2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)最新文献_第3页

A Six-Way Power Divider For Dual-Band Applications 用于双频应用的六路功率分配器

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/iceee55327.2022.9772519

Mohamed A. Koura, A. Al‐Zayed, Mahdi Chehimi

引用次数: 0

Computer Vision Application on Controlling and Modeling the Food Drying Process: A Case Study for Radish (Raphanus Sativus) 计算机视觉在食品干燥过程控制与建模中的应用——以萝卜为例

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/iceee55327.2022.9772576

S. Ozden

{"title":"Computer Vision Application on Controlling and Modeling the Food Drying Process: A Case Study for Radish (Raphanus Sativus)","authors":"S. Ozden","doi":"10.1109/iceee55327.2022.9772576","DOIUrl":"https://doi.org/10.1109/iceee55327.2022.9772576","url":null,"abstract":"The data (color, texture, shape, pattern) of food products obtained from photos taken with cameras have been used in all phases from production until they get through to end-user. In this view, the main object of this study is to analyze controlling the drying process with computer vision used in keeping and storing food and both manage the quality control phase and determine to finalize drying phase. Another object of the study is to show that the performance and quality of drying process and other parameters under different conditions (heat source, moisture, temperature etc.) can be observable by using image analyses. In accordance with these objects, food drying process with three different heat sources has been analyzed, food pictures have been taken with RGB cameras during drying process and the results have been modeled. According to the modeling results, the lowest error in training data and test data have been obtained with resistance drying (1.3493 MAE and 1.8446 RMSE) and infrared (6.3375 MAE and 7.0520 RMSE), successively. It has been seen that the resistance values have almost produced the best results in terms of R2 values. These error values staying between the acceptable limits while using the simple modeling can obtain more accurate results when they are used with improved modeling techniques by increasing the data number. This situation has shown that the drying process can be controlled with computer vision.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"60 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":"131001368","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 Churn Prediction by Classification Models in Machine Learning 基于机器学习分类模型的客户流失预测

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772553

Heng Zhao, Xumin Zuo, Yuanyuan Xie

{"title":"Customer Churn Prediction by Classification Models in Machine Learning","authors":"Heng Zhao, Xumin Zuo, Yuanyuan Xie","doi":"10.1109/ICEEE55327.2022.9772553","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772553","url":null,"abstract":"The classification model in machine learning has been employed to address different problems. Machine Learning classification is an effective method to realize customer churn prediction. This article provides a comparative study of machine learning from the perspective of predicting customer churn. Customer churn is one of the obstacles hindering the development of companies. Through classification approaches based on machine learning, customer churn can be predicted precisely, thus providing decision-making capabilities to these companies. Customer churn prediction is a typical classification problem and can be addressed by the use of a decision tree or random forest model. In this paper, decision tree and random forest models are employed to predict customer churn, using sales data provided by a chemical company from 2012 to 2020. We analyze the underlying risk of customer churn and the customer churn factors, including the low-priced count (LC), total amount of money (TM), and creation time (CT). The prediction results of the two models are evaluated by calculating various metrics. The experimental results indicate that the low-priced count (LC) is the most essential factor for customer churn. The results of the comparison, considering the training error and generalization error including: confusion matrix, ROC curve, AUC, precision, recall, and F1 score, reveal that the random forest model has better prediction accuracy than the decision tree model.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"82 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":"126178977","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

Nakagami-$m$ MIMO Channel Model Nakagami-$m$ MIMO信道模型

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772568

R. Mesleh, Osamah. S. Badarneh, Abdelhamid Younis

{"title":"Nakagami-$m$ MIMO Channel Model","authors":"R. Mesleh, Osamah. S. Badarneh, Abdelhamid Younis","doi":"10.1109/ICEEE55327.2022.9772568","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772568","url":null,"abstract":"Nakagami-$m$ is a widely adopted generalized channel model as it fits closely to the majority of measured fading radio channels. As well, the mathematical model for Nakagami-$m$ is more analytically tractable than other well-known fading channels, which attracted considerable interest among the research community. Original channel model was proposed mainly for single–input single–output (SISO) systems, where the envelope follows the Nakagami distribution while the phase is assumed to be uniformly distributed. However, such model is shown previously to be inaccurate for multiple–input multiple–output (MIMO) systems accomplishing multiplexing gains such as spatial multiplexing (SMX) and space modulation techniques (SMTs). As such, a different Nakagami-$m$ MIMO channel model was suggested and shown to correctly models the behavior of the channel parameters under different conditions. Yet, it is revealed in this study that the previously advised model is imprecise as the phase distribution was not accurately modeled. As well, the previous model was only realizable for integer values of the Nakagami $m$ parameter. Thereby, an altered accurate model is suggested and thoroughly analyzed in this article. Also, the new model is shown to be applicable for arbitrary values of $m$ (i.e., not necessarily integers or half integers). The paper also presents the modified conditions under which the analytical formulation is correct as compared to Monte-Carlo Simulation. For illustration purposes, space shift keying (SSK), quadrature spatial modulation (QSM) and SMX MIMO systems are considered in this study.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"158 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":"114206647","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

Active Power Coordination Control for Wind and Energy Storage System 风电与储能系统有功协调控制

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772593

Murat Can Sinim, M. Taplamacioglu

引用次数: 0

Design Optimization of Exhaust Manifold's Divergence Characteristics in Enhancing High-End Power in 115cc SI Engine 115cc发动机排气歧管发散特性优化设计提升高端动力

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/iceee55327.2022.9772590

R. Murali, S. A. Bakar, Z. Razlan, Aziz Ishak, Ika Syahira Abdullah, M. A. Rojan, Zunaidi Ibrahim, W. K. Wan Ahmad

{"title":"Design Optimization of Exhaust Manifold's Divergence Characteristics in Enhancing High-End Power in 115cc SI Engine","authors":"R. Murali, S. A. Bakar, Z. Razlan, Aziz Ishak, Ika Syahira Abdullah, M. A. Rojan, Zunaidi Ibrahim, W. K. Wan Ahmad","doi":"10.1109/iceee55327.2022.9772590","DOIUrl":"https://doi.org/10.1109/iceee55327.2022.9772590","url":null,"abstract":"The exhaust system especially the exhaust manifold is an essential component that affects the performance of the Spark Ignition (SI) engine. The critical factor inside the exhaust system that affects the engine's performance is backpressure. Backpressure is known as the difference between maximum pressure in the exhaust system and atmospheric pressure. Based on previous studies, it was found that an un-optimal exhaust manifold's design leads to higher backpressure that reduces the performance and the fuel efficiency of the SI engine. This research aimed at enhancing the high-end power of the 115cc SI engine by optimizing the exhaust manifold's divergence characteristics through 1D engine analysis. S/N ratio analysis was used through Taguchi's method as a tool to conduct the design optimization. From the analysis, it was found that the optimal exhaust manifold's divergence configuration improved the mean brake power by 4.67% at high-end engine speed. It is expected that the optimal exhaust manifold's divergence configuration could also improve the engine's brake torque and fuel efficiency which could directly reduce the carbon footprint to the environment.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"15 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":"117206345","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

Capacity Loss Analysis Using Machine Learning Regression Algorithms 使用机器学习回归算法的容量损失分析

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772532

Sergen Atay, A. Ayranci, B. Erkmen

引用次数: 0

Techno-Economic Analysis of Photovoltaic-LiIon Battery for Micro Grid Application: Case Study in Northern Cyprus 微电网应用光伏电池的技术经济分析:以北塞浦路斯为例

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/ICEEE55327.2022.9772524

Serdar Acikyildiz, M. Taplamacioglu

{"title":"Techno-Economic Analysis of Photovoltaic-LiIon Battery for Micro Grid Application: Case Study in Northern Cyprus","authors":"Serdar Acikyildiz, M. Taplamacioglu","doi":"10.1109/ICEEE55327.2022.9772524","DOIUrl":"https://doi.org/10.1109/ICEEE55327.2022.9772524","url":null,"abstract":"Renewable energy sources cannot provide continuous and stable energy due to their variable output power characteristics, hence the need for energy storage systems. Island grids that are not connected or limited to another grid with high system balance and generation power for various reasons, can meet the load demand stably and efficiently with the use of renewable energy and storage systems. The Turkish Republic of Northern Cyprus (TRNC) cannot meet the electricity demand despite its high potential to generate renewable energy. It is an island and has a land connection only with the Greek Cypriot Administration. However, the political relations between the two sides are weak. To find a more efficient, environmentally friendly, and more sustainable solution to TRNC's electricity demand, this paper examines the use of hybrid solar energy systems. More specifically, the paper analyzes the use of energy storage systems by scaling the electricity production and consumption values of the Serhatköy region. By examining the conjuncture of the TRNC, which operates in micro-grid mode by being disconnected from the main grid, this paper proposes an alternative system as an outcome. The simulation analysis reveals that with this new system the need for the main grid can be reduced cost-effectively while meeting the technical requirements. In addition, there is a direct correlation between the financial income and production rate of solar energy.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"39 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":"116045395","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 Triple-Band Bandpass Filter Using Inverted Microstrip Ridge Gap Waveguide for Ka-Band Applications ka波段用倒立微带脊隙波导设计三频带带通滤波器

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/iceee55327.2022.9772573

Mehmet Faruk Cengiz, Mohammed Farouk Nakmouche, D. Fawzy, A. Allam, Gökberk Akarsu, H. Taher

引用次数: 1

Enhancing Tourism Experiences Via Mobile Augmented Reality by Superimposing Virtual Information on Artefacts 通过在文物上叠加虚拟信息，利用移动增强现实技术提升旅游体验

2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2022-03-29 DOI: 10.1109/iceee55327.2022.9772569

N. Ariffin, Zan Azma Nasrudin, Ahmad Rusydi Harith Mohd Khair

{"title":"Enhancing Tourism Experiences Via Mobile Augmented Reality by Superimposing Virtual Information on Artefacts","authors":"N. Ariffin, Zan Azma Nasrudin, Ahmad Rusydi Harith Mohd Khair","doi":"10.1109/iceee55327.2022.9772569","DOIUrl":"https://doi.org/10.1109/iceee55327.2022.9772569","url":null,"abstract":"These interactive, attentive, and adaptable technologies that give visitors relevant services and information at any time and from any location in the actual world were something that can only be regarded as a view of the future, some place unattainable but present. The introduction of new technology has resulted in a paradigm change in display. It is the result of the convergence of modern smart mobile devices, contextual awareness, and augmented reality, which may enhance visitors' experiences and give them the sense of having accomplished something more. The introduction of new technology has resulted in a paradigm change in display. It is the result of the convergence of modern smart mobile devices, contextual awareness, and augmented reality, which may enhance visitors' experiences and give them the sense of having accomplished something more. The study on Enhancing Tourism Experiences via Mobile Augmented Reality by Superimposing Virtual Information on Artefacts (MARVIA) aims to enhance the user's experience aside from giving the user additional value when visiting the museum. A tracker or a marker that will be the trigger is the artefacts on the museum itself. The application will use the superimposition-based technique in augmented reality. It will superimpose several parts of the artefacts and overlay them with augmented objects, creating an augmented reality environment. This study focuses on augmented reality as it can be used without additional hardware that might incur more cost. It only needs a piece of software technology and a device that can be used alongside the software. Whilst virtual reality requires additional items and hardware such as goggles, and not only that, with the usage of different hardware, it will limit the movement of the tourists and thus will decrease the value of the tourist that comes to the museum.","PeriodicalId":375340,"journal":{"name":"2022 9th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"71 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":"127378928","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