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

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Modelling the design of the reverse logistics network for metal waste 金属废弃物逆向物流网络的建模设计
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9737793
Jihad El Boudali, K. Mansouri, M. Qbadou
{"title":"Modelling the design of the reverse logistics network for metal waste","authors":"Jihad El Boudali, K. Mansouri, M. Qbadou","doi":"10.1109/IRASET52964.2022.9737793","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9737793","url":null,"abstract":"Waste management and processing is a global preoccupation. Everyone seeks to save the consumption of natural resources through the recovery and reuse of waste. The study of waste flows is among the current research topics in reverse logistics. One of the problems of implementing reverse logistics is the high cost of flow. Metal scrap comes mainly from industry, they are qualified as hazardous industrial waste requiring special treatment. In this article, we propose a linear programming model to optimize the processing flow of metal waste. The objective is to determine the efficient route of the reverse logistics which will allow to minimize the total cost of the operation of recycling of metals due to capacity constraints imposed. This cost is the sum of the transport and processing costs throughout the reverse chain.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"43 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114094875","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
A Deep Neural Network for Detecting the Severity Level of Diabetic Retinopathy from Retinography Images 基于深度神经网络的糖尿病视网膜病变视网膜造影图像严重程度检测
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738202
Aziza El Bakali Kassimi, Mohammed Madiafi, Ayoub Kammour, A. Bouroumi
{"title":"A Deep Neural Network for Detecting the Severity Level of Diabetic Retinopathy from Retinography Images","authors":"Aziza El Bakali Kassimi, Mohammed Madiafi, Ayoub Kammour, A. Bouroumi","doi":"10.1109/IRASET52964.2022.9738202","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738202","url":null,"abstract":"We propose a deep neural network for detecting the severity levels of diabetic retinopathy disease by analyzing high-resolution retinography images. The architecture of this network is heuristically constructed starting with the simplest possible structure with no hidden layers, and progressively improving it by adding three types of hidden layers: fully connected, convolutional, and pooling layers. The training, validation, and generalization test of this architecture were performed on a real-world, open-access, and BSD-licensed dataset containing 3662 high-resolution color images, 72% of which were used to train the model while 20% were reserved for the validation process, and 8% for the generalization test on unseen images. The experimental results show that the proposed network yields excellent results in detecting the presence or the absence of the disease, and very good and promising results in distinguishing between its different levels of severity.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"34 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":"125327760","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
A Named Data Networking Stack for Contiki NG OS 面向Contiki NG操作系统的命名数据网络堆栈
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738034
Sedat Bilgili, A. K. Demir
{"title":"A Named Data Networking Stack for Contiki NG OS","authors":"Sedat Bilgili, A. K. Demir","doi":"10.1109/IRASET52964.2022.9738034","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738034","url":null,"abstract":"The current Internet has become the dominant use with continuing growth in the home, medical, health, smart cities, and industrial automation applications which are enabled by smart objects (constrained devices). These devices sense, gather and actuate information in their deployed environment. This concept is called as Internet of Things (IoT). In other words, IoT phenomenon is an emerging technology enabling such applications in our lives. IoT is regarded as a fourth industrial revolution because of it extensive coverage of services and applications. Intrinsically, Internet architecture and protocols has become a natural approach to apply to IoT design. However, despite the success of the Internet architecture and protocols, recent research has been reporting the deficiencies of this approach. IoT-based applications demand content oriented services. However, Internet design is host-centric. This architectural departure has led the researches into design of Future Internet Architectures (FIAs). Among them, Named data Networking (NDN) is also emerging as a promising FIA where it fits the communication needs of IoT networks typically. As a result, NDN architecture and protocols are considered to be implemented for IoT devices. Nevertheless, there are only a few implementation exists currently. Because of all of these reasons, we have aimed to provide design and implementation detail of a light-weight NDN protocol stack, called as $mu text{NDN}$, running on Contiki Operating System (OS) for constrained IoT devices. Contiki is an OS that is developed for constrained IoT devices. In this study, an NDN protocol stack that can work on top of IEEE 802.15.4 link and physical layers has been developed and presented. As far as we know, there is no any fully-functional open source NDN implementation in Contiki OS.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"16 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":"125340798","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
Realtime Object Detection of Pantry Objects Using YOLOv5 Transfer Learning in Varying Lighting and Orientation 基于YOLOv5迁移学习的食品储藏室物体实时检测
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738370
Lalainne Anne J. Abel, Toni Ceciro N. Oconer, J. D. dela Cruz
{"title":"Realtime Object Detection of Pantry Objects Using YOLOv5 Transfer Learning in Varying Lighting and Orientation","authors":"Lalainne Anne J. Abel, Toni Ceciro N. Oconer, J. D. dela Cruz","doi":"10.1109/IRASET52964.2022.9738370","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738370","url":null,"abstract":"This paper describes the use of YOLOv5 transfer learning from the COCO dataset to train and deploy a custom model to detect select pantry objects in various lighting and orientations using an original custom dataset with applied brightness and saturation augmentations. The results show that the trained model using the custom dataset obtained an mAP(0.5) of 0.9948 at 87 epochs of training and an accuracy of 100% detections and 95% average confidence level for the Koko Krunch set and an accuracy of 100% detections and 91% average confidence level for the Lady's Choice Mayonnaise set during validation.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"171 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":"125990798","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
Smart Walker Design for Clinical Rehabilitation 临床康复的智能助行器设计
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738158
Ben Naets, E. De wachter, Rik Lambrechts, J. Vaneyghen, M. Fobelets, C. Middag, Ruben Debeuf, E. Swinnen, B. Minnaert
{"title":"Smart Walker Design for Clinical Rehabilitation","authors":"Ben Naets, E. De wachter, Rik Lambrechts, J. Vaneyghen, M. Fobelets, C. Middag, Ruben Debeuf, E. Swinnen, B. Minnaert","doi":"10.1109/IRASET52964.2022.9738158","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738158","url":null,"abstract":"Walkers increase the ability to walk independently and safely but can - when used incorrectly - lead to dangerous situations and injuries. Therefore, it is important that during the rehabilitation injured and/or elderly people learn how to walk with a walker. Currently, patients are dependent of their healthcare professionals to assist them and correct their gait pattern if needed, which limits them in when and where they can train walking. In view of this problem, a smart walker was designed which assists the patient by monitoring feet placement and alerting when incorrect usage is detected. In this way, the patient can train independently. This work describes the design of the smart walker, consisting out of a depth camera, RGB cameras and ultrasonic sensors. These sensors serve as input for a computer model which returns audiovisual feedback to the user.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"22 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":"123581236","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
Current Research Trends in Fake News Areas: A Systematic Mapping Study 当前假新闻领域的研究趋势:系统的地图研究
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9737869
Ennaouri Mohammed, Zellou Ahmed
{"title":"Current Research Trends in Fake News Areas: A Systematic Mapping Study","authors":"Ennaouri Mohammed, Zellou Ahmed","doi":"10.1109/IRASET52964.2022.9737869","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9737869","url":null,"abstract":"Nowadays, online news plays an important role in people's decisions and behaviors. Some of this news shared on the web may contain deceptive in-formation to mislead those peoples which may cause uncertainty and confusion such in election choices and purchasing decision. Thereafter, fake news is becoming a trending area of research. However, fake news can be differentiated into several subcategories, such as fake reviews, Propaganda, Ru-mor, spams etc. In this paper, fake news studies are analyzed and classified based on their focus areas, this helps to understand that which fake news areas have higher concentrations of research efforts and which area requires the research attention. The systematic study is conducted by planning the mapping protocol defining the search process that planned to be executed using set of inclusion and exclusion criteria on two bibliographic databases (Scopus and IEEE explore) which aims to include relevant papers related to our work in order to identify what the research trends in fake news are.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"18 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":"130586303","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
Statistical study of environmental practices in Moroccan industrial SMEs Case of the city of Kenitra 摩洛哥工业中小企业环境实践的统计研究——以肯尼特拉市为例
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738403
Keltoum Rahali, Noura Ettahir, B. Rajib, A. Elouali, Mustapha Kouzer, Mhamed Chebri
{"title":"Statistical study of environmental practices in Moroccan industrial SMEs Case of the city of Kenitra","authors":"Keltoum Rahali, Noura Ettahir, B. Rajib, A. Elouali, Mustapha Kouzer, Mhamed Chebri","doi":"10.1109/IRASET52964.2022.9738403","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738403","url":null,"abstract":"What about sustainable development, environmental practices and the Moroccan SME? The objective of this communication is to bring out the real practices of sustainable development in the SME and this in terms of means mobilized in the realization of the environmental dimension, indeed, the SME being in an era where the environmental constraints do not cease complicating with the sides, especially, of the large structures. The investigation is carried out with the SME of the city of Kenitra because of the importance that requires this city in terms of area and economic contribution to the scale of the region which is 13.6% of jobs generated by the SME according to the HCP (2018). The results obtained show that in parallel with the economic and social concern, the Moroccan SME must integrate the different environmental practices in its managerial vision. This work shows the environmental practices that the Moroccan SME is unfortunately lacking as well as those that we find practiced within this structure.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"11 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":"121092872","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
Physical Distancing Monitoring Application with Zone-Based Calibration through YOLOv4 Model 基于YOLOv4模型的区域标定物理距离监测应用
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738068
Jan Kristof Lopez, Kim Andre Macaraeg, C. Paglinawan
{"title":"Physical Distancing Monitoring Application with Zone-Based Calibration through YOLOv4 Model","authors":"Jan Kristof Lopez, Kim Andre Macaraeg, C. Paglinawan","doi":"10.1109/IRASET52964.2022.9738068","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738068","url":null,"abstract":"Physical Distancing is one of the minimum health protocols where two persons should be at least 1.5 meters apart to lessen the risk of transmission of COVID-19. The study aims to design a real-time monitoring system that detects violations on physical Distancing by applying the You Only Look Once version 4 computer vision model. The program detects the pairwise distance between two persons in a frame and indicates whether they comply with the minimum 1.5 distance between persons. The video frame comprises zone 1 being the farthest from the camera, zone 2, and zone 3 being the nearest from the camera. The program calculates the Euclidean distance between persons and generates a pixel value converted to a metric value by a scale multiplier. The scaling multiplier varies depending on the zone at which the location of the detected person is. The mean absolute error of the distance predicted by the program is at 7.8 centimeters, 5.73 centimeters, and 5.21 centimeters at zones 1, 2, and 3, respectively. The physical distancing detector achieved 95.84% accuracy and 97.08% precision upon evaluating through the confusion matrix.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"1 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":"132437636","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
Experimental Validation of a New Power Chain for Electric Vehicles 新型电动汽车动力链的实验验证
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738094
Mohammed Zerdani, SidAhmed ElMehdi Ardjoun, H. Chafouk, M. Denai
{"title":"Experimental Validation of a New Power Chain for Electric Vehicles","authors":"Mohammed Zerdani, SidAhmed ElMehdi Ardjoun, H. Chafouk, M. Denai","doi":"10.1109/IRASET52964.2022.9738094","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738094","url":null,"abstract":"Currently, electric vehicles (EVs) present a promising solution to environmental and energy challenges. But their conventional power chain still has limitations on their performance. This paper proposes a new structure based on an open-end winding induction motor fed by a dual inverter. The aim of this work is to develop a reliable mathematical model of the new power chain and its control strategy in MATLAB/Simulink and carry out an experimental validation of this structure on a laboratory set-up using the dSPACE 1104 board. The simulation and experimental results obtained demonstrate the reliability of the model and the effectiveness of the proposed control strategy.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"445 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":"134521525","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
Miniaturization Trends in Substrate Integrated Waveguide for Microwave Communication Systems 微波通信系统中衬底集成波导的小型化趋势
2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Pub Date : 2022-03-03 DOI: 10.1109/IRASET52964.2022.9738295
Souad Akkader, Hamid Bouyghf, A. Baghdad
{"title":"Miniaturization Trends in Substrate Integrated Waveguide for Microwave Communication Systems","authors":"Souad Akkader, Hamid Bouyghf, A. Baghdad","doi":"10.1109/IRASET52964.2022.9738295","DOIUrl":"https://doi.org/10.1109/IRASET52964.2022.9738295","url":null,"abstract":"Substrate integrated waveguide structure is an emerging candidate for the components operating within the microwave and millimeter-wave communication system due to its multiple advantages: compact size, low losses, and low fabrication cost. Recently miniaturization of SIW is taking place day by day. In this article, the link of full-mode SIW (FMSIW), eighth-mode SIW (EMSIW), and sixteenth mode SIW (SMSIW) has been presented with their additional advantages. This paper may be a guideline of the analysis of recent miniaturization of substrate integrated waveguides and it can provide a design guideline of microwave components especially in small-size systems.","PeriodicalId":377115,"journal":{"name":"2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)","volume":"1 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":"129807328","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
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