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2021 IEEE International Conference on Electro Information Technology (EIT)最新文献

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A New Approach for PLC Ladder Diagram Design PLC梯形图设计的新方法
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491834
Guoping Wang
{"title":"A New Approach for PLC Ladder Diagram Design","authors":"Guoping Wang","doi":"10.1109/EIT51626.2021.9491834","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491834","url":null,"abstract":"Programmable controllers (PLCs) were developed to solve the problems of automating and manufacturing control systems and they have found wide applications in industrial control fields. Ladder diagram is the most adopted programming language for PLC control. Process sequence and flow charts can be used for simple PLC ladder diagram design. For complex PLC controls, state diagrams have been proposed for PLC ladder diagram programming. However, state diagram method has some limitations. In this paper, based on the analysis and design techniques of digital systems, we proposed a new PLC design approach. In this method, first we need to identify the functions of datapath and controller and the inputs/outputs of both. Second, Algorithmic State Machine(ASM) charts are used to draw the state transitions for the controller. Finally, a ladder diagram is designed from the ASM chart. The best practices with this approach are also discussed in the paper.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122763815","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: 4
A Novel Method for Sleep Score Estimation Using Wearable Sensors with a Deep Sequential Neural Network 基于深度序列神经网络的可穿戴传感器睡眠评分估计新方法
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491896
Md Juber Rahman, B. Morshed
{"title":"A Novel Method for Sleep Score Estimation Using Wearable Sensors with a Deep Sequential Neural Network","authors":"Md Juber Rahman, B. Morshed","doi":"10.1109/EIT51626.2021.9491896","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491896","url":null,"abstract":"The use of sleep score as a measure of fitness and wellness is getting popular in Smart Health as it provides an objective assessment of sleep quality. However, reliable estimation of sleep scores from wearable sensor data only is challenging. In this study, we investigated the estimation of sleep score using only features available from single-channel ECG or single-channel EEG data. We used partial correlation and conditional permutation importance for feature selection; then compared extreme gradient boosting, artificial neural network, and sequential neural network for developing a regression model for sleep score estimation. TabNet- an attention-based deep sequential learning model achieved the best performance of RMSE = 5.47 and R-squared value of 0.59 in the test set for sleep score estimation using only spectral features of single-channel EEG. The results pave the way for reliable and interpretable sleep score estimation using a wearable device.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117059170","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
Exploring – Theories & Research Perspectives: Diversity, Equity, & Inclusion in Engineering 探索-理论与研究视角:工程中的多样性、公平性与包容性
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491888
Candace Denise Eason
{"title":"Exploring – Theories & Research Perspectives: Diversity, Equity, & Inclusion in Engineering","authors":"Candace Denise Eason","doi":"10.1109/EIT51626.2021.9491888","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491888","url":null,"abstract":"The following paper is regarding African-American or Black diversity, equity, and the need for inclusion within the Engineering field. The following is an examination of the current climate and future predictions. Prepared and written for the Electro or Information Technology [EiT2021] conference proceedings.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126991717","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
Modelling and Control of Flywheels Integrated in Wind Turbine Generators 风力发电机组飞轮集成建模与控制
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491886
R. Akbari, A. Izadian
{"title":"Modelling and Control of Flywheels Integrated in Wind Turbine Generators","authors":"R. Akbari, A. Izadian","doi":"10.1109/EIT51626.2021.9491886","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491886","url":null,"abstract":"Wind turbines have large inertia. However, in hydraulic wind turbine drivetrains, the displacement ratio of the hydraulic machinery reduced the inertia experienced at the generator. Restoring this inertia requires a direct connection of a large flywheel to the rotor of the generator. This paper introduces the modeling and control of such a system. The rotating mass of the storage is mechanically coupled with the rotor of a doubly-fed induction generator. The drivetrain decouples the shaft of the turbine from the shaft of the generator to provide independent control of their angular velocities. Full control over the speed of the generator and its flywheel provides a means to charge and discharge the energy storage, on-demand. Consequently, the quality of power generated by wind turbines improves as the power fluctuations, imposed by wind speed intermittencies, reduces. The structure of flywheel energy storage (FESS) can be simplified and the supporting power electronics and its dedicated motor-generator can be eliminated. Only in hydraulic drivetrain systems, such integration and save of the components is possible. Two supervisory controllers are introduced and utilized using the fuzzy logic regulator to determine the output power reference. Furthermore, small-signal analysis is provided to investigate and improve the speed of tracking the maximum power point. Extensive simulation results demonstrate the feasibility of such a system and its improved quality of power generation.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127148880","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
A Stacking-based Ensemble Learning Model with Genetic Algorithm For detecting Early Stages of Alzheimer’s Disease 基于遗传算法的堆栈集成学习模型用于早期阿尔茨海默病的检测
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491904
T. T. Khoei, M. Labuhn, Toro Dama Caleb, Wen-Chen Hu, N. Kaabouch
{"title":"A Stacking-based Ensemble Learning Model with Genetic Algorithm For detecting Early Stages of Alzheimer’s Disease","authors":"T. T. Khoei, M. Labuhn, Toro Dama Caleb, Wen-Chen Hu, N. Kaabouch","doi":"10.1109/EIT51626.2021.9491904","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491904","url":null,"abstract":"Alzheimer's disease (AD) affects fifty million people worldwide and is the sixth cause of death in the United States. However, there is no cure or treatment for patients with AD; thus, it is important to detect this disease at an early stage to improve patients' lives qualities. Several studies have been proposed to detect and differentiate between different AD groups, although most of these works only focused on differentiating between healthy people and people with Alzheimer's. These studies also did not identify the most reliable biomarkers to provide more accurate results and did not use the best hyperparameters to provide optimal results. To address these issues, we developed a model that leads to a better performance in differentiating between healthy people (cognitively normal), people with mild cognitive impairment, and people with Alzheimer’s disease. For this purpose, we combined a stacking-based ensemble learning, consisting of four traditional classifiers, with a hyperparameter tuning technique, a genetic algorithm. The model was evaluated in terms of accuracy, precision, recall, and F1-score. The simulation results show that stacking-based ensemble learning, using genetic algorithm, provides 96.7% accuracy, 96.5% recall, 97.9% precision, and 97.1% F1-score in differentiating between CN, MCI, and AD groups.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125866521","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: 7
Designing and Development of a Handheld Portable Electrochemical Analyzer for Flexible Hybrid Electronics 柔性混合电子手持式便携式电化学分析仪的设计与研制
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491877
A. Hanson, D. Maddipatla, A. K. Bose, C. Kosik, Sajjad Hajian, M. Panahi, S. Masihi, B. B. Narakathu, B. Bazuin, M. Atashbar
{"title":"Designing and Development of a Handheld Portable Electrochemical Analyzer for Flexible Hybrid Electronics","authors":"A. Hanson, D. Maddipatla, A. K. Bose, C. Kosik, Sajjad Hajian, M. Panahi, S. Masihi, B. B. Narakathu, B. Bazuin, M. Atashbar","doi":"10.1109/EIT51626.2021.9491877","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491877","url":null,"abstract":"This paper is focused on the design and fabrication of a fully functional handheld and portable electrochemical analyzer for flexible hybrid electronics applications. A three-electrode sensor was fabricated from copper tape using laser etching process. The sensor was connected to a custom designed and programmed printed circuit board to measure the sensor response through electrochemical techniques for a large variation of chemical ion concentrations. The electronic circuit can perform cyclic voltammogram and chronoamperogram tests. After calibration, the measurements can be wirelessly transmitted to a smartphone and enables the user to view post analysis results including the analyte concentrations. The system is power efficient running off a 3.7V lithium polymer battery pulling ~2.8 mA.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132552403","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
Distributed Denial of Service: Problems and Solutions 分布式拒绝服务:问题和解决方案
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491925
Michael Pokrinchak, M. Chowdhury
{"title":"Distributed Denial of Service: Problems and Solutions","authors":"Michael Pokrinchak, M. Chowdhury","doi":"10.1109/EIT51626.2021.9491925","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491925","url":null,"abstract":"Distributed Denial-of-Service attacks have been around as early as the late Nineteen Ninetees and are a growing practice in the computing world. As the computing power of technologies increase and the availability of these technologies goes widespread to the everyday user, securing against these types of attacks should become a number one priority in the field. DDoS attacks aim to disrupt the availability of a service, leaving both the user and provider helpless until a mitigation or solution is put in place. This paper will cover a brief history of infamous DDoS attacks, how these attacks continue to grow with technology, and different techniques being used to try and prevent or mitigate the effectiveness of DDoSing.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132667683","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
Cohesion Failure Analysis in a Bi-layered Copper/Kapton Structure for Flexible Hybrid Electronic Sensing Applications 柔性混合电子传感应用中双层铜/卡普顿结构的内聚失效分析
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491906
S. Masihi, M. Panahi, D. Maddipatla, Sajjad Hajian, A. K. Bose, V. Palaniappan, B. B. Narakathu, B. Bazuin, M. Atashbar
{"title":"Cohesion Failure Analysis in a Bi-layered Copper/Kapton Structure for Flexible Hybrid Electronic Sensing Applications","authors":"S. Masihi, M. Panahi, D. Maddipatla, Sajjad Hajian, A. K. Bose, V. Palaniappan, B. B. Narakathu, B. Bazuin, M. Atashbar","doi":"10.1109/EIT51626.2021.9491906","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491906","url":null,"abstract":"Cohesion failure analysis of a bi-layered flexible copper tape/Kapton polyimide structure (BL-FC/KP-S) for preventing failures in flexible hybrid electronic (FHE) sensing systems was investigated by analyzing adhesion and stress distribution. The T-peel and stretch deformation tests were used for studying the adhesion strength and the stress distribution in the overlayer copper, respectively, to understand the stability of the attached copper on Kapton polyimide substrate. Commercially available copper tape and Kapton polyimide were employed to form the BL-FC/KP-S. An adhesion strength of 1.29 kg/in was measured between the flexible copper tape and the Kapton substrate using a T-peel test method. A comparative stretch deformation technique on bare Kapton and the BL-FC/KP-S was implemented and a cohesion strength of 4 gr/mm was measured at the copper/Kapton interface, for an applied strain of 9% and 21% during the delamination process.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131927728","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
The Growing Security Concerns of Cloud Computing 云计算日益增长的安全问题
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491902
Derrick Sampson, M. Chowdhury
{"title":"The Growing Security Concerns of Cloud Computing","authors":"Derrick Sampson, M. Chowdhury","doi":"10.1109/EIT51626.2021.9491902","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491902","url":null,"abstract":"The emergence of cloud computing has allowed for a more efficient use of system and business resources for many users and organizations. The market of the cloud computing business has grown worldwide. The reason for this rapid adoption rate is related to the many advantages of moving to the cloud as opposed to hosting computing resources internally in a privately owned cloud datacenter. However, there is one glaring drawback to cloud computing: the housing of your data is in the hands of an outside entity. In this paper, we will expand on publicly known cloud data breaches, how they were carried out, where the implemented security controls failed, and the effects of the breaches. By this paper’s end, we look to inform the reader of the recent data breaches related to cloud datacenters and their technology, and how future computer security analysts can work with the cloud infrastructure to optimize cloud resources while implementing strong security controls.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131541940","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
Convolution Neural Network for Image Registration 卷积神经网络图像配准
2021 IEEE International Conference on Electro Information Technology (EIT) Pub Date : 2021-05-14 DOI: 10.1109/EIT51626.2021.9491875
K. Krishna, O. Abuomar, M. Al-khassaweneh
{"title":"Convolution Neural Network for Image Registration","authors":"K. Krishna, O. Abuomar, M. Al-khassaweneh","doi":"10.1109/EIT51626.2021.9491875","DOIUrl":"https://doi.org/10.1109/EIT51626.2021.9491875","url":null,"abstract":"Image registration plays a fundamental role in many computer vision applications, such as medical image processing, camera pose estimation, etc. It includes the estimation of geometric transformation and image warping. The goal of this study is to design, develop and evaluate an end to end trainable convolution neural network (CNN) which can learn homography and affine transformation’s controlling parameters. The trained model can be used for registering unseen image pairs to provide a better-quality image registration. The training data is based on publicly available image dataset and truth tagging is accomplished by generating synthetic image pairs instead of depending on manual annotations.","PeriodicalId":162816,"journal":{"name":"2021 IEEE International Conference on Electro Information Technology (EIT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129654487","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
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