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Computational and Experimental Study on Flow Quality of Open-Loop Low-Speed Wind Tunnel 开环低速风洞流动质量的计算与实验研究
Pub Date : 2021-02-02 DOI: 10.17577/IJERTV10IS010228
Hariprasad Thimmegowda, S. Yadukrishnan
- Several kinds of wind tunnels are developed in the past few decades. It is an essential tool for aerodynamic studies in research and academia. However, irrespective of the tunnel, it becomes crucial to maintain the flow quality in the test section holding the measurements accurate. This study emphasizes on the flow quality of low speed subsonic open-loop wind tunnel. Experimental findings were validated with computational results. Flow quality parameters were examined by verifying the uniformity and velocity profile of the test section. At various fan speed, test section wind velocity was measured and compared with numerical results. Both results agree with each other. Uniformity assessment was evaluated along the centerline of the test section and noted that wind velocity remains constant in both experimental and computational investigation. Velocity profile was measured from the upper to lower wall, which confirms the boundary layer near the walls. The profile, in computational and experimental results, were similar. These validated results can be employed as a reference to the design and construction of a low-speed subsonic wind tunnel.
在过去的几十年里,有几种风洞被开发出来。它是研究和学术界进行空气动力学研究的重要工具。然而,无论隧道如何,保持测试段的流动质量以保持测量的准确性变得至关重要。本文着重研究了低速亚音速开环风洞的流动质量。实验结果与计算结果相吻合。通过验证试验段的均匀性和速度分布来检测流动质量参数。在不同风机转速下,测量了试验段风速,并与数值结果进行了比较。这两个结果是一致的。均匀性评估沿着测试段的中心线进行评估,并注意到在实验和计算研究中风速保持不变。从上到下壁面测量了速度剖面,证实了壁面附近存在边界层。计算结果与实验结果相似。这些验证结果可为低速亚音速风洞的设计和施工提供参考。
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引用次数: 0
Design Analysis and Optimization of an All-Terrain Vehicle (ATV) 全地形车(ATV)的设计分析与优化
Pub Date : 2021-01-25 DOI: 10.17577/IJERTV10IS010120
A. Mishra, A. Sahu
The paper summarizes the steps taken in finalizing the design of an electric ATV, made for SAE BAJA which provides a platform for undergraduate students to apply the principles of engineering to expose their proficiency in the automotive world. The purpose of the paper is to calculate various boundary conditions on the frame, steering knuckle, suspension arms of a light ATV under extreme conditions and use them to improve the overall design which requires the minimum amount of material while providing a significant Factor of safety. An iterative approach using standard calculations & FEA is discussed in the study for simulation and optimization of the design. For all parts, stress & deformation analysis is performed. For design optimization in the knuckle, topology is done. Von mises Stress, total deformation and safety factor were calculated for each part under appropriate boundary conditions. The study discussed step by step calculations of forces on each component in detail and their simulations with an appropriate degree of precision. Following the methodology shown in the study will be useful in the development of a Light ATV, further, the suggested simulations will ensure the safety of the vehicle. Keywords— Von mises stress, Deformation, Safety factor, Design, Material Selections, FEA, Topology, Knuckle, Frame, Suspension Arms.
本文总结了为SAE BAJA设计的电动ATV的最终设计步骤,该设计为本科生提供了一个应用工程原理的平台,以展示他们在汽车领域的熟练程度。本文的目的是在极端条件下计算轻型亚视车架、转向节、悬架臂的各种边界条件,并利用它们来改进整体设计,从而在提供显著的安全系数的同时需要最少的材料。本文讨论了采用标准计算和有限元分析相结合的迭代方法对设计进行仿真和优化。对所有零件进行应力和变形分析。对关节进行了拓扑优化设计。在适当的边界条件下,计算了各部件的应力、总变形和安全系数。本研究详细讨论了各部件上的力的逐级计算及其适当精度的模拟。遵循研究中显示的方法将有助于开发轻型亚视,此外,建议的模拟将确保车辆的安全性。关键词:冯米塞斯应力,变形,安全系数,设计,材料选择,有限元分析,拓扑,关节,框架,悬挂臂。
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引用次数: 0
The Use of Probing Laser Systems in the Complex Safety Problems 探测激光系统在复杂安全问题中的应用
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3705-3709
S. Rudyka
The paper deals with the use of probing laser systems for solving complex security problems. In particular, laser systems for remote detection of unobtrusive obstacles and for detection of vapors of hazardous substances in the air are considered. The calculations showed the efficiency of the probing laser systems for the detection of small objects, like high-voltage wires, at distances up to 800 m. It was also shown that a compact laser probe system based on the principle of differential absorption and use of semiconductor DFB lasers, can be used to diagnose the vapors of a number of chemically hazardous substances in concentrations 1...1000 ppm at distances up to 1000 meters. Keywords-sensing, laser system, integrated security, unobtrusive targets.
本文讨论了探测激光系统在解决复杂安全问题中的应用。特别考虑了用于远程探测不显眼障碍物和检测空气中有害物质蒸气的激光系统。计算结果表明,探测激光系统在探测距离达800米的小物体(如高压电线)方面的效率很高。结果表明,基于差分吸收原理和采用半导体DFB激光器的小型激光探测系统,可用于诊断浓度为1…1000 PPM,距离可达1000米。关键词:传感;激光系统;综合安全;
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引用次数: 0
Neural Network Model for Detecting Network Scanning Attacks 检测网络扫描攻击的神经网络模型
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3596-3600
Oleg Yuryevich Panischev, Artur Tagirovich Makridin, A. Katasev, A. M. Akhmetvaleev, D. V. Kataseva
This paper discusses the concept and problem of detecting network scanning attacks and describes the targets of network scanning attacks. The main attack methods and approaches to scanning network ports are considered. Intrusion detection systems (IDS) are used to detect network scanning attacks. Based on the method of detecting attacks, such systems are divided into IDS, which detects attacks based on signatures, and IDS, which detects attacks based on anomalies. In practice, it is recommended that these IDS detection methods be used together. It is proposed to use a trained neural network as a tool for detecting network scanning attacks. The implementation of the neural network required to prepare the initial data for training, to determine the parameters of the network, to conduct training, and to evaluate the results of its testing. When developing a neural network model, data from the publicly available set "NSLKDD" were used. During data processing, entries that were not related to network scanning attacks were removed from the original NSL-KDD set. After processing the initial data, the sample contained 5108 records, 3379 of which characterized normal connections, and 1729 connections were related to network scanning attacks. The Deductor modeling environment was used to build a neural network model. The structure of the constructed neural network was as follows: 11 input neurons, 1 output neuron, and one hidden layer consisting of 23 neurons. The neural network was trained using an error backpropagation algorithm. The quality of the neural network model was assessed using contingency tables with the calculation of the classification accuracy, as well as errors of the first and second kind. The values of these errors turned out to be insignificant. The constructed neural network model revealed most of the connections characterizing network scanning attacks. The neural network assessment confirmed its adequacy and the possibility of effective practical use for detecting network scanning attacks. Keywordsnetwork scanning attack, information security, data mining, neural network, neural network model.
讨论了网络扫描攻击检测的概念和问题,描述了网络扫描攻击的目标。分析了扫描网络端口的主要攻击方法和途径。入侵检测系统(IDS)主要用于检测网络扫描攻击。根据检测攻击的方式,可以分为基于特征检测攻击的IDS和基于异常检测攻击的IDS。在实践中,建议这些IDS检测方法一起使用。提出利用训练好的神经网络作为检测网络扫描攻击的工具。神经网络的实现需要准备训练的初始数据,确定网络的参数,进行训练,并评估其测试的结果。在开发神经网络模型时,使用了来自公开可用集“NSLKDD”的数据。在数据处理过程中,将与网络扫描攻击无关的表项从原NSL-KDD集中删除。对初始数据进行处理后,样本包含5108条记录,其中3379条为正常连接,1729条为网络扫描攻击。利用演绎器建模环境建立神经网络模型。所构建的神经网络结构如下:11个输入神经元,1个输出神经元,1个隐含层由23个神经元组成。神经网络采用误差反向传播算法进行训练。利用列联表对神经网络模型的质量进行了评价,并计算了分类精度以及第一类和第二类误差。这些误差的值被证明是微不足道的。构建的神经网络模型揭示了网络扫描攻击的大部分特征连接。神经网络评估证实了该方法在检测网络扫描攻击方面的充分性和可行性。关键词网络扫描攻击,信息安全,数据挖掘,神经网络,神经网络模型
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引用次数: 0
The Labelling of Genetically Modified Foods in India: Consumer’s Risk Perception, Trust, and Knowledge 印度转基因食品的标签:消费者的风险感知、信任和知识
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3359-3366
Vyakhaya Bhatia, S. Malik, Dharmesh K. Mishra, Dipen Paul
Food labelling is an important component when it comes to consumer awareness, advertisements of brands, information the product wants to convey, and the like. Parallelly, genetically modified foods have always been a controversial experimental product. It is always linked to health and ethical issues. Hence, this paper focuses on the two most important aspects i.e. labelling and Genetically Modified foods. This paper analyses the Indian consumer’s knowledge, risk perception, and trust in Genetically Modified labelling. Majorly it focuses on apprehending the consumer awareness about Genetically Modified food labelling in India and understanding the perception of the selected population towards genetically modified food. The sample population involved women who are married and are homemakers, working men who are married and are involved in the grocery purchasing decision of their house, working women and men who are unmarried and are involved in the grocery purchasing decision of their house and students who are involved in the grocery purchasing decision in their house. 227 candidates were selected for this whole analysis. It was found that most of the population was unaware of genetically modified labelling. It was though observed that with increasing consumer awareness, the customers are becoming cautious about the food that they purchase and consume for them and their families. The consumers were divided into three cohorts including, benefit seeker, aware consumers, and risk concerned customers. It was found in the study that education, gender, and marital status did not contribute to the result of our analysis. There is a lot of potential for genetically modified food especially in a country like India, where there is an issue of food security. Genetically modified crops have proved to have better yield and quality. India should ponder upon its production. The consumer should be made aware of Genetically Modified crops. Strict labelling should be done of the food containing Genetically Modified because consumers have the right to know their food.
当涉及到消费者意识、品牌广告、产品想要传达的信息等时,食品标签是一个重要的组成部分。同时,转基因食品一直是一种有争议的实验产品。它总是与健康和道德问题联系在一起。因此,本文的重点是两个最重要的方面,即标签和转基因食品。本文分析了印度消费者对转基因标签的知识、风险认知和信任。它主要侧重于了解印度消费者对转基因食品标签的认识,并了解选定人群对转基因食品的看法。样本人群包括已婚的家庭主妇,已婚的从事家庭食品采购决策的在职男性,从事家庭食品采购决策的在职女性和未婚的从事家庭食品采购决策的在职男性以及从事家庭食品采购决策的学生。227名候选人被选中进行整个分析。调查发现,大多数人都不知道转基因标签。据观察,随着消费者意识的提高,消费者对他们为自己和家人购买和消费的食品变得更加谨慎。消费者被分为三组,包括利益寻求者、意识消费者和风险关注消费者。研究发现,教育程度、性别和婚姻状况对我们的分析结果没有影响。转基因食品有很大的潜力,特别是在像印度这样存在食品安全问题的国家。转基因作物已被证明具有更好的产量和质量。印度应该考虑自己的生产。消费者应该了解转基因作物。对含有转基因成分的食品应贴上严格的标签,因为消费者有权知道自己吃的是什么。
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引用次数: 0
The Technology of Collecting Initial Data for Constructing Models for Assessing the Functional State of a Person by Pupillary Response to Changes In Illumination 通过瞳孔对光照变化的反应来评估人体功能状态的模型的初始数据收集技术
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3616-3624
Oleg Yuryevich Panischev, R. Babayev, Dmitriy Gennadievich Petrosyants, A. Katasev, A. M. Akhmetvaleev, Irina Vladislavovna Akhmetvaleev, D. V. Kataseva
This article solves the problem of collecting initial data for constructing models for assessing the functional state of a person by pupillary response to changes in illumination. We analyzed the drawbacks of the traditional approach to collecting initial data using computer vision and time series smoothing methods. Attention is focused on the importance of the quality of the initial data for the creation of adequate highprecision mathematical models. We actualized the need for manual marking of the iris and pupil circles to improve the accuracy and quality of the initial data. We described the initial data collection stages in the proposed technology. We gave an example of the resulting pupillogram, which has a smooth shape and does not contain outliers, noise, anomalies and missing values. Based on the given technology, we developed a software and hardware complex, which is a collection of specially developed software that has two main modules and hardware implemented on the basis of a Raspberry Pi 4 Model B microcomputer, with peripheral equipment that implements the specified functionality. To evaluate the effectiveness of the given technology for collecting initial data, we used models of a single-layer perspetron and a collective of neural networks, together with the initial data on the functional state of intoxication of a person. The studies have shown that the number of errors of the 1st and 2nd genus in determining the assessment of the functional state of a person is lower, and the classification accuracy is higher when using the initial data generated by manual marking of circles, compared with the initial data collected by computer vision methods. Thus, the given technology for collecting initial data can be effectively used to build models for assessing the functional state of a person by pupillary response to changes in illumination.
本文解决了通过瞳孔对光照变化的反应来评估人的功能状态的模型的初始数据收集问题。分析了利用计算机视觉和时间序列平滑方法收集初始数据的传统方法的缺点。注意的重点是初始数据的质量对于建立适当的高精度数学模型的重要性。我们实现了人工标记虹膜和瞳孔圈的需要,以提高初始数据的准确性和质量。我们描述了拟议技术的初始数据收集阶段。我们给出了一个结果瞳孔图的例子,它具有光滑的形状,不包含异常值、噪声、异常和缺失值。基于给定的技术,我们开发了一个软件和硬件综合体,它是一个专门开发的软件的集合,有两个主要模块和硬件实现在树莓派4 B型微型计算机的基础上,与外围设备实现指定的功能。为了评估给定技术收集初始数据的有效性,我们使用了单层透视器模型和神经网络集合,以及关于人的醉酒功能状态的初始数据。研究表明,与计算机视觉方法收集的初始数据相比,人工标记圆生成的初始数据在判断人的功能状态评估时,1属和2属的错误率更低,分类精度更高。因此,收集初始数据的技术可以有效地用于建立模型,通过瞳孔对照明变化的反应来评估一个人的功能状态。
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引用次数: 1
Promising Information Technologies for Tax Purposes: International Trends in Software for Auditors 有前途的税务信息技术:审计软件的国际趋势
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3977-3986
L. Grundel, N. I. Malis, I. Zhuravleva, N. P. Melnikova, O. Mandroshchenko
The use of specialized software in the field of e-audit is a recognized fact in world practice. However, at the same time, the specifics of the tax system of each state make it impossible to simply borrow such software. The article describes the data analysis software used by fiscal authorities in conducting e-audits, as well as presents a comparative analysis of the specialized software used for eaudit. The results of the study have shown that the specialized professional IT audit software named ACL Audit Exchange is a tool that currently provides great opportunities and can significantly simplify the audit process, namely, provide a sufficient level of support.
在电子审计领域使用专门的软件是世界实践中公认的事实。然而,与此同时,每个州的税收制度的特殊性使得简单地借用这样的软件是不可能的。本文介绍了财政部门在进行电子审计时使用的数据分析软件,并对用于电子审计的专用软件进行了比较分析。研究结果表明,专门的专业IT审计软件ACL audit Exchange是目前提供很大机会的工具,可以显著简化审计过程,即提供足够的支持水平。
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引用次数: 1
Using Big Data Analytics to Design an Intelligent Market Basket-Case Study at Sameh Mall 运用大数据分析设计智能市场——以Sameh Mall为例
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3444-3455
Farah Almaslamani, Raneem Abuhussein, Hanan Saleet, L. Abuhilal, Nader S. Santarisi
The long term social, economic and health impacts of the COVID-19 pandemic are still unknown Retailers should think about the impact this pandemic will have on the customer relationship Another factor that is rigorously influencing the retail industry is the digital transformation With the digital transformation worldwide, coupled with the exponential growth of the use of big data analytics, retailers can use intelligent market basket analysis to help in shoring up customer relationships This study uses big data analytics to design and analyze intelligent market basket in one top retailer in Jordan, "Sameh Mall" It aims to help managers to improve customer relationship while increasing sales Customers' behavioral similarities analysis results in different baskets, which contain items commonly bought together Such baskets are displayed physically in stores and are displayed online as promotions This study results are interesting, enabling Sameh Mall to send recommendations to VIP customers through their account on the online application;and recommendations for physical cross promotional or cross merchandising leading to increases in basket size, increase in sales, as well as increase in customer satisfaction © International Research Publication House
2019冠状病毒病大流行对社会、经济和健康的长期影响仍然未知零售商应该考虑这场大流行对客户关系的影响另一个对零售业产生重大影响的因素是数字化转型随着全球数字化转型,加上大数据分析的使用呈指数级增长,本研究采用大数据分析方法,对约旦一家顶级零售商“Sameh Mall”的智能购物篮进行设计和分析,旨在帮助管理者在提高销售额的同时改善客户关系。这样的篮子在实体店展示,并在网上作为促销活动展示。这项研究的结果很有趣,使Sameh Mall能够通过在线应用程序上的帐户向VIP客户发送推荐,并推荐实体交叉促销或交叉销售,从而增加篮子尺寸,增加销售额,以及提高客户满意度©国际研究出版社
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引用次数: 3
Business Architecture Model in Strategic Information System Management for Effective Railway Supply Chain Perspective 铁路供应链战略信息系统管理中的业务架构模型
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3927-3933
M. Jayakrishnan, Abdul Karim Mohamad, M. M. Yusof
Industry environments are increasingly complex and dynamic. Across the globe, strategic Information System (IS) management transformation is taking place. It is cutting across several sectors, organizations, processes, and industries. Continuous improvement in industry performance needs a Business Architecture (BA) model as a strategic imperative in their performance. BA underpins the usage of normalized management policy relevant to the turn of events and the use of IS and different assets. Once the BA instrument has been mapped with all the other rating and ranking systems, we will evaluate and propose an improved Railway Supply Chain (RSC) indicator. A draft of criteria, sub-criteria, and indicators will be developed based on the current need of the Railway Industry (RI). Strategic IS management may uphold the choices individuals make in each progression of a cycle that analyzes the sources of info, the time, and the yields for each progression of the cycle and helps distinguish the process bottlenecks. Therefore, we need a dynamic RSC perspective that posits a key enabler to the national agenda by developing an RSC model in BA. By giving a comprehensive, various leveled perspective on current and future assets RSC model in BA will support key arranging and other operational asset arranging measures by giving large-scale and miniature perspectives on how assets are to be utilized in achieving the objectives of the RI. Thus, we need to initiate the layout methodologies and an activity that intends to additionally build up the Malaysia RSC strategized decision-making process.
工业环境越来越复杂和动态。在全球范围内,战略信息系统(IS)管理转型正在发生。它跨越了几个部门、组织、过程和行业。行业性能的持续改进需要业务体系结构(BA)模型作为其性能的战略要求。BA支持规范化管理策略的使用,这些策略与事件的转变以及信息系统和不同资产的使用相关。一旦BA工具与所有其他评级和排名系统相匹配,我们将评估并提出改进的铁路供应链(RSC)指标。将根据铁路行业目前的需要制定一份标准、分标准和指标草案。战略信息系统管理可以支持个人在周期的每个进展中做出的选择,分析周期的每个进展的信息来源、时间和产量,并帮助区分流程瓶颈。因此,我们需要一个动态的RSC视角,通过在BA中开发RSC模型,为国家议程设定一个关键的推动因素。通过对当前和未来资产提供一个全面的、不同层次的视角,BA中的RSC模型将通过对如何利用资产来实现国际扶轮的目标给出大规模和微观的视角来支持关键安排和其他可操作的资产安排措施。因此,我们需要启动布局方法和一项旨在进一步建立马来西亚RSC战略决策过程的活动。
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引用次数: 4
Modelling of Asphalt Pavement Structures for Different Design Conditions on Roads in Northern Colombia 哥伦比亚北部不同设计条件下沥青路面结构的建模
Pub Date : 2020-11-30 DOI: 10.37624/IJERT/13.11.2020.3934-3942
Fernando Jove Wilches, Giancarlo Patrón Lambraño, Carlos Millan-Paramo
The purpose of this manuscript is to present a collection of data showing the different variables involved in the design of asphalt pavements, obtained from 84 road sectors located in urban and rural roads in the department of Sucre, north of Colombia. The dataset presents the results of geotechnical studies obtained from soil samples taken in the field and from laboratory tests. Among the most relevant information, the characterization of the subgrade soils was determined, based on particle size analysis testing, Atterberg limits, natural moisture and the classification of soils based in the AASHTO system and the USCS system. The bearing capacity of the subgrade is also presented, from undisturbed samples, for the realization of the laboratory California Bearing Ratio. On the other hand, there is information related to design traffic for each of the evaluated road sectors, expressed in terms of the number of equivalent single axle loads (ESALs). Finally, the information was supplemented with the results of the pavement structures modeled and chosen as design alternatives, for which a rational design methodology was used and the fatigue laws of the TRRL (Transport and Road Research Laboratory) were followed, making use of the Pitra PAVE software to model pavement structures.
这份手稿的目的是提供一组数据,显示沥青路面设计中涉及的不同变量,这些数据来自哥伦比亚北部苏克雷省城市和农村道路的84个道路部门。该数据集介绍了从实地采集的土壤样本和实验室测试中获得的岩土工程研究结果。在最相关的信息中,根据粒径分析测试、Atterberg极限、自然湿度以及基于AASHTO系统和USCS系统的土壤分类,确定了路基土壤的特征。本文还从未受干扰的样品中给出了路基的承载力,以实现实验室的加州承载比。另一方面,有与每个评估路段的设计交通相关的信息,以等效单轴载荷(esal)的数量表示。最后,利用Pitra PAVE软件对路面结构建模结果进行补充,并选择路面结构作为设计方案,采用合理的设计方法,遵循TRRL(运输和道路研究实验室)的疲劳规律,对路面结构进行建模。
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引用次数: 0
期刊
International journal of engineering research and technology
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