2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)最新文献_第6页

Vibration Modeling Of A Bimorph Functional Graded Piezoelectric Energy Harvester Based On The Timoshenko Beam Theory 基于Timoshenko梁理论的双晶型功能梯度压电能量采集器振动建模

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153021

Laasri Imane, Belfallah Kawtar, Fouaidi Mustapha, Jamala Mohammad

{"title":"Vibration Modeling Of A Bimorph Functional Graded Piezoelectric Energy Harvester Based On The Timoshenko Beam Theory","authors":"Laasri Imane, Belfallah Kawtar, Fouaidi Mustapha, Jamala Mohammad","doi":"10.1109/IRASET57153.2023.10153021","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10153021","url":null,"abstract":"The goal of this work is the modelization of a clamped-free bimorph Functionally Graded Piezoelectric Energy Harvester (FGPEH) subjected to an electrical voltage. The FGPEH is composed of a mixture of two different materials: ceramic alumina and of aluminum sandwiched by two identical piezoelectric layers. These two layers represent piezoelectric actuators, which are symmetrically and perfectly bonded to the top and bottom surfaces of the FGM substrate layer. The FGPEH is modeled by a rectangular Timoshenko beam considering the physical axis instead of the neutral axis. The position of the physical axis has been determined. Only geometric and material linearities are considered in this study. Power law relations are used to obtain the constituent effective material properties. The lagrangian formalism is adopted to establish the free vibration governing equations of the functionally graded piezoelectric beam. The eigenfrequencies and eigenmodes of the bimorph functionally graded piezoelectric beam are computed analytically. This study showed that there is a critical frequency that delimits two distinct vibratory behaviors. For frequencies below (resp above) the critical frequency there is a generation of two (resp four) traveling waves. The effects of pulsation, volume fraction index, and location of the physical axis on the eigenmodes are also examined.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127880366","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

Healthcare Embedded System for Predicting Parkinson's Disease Based on AI of Things 基于物联网人工智能的帕金森病预测医疗嵌入式系统

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153040

Shawki Saleh, B. Cherradi, Sara Laghmati, O. E. Gannour, S. Hamida, O. Bouattane

{"title":"Healthcare Embedded System for Predicting Parkinson's Disease Based on AI of Things","authors":"Shawki Saleh, B. Cherradi, Sara Laghmati, O. E. Gannour, S. Hamida, O. Bouattane","doi":"10.1109/IRASET57153.2023.10153040","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10153040","url":null,"abstract":"This study aims to build a healthcare-embedded system based on the Artificial Intelligence of Things (AIoT) to predict people affected by Parkinson's Disease (PD) via vocal disorders either locally or remotely. This system has been created based on several techniques of artificial intelligence such as dataset analysis, selection of classifiers and searching for the optimal hyperparameters that provide good performance without affecting the classifier's performance and the speed of classification. Also., this system is designed to be able to record audio, analyze sound signals and extract features based on several signal analysis libraries and artificial intelligence algorithms. We employed many intermediate libraries between the system, servers and the user to facilitate utilization of the system, to make it able to work anytime and anywhere in the world and to provide insight into the contribution of embedded systems based on AIoT for enhancing the quality of medical services. Furthermore, performance evaluation techniques have been used to estimate the accuracy., sensitivity., precision and area under the curve for several classifiers, and we selected the best classifiers to create an ensemble voting classifier that is the Kernel of our embedded system and it has an accuracy of 95.3%.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128978516","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 Monocrystalline PV Module Under the Effect of Moroccan Arid Climatic Conditions 摩洛哥干旱气候条件下单晶光伏组件性能分析

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152959

Mohamed Ahliouati, R. Otmani, K. Kandoussi

{"title":"Performance Analysis of Monocrystalline PV Module Under the Effect of Moroccan Arid Climatic Conditions","authors":"Mohamed Ahliouati, R. Otmani, K. Kandoussi","doi":"10.1109/IRASET57153.2023.10152959","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152959","url":null,"abstract":"The amount of solar energy that the Earth receives is very abundant, in addition, one hour of sunlight is capable of meeting a large part of the energy needs of the world as a whole. The main objective of this study is to perform an accurate energy analysis for a PV system in a Moroccan region characterized by arid climatic conditions, by introducing a detailed energy evaluation adapted to the studied system. The energy analysis performed in this work is focused on the implementation of a thermal balance that includes the different components that constitute the considered PV module. A comparative study between two typical days was conducted for a site that is situated in the Errachidia area of Morocco. A mathematical method using the heat balance and the different climatic parameters was applied for a winter day and a summer day which are examined in this work. The effect of the meteorological parameters that define each testing day on the energy performance of the PV module has been studied. The obtained results indicate that the electrical efficiency and electrical power take daily averages that reach: 12.55%, 55.42 W and 11.24%, 49.89 W for the tested winter and summer days, respectively.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114432808","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

Design of a six-layer data architecture based on OT/IT convergence in the context of Industry 4.0 工业4.0背景下基于OT/IT融合的六层数据架构设计

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152971

Kossai Fakir, C. Ennawaoui, M. El Mouden

{"title":"Design of a six-layer data architecture based on OT/IT convergence in the context of Industry 4.0","authors":"Kossai Fakir, C. Ennawaoui, M. El Mouden","doi":"10.1109/IRASET57153.2023.10152971","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152971","url":null,"abstract":"To support digital transition of industrial companies, it is imperative to prepare a strong technical infrastructure to implement cyber-physical systems, that should be a corner stone to build smart factory models. Our article has the target of proposing a key element of this imperative, by elaborating a data-driven architecture relying on automation of production lines, given that data should be placed at the center of digital manufacturing. Furthermore, the advent of Industry 4.0 technologies has imposed their integration into any modern architecture model, thanks to their ability to enhance the properties of real-time, mobility and connectivity. Thus, we have ensured that our multi-layer proposed model be hybrid in nature, combining both traditional technologies and those of Industry 4.0 generation, so that could serve digital mutations progressively, Also, the suggestion of this work has been fortified by resilient measures to face some serious challenges, such as: cybersecurity threats, agility in implementation, energy saving and investment optimization.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125333897","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

Emotion and Movement Analysis Study from Asian and European Facial Expressions 亚洲和欧洲人面部表情的情绪和运动分析研究

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152995

Berk Kayı, Zeynep Erbaşı, Samet Özmen, Ajla Kulaglic

{"title":"Emotion and Movement Analysis Study from Asian and European Facial Expressions","authors":"Berk Kayı, Zeynep Erbaşı, Samet Özmen, Ajla Kulaglic","doi":"10.1109/IRASET57153.2023.10152995","DOIUrl":"https://doi.org/10.1109/IRASET57153.2023.10152995","url":null,"abstract":"The proposed work is done incollaboration with the different partners under the EUREKA project in order todevelop a 360-degree behavioral assessment product that enables theidentification, extraction and evaluation of facial expression and gesturalbehaviors through the recognition of human emotions via video recordings. Thecollected videos are preprocessed and transformed into frames from whichethnicity of person is determined. Based on the ethnicity two different machinelearning algorithms are applied for detecting the dominant emotion in video.The models use pre-trained model trained using benchmark data sets, FER-2013and CK+; and images collected by Google search and videos collected during themeetings and presentations are used to improve the accuracy of pre-trainedmodels. More than 292680 images and 60 videos are used for training and testingperformances. The Residual Masking Network and CNN architectures are used aspre-trained models. The accuracy of proposed solutions is 75.2% for Asianpersons and 86.6% for Caucasian persons. Implementing the proposed solutioninto real sector and collecting the more data the accuracy will be improved.","PeriodicalId":228989,"journal":{"name":"2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126645535","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

Design and Economic Analysis of a Stand-alone microgrid system using Dandelion Optimizer - A rural case in Southwest Morocco 使用蒲公英优化器的独立微电网系统的设计和经济分析-摩洛哥西南部农村案例

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152945

Anas Bouaouda, Y. Sayouti

引用次数: 0

Event-Driven Platform for Machine Vision Component Integration with Operation Center 基于事件驱动的机器视觉组件与操作中心集成平台

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153041

Evgeniya Tsybulko, Konstantin Zhigunov, Aleksandr Khelvas, Aleksandr Bugaev, T. Afanasenko, Shamil Gadzhimirzaev

引用次数: 0

Application for Control and Monitoring of Grow Beds Using IoT 利用物联网控制和监测种植床的应用

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152993

David-Nicolas Paez-Quinde, Sebastian Chipugsi, Mario Miranda, José Varela-Aldás

引用次数: 0

An Ex Post Facto Study of Global Crisis Impact on Supply Chain Performance: Case of the Automotive Sector 全球危机对供应链绩效影响的事后研究:以汽车行业为例

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10153004

Abdellah Bais, K. Amechnoue

引用次数: 0

Improved Performance for Wireless Power Rectifying System at 5.8 GHz 改进的5.8 GHz无线电源整流系统性能

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2023-05-18 DOI: 10.1109/IRASET57153.2023.10152998

Ilham Salhane, M. Rifi, H. Terchoune, Soumaya Elmorabeti

引用次数: 0