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2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)最新文献

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Reduced Model Based Feedback Stabilization of Large-scale Sparse Power System Model 基于简化模型的大型稀疏电力系统模型反馈镇定
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679174
Shazzad Hasan, A. M. Fony, Mohammad Monir Uddin
{"title":"Reduced Model Based Feedback Stabilization of Large-scale Sparse Power System Model","authors":"Shazzad Hasan, A. M. Fony, Mohammad Monir Uddin","doi":"10.1109/ECACE.2019.8679174","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679174","url":null,"abstract":"Linearizing a power system model around the equilibrium point we may obtain unstable large-scale sparse differential-algebraic equations (DAEs) with index 1 form. Riccati-based feedback stabilization of such large-scale unstable system is a challenging task. This paper shows that the Riccati-based feedback stabilization matrix for the original unstable system can be computed efficiently from the reduced order state space system. For this purpose we apply the balanced truncation (BT) to the large-scale unstable index 1 DAEs for reduced-order state space model. To implement the BT, we efficiently solve two Lyapunov equations with respect to the Bernoulli stabilized system. The efficiency of the proposed technique is tested by applying to a data set of Brazilian power system model.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124632759","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
A Supervisory Control of Home Appliances using Internet of Things 基于物联网的家用电器监控
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679314
Priyo Nath Roy, Maniza Armin, S. Kamruzzaman, M. Hoque
{"title":"A Supervisory Control of Home Appliances using Internet of Things","authors":"Priyo Nath Roy, Maniza Armin, S. Kamruzzaman, M. Hoque","doi":"10.1109/ECACE.2019.8679314","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679314","url":null,"abstract":"The development of global networking system and intelligent technology have a great impact on smart devices. With the continuous and enormous development of internet, the network enabled smart devices for the development of home automation has been growing fast. Moreover, these smart devices are integrated in such a way that they can sense, monitor and control smart environment phenomena. This paper represents an integrated framework is designed and implemented for this purpose. The proposed framework is based on the development of a central server and a website. This framework is used to achieve a supervisory control for smart home. A microcontroller is used as base station for processing of all the functionality of the system integrated system. This control approach can send and receive data and instructions from environment and from the end user. Also, for the monitoring of comfortable room temperature a Fuzzy logic based intelligent decision-making algorithm is developed and implemented.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128530065","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
Predicting Electric Energy Use of a Low Energy House: A Machine Learning Approach 预测低能耗房屋的电能使用:一种机器学习方法
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679479
Risul Islam Rasel, N. Sultana, Shairin Akther, Amran Haroon
{"title":"Predicting Electric Energy Use of a Low Energy House: A Machine Learning Approach","authors":"Risul Islam Rasel, N. Sultana, Shairin Akther, Amran Haroon","doi":"10.1109/ECACE.2019.8679479","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679479","url":null,"abstract":"Electricity is one of the greatest inventions of modern science. Now-a-days, without electricity, life is unthinkable. However, the production and distribution of electricity is costly. So, it is necessary to use this facility with great care. Moreover, people in many of the countries using prepaid electric meters in their houses, offices, stores, even in factories, where they have to buy electricity in pre-paid basis. To do so, they have to estimates the future use of electricity in their vicinity. In this study, we have focused on predicting electric energy use of home appliances in a low energy consumption house. Two very popular and computationally effective machine learning algorithms, namely Support vector regression (SVR) and Artificial neural network with back-propagation (BP-ANN) are applied with cross validation approach. Principal component analysis (peA) is used to solve data dimensionality problems to analyze and select input features. In addition, F-test and correlation analysis are also done to check the dependencies of dependent variables (target label) on independent variables (predictors). Finally, the proposed model able to predict electric energy uses with more that 98% accuracy.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"188 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128188881","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
Performance Analysis of a Microstrip Patch Antenna for Biomedical Applications 生物医学微带贴片天线的性能分析
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679438
Md. Ali Akbar, Swarup Chakraborty, Akib Jayed Islam, M. Farhad, Md. Manjurul Gani
{"title":"Performance Analysis of a Microstrip Patch Antenna for Biomedical Applications","authors":"Md. Ali Akbar, Swarup Chakraborty, Akib Jayed Islam, M. Farhad, Md. Manjurul Gani","doi":"10.1109/ECACE.2019.8679438","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679438","url":null,"abstract":"A microstrip patch antenna's design and performance analysis for biomedical applications which operating at 2.45 GHz frequency range in ISM Band (2.4 GHz to 2.5 GHz) is represented in this paper. The antenna's good-looking feature is the proper thickness and suitable dimension. The special feature of this antenna is to make it perfect for On-body matched biomedical applications. FR4 material is used as the substrate to design the antenna. Individual properties of the Phantom model are perfectly maintained to get proper software simulated result. All the simulations, calculations and parameter results are fit for on-body matched conditions. To design the antenna CST Microwave Studio is used. Impressive S11of more than −50 dB for off-body and on-body as well as Specific absorption rate (SAR) of 0.0005 W/kg in on-body make the antenna compatible for biomedical application.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128192376","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
Word Sense Disambiguation of Bengali Words using FP-Growth Algorithm 基于FP-Growth算法的孟加拉语词义消歧研究
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679405
Mohammad Shibli Kaysar, Md. Asif Bin Khaled, Mahady Hasan, Mohammad Ibrahim Khan
{"title":"Word Sense Disambiguation of Bengali Words using FP-Growth Algorithm","authors":"Mohammad Shibli Kaysar, Md. Asif Bin Khaled, Mahady Hasan, Mohammad Ibrahim Khan","doi":"10.1109/ECACE.2019.8679405","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679405","url":null,"abstract":"Word Sense Disambiguation (WSD) is the task of determining the specific meaning of an ambiguous word according to the context. In the realm of natural language processing, WSD is an open problem, and its development can significantly assist in human-level machine translation. In this paper, we have proposed a system for Bengali Word Sense Disambiguation through the FP-Growth algorithm. Moreover, we have also implemented the Apriori algorithm and presented an analysis on both of them to explain how the FP-Growth algorithm outperforms the Apriori algorithm performing Bengali Word Sense Disambiguation. Furthermore, In the testing phase we have found that for 80% of the test sentences, our proposed method can retrieve the exact meaning of an ambiguous word.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128244654","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
Optimization of AlSb Solar Cell to Improve PCE 优化AlSb太阳能电池以提高PCE
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679321
Maitry Dey, R. Chakma, Mrinmoy Dey, N. K. Das
{"title":"Optimization of AlSb Solar Cell to Improve PCE","authors":"Maitry Dey, R. Chakma, Mrinmoy Dey, N. K. Das","doi":"10.1109/ECACE.2019.8679321","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679321","url":null,"abstract":"This research work investigates the new prospects in Aluminium Antimonide (AlSb) compound solar cell by numerical analysis. AISb is a material of binary compound semiconductor group with suitable electrical and optical properties to have a highly efficient and stable solar cell. In this research paper, an optimization of AISb solar cell is analyzed numerically with simulation software for the analysis of microelectronic and photonic structures named AMPS 1D. It is explored that, the cell conversion efficiency is 18.07% (Jsc = 21.342 mA/cm2, FF = 0.703, Voc = 1.20 V) with a thickness of 1 J.μm of absorber layer in AISb solar cell. The proposed cell structure is almost stable with only a small degradation in efficiency with temperature variation. The overall analytical result shows AISb solar cell as a potential candidate in uprising photovoltaic applications with better efficiency and stability.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127105445","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
Performance Analysis of Perovskite Solar Cells with Different Structures 不同结构钙钛矿太阳能电池的性能分析
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679329
P. Mondal, M. Islam, Md. Sakib Hasan Khan, Md. Reivi Kaysir
{"title":"Performance Analysis of Perovskite Solar Cells with Different Structures","authors":"P. Mondal, M. Islam, Md. Sakib Hasan Khan, Md. Reivi Kaysir","doi":"10.1109/ECACE.2019.8679329","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679329","url":null,"abstract":"Perovskite solar cells (PSCs) have recently emerged as a promising candidate for photovoltaic technology because of their potential low cost with considerable power conversion efficiency. In this paper, the performance of PCSs is investigated using a physics based analytical model considering important parameters. Two basic structures (i.e., p-i-n and n-i-p) of PSC are considered for this work to find out the optimal design parameters. The changes of the short circuit current density, open circuit voltage, efficiency along with the J-V characteristics curves for both structures of PSCs are shown here as performance indicating parameters. This analysis would help to understand the basic physical parameters responsible for increasing the efficiency of PSCs and find out their optimal design parameters.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132878761","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: 5
Feature Reduction Based on Segmented Principal Component Analysis for Hyperspectral Images Classification 基于分割主成分分析的特征约简在高光谱图像分类中的应用
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679394
Md. Rashedul Islam, Boshir Ahmed, Md. Ali Hossain
{"title":"Feature Reduction Based on Segmented Principal Component Analysis for Hyperspectral Images Classification","authors":"Md. Rashedul Islam, Boshir Ahmed, Md. Ali Hossain","doi":"10.1109/ECACE.2019.8679394","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679394","url":null,"abstract":"Subspace detection is an essential step which is used as a preprocessing for the task of hyperspectral image classification, and ground surface identification. An informative subspace can be obtained through feature extraction/feature selection or using both. This paper proposed an efficient subspace detection technique using a both segmented principal component analysis (SPCA) and normalized mutual information (NMI) measure. At first, the original dataset is partitioned into several groups using NMI measure and then perform the principal component transform (PCT) on each group. Finally, the NMI is utilized to select the most informative images to obtain a resultant subspace and this method is named as (SPCA-nMI). The proposed method is tested on two real hyperspectral images, the experimental results shows the superiority of the proposed approach and obtain 95.47% classification accuracy on dataset 1 and (99.026%) on dataset 2 which is best among the methods studied.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128993404","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: 11
Robust Face Detection Using Hybrid Skin Color Matching under Different Illuminations 不同光照下基于混合肤色匹配的鲁棒人脸检测
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679481
M. Akash, M. Akhand, N. Siddique
{"title":"Robust Face Detection Using Hybrid Skin Color Matching under Different Illuminations","authors":"M. Akash, M. Akhand, N. Siddique","doi":"10.1109/ECACE.2019.8679481","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679481","url":null,"abstract":"Recently, human skin color property incorporation is considered a way to improve face detection. There are different skin color matching techniques and each individual one is found suitable for a specific illumination condition. In this study, a robust face detection is developed considering a hybrid skin color detection method which combines complementary strength of different color detection methods. The proposed hybrid skin color detection method is tested with the most popular Haar Feature Based Face Detection (HFFD) method and identified performance on a large number of images from a benchmark face data set. From the experimental results and analysis, it is revealed that proposed face detection system improves the performance of HFFD significantly.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126718891","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
Design and Implementation of a Microcontroller Based Low Cost Computer Numerical Control (CNC) Plotter using Motor Driver Controller 基于单片机的低成本计算机数控绘图仪的设计与实现
2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) Pub Date : 2019-02-01 DOI: 10.1109/ECACE.2019.8679123
M. Hasan, Md Rokonuzzaman Khan, A. Noman, H. Rashid, N. Ahrned, S. T. Reza
{"title":"Design and Implementation of a Microcontroller Based Low Cost Computer Numerical Control (CNC) Plotter using Motor Driver Controller","authors":"M. Hasan, Md Rokonuzzaman Khan, A. Noman, H. Rashid, N. Ahrned, S. T. Reza","doi":"10.1109/ECACE.2019.8679123","DOIUrl":"https://doi.org/10.1109/ECACE.2019.8679123","url":null,"abstract":"Sketching a picture is now also belongs to technology. Computer Numerical Control or CNC Plotter sketches picture controlled by a computer. CNC plotter is a 3D controlled machine which sketches a 2D picture of an object. It is used in different industry, workshop, factory where need to sketch any complex design or need to cut different metal in precise shape. The complete system of a CNC machine is large, costly and difficult to move from one place to another. In this paper, a low-cost CNC plotter is designed to mitigate the difficulties. To design this system three axis controlling unit is needed to control X, Y and Z axis position. X and Y axis can be controlled by two stepper motor and Z axis can be controlled by servo motor. To control this machine, a computer has been used to create and load G-code which sets the coordinates of X, Y and Z axis. Arduino IDE is used as the programming software and CAMotics software is used to generate G-code. Processing software is used to process GCTRL code to Arduino. G-code can be loaded to and the three motors operate as the instruction from a processor through motor driver.","PeriodicalId":226060,"journal":{"name":"2019 International Conference on Electrical, Computer and Communication Engineering (ECCE)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126051394","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: 11
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