首页 > 最新文献

2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)最新文献

英文 中文
Low power Optimum Design of BCD Adder in Reversible Logic 可逆逻辑BCD加法器的低功耗优化设计
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468893
Nazma Tara, Md. Kamal Ibne Sufian, M. Islam, G. Roy, Selina Sharmin
Reversible logic has captured significant attention in recent time as reducing power consumption by recovering bit loss from its unique input-output mapping. This paper presents a compact $n -$digit BCD adder where a low cost reversible ODU gate is proposed. Theoretical explanations certify the novelty of the proposed design. Comparing with previous works the proposed design shows significant improvement in all performance metrics compared to the best existing BCD adder, as an example, the proposed 512-bit reversible BCD adder improves 38.46%, 47.83%, 70.60% and 63.64% in terms of number of gates, garbage outputs, quantum cost and delay compared with the existing best design.
可逆逻辑由于其独特的输入-输出映射可以恢复比特损失,从而降低功耗,近年来引起了人们的极大关注。本文提出了一种紧凑的$n -$位BCD加法器,其中提出了一种低成本的可逆ODU门。理论解释证明了所提出的设计的新颖性。以512位可逆BCD加法器为例,与现有最佳设计相比,本文设计的BCD加法器在所有性能指标上均有显著提高,在门数、垃圾输出、量子成本和延迟方面分别提高了38.46%、47.83%、70.60%和63.64%。
{"title":"Low power Optimum Design of BCD Adder in Reversible Logic","authors":"Nazma Tara, Md. Kamal Ibne Sufian, M. Islam, G. Roy, Selina Sharmin","doi":"10.1109/WIECON-ECE.2017.8468893","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468893","url":null,"abstract":"Reversible logic has captured significant attention in recent time as reducing power consumption by recovering bit loss from its unique input-output mapping. This paper presents a compact $n -$digit BCD adder where a low cost reversible ODU gate is proposed. Theoretical explanations certify the novelty of the proposed design. Comparing with previous works the proposed design shows significant improvement in all performance metrics compared to the best existing BCD adder, as an example, the proposed 512-bit reversible BCD adder improves 38.46%, 47.83%, 70.60% and 63.64% in terms of number of gates, garbage outputs, quantum cost and delay compared with the existing best design.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130675112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
VIM: A Big Data Analytics Tool for Data Visualization and Knowledge Mining VIM:用于数据可视化和知识挖掘的大数据分析工具
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468939
Sk. Shariful Islam Arafat, Md Shakil Hossain, Md. Mahmudul Hasan, S. M. A. Imam, Md. Mofijul Islam, Sanjay Saha, Swakkhar Shatabda, Tamanna Islam Juthi
With the advancement of Information technologies and applications, a copious amount of data is generated, which attracts both the research community to utilize this information for extracting knowledge and the industry for developing the knowledge-based system. Visualization of data, pattern mining from datasets and analyzing data drift for the different features are three highly used applications of machine learning and data science fields. A generic web-based tool integrated with such features will provide prodigious support for preprocessing the dataset and thus extracting accurate information. In this work, we propose such a data visualization tool, named VIM, which is a web-based comprehensive tool for generic data visualization, data preprocessing and mining suitable knowledge with drift analysis of data. Given a dataset, it can envisage the distribution of data with convenient statistical diagrams for different selected features. Moreover, users can employ VIM to generate association rules by selecting multiple features. We have developed VIM using Python Django framework and GraphLab library. We have deployed this tool to make this publicly usable, which can be accessed at http://210.4.73.237:9999/
随着资讯科技和应用的发展,产生了大量的数据,这吸引了研究界利用这些信息来提取知识,也吸引了工业界开发以知识为基础的系统。数据可视化、数据集模式挖掘和分析不同特征的数据漂移是机器学习和数据科学领域的三个高度使用的应用。集成了这些特性的基于web的通用工具将为数据集的预处理提供巨大的支持,从而提取准确的信息。在这项工作中,我们提出了这样一个数据可视化工具,命名为VIM,它是一个基于web的综合工具,用于通用数据可视化,数据预处理和挖掘适合的知识与数据漂移分析。给定一个数据集,它可以用方便的统计图为不同的选择特征设想数据的分布。此外,用户还可以通过选择多个特征来使用VIM生成关联规则。我们使用Python Django框架和GraphLab库开发了VIM。我们已经部署了这个工具,使其公开可用,可以访问http://210.4.73.237:9999/
{"title":"VIM: A Big Data Analytics Tool for Data Visualization and Knowledge Mining","authors":"Sk. Shariful Islam Arafat, Md Shakil Hossain, Md. Mahmudul Hasan, S. M. A. Imam, Md. Mofijul Islam, Sanjay Saha, Swakkhar Shatabda, Tamanna Islam Juthi","doi":"10.1109/WIECON-ECE.2017.8468939","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468939","url":null,"abstract":"With the advancement of Information technologies and applications, a copious amount of data is generated, which attracts both the research community to utilize this information for extracting knowledge and the industry for developing the knowledge-based system. Visualization of data, pattern mining from datasets and analyzing data drift for the different features are three highly used applications of machine learning and data science fields. A generic web-based tool integrated with such features will provide prodigious support for preprocessing the dataset and thus extracting accurate information. In this work, we propose such a data visualization tool, named VIM, which is a web-based comprehensive tool for generic data visualization, data preprocessing and mining suitable knowledge with drift analysis of data. Given a dataset, it can envisage the distribution of data with convenient statistical diagrams for different selected features. Moreover, users can employ VIM to generate association rules by selecting multiple features. We have developed VIM using Python Django framework and GraphLab library. We have deployed this tool to make this publicly usable, which can be accessed at http://210.4.73.237:9999/","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117018270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study of Transient Stability with Battery Energy Storage Systems in Renewable Integrated Islanded Microgrid 可再生集成孤岛微电网电池储能系统暂态稳定性研究
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468905
Shaila Arif, T. Aziz
The microgrid has become praise worthy concept due to a number of advantages. It can meet the increasing demand as well as can be a better solution for environmental pollution because of its renewable sources. A microgrid has to maintain voltage and frequency regulation in grid connected as well as in islanded mode. One of the challenges in islanded operation is transient stability. Battery energy storage system (BESS) is part and parcel of a renewable integrated microgrid. Impact of BESS on transient stability has been investigated in this study with IEEE 43 bus industrial test system. Results show that centralized placement offers improved transient stability than the distributed placement of BESS in microgrid.
微电网因其诸多优点而成为值得称道的概念。它可以满足日益增长的需求,也可以更好地解决环境污染,因为它的可再生资源。微电网在并网状态和孤岛状态下都必须保持电压和频率的调节。孤岛作业面临的挑战之一是瞬态稳定性。电池储能系统(BESS)是可再生集成微电网的重要组成部分。本文采用IEEE 43总线工业测试系统,研究了BESS对暂态稳定性的影响。结果表明,集中式布局比分布式布局具有更好的暂态稳定性。
{"title":"Study of Transient Stability with Battery Energy Storage Systems in Renewable Integrated Islanded Microgrid","authors":"Shaila Arif, T. Aziz","doi":"10.1109/WIECON-ECE.2017.8468905","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468905","url":null,"abstract":"The microgrid has become praise worthy concept due to a number of advantages. It can meet the increasing demand as well as can be a better solution for environmental pollution because of its renewable sources. A microgrid has to maintain voltage and frequency regulation in grid connected as well as in islanded mode. One of the challenges in islanded operation is transient stability. Battery energy storage system (BESS) is part and parcel of a renewable integrated microgrid. Impact of BESS on transient stability has been investigated in this study with IEEE 43 bus industrial test system. Results show that centralized placement offers improved transient stability than the distributed placement of BESS in microgrid.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"99 8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129004038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
High Gain Low Offset Faster Two Stage CMOS Op-Amp and Effects of Aspect Ratios on Gain 高增益低偏置更快的两级CMOS运算放大器及其宽高比对增益的影响
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468913
Md. Abdullah-Al-Kaiser, Ismat Jarin
In this paper, a low voltage, low power, low offset and faster two stage CMOS operational amplifier exhibiting 60.24 dB dc gain and 51.1 MHz gain bandwidth with 61.6° phase margin, 8.4 mV offset voltage and 1.4 ns settling time using gpdk090 process is presented. Our designed Op-amp operates at ±1.8V supply voltage with 1.15 mW power dissipation. At first, various Op-amp specifications such as slew rate, gain bandwidth, ICMR, power dissipation are assumed and then optimized aspect ratios of MOSFETs are calculated based on these specified parameters and standard equations. Using CADENCE Virtuoso we have simulated our design and checked with our specifications. Moreover, the dependence of changing $left(frac {W}{L}right)$ ratios of MOSFETs on gain to tune the gain at the time of designing Op-amp most effectively has also been investigated in this work. Finally, an analysis and simulations of high frequency square wave generation using this op-amp have been reported.
本文采用gpdk090工艺设计了一种低电压、低功耗、低偏置、速度更快的两级CMOS运算放大器,其直流增益为60.24 dB,增益带宽为51.1 MHz,相位余量为61.6°,偏置电压为8.4 mV,稳定时间为1.4 ns。我们设计的运算放大器工作在±1.8V电源电压下,功耗为1.15 mW。首先,假设各种运算放大器的规格,如摆幅率、增益带宽、ICMR、功耗,然后根据这些指定的参数和标准方程计算mosfet的优化长宽比。使用CADENCE Virtuoso,我们模拟了我们的设计并检查了我们的规格。此外,在设计运算放大器时,还研究了改变mosfet $left(frac {W}{L}right)$比率对增益的依赖关系,以最有效地调整增益。最后,对该运放产生高频方波进行了分析和仿真。
{"title":"High Gain Low Offset Faster Two Stage CMOS Op-Amp and Effects of Aspect Ratios on Gain","authors":"Md. Abdullah-Al-Kaiser, Ismat Jarin","doi":"10.1109/WIECON-ECE.2017.8468913","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468913","url":null,"abstract":"In this paper, a low voltage, low power, low offset and faster two stage CMOS operational amplifier exhibiting 60.24 dB dc gain and 51.1 MHz gain bandwidth with 61.6° phase margin, 8.4 mV offset voltage and 1.4 ns settling time using gpdk090 process is presented. Our designed Op-amp operates at ±1.8V supply voltage with 1.15 mW power dissipation. At first, various Op-amp specifications such as slew rate, gain bandwidth, ICMR, power dissipation are assumed and then optimized aspect ratios of MOSFETs are calculated based on these specified parameters and standard equations. Using CADENCE Virtuoso we have simulated our design and checked with our specifications. Moreover, the dependence of changing $left(frac {W}{L}right)$ ratios of MOSFETs on gain to tune the gain at the time of designing Op-amp most effectively has also been investigated in this work. Finally, an analysis and simulations of high frequency square wave generation using this op-amp have been reported.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"186 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127061834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Experimental Verification of Different Photovoltaic Array Configurations under Partial Shading Condition 部分遮阳条件下不同光伏阵列配置的实验验证
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468929
V. Jha, U. Triar
The goal of this paper is to compare the performances of different photovoltaic (PV) array configurations under partial shading condition (PSC) theoretically and experimentally. The theoretical comparison has been done by using MATLAB programming and for experimental comparison thirty two commercially available PV modules have been utilized. The programming and experimental results of different PV array configurations: Series (S), Parallel (P), Series-Parallel (SP), Total-Cross-Tied (TCT), Bridge-Linked (BL), Honey-Comb (HC) and hybrid configurations: Series Parallel-Total Cross Tied (SPTCT) and Bridge Linked-Total Cross Tied (BLTCT) under uniform irradiance condition (UIC) and PSC corresponding to a particular shading pattern with and without bypass diodes have been tabulated. The performances of all these configurations have been compared by employing their maximum powers, fillfactors and relative power losses for a particular shading pattern.
本文的目的是在理论和实验上比较不同光伏阵列在部分遮阳条件下的性能。利用MATLAB编程进行了理论比较,并利用32个市售光伏组件进行了实验比较。不同的光伏阵列配置:串联(S),并联(P),串联-并联(SP),全交联(TCT),桥连接(BL),蜂巢式(HC)和混合配置:串联并联-全交联(SPTCT)和桥连接-全交联(BLTCT)在均匀辐照条件下(UIC)和PSC下对应于特定遮光模式,有和没有旁路二极管的编程和实验结果已被制表。通过使用它们的最大功率,填充系数和特定遮光模式的相对功率损失,对所有这些配置的性能进行了比较。
{"title":"Experimental Verification of Different Photovoltaic Array Configurations under Partial Shading Condition","authors":"V. Jha, U. Triar","doi":"10.1109/WIECON-ECE.2017.8468929","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468929","url":null,"abstract":"The goal of this paper is to compare the performances of different photovoltaic (PV) array configurations under partial shading condition (PSC) theoretically and experimentally. The theoretical comparison has been done by using MATLAB programming and for experimental comparison thirty two commercially available PV modules have been utilized. The programming and experimental results of different PV array configurations: Series (S), Parallel (P), Series-Parallel (SP), Total-Cross-Tied (TCT), Bridge-Linked (BL), Honey-Comb (HC) and hybrid configurations: Series Parallel-Total Cross Tied (SPTCT) and Bridge Linked-Total Cross Tied (BLTCT) under uniform irradiance condition (UIC) and PSC corresponding to a particular shading pattern with and without bypass diodes have been tabulated. The performances of all these configurations have been compared by employing their maximum powers, fillfactors and relative power losses for a particular shading pattern.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121876247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Static Security Assessment of Power System Using Radial Basis Function Neural Network Module 基于径向基函数神经网络模块的电力系统静态安全评估
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468879
I. Bhatt, Astik Dhandhia, Dr. Vivek Pandya
Contingency screening and ranking method has gained importance in modern power system and plays a crucial role in its secure operation. This paper proposes Radial Basis Function Network (RBFN) to realize static security assessment of power system using regression module. Newton-Raphson Load Flow (NRLF) is used for load flow analysis and single line outages are considered for pattern generation. Composite Security Index (CSI) is calculated to assess the severity of the system, which considers the combined effect of the limit violations of bus voltages as well as power flow of the transmission lines. After training, module predicts the Composite Security Index and ranks those in descending order based on Composite Security Index. Less number of variables are selected from total variables by Single Ranking and Correlation Coefficient method. The proposed module is applied to IEEE 14, IEEE 30-bus and IEEE 57-bus standard test system, where the testing results prove its performance and robustness for static security assessment of power system. The comparison of ranking obtained by Radial Basis Function Network and the Newton-Raphson Load Flow analysis in terms of time and accuracy is presented. It is found that the proposed model is quick and accurate to predict static security assessment of power system.
事故筛选排序方法在现代电力系统中占有重要地位,对电力系统的安全运行起着至关重要的作用。本文提出径向基函数网络(RBFN),利用回归模块实现电力系统的静态安全评估。采用Newton-Raphson负荷流(NRLF)进行负荷流分析,并考虑单线中断进行模式生成。综合安全指数CSI (Composite Security Index, CSI)考虑了母线电压极限超标和输电线路潮流的综合影响,用以评价系统的严重程度。训练完成后,模块预测综合安全指数,并根据综合安全指数降序排序。采用单次排序和相关系数法从总变量中选取较少的变量。将该模块应用于IEEE 14、IEEE 30总线和IEEE 57总线标准测试系统中,测试结果证明了该模块对电力系统静态安全评估的性能和鲁棒性。比较了径向基函数网络与牛顿-拉夫逊潮流分析法在时间和精度上的排序结果。结果表明,该模型能够快速准确地预测电力系统的静态安全评估。
{"title":"Static Security Assessment of Power System Using Radial Basis Function Neural Network Module","authors":"I. Bhatt, Astik Dhandhia, Dr. Vivek Pandya","doi":"10.1109/WIECON-ECE.2017.8468879","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468879","url":null,"abstract":"Contingency screening and ranking method has gained importance in modern power system and plays a crucial role in its secure operation. This paper proposes Radial Basis Function Network (RBFN) to realize static security assessment of power system using regression module. Newton-Raphson Load Flow (NRLF) is used for load flow analysis and single line outages are considered for pattern generation. Composite Security Index (CSI) is calculated to assess the severity of the system, which considers the combined effect of the limit violations of bus voltages as well as power flow of the transmission lines. After training, module predicts the Composite Security Index and ranks those in descending order based on Composite Security Index. Less number of variables are selected from total variables by Single Ranking and Correlation Coefficient method. The proposed module is applied to IEEE 14, IEEE 30-bus and IEEE 57-bus standard test system, where the testing results prove its performance and robustness for static security assessment of power system. The comparison of ranking obtained by Radial Basis Function Network and the Newton-Raphson Load Flow analysis in terms of time and accuracy is presented. It is found that the proposed model is quick and accurate to predict static security assessment of power system.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"52 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120841374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Guiding Artificial Neural Networks Using Discriminatory Information In Hidden Layers 利用隐层判别信息引导人工神经网络
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468907
Arefeen Rahman Niloy, Farzana Afrin Taniza, Muhammad Ali, Md. Abdullah Al Mashud, Swakkhar Shatabda, C. M. Rahman
Artificial Neural Networks (ANN) are gaining much of popularity in recent years due to the advancement of fast GPU based machines and tremendous growth in data to train the networks. Traditionally back propagation algorithms are used to learn network weights that minimizes the error in the training set. Recent advances in Deep Neural Networks have shown that intermediate hidden network are able to learn structural features even from unstructured input data. In this paper, we propose a novel method to guide ANN learning algorithms using the discriminatory information available in the intermediate hidden layers of the network. For a binary classification problem, we guide the learning algorithm minimizing the discriminatory information of each individual neurons along with traditional error function. We have tested our proposed method on several standard benchmark datasets. Experimental results are promising and show significant improvement over traditional error functions.
近年来,由于基于GPU的快速机器的进步和用于训练网络的数据的巨大增长,人工神经网络(ANN)越来越受欢迎。传统的反向传播算法用于学习网络权重,使训练集中的误差最小化。深度神经网络的最新进展表明,中间隐藏网络甚至可以从非结构化输入数据中学习结构特征。在本文中,我们提出了一种新的方法,利用网络中间隐藏层中可用的判别信息来指导人工神经网络的学习算法。对于二值分类问题,我们指导学习算法在传统误差函数的基础上最小化单个神经元的区别信息。我们已经在几个标准基准数据集上测试了我们提出的方法。实验结果表明,该方法比传统的误差函数有了很大的改进。
{"title":"Guiding Artificial Neural Networks Using Discriminatory Information In Hidden Layers","authors":"Arefeen Rahman Niloy, Farzana Afrin Taniza, Muhammad Ali, Md. Abdullah Al Mashud, Swakkhar Shatabda, C. M. Rahman","doi":"10.1109/WIECON-ECE.2017.8468907","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468907","url":null,"abstract":"Artificial Neural Networks (ANN) are gaining much of popularity in recent years due to the advancement of fast GPU based machines and tremendous growth in data to train the networks. Traditionally back propagation algorithms are used to learn network weights that minimizes the error in the training set. Recent advances in Deep Neural Networks have shown that intermediate hidden network are able to learn structural features even from unstructured input data. In this paper, we propose a novel method to guide ANN learning algorithms using the discriminatory information available in the intermediate hidden layers of the network. For a binary classification problem, we guide the learning algorithm minimizing the discriminatory information of each individual neurons along with traditional error function. We have tested our proposed method on several standard benchmark datasets. Experimental results are promising and show significant improvement over traditional error functions.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134142081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Analysis of Adaline based Shunt Active Power Filter 基于Adaline的并联有源电力滤波器的比较分析
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468919
Shivangni Sharma, Vimlesh Verma
This paper presents a comparative analysis of Shunt Active Power Filter under various reference generation techniques. These techniques include classical P-Q theory, Adaline based Least Mean Square Algorithm and recently proposed Adaline based Recursive Inverse Algorithm. Adaline based methods work on the principle of Adaptive Filters. These techniques are simulated in MATLAB/SIMULINK under various loading conditions. Finally, on the basis of different performance parameters a comparison is done.
本文对并联型有源电力滤波器在各种参考发电技术下的性能进行了比较分析。这些技术包括经典的P-Q理论、基于Adaline的最小均方算法和最近提出的基于Adaline的递归逆算法。基于Adaline的方法基于自适应滤波器的原理工作。在MATLAB/SIMULINK中对这些技术进行了各种加载条件下的仿真。最后,根据不同的性能参数进行了比较。
{"title":"Comparative Analysis of Adaline based Shunt Active Power Filter","authors":"Shivangni Sharma, Vimlesh Verma","doi":"10.1109/WIECON-ECE.2017.8468919","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468919","url":null,"abstract":"This paper presents a comparative analysis of Shunt Active Power Filter under various reference generation techniques. These techniques include classical P-Q theory, Adaline based Least Mean Square Algorithm and recently proposed Adaline based Recursive Inverse Algorithm. Adaline based methods work on the principle of Adaptive Filters. These techniques are simulated in MATLAB/SIMULINK under various loading conditions. Finally, on the basis of different performance parameters a comparison is done.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132201192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Multilevel Voltage Waveform Generation Scheme with Reactive Power Compensation for PV Systems 具有无功补偿的光伏系统多电平电压波形生成方案
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468914
S. Nair, Rajeevan P.P
A scheme for generation of multilevel voltage waveform with reactive power compensation for standalone PV system is proposed in this paper. The proposed scheme is realized using two two-level, three-phase voltage source inverters feeding a transformer with open-end primary windings. In this scheme one inverter is fed by a PV source intended only for supplying active power whereas and the other inverter which supplies only reactive power is fed by a charged capacitor. The current oriented synchronous reference frame based closed loop control scheme ensures that the active power is supplied from one inverter and the reactive power from the other. The entire scheme is simulated on a MATLAB/Simulink platform. The experimental verification of the control scheme is carried out on a laboratory prototype using TMS320F28335 Digital Signal Processor.
本文提出了一种独立光伏系统多电平电压波形的无功补偿方案。所提出的方案是使用两个两电平三相电压源逆变器馈送一个具有开路一次绕组的变压器来实现的。在该方案中,一个逆变器由仅用于提供有功功率的PV源供电,而仅提供无功功率的另一个逆变器由充电电容器供电。基于电流导向同步参考框架的闭环控制方案保证了有功功率由一台逆变器提供,无功功率由另一台逆变器提供。在MATLAB/Simulink平台上对整个方案进行了仿真。利用TMS320F28335数字信号处理器在实验室样机上对控制方案进行了实验验证。
{"title":"A Multilevel Voltage Waveform Generation Scheme with Reactive Power Compensation for PV Systems","authors":"S. Nair, Rajeevan P.P","doi":"10.1109/WIECON-ECE.2017.8468914","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468914","url":null,"abstract":"A scheme for generation of multilevel voltage waveform with reactive power compensation for standalone PV system is proposed in this paper. The proposed scheme is realized using two two-level, three-phase voltage source inverters feeding a transformer with open-end primary windings. In this scheme one inverter is fed by a PV source intended only for supplying active power whereas and the other inverter which supplies only reactive power is fed by a charged capacitor. The current oriented synchronous reference frame based closed loop control scheme ensures that the active power is supplied from one inverter and the reactive power from the other. The entire scheme is simulated on a MATLAB/Simulink platform. The experimental verification of the control scheme is carried out on a laboratory prototype using TMS320F28335 Digital Signal Processor.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130151033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Calculating Optimum Angle for Solar Panels of Dhaka, Bangladesh for Capturing Maximum Irradiation 计算孟加拉达卡太阳能板捕获最大辐射的最佳角度
Pub Date : 2017-12-01 DOI: 10.1109/WIECON-ECE.2017.8468880
Rubaiyet Binte Nazmul
This paper calculates the most optimum angle for solar panel for 365 days of the year individually using geographical location of Dhaka, Bangladesh. Then it calculates total solar irradiation if any angle is kept constant for 365 days. Then it compares the outputs and determines angle for capturing maximum irradiation. Then it verifies the result with another method. The result presents optimum tilt angle for the city of Dhaka.
本文利用孟加拉国达卡的地理位置,分别计算了一年365天太阳能电池板的最佳角度。然后计算365天内任意角度保持不变的太阳总辐照度。然后比较输出并确定捕获最大辐照的角度。然后用另一个方法验证结果。计算结果为达卡市提供了最佳的倾斜角度。
{"title":"Calculating Optimum Angle for Solar Panels of Dhaka, Bangladesh for Capturing Maximum Irradiation","authors":"Rubaiyet Binte Nazmul","doi":"10.1109/WIECON-ECE.2017.8468880","DOIUrl":"https://doi.org/10.1109/WIECON-ECE.2017.8468880","url":null,"abstract":"This paper calculates the most optimum angle for solar panel for 365 days of the year individually using geographical location of Dhaka, Bangladesh. Then it calculates total solar irradiation if any angle is kept constant for 365 days. Then it compares the outputs and determines angle for capturing maximum irradiation. Then it verifies the result with another method. The result presents optimum tilt angle for the city of Dhaka.","PeriodicalId":188031,"journal":{"name":"2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133290591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
期刊
2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1