of inputs to a given output level. In principle, there are three required elements for measuring efficiency: decision making unit (DMU), output variables, and input variables. The measurement of efficiency in production units and the identification of sources of their inefficiency is a precondition to improve performance of any production unit in a competitive environment. Many research studies have been conducted around the world for efficiency assessment in the maritime sector, including ports/terminals utilizing different methods, but in the significant percentage of those studies have been used Data Envelopment Analysis (DEA) and DEA-based approaches. After some general theoretical considerations on port/terminal efficiency and standard approaches for its measuring, elements related to a research of seaport terminals overall efficiency, using DEA-CCR input oriented method is shown. Four port terminals are taken into consideration and their efficiency scores are calculated using appropriate software, based on established data series - values of input/output variables - related to the cargo handling system in the Port of Bar (Montenegro).
效率是指港口或码头在给定的产出水平上适应最佳投入数量的能力。原则上,衡量效率需要三个要素:决策单元(DMU)、产出变量和投入变量。衡量生产单位的效率并找出其效率低下的根源,是在竞争环境中提高任何生产单位绩效的先决条件。世界上有许多关于海运业效率评估的研究,包括利用不同方法进行的港口/码头效率评估,但其中很大一部分研究都采用了数据包络分析(DEA)和基于 DEA 的方法。在对港口/码头效率及其衡量标准方法进行了一些一般性理论考虑之后,介绍了使用 DEA-CCR 输入导向法研究海港码头整体效率的相关要素。根据与巴尔港(黑山)货物装卸系统有关的既定数据系列--输入/输出变量值,考虑了四个港口码头,并使用适当的软件计算了它们的效率分数。
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引用次数: 0
ENHANCING ROAD PERFORMANCE MEASUREMENT IN INDONESIA: PROPOSED CHANGES AND FUTURE DIRECTIONS 加强印度尼西亚公路绩效衡量:拟议的变革和未来方向
Q3 Engineering Pub Date : 2023-11-26 DOI: 10.5937/jaes0-44367
Tisara Sita, Agus Taufik Mulyono, S. Utomo
This research aims to evaluate the fulfillment criteria of road performance indicators in the current long segment scheme in Indonesia by considering road performance indicators in other countries in PMBC. The research utilized the Confirmatory Factor Analysis (CFA) model in Structural Equation Modeling (SEM). The respondents were service providers and users, and the sampling technique was random. The study found that all significant road performance indicators affect the latent variable, based on the evaluation of road performance indicators listed in the 2018 Revision 2 General Specification of the Ministry of Public Works and Housing that are currently in effect. The CFA on 40 road performance indicators indicates that nine indicators do not have a significant influence on road performance. Therefore, only 31 indicators are proposed concerning response time. In addition, new road performance indicators, such as uneven patching, raveling, and dirty drainage, are proposed to be included. Response time to the indicators also needs to be updated based on service users' and providers' questionnaire survey results. This study provides valuable information for policymakers and stakeholders to improve road preservation outcomes in Indonesia.
本研究旨在通过考虑 PMBC 中其他国家的道路性能指标,评估印尼当前长路段计划中道路性能指标的满足标准。研究采用了结构方程模型(SEM)中的确认因素分析(CFA)模型。受访者为服务提供商和用户,采用随机抽样技术。研究发现,根据目前有效的公共工程与住房部 2018 年修订的第 2 版《通用规范》中列出的道路性能指标评价,所有重要的道路性能指标都会影响潜变量。对 40 个道路性能指标的 CFA 结果表明,有 9 个指标对道路性能没有显著影响。因此,只提出了 31 个与响应时间有关的指标。此外,还建议纳入新的道路性能指标,如不均匀修补、崎岖不平和排水不畅。指标的响应时间也需要根据服务使用者和提供者的问卷调查结果进行更新。本研究为政策制定者和利益相关者提供了宝贵的信息,以改善印尼的道路保护成果。
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引用次数: 0
INVESTIGATION OF HYDROGEN GAS PRODUCTION USING COPPER AND STAINLESS-STEEL ELECTRODES WITH VARIED ELECTRICAL CURRENT AND NaOH CATALYST CONCENTRATION 使用不同电流和 NaOH 化物浓度的铜和不锈钢电极生产氢气的研究
Q3 Engineering Pub Date : 2023-11-26 DOI: 10.5937/jaes0-45549
Sugeng Hadi Susilo, G. Gumono, Agus Setiawan
In recent years, the global energy demand, particularly the usage of fossil fuels as motor vehicle propellants such as gasoline and diesel, had steadily increased. This surge in consumption, alongside the burgeoning vehicle count, resulted in a depletion of petroleum reserves. Consequently, exploring alternative fuel sources became imperative. Hydrogen gas, derived from water through water electrolysis using an HHO generator, emerged as a promising alternative. This research investigated the impact of diverse copper and stainless-steel electrodes in varied electrolyte solutions and electrical currents for generating HHO gas. Employing an experimental methodology, the study modified an existing HHO generator, reassembling it with different materials based on the experimental design. Subsequent testing and data collection revealed that the highest flow rate of HHO gas, at 0.000807564 m3/s, occurred using stainless-steel electrodes with an electrical current of 50 A and a 50% NaOH concentration. The study concluded that the size of the electric current and the amount of NaOH significantly influenced the speed of HHO gas flow, indicating a direct relationship between these factors and gas production.
近年来,全球能源需求,特别是作为机动车推进剂的化石燃料(如汽油和柴油)的使用量稳步增长。消费量的激增,加上汽车数量的激增,导致了石油储备的枯竭。因此,探索替代燃料来源势在必行。通过使用 HHO 发生器进行水电解从水中提炼出的氢气成为一种很有前景的替代能源。本研究调查了在不同的电解质溶液和电流中使用不同的铜和不锈钢电极对生成 HHO 气体的影响。研究采用实验方法,对现有的 HHO 发生器进行了改装,根据实验设计使用不同的材料重新组装。随后的测试和数据收集显示,使用电流为 50 安培、NaOH 浓度为 50%的不锈钢电极时,HHO 气体的最高流速为 0.000807564 立方米/秒。研究得出结论,电流大小和 NaOH 含量对 HHO 气体流动速度有显著影响,表明这些因素与气体产量之间存在直接关系。
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引用次数: 0
DESIGN AND DEVELOPMENT OF HYBRID SOLAR E-BIKE FOR SUSTAINABLE GREEN TRANSPORTATION 设计和开发用于可持续绿色交通的混合动力太阳能电动自行车
Q3 Engineering Pub Date : 2023-11-25 DOI: 10.5937/jaes0-45297
Asrori Asrori, Y. A. Winoko, S. Subagiyo, I. H. Eryk, Pondi Udianto
Solar energy has great potential for utilization as an unlimited and alternative renewable energy source that can be stored in batteries and used to drive the BLDC motor on electric bicycles. The purpose of this study was to determine the charging efficiency of a 100 Wp solar panel mounted on an electric bicycle. A solar power meter was used to measure the solar radiation absorbed by the photovoltaic (PV) module, while sensors were used to measure the current and voltage (DC) output from the solar panels. The sensor signals were then processed by a microcontroller and displayed on an LCD screen, as well as recorded by an SD card data logger. The characteristics of the charging voltage were compared with and without the PV module. The results showed that at a solar radiation of 1008 W/m², the maximum voltage and current achieved were 17.49 V and 3.37 A, respectively. Under these conditions, the battery charging efficiency of a 100 Wp solar panel was 58.94%. A one-hour test with an average solar radiation of 976.3 W/m² showed that integrating a 100 Wp PV module increased the energy stored in the e-bike battery by 33.33%. Therefore, the hybrid solar e-bike concept has the potential to improve the performance of electric vehicles in the future.
太阳能作为一种无限的替代性可再生能源,具有巨大的利用潜力,可储存在电池中,用于驱动电动自行车上的 BLDC 电机。本研究的目的是确定安装在电动自行车上的 100 Wp 太阳能电池板的充电效率。太阳能功率计用于测量光伏(PV)模块吸收的太阳辐射,而传感器则用于测量太阳能电池板输出的电流和电压(直流)。传感器信号随后由微控制器处理,显示在液晶屏上,并由 SD 卡数据记录器记录。比较了有无光伏模块的充电电压特性。结果表明,在太阳辐射为 1008 W/m² 时,最大电压和电流分别为 17.49 V 和 3.37 A。在此条件下,100 Wp 太阳能电池板的电池充电效率为 58.94%。在平均太阳辐射为 976.3 W/m² 的情况下进行的一小时测试表明,集成一个 100 Wp 光伏模块后,电动自行车电池中储存的能量增加了 33.33%。因此,混合太阳能电动自行车概念有望在未来提高电动汽车的性能。
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引用次数: 0
RESEARCH OF IRON EXTRACTION FROM PRIMARY STEELMAKING SLAG 从初炼钢渣中提取铁的研究
Q3 Engineering Pub Date : 2023-11-21 DOI: 10.5937/jaes0-44128
Petr Bykov, Alexey Bogomolov, Alya Bitkeyeva, Renat Nurgozhin
The article examines the issue of involving primary steelmaking slag in the processing with the extraction of iron and the production of slag, which can be used in the manufacture of construction products. Currently, primary steel slag is not used for the production of construction products due to the large amount of iron, and its use is limited to road construction and in most cases, primary slag is sent to landfills. In the Pavlodar region of the Republic of Kazakhstan, during steel production at electric steelmaking enterprises, the resulting electric furnace slag and dust are stored in slag dumps. They are practically not used, despite their high content of iron oxides and metallic iron particles (up to 40% by weight in some types of slag). The work experimentally determined the chemical and mineralogical composition of primary electric furnace slag with a total iron content of more than 20%. The slag contains the following minerals: wüstite (FeO), magnetite (Fe3O4), gehlenite (Ca2Al(Al,Si)2O7), merwinite (Ca3Mg(SiO4)2). In the course of experimental studies on the recycling of primary electric furnace smelting slags by reduction induction melting of slag-lime-coke pellets, the possibility of extracting iron in the form of iron-carbon alloys and using the slags for the production of concrete was established.
这篇文章探讨了将初级炼钢废渣与提取铁和生产可用于制造建筑产品的炉渣一起参与加工的问题。目前,初炼钢渣因含铁量大而未被用于生产建筑产品,其用途仅限于道路建设,在大多数情况下,初炼钢渣被送往垃圾填埋场。在哈萨克斯坦共和国的巴甫洛达尔地区,电炉炼钢企业在炼钢过程中产生的电炉炉渣和粉尘被储存在炉渣堆中。尽管它们含有大量铁氧化物和金属铁颗粒(在某些类型的炉渣中高达 40% 的重量),但实际上并没有被利用。这项工作通过实验确定了总铁含量超过 20% 的原生电炉炉渣的化学和矿物成分。炉渣中含有以下矿物:wüstite (FeO)、magnetite (Fe3O4)、gehlenite (Ca2Al(Al,Si)2O7)、merwinite (Ca3Mg(SiO4)2)。在通过还原感应熔炼炉渣-石灰-焦炭球团回收初级电炉熔炼炉渣的实验研究过程中,确定了以铁碳合金形式提取铁和利用炉渣生产混凝土的可能性。
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引用次数: 0
VERIFICATION AND VALIDATION OF OPEN WATER TEST OF B4-65 B-SERIES PROPELLER MODEL B4-65 B 系列螺旋桨模型开放水域试验的验证和确认
Q3 Engineering Pub Date : 2023-11-20 DOI: 10.5937/jaes0-43599
A. Machfudin, A.A.B. Dinariyana, Dian Purnama Sari
Verification and validation (V&V) are essential processes in computational simulations that aim to evaluate the accuracy and reliability of the results compared to experimental data. The quantification of error and uncertainty estimates is crucial in V&V. In this particular study, the open water test of a four-bladed B-series propeller model at 1/6.98 scale was conducted for three advanced coefficients (J = 0.50, J = 0.60, and J = 0.70) at the Indonesian Hydrodynamic Laboratory (IHL). The simulation was conducted under experimental conditions using FINE/Marine 7.2. Verification was performed to estimate the error and the numerical uncertainty USN according to the ITTC convergence ratio R and order of accuracy . The average uncertainty estimated for the thrust and torque coefficient was found to be between 1.72% to 4.81%, with a 95% confidence level. Reducing errors and uncertainties associated with verification and validation in open-water experiments can increase the reliability of numerical simulations.
验证和确认(V&V)是计算模拟的重要过程,旨在评估与实验数据相比结果的准确性和可靠性。误差和不确定性估计的量化在 V&V 中至关重要。在本研究中,印度尼西亚水动力实验室(IHL)对 1/6.98 比例的四叶 B 系列螺旋桨模型进行了三种先进系数(J = 0.50、J = 0.60 和 J = 0.70)的开放水域测试。模拟是在实验条件下使用 FINE/Marine 7.2 进行的。根据 ITTC 收敛比 R 和精度阶次进行了验证,以估算误差和数值不确定性 USN。结果发现,推力和扭矩系数的平均不确定性估计值在 1.72% 至 4.81% 之间,置信度为 95%。在开放水域实验中减少与验证和确认相关的误差和不确定性可以提高数值模拟的可靠性。
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引用次数: 0
期刊
Journal of Applied Engineering Science
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