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2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)最新文献

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Study of 230/11 kV Substation Under Different Type of Faults 230/11 kV变电站不同故障类型的研究
S. Datta, Shampa De
In this paper a substation model is represented with current technologies which gives a new look to the idea of a substations. A transitory comparison of a voltage with respect to time distribution is shown for the presence of components in a 230/11 kV substation with application of single-line-to-ground fault, double-line-to-ground fault and an external surge with the effect of lightning included as a whole affecting all the components. Positive sequence resistance and zero sequence resistances are varied accordingly for change in condition of the parameters and equipment. Simulation of a 230/11 kV substation model is shown by different circumstances with the help of ATP/EMTP is shown in this paper.
本文用现有的技术对变电站模型进行了描述,使变电站的概念有了新的认识。在230/11千伏变电站中,在单线对地故障、双线对地故障和包括闪电影响的外部浪涌的情况下,电压相对于时间分布的暂时比较显示。随着参数和设备的变化,正序电阻和零序电阻也相应变化。本文利用ATP/EMTP对230/11 kV变电站模型在不同情况下进行了仿真。
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引用次数: 0
A Comparative Study of Different Ensemble Learning Techniques Using Wisconsin Breast Cancer Dataset 基于威斯康星乳腺癌数据集的不同集成学习技术的比较研究
Chandan Baneriee, Sayak Paul, Moinak Ghoshal
The researches in the world of Machine Learning and Artificial Intelligence are increasing as the modern day progresses. By finding manifold applications in wide range of fields the art of Machine Learning only promises to get better. Predictive models form the core of Machine Learning. Better the accuracy better the model is and so is the solution to a particular problem. Ensemble Learning algorithms are a set of algorithms which are used to enhance the predictive accuracy of a predictive model. In this work, a comparative study of different Ensemble Learning techniques has been presented using the Wisconsin Breast Cancer dataset. The primary objective behind using Ensemble learning here is a classification task. This comparative study should help the researchers to find the suitable Ensemble Learning technique for improving their results.
随着现代社会的发展,机器学习和人工智能领域的研究越来越多。通过在广泛的领域找到多种应用,机器学习的艺术只会变得更好。预测模型是机器学习的核心。模型的准确性越好,解决特定问题的方法也就越好。集成学习算法是一组用于提高预测模型预测精度的算法。在这项工作中,使用威斯康星州乳腺癌数据集对不同的集成学习技术进行了比较研究。这里使用集成学习的主要目的是分类任务。通过对比研究,可以帮助研究人员找到合适的集成学习技术来提高研究结果。
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引用次数: 7
Cost Modelling, Sizing and Multi-Point Allocation of Solar Powered DG Using Multi-Objective Cuckoo Search Via Lévy Flights Considering Economic, Technical and Environmental Impacts Along with Voltage Stability 考虑经济、技术和环境影响以及电压稳定性的太阳能发电DG的成本建模、规模和多点分配
Anirban Chowdhury, R. Roy, K. Mandal
A nature inspired, meta-heuristic algorithm, Cuckoo Search using Lévy Flights, is applied on a multiobjective, constrained problem to find the optimal allocation of a single and two distributed generators (DG), taking into consideration of security limits. During sizing and optimal allocation of the DG/DGs, technical, social and economic conditions have been taken into account. The multi-objective function is based on indices namely, voltage profile enhancement index (VPEI), emission cost benefit index (ECBI) and benefit cost ratio (BCR), so as to analyze the effect of the DG/DGs on IEEE IEEE 33 and IEEE 69 bus systems. This manuscript presents a comparative study of single DG and twin DG allocation of same capacity in total as well as the performance of the proposed algorithm in calculating the optimal size of DG considering the technical, social and economic impacts.
基于自然启发的元启发式算法——杜鹃搜索(Cuckoo Search),在考虑安全限制的情况下,应用于一个多目标约束问题,以找到单个和两个分布式发电机(DG)的最优分配。在DG/DG的分级和优化配置过程中,考虑了技术、社会和经济条件。多目标函数基于电压剖面增强指数(VPEI)、排放成本效益指数(ECBI)和效益成本比(BCR)等指标,分析DG/DG对IEEE IEEE 33和IEEE 69总线系统的影响。本文对相同容量的单DG和双DG分配进行了比较研究,并对所提出的算法在考虑技术、社会和经济影响的情况下计算DG的最佳规模进行了比较研究。
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引用次数: 1
NS3 Based HDFS Data Placement Algorithm Evaluation Framework 基于NS3的HDFS数据放置算法评估框架
Hindol Bhattacharya, Samiran Chattopadhyay, M. Chattopadhyay
Big data analytics based data exploration and utilization holds immense prospects for the future of businesses. However, as the name suggests, processing such a huge amount of data is challenging. Hadoop with its parallel processing solutions, assists in processing big data in reasonable time. The heart of Hadoop is its distributed File System; and indeed how data is placed in the file system dictates the speed of the data processing. Hence, over the years efficient data placement algorithms has been one of the key research area in big data analytics. Evaluation of such algorithms traditionally requires deploying HDFS on hardware clusters and implementing the data placement algorithm on it. It is often difficult for researchers to acquire required hardware and build a hardware clusters. Even when such clusters are available, scalability becomes an issue. Moreover, real life data center like cluster is not available to many researchers. Simulation provides low cost alternative to evaluation of big data placement algorithms on HDFS. One of the key metrices that is optimized in data placement algorithms is to minimize communication costs and latency. Thus a network simulation based simulation framework would fit the role perfectly. NS3 is one of the most prominent network simulation tool available for researchers. However, full HDFS support for data placement research is still not implemented. This work proposes to extend the NS3 simulation environment for HDFS support and eventual use for data placement algorithm evaluation.
基于数据探索和利用的大数据分析为企业的未来带来了巨大的前景。然而,顾名思义,处理如此大量的数据是具有挑战性的。Hadoop以其并行处理解决方案,帮助在合理的时间内处理大数据。Hadoop的核心是分布式文件系统;实际上,数据在文件系统中的放置方式决定了数据处理的速度。因此,多年来高效的数据放置算法一直是大数据分析的重点研究领域之一。传统上,评估这种算法需要在硬件集群上部署HDFS,并在其上实现数据放置算法。研究人员通常很难获得所需的硬件并构建硬件集群。即使这样的集群是可用的,可伸缩性也成为一个问题。此外,像集群这样的现实数据中心对许多研究人员来说是不可用的。模拟为评估HDFS上的大数据放置算法提供了低成本的替代方案。数据放置算法优化的关键指标之一是最小化通信成本和延迟。因此,基于网络仿真的仿真框架将非常适合这一角色。NS3是研究人员最常用的网络仿真工具之一。然而,HDFS对数据放置研究的完全支持仍然没有实现。这项工作建议扩展NS3模拟环境以支持HDFS并最终用于数据放置算法评估。
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引用次数: 1
SPP Based Compact Optical Power Splitter Using Two-Mode Interference Coupling 基于SPP的双模干涉耦合紧凑型光功率分配器
N. Gogoi, P. Sahu
We have proposed a compact optical power splitter using two-mode interference (TMI) coupling in an index guided surface plasmonic waveguide. The device is made up of silicon core, silver upper and lower cladding and silicon dioxide side claddings. By using a numerical analysis based on effective index methods, the coupling characteristics of the device are studied and its application as a compact optical power splitter is shown theoretically for a wavelength of O.6328ILm. The device length for a 3dB power splitting ratio is estimated as 334 nm which is about rv313 times and ~1.31 times smaller than a previously published works.
我们提出了一种在折射率波导表面等离子体波导中使用双模干涉耦合的紧凑型光功率分路器。该器件由硅芯、银上下包层和二氧化硅侧包层组成。通过基于有效折射率法的数值分析,研究了该器件的耦合特性,并从理论上说明了该器件在0.6328 ilm波长下作为紧凑型光功率分配器的应用。3dB功率分割比的器件长度估计为334 nm,比先前发表的作品小约rv313倍和约1.31倍。
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引用次数: 1
Simulation and Analysis of CMOS Based Micro Thermoelectric Power Generator 基于CMOS的微型热电发电机的仿真与分析
I. Sil, Sagar Mukherjee, Kalyan Biswas
This paper presents a Complementary Metal Oxide Semiconductor (CMOS) based Thermoelectric Power Generator (TPG) to harvest unused heat and convert it to usable electrical current. Detailed simulation and analysis of various model has been shown for thermoelectric power generator (TPG) to achieve improved performance. Thermal analysis using the ANSYS software has been done for various models to show the increase in output current of the thermocouple. Different techniques like change in heat sink material, formation of cavities, change in contact materials, change in thermocouple length and width to improve the temperature difference between hot and cold junction and the output current. Comparison has been made for different devices by changing parameters to select the best model to deliver more electrical current. Large Seebeck effects are found in doped Poly-Silicon, which makes it a suitable choice for CMOS based thermoelectric devices. Thin film of poly-Si is deposited and patterned to form thermocouples, and an array of thermocouples, i.e., a thermopile, could be arranged in a tiny area. For a device in the size of $500mu text{m}^{2}$ with effective length (L) of each thermocouple is $5 mu text{m}$, an output current of O.4mA is obtained with a 5K temperature difference across two sides.
本文介绍了一种基于互补金属氧化物半导体(CMOS)的热电发电机(TPG),用于收集未使用的热量并将其转换为可用的电流。为了提高热电发电机的性能,对各种模型进行了详细的仿真和分析。利用ANSYS软件对各种模型进行了热分析,显示了热电偶输出电流的增加。通过改变散热片材料、形成空腔、改变触点材料、改变热电偶长度和宽度等不同的技术来改善冷热端温差和输出电流。通过改变参数,对不同的器件进行了比较,以选择提供更大电流的最佳型号。在掺杂多晶硅中发现了较大的塞贝克效应,这使其成为基于CMOS的热电器件的合适选择。多晶硅薄膜的沉积和图像化,形成热电偶,热电偶阵列,即热电堆,可以安排在一个很小的区域。对于尺寸为$500mu text{m}^{2}$的器件,每个热电偶的有效长度(L)为$5 mu text{m}$,可获得0.4 ma的输出电流,两侧温差为5K。
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引用次数: 0
Soft Count Down Time Generation and Dissemination System Over LabVIEW Environment 基于LabVIEW环境的软倒计时时间生成与传播系统
Umang Soni, BK Sha, H. Ratha
Count Down Time (CDT) and Accumulated Time of the Day (ATD) are essential parameters for any flight testing in a test range. Conventional CDT systems are hardware based and are bulky, costly and very difficult to reconfigure. Soft CDT system is an alternative system having all the functionalities of the existing CDT system. Ethernet based communication is used to overcome the inherent problems associated with the serial communication in the existing system. The system is designed over PC based platform in LabVIEW environment to provide simplified, reconfigurable and easy to handle CDT scheme. High speed video test results are carried out to verify the delay attributed to Ethernet communication in the proposed system.
倒计时时间(CDT)和一天累积时间(ATD)是测试范围内任何飞行测试的基本参数。传统的CDT系统是基于硬件的,体积庞大,价格昂贵,而且很难重新配置。软CDT系统是一种替代系统,具有现有CDT系统的所有功能。基于以太网的通信是为了克服现有系统中串行通信的固有问题。该系统是在基于PC机的LabVIEW环境下设计的,提供了简化、可重构、易于操作的CDT方案。高速视频测试结果验证了系统中以太网通信的延迟。
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引用次数: 3
Implementation of a Novel Security Technique Using Triple DES in Cashless Transaction 基于三重DES的新型无现金交易安全技术的实现
Saptarshi Mitra, Bappaditya Jana, Jayanta Poray
During last few decades' most of the commercial transactions transformed to e-Commerce applications. Some of the widely used ways of e-Transactions are Electronic Fund Transfer (EFT), Credit/Debit Cards, Net-banking, e-Wallets, mobile banking. Mostly it has been observed that there is innumerable number of attacks in cashless e-Commerce transactions, where intruders try to manipulate data for evil purpose. Use of cryptographic technique is one of the popular way to avoid such attacks and to prevent cross-site snatching vulnerabilities, insecure permissions, and other possible threats. In this paper we have used a novel technique based on triple Data Encryption Standard (DES) and compared the security level of this method with other frequently used encryption algorithms such as RSA and Hash function and we observed that if we can fix the issues regarding key transfer and process slow down, it will upgrade the overall security level.
在过去的几十年里,大多数商业交易都转变为电子商务应用。一些广泛使用的电子交易方式是电子资金转帐(EFT),信用卡/借记卡,网上银行,电子钱包,手机银行。大多数情况下,已经观察到在无现金电子商务交易中有无数的攻击,入侵者试图出于恶意目的操纵数据。使用加密技术是避免此类攻击和防止跨站点抓取漏洞、不安全权限和其他可能威胁的常用方法之一。在本文中,我们使用了一种基于三重数据加密标准(DES)的新技术,并将该方法的安全级别与其他常用的加密算法(如RSA和哈希函数)进行了比较,我们观察到,如果我们能够解决密钥传输和处理速度减慢的问题,它将提升整体安全级别。
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引用次数: 9
Analytic Modeling of Optical Recirculating Loop to Define the Constraints of Using it as Optical Buffer 光循环回路的解析建模以确定其用作光缓冲器的约束条件
S. De, M. Jyothish, Sunanda Thunder
s-This paper derives an expression for nonregenerative recirculating loop and proposes a concept of modeling all-optical buffer in optical packet switches using optical recirculating loop. We simulate a generalized optical delay produced by a recirculating loop which has been used to emulate optical buffers. The theorem developed in this paper can be exploited to model all-optical recirculating buffers. The paper establishes a relation between maximum delay and maximum number of pulses. The algebraic expression has been derived with assumption that no amplifier has been used.
本文推导了非再生循环环路的表达式,提出了利用光循环环路建模光分组交换机中全光缓冲器的概念。我们模拟了一个由循环环路产生的广义光延迟,该环路已被用于模拟光缓冲器。本文所建立的定理可用于建立全光循环缓冲器的模型。建立了最大时延与最大脉冲数之间的关系。在不使用放大器的假设下,推导出了其代数表达式。
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引用次数: 0
Security Constrained Optimal Power Flow with Optimally Allocated UPFC Based on Technical and Economic Criteria 基于技术经济准则的UPFC优化分配的安全约束最优潮流
Shreya Adhvaryyu, Chiranjib Mukherjee, D. Seri
The Unified Power Flow Controller (UPFC), which is the most versatile and suitable Flexible AC Transmission Systems (FACTS) device, can maintain a stable and secure operation of modern deregulated power systems as it can control power flow and power flow variables independently or simultaneously. In this paper, MiPower software is used to find the optimal placement of UPFC considering practical constraints. In order to reduce the search space and computation time, performance assessment of the device is executed only at the weaker lines of the system. The weaker buses and weaker lines are identified using Fast Voltage Stability Index (FVSI). The losses of UPFC itself such as switching losses of converters, losses due to coupling transformers and power transmission losses in UPFC are taken into account for power flow calculation. Considering practical upper and lower limits of voltage magnitude, an innovative voltage profile enhancement index (VPEI) is formulated. In this paper, objective functions, namely, overall improvement in FVSI, VPEI, reduction in losses and expenditure of UPFC are considered altogether in order to determine the optimal location of UPFC on IEEE 30-bus test system.
统一潮流控制器(UPFC)可以独立或同时控制潮流和潮流变量,是最通用、最合适的柔性交流输电系统(FACTS)设备,可以保持现代解除管制电力系统的稳定和安全运行。在本文中,使用MiPower软件在考虑实际约束的情况下找到UPFC的最佳放置位置。为了减少搜索空间和计算时间,设备的性能评估只在系统较弱的线路上执行。使用快速电压稳定指数(FVSI)识别弱母线和弱线路。潮流计算中考虑了UPFC本身的损耗,如变换器的开关损耗、耦合变压器的损耗和UPFC的输电损耗。考虑电压幅值的实际上下限,提出了一种创新的电压剖面增强指数(VPEI)。为了确定UPFC在IEEE 30总线测试系统上的最佳位置,本文综合考虑了目标函数,即全面提高FVSI、VPEI、降低损耗和支出。
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引用次数: 5
期刊
2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)
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