2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)最新文献_第2页

A Real Time Abysmal Activity Detection System Towards the Enhancement of Road Safety 一种提高道路安全的实时交通事故检测系统

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738165

Mariam Rahman, R. Rahman, Khadiza Akter Supty, Rakefa Tus Sabah, Md. Rajibul Islam, Md. Rashedul Islam, Nadeem Ahmed

{"title":"A Real Time Abysmal Activity Detection System Towards the Enhancement of Road Safety","authors":"Mariam Rahman, R. Rahman, Khadiza Akter Supty, Rakefa Tus Sabah, Md. Rajibul Islam, Md. Rashedul Islam, Nadeem Ahmed","doi":"10.1109/IRASET52964.2022.9738165","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738165","url":null,"abstract":"Nowadays, road accidents are a serious worry particularly in the developed countries where the rules and regulations are not maintained properly. The majority of traffic accidents are caused by the drivers' error or hostile behavior against the drivers inside the vehicle. In a nutshell, any type of abysmal action occurring inside the vehicle can result in a traffic accident. If these behaviors can be detected in real time, unexpected accidents can be reduced in a significant manner. Due to the increasing frequency of road accidents over the years, it has attracted the researchers' curiosity, and they are attempting to mitigate the abysmal activities inside the vehicle. In this regard, the deep learning algorithms can present a real-time abysmal activity detection system for inside use in a vehicle with the goal of reducing road accidents and thus increasing the passengers' safety. In this investigation, a dataset of abysmal activity inside a vehicle has been created, consisting of 10400 diverse photos divided into 9 classes. To the best of our knowledge, it is the largest dataset in this regard. Then, a real-time activity detection model called You Only Look Once (Yolov4) has been successfully employed, which obtained an outstanding accuracy of 99.402%.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126935821","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

Using Bayesian Ridge Regression to predict the Overall Equipment Effectiveness performance 利用贝叶斯岭回归预测设备整体效能

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738316

Mjimer Imane, Es-Saâdia Aoula, E. H. Achouyab

引用次数: 3

New approach for optimizing the yaw of a wind farm using the random algorithm 利用随机算法优化风电场偏航的新方法

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738271

Bellat Abdelouahad, K. Mansouri, Raihani Abdelhadi

{"title":"New approach for optimizing the yaw of a wind farm using the random algorithm","authors":"Bellat Abdelouahad, K. Mansouri, Raihani Abdelhadi","doi":"10.1109/IRASET52964.2022.9738271","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738271","url":null,"abstract":"Reducing wake interactions from upstream turbines is one way to improve the output of wind farms in wind farms. This can be achieved by adjusting the layout of the turbines and the yaw and pitch angles of the turbines. The direction of the wake of wind farms via the optimization of the yaw angles has received particular attention recently. Developing rapid optimization algorithms capable of identifying the right solutions in real time is one of the challenges of optimizing yaw. In this article we have devised a random search strategy to find the best yaw angles. The configuration of 39 wind turbines in a 2 km by 2 km region has been optimized in a wind farm designed diagonally to expose the maximum surface area to the wind. In order to maximize the quality of the solution while minimizing the computation costs, the algorithmic parameters have been refined. According to the results of the tests, this algorithm can systematically identify solutions close to the ideal (less than 1% of the best-known solutions) and quality solutions can be obtained with fewer iterations (less than 200). As the density of wind farms increases, the possibility of yaw optimization also increases, and good solutions are likely to be available in large numbers.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121491963","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

Benchmark of deep learning models for single image super-resolution (SISR) 单幅图像超分辨率(SISR)深度学习模型的基准

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738274

Omar Soufi, Zineb Aarab, Fatima-Zahra Belouadha

引用次数: 2

Which French speech recognition system for assistant robots? 哪个法语语音识别系统适用于助理机器人?

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9737976

Wiam Fadel, Imane Araf, T. Bouchentouf, Pierre-André Buvet, F. Bourzeix, Omar Bourja

引用次数: 1

Study and Evaluation of a hybrid architecture to optimize resources in the 5G core network 5G核心网资源优化的混合架构研究与评估

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738067

Adamou Moussa Saley, M. Ndiaye, K. Niane, A. Raimy, Papa Ndiaga Ba

{"title":"Study and Evaluation of a hybrid architecture to optimize resources in the 5G core network","authors":"Adamou Moussa Saley, M. Ndiaye, K. Niane, A. Raimy, Papa Ndiaga Ba","doi":"10.1109/IRASET52964.2022.9738067","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738067","url":null,"abstract":"Previous cellular generations have had the main objective of providing fast and reliable cellular data services to diverse network users. 5G has historically expanded this scope to offer a wide range of wireless services, delivered to the user across multiple access platforms and via multi-layer networks. As 5G offers a coherent, flexible and dynamic platform for multiple advanced technologies supporting a wide range of applications, it is of paramount importance to design and optimize a network architecture model from a QoS perspective. Thus. There are several service architectures the dedicated architecture or the shared architecture. The objective of the paper is to appreciate the best quality of service in terms of latency provided according to the type of architecture chosen. The objectives of the convergence architecture in the 5G era will be addressed in this paper, with a look at the capabilities of function reuse, resource pooling for real optimization. This research work will also allow to make a comparison with the industrial world and precisely with the telecom operators and to make technical proposals to bring an answer to the stakes that are the optimization of the costs, the quality of the experience and the quality of services to boost the innovation. to carry out the practice research, this paper uses a multi-agent system framework based on Python, the osBrain environment. Evaluating the results of the simulation, the hybrid architecture proposes more efficiency by its reliability, low latency and scalability and therefore the most optimal in terms of value creation.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130700188","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

Customer Service Enhancement in Banking Field using IoT Technologies 利用物联网技术提升银行领域客户服务

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738035

M. Ennafiri, M. E. H. Charaf, Abdessalam Ait Madi

{"title":"Customer Service Enhancement in Banking Field using IoT Technologies","authors":"M. Ennafiri, M. E. H. Charaf, Abdessalam Ait Madi","doi":"10.1109/IRASET52964.2022.9738035","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738035","url":null,"abstract":"Customer service is one of the highest priorities in the banking field. Each year, banks globally allocate approximately 20 percent of their revenues to innovate and protect their information system. During the coronavirus period, Moroccan banks have faced difficulties serving their customers, which led to the development of a bad relationship between the two sides and negatively affected the financial performance of banks. The Moroccan customers want to have 24/7 access to their banking services on their phones, on the web at home, and in physical branches. Even if digital banking applications have helped to provide options and to ease access to various banking services, many Moroccans who are less technologically engaged prefer in-person banking at the agency, which sometimes leads to overcrowded agencies. It has become necessary for the banks to propose new solutions to serve their customers while reducing the risk of covid-19 virus transmission. In this paper, we will present a solution based on the Internet of Things (IoT) technology in order to gain customer satisfaction by minimizing long wait times, reducing the number of people at the agency, reducing close interactions while managing a safe, smooth, and effective customer service.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115540173","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

Localization based on DGPS for Autonomous Robots in Precision Agriculture 基于DGPS的精准农业自主机器人定位

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9737758

El Farnane Abdelhafid, Y. M. Abdelkader, Mouhsen Ahmed, El Hafiane Doha, El Khalidi Oumayma, El Aissaoui Abdellah

引用次数: 2

Quantification of clay minerals from Meknes: Theory and application 梅克内斯黏土矿物的定量:理论与应用

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9737967

Mohammed Belghazdis, El-Kaber HACHEM, H. Benmoussa

{"title":"Quantification of clay minerals from Meknes: Theory and application","authors":"Mohammed Belghazdis, El-Kaber HACHEM, H. Benmoussa","doi":"10.1109/IRASET52964.2022.9737967","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9737967","url":null,"abstract":"A great number of fields are concerned with the determination of the quantity of clay minerals present in the soil and the rocks rich in clay, but this will run up against the difficulty of the operation and the lack of interesting research in the field. This difficulty is mainly due to the unique structure as well as the very variable chemical composition characterizing the clay minerals. In this review, we have discussed the most important mineral quantification techniques available, with a discussion of their advantages and disadvantages. The emphasis was put on the techniques based on X-ray diffraction (XRD), because they are the best known and most accurate and have been considerably improved in recent years following the development of specific computer processing systems. We are interested in single peak techniques (Mineral Intensity Factor (MIF), Reference Intensity Ratio (RIR)), and those based on the full pattern (Rietveld, full pattern summation). After that, we applied the XRD technique and the XRF technique for the quantification of the natural clay from Meknes. The results of quantification by XRD of the minerals constituting the natural clay from Meknes, show the dominance of quartz (66.83%), followed by an important quantity of illite (15.8%), then kaolinite (9.1%) and finally smectite (8.26%). While the results obtained by XRF application show that kaolinite is present with a small percentage (0.08%). The percentage of illite, smectite and quartz are, respectively, (26.32%), (5.04) et (68.56%).","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114633244","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

Performance of Modular Multilevel Converter under LS-PWM and NLC Modulation LS-PWM和NLC调制下模块化多电平变换器的性能研究

2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9737889

Mbarek Outazkrit, Faicel El Aamri, Essaid Jaoide, A. Mouhsen, A. Radouane

引用次数: 1