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2019 International Conference of Computer Science and Renewable Energies (ICCSRE)最新文献

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An evaluation of learner clustering based on learning styles in MOOC course 基于学习风格的MOOC课程学习者聚类评价
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807503
Ali El Mezouary, Brahim Hmedna, Omar Baz
{"title":"An evaluation of learner clustering based on learning styles in MOOC course","authors":"Ali El Mezouary, Brahim Hmedna, Omar Baz","doi":"10.1109/ICCSRE.2019.8807503","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807503","url":null,"abstract":"This article presents an approach for the automatic detection of learners' learning styles from their traces when they interact with a MOOC environment. The approach in question has been evaluated in particular to identify learners' learning styles associated with the active/reflective dimension, with reference to the Felder-Silverman model (FSLSM), which is one of the most popular models in the learning technology.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116466457","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
Markov Decision Processes with Discounted Cost: The action elimination procedures 具有贴现成本的马尔可夫决策过程:行动消除过程
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807578
Abdellatif Semmouri, M. Jourhmane
{"title":"Markov Decision Processes with Discounted Cost: The action elimination procedures","authors":"Abdellatif Semmouri, M. Jourhmane","doi":"10.1109/ICCSRE.2019.8807578","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807578","url":null,"abstract":"Several accelerating procedures are developed for solving discounted Markov decisions processes problems. The most of them are focused on discounted reward by finding lower and upper bounds for the optimal value function. In the same framework, interested authors proposed some tests to eliminate non-optimal action in order to reduce de computational complexity.In this paper, we will present a new suboptimal test for the standard value iteration algorithm to minimize the discounted cost. This criterion has many applications areas like Economics and Management, Financial Modeling, Artificial Intelligence","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115250142","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
Industrial Automation PLC-based modeling and diode ideality factor impact on PV characteristics 基于工业自动化plc的建模及二极管理想性因素对PV特性的影响
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807632
Youness Ouberri, H. Yatimi, E. Aroudam
{"title":"Industrial Automation PLC-based modeling and diode ideality factor impact on PV characteristics","authors":"Youness Ouberri, H. Yatimi, E. Aroudam","doi":"10.1109/ICCSRE.2019.8807632","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807632","url":null,"abstract":"This paper proposes a novel modeling approach of photovoltaic (PV) module using SIEMENS industrial automation PLC S7-300. The main contribution of this work is the modeling of PV module using the automation PLC and the study of the impact of the diode ideality factor variation on the PV module characteristics. To validate the accuracy of the proposed approach, the datasheet’s I-V curves for several irradiation levels at 25°C of a multi-crystalline PV module will be compared to the simulated I-V and P-V curves obtained by SIEMENS WinCC flexible.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124270486","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
Locker Security System Using Keypad and RFID 使用键盘和RFID的储物柜安全系统
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807588
S. Mohammed, Abdul Hakim Alkeelani
{"title":"Locker Security System Using Keypad and RFID","authors":"S. Mohammed, Abdul Hakim Alkeelani","doi":"10.1109/ICCSRE.2019.8807588","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807588","url":null,"abstract":"the main purpose of this paper is to design and implement a system based on a Password and a Radio-Frequency Identification RFID. This system is basically a password and an RFID based access-control system which permits only an authentic person to unlock. For doing this, the system will activate and authenticate the user. We have applied a security system via a passive type of RFID and a PASSWORD based on Atmega16 microcontroller. The RFID reader reads the ID number form RFID tag. Then enter the password from a Keypad, if the ID number of the tag and the password are correct, then the will unlock. The aim of constructing this system is to put in place a formidable locker security system with low cost and free of errors.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"219 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124322585","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
The role of big data in a connected environment Case study: smart city 案例研究:智慧城市
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807501
Sara Ftaimi, Tomader Mazeri
{"title":"The role of big data in a connected environment Case study: smart city","authors":"Sara Ftaimi, Tomader Mazeri","doi":"10.1109/ICCSRE.2019.8807501","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807501","url":null,"abstract":"Recently data have been growing in an exponential way due to the evolution of technology and the emergence of internet. The apparition of 5G in 2020 will extremely increase the rate of data growth. Moreover the analytics of big data will be necessary, the results of big data analysis might be employed in different aspects of our daily lives and make it much easier. Understanding the data generated by sensors or mobile phones will help to know better citizens behavior, in order to develop a range of useful applications that can facilitate the individual’s life in the community. This paper discusses the different types of data collected in a smart city managed by mobile networking it will put the light on the data classifications in mobile networking and will identify priority data.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123395177","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
Numerical and Mathematical Simulation of the Energy Efficiency of Traditional Buildings for Thermal Comfort 传统建筑热舒适能效的数值与数学模拟
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807777
M. SAIDI HASSANI ALAOUI, Kamal Guraoui, Y. Belkassmi
{"title":"Numerical and Mathematical Simulation of the Energy Efficiency of Traditional Buildings for Thermal Comfort","authors":"M. SAIDI HASSANI ALAOUI, Kamal Guraoui, Y. Belkassmi","doi":"10.1109/ICCSRE.2019.8807777","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807777","url":null,"abstract":"The present work consists of a mathematical and numerical study of the energy efficiency case of a traditional courtyard house model. The thermal behavior of the rooms surrounding this courtyard is analyzed in a temperate climate using a passive building design. The model governing this study is the equation of continuity, momentum and energy. Generally, the system of equation does not accept an analytical solution, the resolution it is done with a numerical method chosen one proposes the method of the finite differences, which gives a perfect resolution for the algebraic system by means of the method of Gauss Seidel. This model has carried out different thermal simulations using different parameters to improve the indoor climate in summer and winter in perfect agreement with those obtained by other authors.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131139608","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
Modeling and Electrical Parameters Extracting of Polymer Solar Cells 聚合物太阳能电池建模与电参数提取
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807750
E. Chahid, A. Malaoui, A. Koumina, S. Belaaouad
{"title":"Modeling and Electrical Parameters Extracting of Polymer Solar Cells","authors":"E. Chahid, A. Malaoui, A. Koumina, S. Belaaouad","doi":"10.1109/ICCSRE.2019.8807750","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807750","url":null,"abstract":"The Polymer Solar Cells (PSCs) have gained increasing interest in the past few years as a possible alternative to silicon cells and could provide many advantages as a flexibility and low cost... The functioning of PSCs depends heavily on intrinsic electrical parameters through the knowledge of the influence of each parameter on the I-V characteristic of the cell. In this work, we determine the PSC’s electrical parameters of the poly(3-hexylthiophene) (P3HT) and [6,6]-phenyl-C61-butyric acid methyl ester (PCBM). This identification is based on the experimental current- voltage characteristic using a single diode model. The Least Square Method (LSM) combined with Levenberg Marquardt’s algorithm are proposed to identify these electrical parameters. The obtained results indicate the importance of the proposed method and a high accuracy of the estimated parameters compared with the previous conducting studies.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129777430","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
Trends in deep convolutional neural Networks architectures: a review 深度卷积神经网络架构的发展趋势:综述
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807741
Azeddine Elhassouny, F. Smarandache
{"title":"Trends in deep convolutional neural Networks architectures: a review","authors":"Azeddine Elhassouny, F. Smarandache","doi":"10.1109/ICCSRE.2019.8807741","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807741","url":null,"abstract":"Deep convolutional Neural networks(CNN) has recognized much advances in recent years. Many CNN models have been proposed in few years ago which focused by first on improving accuracy, next minimize number of parameters using squeeze architecture, then CNN model adapted for embedded and mobile systems. But face the huge applications of CNN in computer vision, few papers discuss what is the theory behind building CNN models combining some components. In this paper, we present a survey of recent advances in CNN architecture design taking into account the three periods listed above.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115426082","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: 34
Ten Minutes Solar Irradiation Forecasting on Inclined Plane using Evolutionary Product Unit Neural Networks 基于进化积单位神经网络的斜面十分钟太阳辐射预报
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807613
Billel Amiri, A. Gómez-Orellana, Pedro Antonio Gutiérrez, R. Dizène, C. Hervás‐Martínez, Dahmani Kahina
{"title":"Ten Minutes Solar Irradiation Forecasting on Inclined Plane using Evolutionary Product Unit Neural Networks","authors":"Billel Amiri, A. Gómez-Orellana, Pedro Antonio Gutiérrez, R. Dizène, C. Hervás‐Martínez, Dahmani Kahina","doi":"10.1109/ICCSRE.2019.8807613","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807613","url":null,"abstract":"This work applies evolutionary product unit neural networks (EPUNNs) to estimate global inclined irradiation at real time and predict it 10 minutes in advance. Both tasks are accomplished simultaneously, by using one single model with two outputs. One advantage of our approach is that the predictions of inclined irradiation are obtained without the need of a series of historical data. In this way, the model only considers one measured input variable, which is the horizontal global irradiation at the previous instant. Besides, the evolutionary algorithm used to optimize the network allows us to obtain the best adapted topology of the model with respect to the number of hidden neurons and synaptic connections. Very promising results are obtained, where the inclined irradiation Iβ(t) is estimated with an accuracy of 5.10% of nRMSE, while it is predicted 10 minutes in advance with an accuracy of 16.97%.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115502404","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
Observer Design for Simultaneous State and Fault Estimation for a Class of Implicit Linear Models 一类隐式线性模型同时状态和故障估计的观测器设计
2019 International Conference of Computer Science and Renewable Energies (ICCSRE) Pub Date : 2019-07-01 DOI: 10.1109/ICCSRE.2019.8807633
Kaoutar Ouarid, A. El Assoudi, J. Soulami, E. H. El Yaagoubi
{"title":"Observer Design for Simultaneous State and Fault Estimation for a Class of Implicit Linear Models","authors":"Kaoutar Ouarid, A. El Assoudi, J. Soulami, E. H. El Yaagoubi","doi":"10.1109/ICCSRE.2019.8807633","DOIUrl":"https://doi.org/10.1109/ICCSRE.2019.8807633","url":null,"abstract":"A new observer design in explicit structure for a class of implicit linear models (ILMs) in presence of actuator and sensor faults is given in this paper. First, the study is based on the second equivalent form of an implicit model [1] where the differential equations are completely separated of the algebraic equations. Next, the observer is designed to estimate simultaneously the unknown states, the actuator faults and the sensor faults. The condition of exponential stability is given in term of linear matrix inequality (LMI) by using the Lyapunov theory. Finally, an application to an ILM of a heat exchanger process is presented to illustrate the performance of the proposed method.","PeriodicalId":360150,"journal":{"name":"2019 International Conference of Computer Science and Renewable Energies (ICCSRE)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121905945","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
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