2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)最新文献

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An Optimization Framework to Implement Demand Side Management in Hybrid Buildings 混合动力建筑需求侧管理的优化框架
Mir Muntasir Hossain, Kazi Rehnuma Zafreen, T. Aziz, Md. Salehin Ferdous Kader
{"title":"An Optimization Framework to Implement Demand Side Management in Hybrid Buildings","authors":"Mir Muntasir Hossain, Kazi Rehnuma Zafreen, T. Aziz, Md. Salehin Ferdous Kader","doi":"10.1109/ICISET.2018.8745657","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745657","url":null,"abstract":"In recent times, immense research and initiatives have been carried out to transform the traditional gird into supremely efficient smart grid (SG). An essential section of SG is demand side management (DSM) that facilitates to utilize energy in a prudent way by maneuvering the loads besides following the mainstream concept of augmenting the power production capacity, and also commensurately curbs the noxious carbon dioxide and sulfur dioxide production. In this paper, the prime motive is to bring the peak to average ratio (PAR) closer to unity of a hybrid building consisting of both residential and commercial customers, which has been an emerging sector in developing countries, by implementing smart strategies of DSM. An effective algorithm based upon DSM methodologies has been formulated keeping in consideration the cardinal comfort constraints of users. The proposed algorithm's efficacy to minimize PAR of a hybrid community has been demonstrated through MATLAB simulation results. The propitious outcomes have shown that DSM strategies could be adopted for hybrid sector by the utility providers with the help of smart energy meters in future without the necessity of manual load controlling during exigencies and avoiding the most undesirable approach of load shedding.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"69 1","pages":"126-131"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88982069","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
An IoT based Interactive Speech Recognizable Robot with Distance control using Raspberry Pi 基于物联网的交互式语音识别机器人,使用树莓派进行距离控制
Saad Ahmed Rahat, Ahmed Imteaj, Tanveer Rahman
{"title":"An IoT based Interactive Speech Recognizable Robot with Distance control using Raspberry Pi","authors":"Saad Ahmed Rahat, Ahmed Imteaj, Tanveer Rahman","doi":"10.1109/ICISET.2018.8745656","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745656","url":null,"abstract":"It is not convenient to use custom controller for operating a robot car and most easy way to control a robot is definitely with voice. In this paper, we have propounded a voice recognition based system where controlling process will be very much expedient to use. In our speech recognition based Robot car, anyone can easily control the system with his voice command and can also manage the robot to cover a guesstimate distance. For recognizing the voice, we are using Python speech recognition module and the most interesting thing is that the system can be configured with approximately 119 languages without much hazard. It can handle four different basic movement commands and the key feature of this system is that, if the user wants to run the system with a certain distance, the system can recognize that also. The system can detect human existence and the human detection part is handled by the ultrasonic sensor. The robot car will be automatically stopped by sensing obstacle if anything on its way and this obstacle detection process is handled by the ultrasonic sensor. All the system is controlled from a single board computer named Raspberry Pi 3 and the voice speech is recognized using Google speech reorganization engine.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"49 1","pages":"480-485"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89048359","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: 12
Vector Space Model based Topic Retrieval from Bengali Documents 基于向量空间模型的孟加拉语文档主题检索
Topu Dash Roy, Shamima Khatun, Rubina Begum, Al Mehdi Saadat Chowdhury
{"title":"Vector Space Model based Topic Retrieval from Bengali Documents","authors":"Topu Dash Roy, Shamima Khatun, Rubina Begum, Al Mehdi Saadat Chowdhury","doi":"10.1109/ICISET.2018.8745587","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745587","url":null,"abstract":"This work attempts to find the topic of a Bengali text document based on a traditional similarity based retrieval model named Vector Space Model. This fascinating model has traditionally obtained much fame in the research community, but to the best of our knowledge, was never tried for Bengali topic retrieval. In this work, therefore, we have used four different settings of the vector space model which are TF-IDF weighting scheme with Euclidean distance, TF-IDF weighting scheme with Manhattan distance, TF-IDF weighting scheme with Cosine similarity and Improved document scoring scheme. The K-nearest neighbor algorithm is then used to retrieve the topic of a query document. For training and testing purpose, we have also created a large corpus of Bengali text documents. On this corpus, our result shows the best retrieval accuracy of 93.33%.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"1 1","pages":"60-63"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89400537","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
Paper Currency Detection System Based on Combined SURF and LBP Features 基于SURF和LBP特征结合的纸币检测系统
Prashengit Dhar, Md. Burhan Uddin Chowdhury, T. Biswas
{"title":"Paper Currency Detection System Based on Combined SURF and LBP Features","authors":"Prashengit Dhar, Md. Burhan Uddin Chowdhury, T. Biswas","doi":"10.1109/ICISET.2018.8745646","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745646","url":null,"abstract":"Currency detection falls into the field of computer vision technology. Detection of currency is a helping hand for visually impaired people. Moreover it is also useful in surveillance system. In this paper we presented a paper currency detection system which can detect paper currency from image. Detection is based on training different currencies. At first we extracted SURF and LBP features of currencies respectively. Later we combined both features. Then trained them with SVM classifier. SVM as a classifier performs very well in training image datasets. After that applying sliding window technique on input image, we detected currency from an image. In this currency detection system we focused on only paper currencies of Bangladesh. Along with currency detection, this system shows number of currencies and also the total amount of currencies exists in an image. The proposed system is able to detect paper currencies in rotated positions also and it achieves an average accuracy of 92.6% in detection.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"118 1","pages":"27-30"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87107656","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
Numerical Analysis of Wind Flow over Various Shaped Rooftop of Buildings for Renewable Energy Application in Bangladesh 孟加拉国可再生能源应用中不同形状屋顶风的数值分析
Sajid Nakvee, Ishtier Rahman
{"title":"Numerical Analysis of Wind Flow over Various Shaped Rooftop of Buildings for Renewable Energy Application in Bangladesh","authors":"Sajid Nakvee, Ishtier Rahman","doi":"10.1109/ICISET.2018.8745625","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745625","url":null,"abstract":"A numerical study has been conducted particularly graphical analysis to investigate wind flow above roof of the constructed structure of various shapes from side views such as the conventional structure, filleted corners, dome shaped, half wedges. The velocity contours and velocity profiles have been the points of observation to find out the shape having the efficacy to initiate the turbine rotation. In addition, the suitable location for mounting wind turbines has been illustrated and the desired roof shapes for future buildings are proposed to be constructed in Bangladesh. Computational results show that dome shaped roof delivers the maximum velocity among all the other shapes taken into consideration here. On the other hand, when corners are filleted the velocity has a relative increase than the conventional one. Case study shows that among all the cities Chittagong, Comilla and some certain places in Dhaka have the minimal wind speed to initiate the turbine to generate energy.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"52 1","pages":"226-230"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77193748","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
Selective Harmonic and DC Offset Elimination in Grid Connected Single Phase Inverter by Using Optimal Controller and Modified EPLL 基于最优控制器和改进EPLL的并网单相逆变器谐波和直流偏置选择性消除
Md Nazmul Islam, F. Haque, Md. Monirul Islam, Khondokar Abdullah Al Mamun
{"title":"Selective Harmonic and DC Offset Elimination in Grid Connected Single Phase Inverter by Using Optimal Controller and Modified EPLL","authors":"Md Nazmul Islam, F. Haque, Md. Monirul Islam, Khondokar Abdullah Al Mamun","doi":"10.1109/ICISET.2018.8745643","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745643","url":null,"abstract":"This paper proposed a modified Enhancement Phase Lock Loop (EPLL) and an optimal controller to efficiently operate grid-connected inverter for distributed renewable energy application. Conventionally, a basic EPLL structure is used to generate the inverter reference signal and a proportional (P) or proportional integral (PI) controller is used to meet the system specifications. In the presence of small dc offset or lower order harmonics in the grid, this EPLL cannot generate a pure sinusoidal reference signal. Furthermore, P or PI controller is not robust enough to eliminate the disturbance due to the inverter or system uncertainties. In this paper, 1) an optimal controller is designed by using linear quadratic regulation (LQR) technique based on state space approach to remove the effect of the inverter and system uncertainties; and 2) it also presents a systematic design approach of a modified EPLL to eliminate the unwanted dc offset and selective lower order harmonics from the grid. A MATLAB simulation model is developed for the proposed system to investigate the performance of the optimal controller with the modified EPLL. The proposed control system shows better performance compare to the conventional control model in the presence of various system uncertainties and lower order harmonics in the grid.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"8 6 1","pages":"184-189"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90245954","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
Detecting Abusive Comments in Discussion Threads Using Naïve Bayes 使用Naïve贝叶斯检测讨论线程中的滥用评论
M. Awal, Md Shamimur Rahman, Jakaria Rabbi
{"title":"Detecting Abusive Comments in Discussion Threads Using Naïve Bayes","authors":"M. Awal, Md Shamimur Rahman, Jakaria Rabbi","doi":"10.1109/ICISET.2018.8745565","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745565","url":null,"abstract":"Comments are supported by various websites and provide a simple approach to increment user involvement. Users can generally comment on different types of media such as: social networks, blogs, forums and news articles. As discussions increasingly move toward online forums, the issue of insulting and abusive comments is becoming prevalent. In addition, a lots of comments are available due to these social media. Hence, it is not feasible for a human moderator to check each comments one by one and flag them as abusive or not abusive. For this reason, an automated classifier which is quick and efficient is necessary to detect such type of comments. To fulfill above purpose, in this paper a Naïve Bayes classifier is designed to detect abusive comments expressed in Bangla. Using a training corpus collected from “Youtube.com”, the Naïve Bayes classifier is employed to categorize comments as abusive or not abusive. Finally, the performance is evaluated by using 10-fold cross-validation on unprocessed data.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"52 1","pages":"163-167"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91136849","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: 19
IoT Based Power Efficient Agro Field Monitoring and Irrigation Control System : An Empirical Implementation in Precision Agriculture 基于物联网的高效节能农田监测与灌溉控制系统:精准农业的经验实现
Md. Ariful Islam, Kohinur Akter, N. J. Nipu, Amlan Das, M. Mahbubur Rahman, Mohimanur Rahman
{"title":"IoT Based Power Efficient Agro Field Monitoring and Irrigation Control System : An Empirical Implementation in Precision Agriculture","authors":"Md. Ariful Islam, Kohinur Akter, N. J. Nipu, Amlan Das, M. Mahbubur Rahman, Mohimanur Rahman","doi":"10.1109/ICISET.2018.8745605","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745605","url":null,"abstract":"Internet of Things (IoT) has been flourishing the communication and networking system in recent years, while experiencing a growing phase in agricultural field. Precision agriculture requires sensor integration, automatic control, and networking and data processing capabilities. With the implementation of rapidly growing IoT, challenges of scalability and data management can be overcome. In this research, we have developed an IoT based smart monitoring system for agricultural practice including client application- web application and android application; and designed a controlling system for power efficient irrigation. We have used LoRa, wireless RF transceiver to overcome the limitations of area coverage and have enabled to established real time data communication. While our android application makes this system feasible for users. Real time data were collected deploying the system and empirical data has been included in the result section.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"44 1","pages":"372-377"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76196520","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: 17
Consumer Perception About Prepaid Energy Meter System-A Study In Khulna City 消费者对预付费电能表系统的认知——以库尔纳市为例
Tawhida Akand
{"title":"Consumer Perception About Prepaid Energy Meter System-A Study In Khulna City","authors":"Tawhida Akand","doi":"10.1109/ICISET.2018.8745649","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745649","url":null,"abstract":"This research attempts to find out the consumer's perception about prepaid energy meter in Khulna city. In this research 100 consumers of different category like domestic, commercial, small industries were selected in where prepaid meter is installed already for various period of time. This paper reveals that consumer prefer prepaid energy meter to postpaid meter & this is because of very much useful & attractive feature of it.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"22 1","pages":"19-26"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77565638","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
Comparative Analysis of Stairways Detection Based on RGB and RGB-D Image 基于RGB和RGB- d图像的楼梯检测的比较分析
Md. Khaliluzzaman, Mohammad Yakub, Niloy Chakraborty
{"title":"Comparative Analysis of Stairways Detection Based on RGB and RGB-D Image","authors":"Md. Khaliluzzaman, Mohammad Yakub, Niloy Chakraborty","doi":"10.1109/ICISET.2018.8745624","DOIUrl":"https://doi.org/10.1109/ICISET.2018.8745624","url":null,"abstract":"Stairways detection from RGB and RGB-D stair image is the challenging work in the computer vision research area. The detection system provides topnotch solution with greater portability in assisting visually impaired people and guiding the autonomous navigation system at the smart environments in the real world. In this paper, a framework is introduced to compare the stairways detection performance based on the RGB and RGB-D image. Here, the stairways candidate region is detected through the geometrical feature of a stair, i.e., stair steps are appeared in the concurrent sorted order. This feature is extracted from the concurrent parallel horizontal edges. The concurrent parallel horizontal edges are extracted from the canny edge image. For that, an edge linking and non-candidate edge elimination procedure is utilized in this work. Those are the key contributions of this paper. The stairway region of interest (ROI) is detected by aforementioned unique geometric feature of a stair and recognized the up, down, and negative stair by the support vector machine (SVM). For that, LBP and One-dimensional depth features are extracted from the RGB and RGB-D image respectively and sent to the SVM for classify. The stair images captured under different lighting conditions have been used to test the proposed framework to evaluate the resultant accuracy of the system.","PeriodicalId":6608,"journal":{"name":"2018 International Conference on Innovations in Science, Engineering and Technology (ICISET)","volume":"15 1","pages":"519-524"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72651553","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
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