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PERFORMANCE EVALUATION OF A SINGLE-MODE BIOMETRIC ACCESS CONTROL SYSTEM 单模生物识别门禁系统的性能评价
Pub Date : 2022-01-21 DOI: 10.46565/jreas.2022.v07i01.007
Bopatriciat Boluma Mangata, Mbuyi Mukendi Eugène, Batubenga Mwamba Nzambi
The present work evaluates the performance of a fingerprint-based access control system to secure premises. In order to evaluate these performances, we used a regression model in which the dependent variable is of qualitative type, more precisely, the variable: "the new individual who takes the entrance test is positive or negative".Our model is therefore a classifier capable of diagnosing whether fingerprints will be accepted or not. This performance evaluation model is realized by means of the confusion matrix, the calculations of the evaluation parameters (Sensitivity, Specificity, Positive Predictive Value, Negative Predictive Value and False Negative), and finally the plots of the sensitivity values against 1-Specificity (ROC curve).On a sample of six hundred individuals of which 470 enrolled and 130 not enrolled, the access control system obtained the results of which 456 true positives, 14 false negatives, 10 false positives and 120 true negatives which constitute our confusion matrix, which we were able to evaluate the performance of our system by applying the calculations of the evaluation parameters.
目前的工作是评估基于指纹的门禁系统的性能,以确保房地的安全。为了评估这些表现,我们使用了一个回归模型,其中的因变量是定性的,更准确地说,变量是:“参加入学考试的新个体是阳性的还是阴性的”。因此,我们的模型是一个能够诊断指纹是否被接受的分类器。该性能评价模型通过混淆矩阵、评价参数(Sensitivity、Specificity、Positive Predictive Value、Negative Predictive Value和False Negative)的计算以及灵敏度值对1-Specificity的曲线(ROC曲线)来实现。在600人的样本中,470人注册,130人未注册,访问控制系统获得了456个真阳性,14个假阴性,10个假阳性和120个真阴性的结果,这些结果构成了我们的混淆矩阵,我们能够通过应用评估参数的计算来评估我们系统的性能。
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引用次数: 0
THE UNIFIED POWER QUALITY CONDITIONER: A REVIEW 统一电能质量调节器综述
Pub Date : 2022-01-14 DOI: 10.55083/irjeas.2022.v10i01002
Siddhant Tiwari, B. Yadav, I. Kumar
This thesis addresses the Unified Power Quality Conditioner (UPQC) which is a major custom power solutions capable for load balancing, power factor-correction, voltage regulation, voltage and current harmonics mitigation in a three-phase three-wire distribution system for different combinations of linear, non-linear and dynamic loads. The unit template technique (UTT) is used to get the reference signals for series active power filter and shunt active power filter which utilizes two closed loop PI controllers. The design of three- phase three-wire UPQC includes the design of shunt controller (SHUC) and series controller (SERC).
统一电能质量调节器(UPQC)是一种主要的定制电源解决方案,能够在三相三线制配电系统中针对不同的线性、非线性和动态负载组合进行负载平衡、功率因数校正、电压调节、电压和电流谐波缓解。采用单元模板技术(UTT)获取串联有源滤波器和并联有源滤波器的参考信号,并联有源滤波器采用两个闭环PI控制器。三相三线制UPQC的设计包括并联控制器(SHUC)和串联控制器(SERC)的设计。
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引用次数: 0
ENHANCEMENT OF PRODUCTION BY LEAN MANUFACTURING METHOD 通过精益生产方法提高生产效率
Pub Date : 2022-01-10 DOI: 10.55083/irjeas.2022.v10i01001
V. Vishnu, V. Dwivedi
The thesis proposes a method for introducing lean manufacturing using string diagram in an operating CNG high pressure storage tank manufacturing job shop at Jayfe Cylinder Ltd. Haryana. By applying lean manufacturing using process layout diagram to produce part families with similar manufacturing processes and stable demand, plants expect to reduce costs and lead-times and improve quality and delivery performance. The thesis outlines a method for assessing, designing, and implementing lean manufacturing using process layout diagram, and illustrates this process with an example. A manufacturing cell that produces high pressure steel tank container for commercial & automobile customers is implemented at cylinder tank Machining Centers. The conclusion of the thesis highlights the key lessons learned from this process.
本文提出了在杰菲汽缸有限公司的CNG高压储气罐制造作业车间引入精益生产的方法。哈里亚纳邦。通过使用流程布局图应用精益制造来生产具有相似制造流程和稳定需求的零件系列,工厂期望降低成本和交货时间,提高质量和交货性能。本文概述了一种利用流程布局图来评估、设计和实施精益制造的方法,并举例说明了这一过程。为商业和汽车客户生产高压钢罐容器的制造单元在气缸罐加工中心实施。论文的结论突出了从这一过程中吸取的主要教训。
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引用次数: 1
MACHINE LEARNING BASED FAULT DIAGNOSIS SCHEME FOR GRID-CONNECTED PV SYSTEM 基于机器学习的并网光伏系统故障诊断方案
Pub Date : 2021-12-31 DOI: 10.55083/irjeas.2021.v09i04007
D. Singh, Laxman Solankee
Photovoltaic (PV) systems have recieved a lot of attention in recent decades due to their accessibility and advancements in PV technology. The protection of PV systems from faults such as String to String (SS), String to Ground (SG), Open circuit (OC), and partial shading are the key challenges to the realization of cost-effective and environmentally friendly PV systems. Such unusual circumstances reduce the maximum available PV power. Partial shading and breakdowns in a PV array must therefore be noticed quickly for enhanced system efficiency and reliability. The significant fault current in PV systems can be detected using the existing safety devices in PV systems, such as fuses and residual current detectors. The flowing fault current being of low order is not significant enough for current protection devices to detect if the solar and/or fault mismatch is modest and the fault resistance is high. As a result, under cloudy and low irradiance conditions, the traditional protection devices fail to identify problems, resulting in reliability concerns and photovoltaic fire threats. In this context, a fault diagnosis scheme for PV systems is presented in this paper, which includes feature extraction using the Discrete wavelet transform, and classification of various defects on the PV system using Decision tree.
近几十年来,由于光伏技术的可及性和进步,光伏系统受到了广泛的关注。保护光伏系统免受串对串(SS)、串对地(SG)、开路(OC)和部分遮阳等故障的影响是实现成本效益和环境友好型光伏系统的关键挑战。这种不寻常的情况降低了最大可用光伏功率。因此,为了提高系统效率和可靠性,必须迅速注意到光伏阵列中的部分遮阳和故障。利用现有的安全装置,如熔断器和剩余电流检测器,可以检测出光伏系统中的重大故障电流。流动的低阶故障电流不足以使电流保护装置检测到太阳和/或故障失配是否适度而故障电阻是否高。因此,在阴天和低辐照度条件下,传统的保护装置无法识别问题,导致可靠性问题和光伏火灾威胁。在此背景下,本文提出了一种光伏系统故障诊断方案,该方案包括利用离散小波变换提取特征,利用决策树对光伏系统的各种缺陷进行分类。
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引用次数: 0
TWO DIMENSIONAL AEROFOIL WIND TURBINE BLADE DESIGN AND ANALYSIS USING CFD ANALYSIS 二维翼型风力机叶片设计与CFD分析
Pub Date : 2021-12-31 DOI: 10.55083/irjeas.2021.v09i04005
Kamaldeep Singh, Yogesh Mishra
In the current scenario, wind turbine energy accounts for 70% of total renewable energy used in India. The Indian wind energy sector has a capacity of 20 GW installed (as on 31.5.2017). In terms of installed wind power capacity, India ranks fifth in the world and is regarded as a major player in the global wind energy market. For the current work, a design method based on modelling in Uni-graphics and followed by simulation using the CFD (Computational Fluid Dynamics) star ccm + programme is chosen, so that the expense and time required to find the optimum aerodynamic design of a wind turbine blade by experiment can be minimised.
在目前的情况下,风力涡轮机能源占印度可再生能源使用总量的70%。印度风能部门的装机容量为20吉瓦(截至2017年5月31日)。就风力发电装机容量而言,印度排名世界第五,被视为全球风能市场的主要参与者。针对目前的工作,选择了基于Uni-graphics建模,然后使用CFD (Computational Fluid Dynamics) star ccm +程序进行仿真的设计方法,从而最大限度地减少了通过实验寻找风力机叶片最佳气动设计所需的费用和时间。
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引用次数: 0
A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION 基于资源预测的主动适应模型
Pub Date : 2021-10-21 DOI: 10.46565/jreas.2021.v06i04.009
Hua Wang, Jian Yu
The adaptation of the software architecture caused by the change of the software survival environment needs to be realized through the reconfiguration of the connector of the software architecture. To tackle the limitation of passive connectors, a proactive adaptation model based on resource prediction is proposed by employing Kalman filter, which realizes the modification of component connection and the dynamic configuration of the architecture, and enhances the adaptability of the target system. Three proactive adaptation strategies are proposed, and the basis of the adaptation policy is quantified by the influence factors value. After the method is applied to an actual online health assessment assistant system, the adaptability and service quality of the target system are improved.
由于软件生存环境的变化而引起的软件体系结构的适应,需要通过对软件体系结构连接器的重新配置来实现。针对无源连接器的局限性,采用卡尔曼滤波提出了一种基于资源预测的主动自适应模型,实现了构件连接的修改和体系结构的动态配置,增强了目标系统的自适应能力。提出了三种主动适应策略,并通过影响因子值量化了适应政策的依据。将该方法应用于实际的在线健康评估辅助系统,提高了目标系统的适应性和服务质量。
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引用次数: 0
DEVELOPMENT OF A FUEL ADULTERATION DETECTION SYSTEM USING IOT BASED SENSOR TECHNIQUE 基于物联网传感器技术的燃料掺假检测系统的开发
Pub Date : 2021-10-21 DOI: 10.46565/jreas.2021.v06i04.006
I. Rabiu, Buhari U. Umar
Fuel is very important in our everyday activities, it has been used in companies, industries, organizations and automobiles. It also serves as a means for generating electricity. Adulteration of petroleum products is hard to detect because the existing components of the fuel constitute the adulterants. The adulterants alongside other cheap hydrocarbons are mixed with the base fuel to degrade its quality and for the monetary benefits of the business vendors. This makes the adulterated fuel to pose a very serious danger to the consumers. This research project developed an IoT-based fuel adulteration detection system using a weight sensor-based technique. The IoT-based system helps to notify and give information about the fuel adulteration to the user immediately on a registered website called thingspeak. The average detection accuracy and response time of the system are 96.37% and 1.34 seconds respectively. These results emphasize the crucial function of adulteration detection system in fuels, as it detects adulteration of liquids effectively and accurately for automobile users and thereby reducing the risk of adulteration in fuels.
燃料在我们的日常活动中非常重要,它已被用于公司,工业,组织和汽车。它还可以作为发电的一种手段。石油产品的掺假是难以检测的,因为燃料的现有成分构成掺假。掺假物与其他廉价碳氢化合物一起与基础燃料混合,以降低其质量,并为商业供应商带来经济利益。这使得掺假燃料对消费者构成了非常严重的危险。本研究项目开发了一种基于物联网的燃料掺假检测系统,该系统使用基于重量传感器的技术。基于物联网的系统有助于在一个名为thingspeak的注册网站上立即通知并向用户提供有关燃料掺假的信息。系统的平均检测准确率为96.37%,平均响应时间为1.34 s。这些结果强调了燃料掺假检测系统的关键功能,因为它为汽车用户有效准确地检测液体掺假,从而降低燃料掺假的风险。
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引用次数: 0
COMPUTATIONAL FLUID DYNAMICS SIMULATION OF ABRASIVE FLOW MACHINING OF BIOMATERIALS 磨料流加工生物材料的计算流体动力学模拟
Pub Date : 2021-10-21 DOI: 10.46565/jreas.2021.v06i04.004
S. Venkata, Phanindra Chary
Surface finishing of the external surfaces and comfortably reachable internal surfaces to a certain specification can be attained by traditional machining processes. However, most of these processes cannot finish internal and external surfaces of intricate shapes as they are nonflexible in nature. For this type of problem Abrasive Flow Machining (AFM) can be a viable solution. The AFM process uses a self-deforming tool. In the areas where the flow is restricted the abrasion takes place removing the material and generating finer surfaces. As time passed, different kinds of AFM have been developed to maximize productivity and enhance the surface finish. Factors that influence the material removal and surface finish in the AFM process are particle size, extrusion pressure, piston velocity, and media viscosity. Carrying out experiments for all the process parameters and obtaining better process parameters of AFM, precisely, in less time is tough to achieve. Computational Fluid Dynamics (CFD) simulation was employed to determine machining parameters. In this project, the parameters obtained theoretically and from the CFD simulation are compared with the available experimental data and then the better machining parameters for the surgical implant materials ASTM F1537 wrought Co-28Cr-6Mo alloy and Ti6Al4V alloy were also determined by using CFD simulation.
传统的机械加工工艺可以将外表面和舒适可及的内表面加工到一定的规格。然而,由于复杂形状的内表面和外表面本质上是非柔性的,这些加工大多不能完成。对于这类问题,磨料流加工(AFM)是一种可行的解决方案。AFM工艺使用自变形工具。在流动受限的区域,发生磨损,除去材料并产生更细的表面。随着时间的推移,不同种类的AFM被开发出来,以最大限度地提高生产率和表面光洁度。影响AFM过程中材料去除和表面光洁度的因素有粒径、挤压压力、活塞速度和介质粘度。对所有的工艺参数进行实验,并在较短的时间内精确地获得较好的AFM工艺参数是一件困难的事情。采用计算流体动力学(CFD)仿真确定加工参数。本项目将理论所得参数与CFD模拟所得参数与现有实验数据进行对比,并通过CFD模拟确定手术植入材料ASTM F1537锻造Co-28Cr-6Mo合金和Ti6Al4V合金的较优加工参数。
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引用次数: 0
A COMPARATIVE STUDY OF COMMON EDGE DETECTION OPERATORS IN DIGITAL IMAGE PROCESSING 数字图像处理中常用边缘检测算子的比较研究
Pub Date : 2021-10-21 DOI: 10.46565/jreas.2021.v06i04.001
Benjamin Kommey, John Kwame Dunyo, E. T. Tchao, Andrew Selasi Agbemenu
Edge detection is a fundamental process in image processing that extracts information about the image and facilitates image segmentation and feature extraction. It has many applications in various fields of computer vision. Thus, it is very necessary to understand the performance of each of these edge detectors. This paper presents a comparative study of common edge detection operators in image processing using mean squared error (MSE), peak signal to noise ratio (PSNR), and Execution time (Et). The paper shows the canny edge detector is computationally expensive but provides higher accuracy in edge detection with higher PSNR and lower MSE. The software tool used in the project is MATLAB SIMULINK R2020a.
边缘检测是图像处理的一个基本过程,它提取图像信息,便于图像分割和特征提取。它在计算机视觉的各个领域都有广泛的应用。因此,了解这些边缘检测器的性能是非常必要的。本文利用均方误差(MSE)、峰值信噪比(PSNR)和执行时间(Et)对图像处理中常用的边缘检测算子进行了比较研究。结果表明,canny边缘检测器的计算成本较高,但具有较高的PSNR和较低的MSE,具有较高的边缘检测精度。本课题使用的软件工具是MATLAB SIMULINK R2020a。
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引用次数: 1
ASSESSMENT OF ENVIRONMENTAL IMPLICATIONS OF ELECTRIC VEHICLES: A REVIEW 电动汽车的环境影响评估:综述
Pub Date : 2021-10-21 DOI: 10.46565/jreas.2021.v06i04.008
P. Dutta
The emergence of hybrid electric vehicles (HEVs) has paved a way for the automobile industry to tap into the vast potential of renewable sources of energy and to look for eco friendly alternatives to fossil fuels. Not only can the depletion of non renewable resources be countered effectively but the harmful detrimental effects of using these fossil fuels can also be reduced. Even though it has been established that HEVs tend to have more eco friendly benefits than their internal combustion engine vehicles (ICEV) counterparts, they too are not immune to adverse environmental implications. The production, operation and end of life phases of HEVs contribute to major adverse environmental effects related to greenhouse gases (GHG) emissions, human toxic byproducts etc. Hence an assessment of their environmental implications is being discussed in this paper and light has been shed on different assessment categories such as acidification potential, eutrophication, human toxicity potential, global warming potential etc. Furthermore the phases and parts of a HEV which contribute majorly to these implications are also discussed briefly. The environmental implications of the energy generation sources used in these HEVs are also taken into account.
混合动力电动汽车(hev)的出现为汽车工业开发可再生能源的巨大潜力以及寻找化石燃料的环保替代品铺平了道路。不仅可以有效地应对不可再生资源的枯竭,而且使用这些化石燃料的有害影响也可以减少。尽管人们已经确定,混合动力汽车往往比内燃机汽车(ICEV)更环保,但它们也不能避免不利的环境影响。混合动力汽车的生产、运行和报废阶段会对环境造成重大不利影响,包括温室气体排放、人体有毒副产品等。因此,本文讨论了它们的环境影响评估,并阐明了不同的评估类别,如酸化潜力、富营养化潜力、人类毒性潜力、全球变暖潜力等。此外,还简要讨论了主要对这些含义作出贡献的HEV的相位和部分。这些混合动力汽车中使用的能源产生源的环境影响也被考虑在内。
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引用次数: 1
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International Journal of Research in Engineering and Applied Sciences
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