2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)最新文献_第6页

Metamodeling Techniques in Analog Circuit Design 模拟电路设计中的元建模技术

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772570

Husam Hamad, Yusra M. Obeidat, Huda Al-Khateeb, S. Al-Hamdan

引用次数: 0

SIGW Based Bi-directional Coupler for Ku-Band Applications 基于SIGW的ku波段双向耦合器

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/iceee55327.2022.9772581

Maher H. Ghaly, M. El-Din, A. Allam, D. Fawzy

引用次数: 1

A New ANN-Based Cleaning Approach for Photovoltaic Solar Panels 基于人工神经网络的光伏太阳能板清洁新方法

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772579

M. Mokhtar, M. Shaaban

{"title":"A New ANN-Based Cleaning Approach for Photovoltaic Solar Panels","authors":"M. Mokhtar, M. Shaaban","doi":"10.1109/ICEEE55327.2022.9772579","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772579","url":null,"abstract":"Among the challenges facing solar photovoltaic (PV) systems in the United Arab Emirates (UAE), dust accumulation on solar panels is considered the most severe problem that faces the growth of solar power plants. The accumulation of dust on the solar panels significantly degrades output from these panels. Hence, solar PV panels have to be cleaned manually or using costly automated cleaning methods. This paper focuses on reducing the maintenance costs by initiating cleaning actions when the dust level exceeds a threshold value. The amount of dust accumulated on the PV panels is estimated using an Artificial Neural Network (ANN). Experiments are conducted to collect the required data which are used in training the ANN model. Then, this ANN model will be fed by the output power from solar panels, ambient temperature, and solar irradiance and thus, it will be able to estimate the amount of dust accumulated on solar panels at these conditions. A sample case study shows that the proposed approach can schedule the cleaning actions to reduce the energy loss due to dust by 60% while saving 80% of the maintenance cost compared to daily cleaning.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131162691","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 PDE-based Stochastic Model for the Amount of Data Transmitted over Multi-State Wireless Channels 基于pde的多态无线信道传输数据量随机模型

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772592

Yousuf Aborahama, Mohamed S. Hassan, Mahmoud H. Ismail

引用次数: 0

On the Utilization of Double-D Quadrature Coils in Dynamic Wireless Electric Vehicle Charging Systems 双d正交线圈在动态无线电动汽车充电系统中的应用研究

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772580

Tala Al-Abweh, Eiman ElGhanam, Mohamed S. Hassan, A. Osman

{"title":"On the Utilization of Double-D Quadrature Coils in Dynamic Wireless Electric Vehicle Charging Systems","authors":"Tala Al-Abweh, Eiman ElGhanam, Mohamed S. Hassan, A. Osman","doi":"10.1109/ICEEE55327.2022.9772580","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772580","url":null,"abstract":"With the increasing interest in electrified transportation systems, dynamic wireless EV charging (DWC) systems offer several advantages over static charging as they eliminate EV charging downtime and offer on-the-move EV charging services. Nevertheless, the inherent misalignments during the vehicle's motion impact the coupling performance of the wireless inductive link and reduce the power received by the EV from wireless charging. Several coil design enhancements can be adopted to improve the misalignment tolerance of DWC systems. In this work, the addition of a quadrature component on the secondary charging pad is investigated and the performance of the resulting double-D quadrature coil is evaluated against that of a stand alone DD coil. Simulations reveal an improvement in the misalignment tolerance range when the quadrature coil is utilized, as long as the current flow direction is matched between the secondary Q coil and the coupled rectangular portion of the primary DD coil. This needs to be further enhanced through the design of power and current control loops, as well as optimization of quadrature coil design and placement, for improved misalignment performance.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125228658","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

The Effect of Different Mobile Trajectory on the Performance of VoIP Application in WiMAX Network 不同移动轨迹对WiMAX网络中VoIP应用性能的影响

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772549

Noor Nateq Alfaisaly, Suhad Qasim Naeem, Eman K. Jassim

{"title":"The Effect of Different Mobile Trajectory on the Performance of VoIP Application in WiMAX Network","authors":"Noor Nateq Alfaisaly, Suhad Qasim Naeem, Eman K. Jassim","doi":"10.1109/ICEEE55327.2022.9772549","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772549","url":null,"abstract":"WiMAX is a wireless technology based on the IEEE 802.16 standard that provides high speed, throughput, and coverage. Besides QoS, IEEE 802.16 has a data throughput of 100Mbps and a range of 50 kilometers. VoIP “Voice over Internet Protocol” is a versatile and low-cost telephone solution for IP customers. However, many problems remain to be overcome in order to provide a reliable and high-quality audio connection via the Internet. In this paper, the difference in the path of mobile movement through the WiMAX network is studied, as it used types of trajectories (star, square, and Triangle) while making one of the mobiles is fixed without movement and making a comparison between them. A four-cell scenario is presented. One mobile station and one base station are found in each cell. To determine the optimum “VoIP” performance, network performance parameters such as throughput, MOS, jitter, pathloss, and SNR for mobiles 1-1 and 2-1 were used. OPNET 14.5. was used to examine the performance. According to the results, the Throughput and MOS were better when using the Triangle Trajectory, but the result of the jitter was better when using the fixed-mobile compared to the rest of the results and has shown that the inwards trajectory results in improving the efficiency of the network due to the fact that the mobile node gets closer to the base station. Also the value of the pathloss that obtain from mobile1-1(square trajectory) is greater than value obtain by mobile2-1(star trajectory). But the value of SNR in mobile1-1 is less than the value of SNR in mobile2-1","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126778821","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

Netflix User and Movies Interest Analysis for Asian Countries 亚洲国家Netflix用户和电影兴趣分析

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772585

N. Kamarudin, Ayoub Daheche, A. Khmag

{"title":"Netflix User and Movies Interest Analysis for Asian Countries","authors":"N. Kamarudin, Ayoub Daheche, A. Khmag","doi":"10.1109/ICEEE55327.2022.9772585","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772585","url":null,"abstract":"Nowadays, Netflix is one of the top content platforms in the world. Netflix distribute different content to the user such us movies and TV shows. Watching this content differ from country to country in term of the type of content. Not much studies has been conducted to get the understanding of viewing interest of the Asian people. The research aims to demonstrate the type of content that is watching in five South-east Asian countries and exploring the different interest of viewing preferences for the Asian countries. The pivot table's applicability is evaluated via Excel and Weka Machine. Indonesia, Malaysia, Philippines, Singapore and Thailand have been selected as the countries to whom the application will be applied. As anticipated, approach must satisfy the accuracy and relative ease of interpretation criteria of the two modules. To accomplish these objectives, all of these techniques substantially deconstructed the findings based on Netflix-Dataset (from Kaggle). From the Weka Machine, Random Forest Classification through regression produce coherent significance between the ROC curve and Precision ReCall Curve and Excel analysis through Pivot Analysis.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128008390","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

High Performance Network for Detection of Surface Defects on Hot-Rolled Steel Strips Based on an Optimized Yolo V3 基于优化Yolo V3的热轧带钢表面缺陷高性能检测网络

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772589

S. Ikechukwu, E. Akin

{"title":"High Performance Network for Detection of Surface Defects on Hot-Rolled Steel Strips Based on an Optimized Yolo V3","authors":"S. Ikechukwu, E. Akin","doi":"10.1109/ICEEE55327.2022.9772589","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772589","url":null,"abstract":"In the hot rolled steel industry, surface defects are a major problem and various hot rolled steel manufacturers are struggling to find cost effective and efficient ways to solve this problem. However, low accuracy, minimal ease of automation, slow detection speed, and limited robustness are still serious problems. For this purpose, this paper proposes a YOLO v3-based algorithm for detecting surface defects on hot-rolled steel strips. One, 4 residual layers (res_units) are formed by applying neural convolutions, batch normalization (BN) and leaky RELU activation to eliminate gradient vanishing and maximize feature extraction and learning ability of the network. Second, a 4-scale feature map operation is used to improve the detection operation, increasing the grid size of the image features obtained from the previous operation to improve detection. The 4 scale detection is used in this study for accurate and stable detection of the surface defects as they are not fixed size targets. Finally, the 3-scale upsampling layer is used, where the spatial resolution of the image is increased before scaling, followed by a concatenation operation that concatenates outputs of the current layer with the previous layer. Both quantitative and qualitative experimental results show that the optimized YOLO v3 model proposed in this paper in terms of mean average precision (mAP) in detecting flaws on hot rolled steel surfaces with a mAP of 100% and a recall of 95% performs better more accurately than the original YOLO v3 network, Faster RCNN and Xception network. The experimental results of the YOLO v3 model proposed in this paper show an optimal and balanced performance, suitable for use as a qualified network that meets the industrial needs of the hot rolled steel strip industry.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126168255","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

Prediction of Cloth Waste Using Machine Learning Methods in the Textile Industry 纺织工业中使用机器学习方法预测布料浪费

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772517

Ceren Atik, Alp Kut, Derya Birant, Şafak Birol

引用次数: 0

An Approach for Recognizing Two-Human Interactions Using Channel State Information 一种利用信道状态信息识别两个人交互的方法

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772518

R. Alazrai, A. Awad, Mostafa Z. Ali, M. Daoud

{"title":"An Approach for Recognizing Two-Human Interactions Using Channel State Information","authors":"R. Alazrai, A. Awad, Mostafa Z. Ali, M. Daoud","doi":"10.1109/ICEEE55327.2022.9772518","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772518","url":null,"abstract":"A new channel state information (CSI)-based approach for recognizing two-human interactions, which are ac-tivities that involve two humans, is presented in this paper. The proposed approach consists of three phases. Specifically, in the first phase, we utilize the principle component analysis transformation to reduce the dimensionality of the CSI data and produce a set of principal components that can explain the variance within the CSI data. In the second phase, we extract 17 time- and frequency-domain features from the computed principal components obtained from the first phase. Furthermore, the minimum redundancy maximum relevance algorithm is applied to select a subset of the extracted features. Finally, in the third phase, we use the selected features to build a set of support vector machine classifiers to recognize the performed two-human interactions. A publicly available CSI dataset, which includes CSI signals that were acquired from 40 pairs of subjects while executing 13 two-human interactions, was used to assess the performance of our proposed approach. The average accuracy achieved by our proposed approach was 86.21%. Moreover, the reported results illustrate the efficacy of our proposed approach to accurately recognize various two-human interactions.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133999341","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