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2020 5th IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE)最新文献

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Integration of Solar Photovoltaic Systems to Grid using Loss Sensitivitity Factor method for Improvement of Voltage Profile 用损耗敏感系数法改进电压分布的太阳能光伏系统并网
J. Bhutto, Abdulwasa B. Barnawi, M. Abdullah, S. Gupta
This paper presents a loss sensitivity factor (LSF) technique for improving the voltage profile of the grid connected photovoltaic (PV) system. Now a days, many of governments are encouraging people to install PV systems in their rooftops, agriculture fields, office buildings to increase the power supplies and reduce the power generation by using conventional energy sources like coal, diesel, etc. Continue increase of integration these PV power plants to grid will affect the voltage profile of the grid. Hence, maintaining the grid supply voltage within the limit and integration of generated PV power without deficient is a big challenge. The proposed loss sensitivity factor techniques is uses loss weight factor in calculation of power loss, grid synchronization and minimizes power loss during integration, therefore the voltage profile will be improved. This technique help to identify optimal placing of active power filters in the power system network. The PV system model is developed in MATLAB Simulink software and developed the proposed LSF method. A rigorous simulation tests are conducted to test the proposed LSF techniques. The simulation results have shown that the proposed LSF technique is working well in identifying the system requirements and shunt active power filter is working in compensating power quality issues and maintain voltage and current profiles as per standards.
提出了一种利用损耗敏感因子(LSF)改善并网光伏系统电压分布的方法。如今,许多政府都鼓励人们在屋顶、农田、办公楼安装光伏系统,以增加电力供应,减少使用传统能源如煤炭、柴油等的发电量。这些光伏电站入网的持续增加将影响电网的电压分布。因此,保持电网供电电压在限制范围内,并网光伏发电不亏是一个很大的挑战。本文提出的损耗敏感因子技术是利用损耗权重因子来计算功率损耗,实现电网同步,使集成过程中的功率损耗最小化,从而改善电压分布。该方法有助于确定有源滤波器在电网中的最佳位置。在MATLAB Simulink软件中建立了光伏系统模型,并提出了LSF方法。通过严格的仿真测试,对所提出的LSF技术进行了验证。仿真结果表明,所提出的LSF技术能够很好地识别系统需求,并联型有源电力滤波器在补偿电能质量问题和保持电压电流曲线符合标准方面取得了良好的效果。
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引用次数: 0
Hardware Design of Image Encryption and Decryption Using CORDIC Based Chaotic Generator 基于CORDIC混沌发生器的图像加解密硬件设计
Atharv Paliwal, Bhavik Mohindroo, Kriti Suneja
This work proposes a Red Green Blue (RGB) image encryption and decryption digital system which uses random number sequence generators as core and also provides its internal architectural layout. SC-CNN (State Controlled Cellular Neural Network) based chaotic system which stands optimal in generating multi-scroll chaotic generators is inculcated in this system. The hyperbolic tangent function used in state equations of the chaotic generator is implemented via CORDIC (Coordinate Rotational Digital Computer) algorithm, which is an efficient algorithm to compute various trigonometric and hyperbolic functions. The above techniques are combined together to give hardware credibility to the scheme described. The randomness and the level of encryption are analyzed and validated with the help of multiple test inputs and corresponding encrypted outputs. The complete encryption and decryption flows are simulated using Xilinx Vivado 2019.1 and realized on FPGA (Field programmable gate array), Zynq 7 board, as the chosen device.
本文提出了一种以随机数序列发生器为核心的RGB图像加解密数字系统,并给出了其内部架构布局。在此系统中引入了SC-CNN(状态控制细胞神经网络)混沌系统,该系统在产生多涡旋混沌发生器方面具有最优的性能。混沌发生器状态方程中的双曲正切函数通过坐标旋转数字计算机(CORDIC)算法实现,该算法是一种计算各种三角函数和双曲函数的有效算法。上述技术结合在一起,为所描述的方案提供硬件可信度。通过多个测试输入和相应的加密输出,分析和验证了加密的随机性和加密级别。使用Xilinx Vivado 2019.1仿真完整的加密和解密流程,并在zynq7板FPGA(现场可编程门阵列)上实现。
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引用次数: 4
A Systematic Review on Wind Energy Resources Forecasting by Neural Network 基于神经网络的风能资源预测研究综述
Kaja Bantha Navas Raja Mohamed, S. Prakash
The researchers have used various algorithms like Auto Regressive Integrated Moving Average (ARIMA), Nearest Neighbour Search, Wavelet Transform, Random Trees, Neural Network etc. to predict solar and wind forecasting. Though there are many algorithms for forecasting, Neural Network has gained special attention due its validity checking features. In these researches' the solar and wind data and pattern has been predicted by using Neural Network. Some researchers have combined neural network with another algorithm to form hybrid algorithm for prediction. Also, researches have been carried out combining two or three renewable energy resources like solar and wind etc. The review paper consists of Machine Learning techniques and wind energy resources, basic of wind resources parameters, wind energy resources prediction data using Neural Network, wind energy resources prediction data using Neural Network with its hybrid algorithm and wind and solar energy resources prediction using Neural Network with its hybrid algorithm. This paper complied scientometric with wind and solar energy resources forecasting with neural network in terms of distribution of documents, distribution of articles, citation of the documents, organization enhanced with research, organization enhanced with funding agencies and authors Contribution by year over the period 2010 -2020.
研究人员使用了各种算法,如自回归综合移动平均(ARIMA),最近邻搜索,小波变换,随机树,神经网络等来预测太阳和风的预测。虽然预测算法有很多,但神经网络由于其有效性检验的特点而受到了特别的关注。在这些研究中,利用神经网络对太阳和风的数据和模式进行了预测。一些研究者将神经网络与另一种算法相结合,形成混合预测算法。此外,还开展了结合太阳能、风能等两种或三种可再生能源的研究。综述论文包括机器学习技术与风能资源、风能资源参数基础、利用神经网络预测风能资源数据、利用神经网络及其混合算法预测风能资源数据和利用神经网络及其混合算法预测风能和太阳能资源。本文从文献分布、文章分布、文献被引情况、科研组织增强、资助机构组织增强、作者贡献等方面对2010 -2020年科学计量学与风能和太阳能资源预测进行了神经网络分析。
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引用次数: 2
Speaker's Biography 演讲者的传记
Yasmine Berriane
Speaker's Biography
演讲者的传记
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引用次数: 0
5th IEEE International Conference (Virtual Mode) on Recent Advances and Innovations in Engineering (ICRAIE 2020) IEEE Conference Record # 51050 DECEMBER 1-3, 2020 第五届IEEE国际会议(虚拟模式)工程的最新进展和创新(ICRAIE 2020) IEEE会议记录# 51050 2020年12月1日至3日
About Jaipur
5th IEEE International Conference (Virtual Mode) on Recent Advances and Innovations in Engineering (ICRAIE 2020) IEEE Conference Record # 51050 DECEMBER 1-3, 2020
第五届IEEE国际会议(虚拟模式)工程的最新进展和创新(ICRAIE 2020) IEEE会议记录# 51050 2020年12月1日至3日
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引用次数: 0
Using Bézier-Ball Function to Interpolate Positive Real Data and it's Application 用bzier - ball函数插值正实数据及其应用
Afida Ahmad, A. Ashaari, Nora Baizura Mohd Isa
This paper proposes a function that can interpolate real data as well as preserving the nature of the data. A rational cubic Bézier function expressed in terms of Ball control points and weights is presented. Four shape parameters are proposed which provides more freedom to the user to control the shape of the data. Sufficient conditions needed to preserve its positivity are presented. The degree of smoothness attained achieved $C$1 continuity. Three different real data are used in the application which are real data of oxygen level in gas, real data of a conductance obtained from experiments and real data consists of the output of a pressurizer inside a Pressurized Water Reactor. The output measures the water level of the pressurizer when the inputs which are the temperature and heat loss are varied. The results show that the proposed method managed to produce smooth interpolants as well as preserving the positivity of the data.
本文提出了一种既能插值真实数据又能保持数据本质的函数。提出了一种用球控制点和权值表示的有理三次bsamizier函数。提出了四个形状参数,为用户控制数据形状提供了更大的自由度。给出了保持其正性所需的充分条件。达到的平滑度达到$C$1连续性。应用中使用了三种不同的实际数据,即气体中氧含量的实际数据、实验得到的电导的实际数据和压水堆内稳压器输出的实际数据。当输入是温度和热损失变化时,输出测量稳压器的水位。结果表明,该方法在保持数据正性的同时,得到了平滑的插值结果。
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引用次数: 1
Chemistry Education (Rate of Reaction) via Eleaming Mobile Application 通过Eleaming移动应用程序进行化学教育(反应速率)
Nurhanis Athirah Fadzil, S. Hatim, S. J. Elias, Siti Nurbava Ismail, Abd Razak Mansor, Adam Wong Yoon Khang
Learning medium for students in schools are very crucial as it will capture the student interest, thus make them understand about the topic. However, most of the time, students in school are learning in the traditional method, where all notes are obtained from textbooks provided for them. The theory explained in the textbooks make students confuse with what they had learn and the explanations is too details. This situation will affect the interest of students to study. With the growing of technology in almost every domain, sector, and industry revolution 4.0, mobile apps had become part of our life where the benefit of it also can be extend to the classroom. Thus, the use of mobile apps in education has several benefits by providing intuitive learning and attractive platforms. This research addresses the needs of mobile applications in learning environment. It will focus on development of a mobile apps for learning chemistry. This paper will consider the case study for a local secondary school in Malaysia. Usability test and Functionality test will be conducted to evaluate the function of the mobile apps. The methodology used to develop the mobile learning application is Mobile Application Development Life Cycle (MADLC) Model. The result form this research had shown that, mobile apps can help school students understanding the theory of specific topics in chemistry subject. Thus, mobile apps can be one of the learning tools, providing intuitive learning and attractive platforms, for students in school, which not only depending on their textbooks.
学生在学校学习的媒介是非常重要的,因为它会抓住学生的兴趣,从而使他们了解的主题。然而,大多数时候,学生在学校用传统的方法学习,所有的笔记都是从提供给他们的教科书中获得的。教科书中解释的理论使学生混淆了他们所学的知识,而且解释过于详细。这种情况会影响学生的学习兴趣。随着技术在几乎每个领域、部门和工业革命4.0中的发展,移动应用程序已经成为我们生活的一部分,它的好处也可以扩展到教室。因此,通过提供直观的学习和有吸引力的平台,在教育中使用移动应用程序有几个好处。本研究解决了移动应用在学习环境中的需求。它将专注于开发用于学习化学的移动应用程序。本文将考虑马来西亚当地一所中学的案例研究。进行可用性测试和功能性测试,评估移动应用程序的功能。开发移动学习应用程序的方法是移动应用程序开发生命周期(MADLC)模型。本研究的结果表明,移动应用程序可以帮助学生理解化学学科中特定主题的理论。因此,手机应用程序可以成为学习工具之一,为在校学生提供直观的学习和有吸引力的平台,而不仅仅是依靠课本。
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引用次数: 3
Face Mask Detection Classifier and Model Pruning with Keras-Surgeon 基于Keras-Surgeon的面罩检测分类器和模型修剪
Alok Negi, Prachi Chauhan, Krishan Kumar, R. S. Rajput
Multidisciplinary initiatives in the new world of coronavirus were combined to limit the spread of the pandemic. Interestingly, the AI group was a part of those efforts. This result-based approach is used to help scan, assess, predict and track current patients and possibly potential patients. Developments for tracking social distances or recognizing face masks have made headlines in particular. Most current advanced approaches to face mask recognition are built based on deep learning which is dependent on a large number of face samples. Nearly everybody wears a mask during corona virus outbreak in order to effectively avoid the spread of COVID-19 virus. Our goal is to train a customized deep learning model that helps to detect even if or not a person wears a mask and study the concept of model pruning with Keras-Surgeon. Model pruning can be efficient in reducing model size, so that it can be easily implemented and inferred on embedded systems.
在冠状病毒新世界采取多学科行动,限制了大流行的传播。有趣的是,人工智能小组是这些努力的一部分。这种基于结果的方法用于帮助扫描、评估、预测和跟踪当前患者和可能的潜在患者。追踪社交距离或识别口罩的进展尤其成为头条新闻。目前大多数先进的人脸识别方法都是基于深度学习的,而深度学习依赖于大量的人脸样本。在冠状病毒爆发期间,为了有效避免COVID-19病毒的传播,几乎每个人都戴着口罩。我们的目标是训练一个定制的深度学习模型,帮助检测一个人是否戴着面具,并使用Keras-Surgeon研究模型修剪的概念。模型剪枝可以有效地减小模型尺寸,从而可以在嵌入式系统上容易地实现和推断。
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引用次数: 29
A Comparison of Lifetime in WSN with Static and Mobile Sink 静态和移动Sink无线传感器网络寿命的比较
H. Sharma, Rina Sharma, D. Somwanshi
Wireless Sensor ability is shifting our lives at a quick speed. Detecting highlight and remote component are two extraordinary things about this innovation that watches the encompassing condition without wire. A wide spread scope of entries are utilizing the Wireless Sensor innovation. Arranged work is to evaluate execution of Adhoc On-demand Multipath Distance Vector (AOMDV) with static and mobile sink hub based on following nature of administrations parameters Average End to End delay, Packet Delivery Ratio, Average Throughput, and Consumed Energy. Simulation based results contrasted static sink hub and moving sink hub and shows that arbitrary sink hub is increasingly skilled as far as generally speaking execution in WSN.
无线传感器的能力正在快速改变我们的生活。检测高光和远程组件是这项创新的两个非凡之处,它可以在没有电线的情况下观察周围的情况。广泛范围的条目正在利用无线传感器的创新。安排的工作是评估具有静态和移动汇聚中心的Adhoc按需多路径距离矢量(AOMDV)的执行情况,基于以下管理参数的性质,平均端到端延迟,数据包传输比率,平均吞吐量和消耗的能量。基于仿真的结果对比了静态汇聚中心和移动汇聚中心,表明在无线传感器网络中,任意汇聚中心的执行越来越熟练。
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引用次数: 0
Performance Evaluation of PV Integrated DC-DC Converter with Load Demand, Irradiance, and Temperature Variations 考虑负载需求、辐照度和温度变化的PV集成DC-DC变换器性能评估
Harshit Kargeti, A. Sharma, Brijesh Singh
Mostly, photo voltaic (PV) panels are operated with integration of dc-dc power converter, whose duty ratio is controlled to track the instantaneous maximum power point of the PV source. With an uncertain variation of the shading on the PV modules/strings during the time of peak load demand, there is a need to study the variations of the duty ratio of the DC-DC converter connected between the source and the load, to maintain the desired terminal voltage for a grid-connected PV system. The present study proposes an approach for the determination of DC-DC converter duty-ratio with variation in the load demand, irradiance and weather temperature. The studied approach has been implemented for a PV system with standard PV module models. The duty-ratio of the DC-DC converter for maximum PowerPoint has been obtained without shading, uniform shading, and non-uniform shading cases. Simultaneous MPP duty-ratio values and three-dimensional plots for variation in the load demand and the irradiance have been presented. The results obtained are very useful for the proper design of the DC-DC converter.
通常情况下,光伏板是与dc-dc电源转换器集成运行的,控制其占空比以跟踪光伏电源的瞬时最大功率点。由于光伏组件/串上的遮阳在峰值负荷需求期间的变化不确定,因此有必要研究连接在电源和负载之间的DC-DC变换器的占空比变化,以保持并网光伏系统所需的终端电压。本研究提出了一种随负载需求、辐照度和天气温度变化的DC-DC变换器占空比的确定方法。所研究的方法已在具有标准光伏组件模型的光伏系统中实现。得到了无遮光、均匀遮光和非均匀遮光情况下最大PowerPoint的DC-DC变换器的占空比。同时给出了MPP占空比值和负荷需求和辐照度变化的三维图。所得结果对DC-DC变换器的合理设计具有重要的指导意义。
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引用次数: 0
期刊
2020 5th IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE)
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