2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME)最新文献_第3页

An accurate prediction of PM2.5 concentration for a web application 为web应用程序准确预测PM2.5浓度

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988001

A. Alexandrescu, A. Andronescu, D. Năstac

{"title":"An accurate prediction of PM2.5 concentration for a web application","authors":"A. Alexandrescu, A. Andronescu, D. Năstac","doi":"10.1109/SIITME56728.2022.9988001","DOIUrl":"https://doi.org/10.1109/SIITME56728.2022.9988001","url":null,"abstract":"Environmental research has become a problem for today's society due to its implication in ensuring a healthier and more sustainable future. It anticipates and combats events that could change the health of the average person and the climate in which he lives. Air pollution is one of the main factors in premature deaths, posing a considerable risk to public health. The main diseases that can occur as a result of pollution are strokes or myocardial infarction. For this reason, citizens seek to be informed and know, in real time, the level of air quality both at the time when the information is sought and in the future. The air quality in that area can be predicted according to the variation of temperatures and air currents. This paper proposes the creation of a model to predict the level of air quality. Thus, the prediction will be made over a period of time in order to be able to adopt various specific measures that are required. For example, warning vulnerable people, the elderly, and parents with children, while limiting travel to certain areas for which air quality is exceeded.","PeriodicalId":300380,"journal":{"name":"2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124693670","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

Printed Circuit Board Assembly Modeling for Predictive Reliability Assessment 用于预测可靠性评估的印刷电路板装配建模

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988304

Iulia–Eliza Ţinca, I. Ailinei, A. Davidescu

引用次数: 0

Attention-based Image Compression in Sensor Assembly 传感器组件中基于注意力的图像压缩

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9987988

Sven Meier, Acelya Erkan, N. Thielen, Steffen Klarmann, J. Franke

{"title":"Attention-based Image Compression in Sensor Assembly","authors":"Sven Meier, Acelya Erkan, N. Thielen, Steffen Klarmann, J. Franke","doi":"10.1109/SIITME56728.2022.9987988","DOIUrl":"https://doi.org/10.1109/SIITME56728.2022.9987988","url":null,"abstract":"The rapid development of the Industrial Internet of Things (IIoT) has led to an explosion in the amount of data to be transmitted and stored in the industrial sector. The investigated images are used in particular for quality control after individual process steps as part of Automated Optical Inspections (AOI). Image processing systems are among the key technologies here. Nevertheless, the storage and transmission of image data is still a major challenge for many companies. The use of AI-based image compression methods with higher quality performance compared to conventional methods becomes inevitable. Convolutional Neural Networks (CNNs) or Transformers are currently gaining ground in this area. However, the efficiency of these architectures has not yet been demonstrated in an industrial scenario. In this work, both a CNN- and a Transformer-based model with built-in Attention Mechanisms are trained with 8 bits per pixel (BPP) grayscale images generated in an industrial ultrasonic sensor production line. Even in the first test phase, in which only 2,000 images were used for model training, a compression rate of 0.162 BPP is achieved, far exceeding the quality of comparable JPEG-compressed images. When training the models with 100,000 images, the lowest BPP rate of 0.009 is achieved by the Transformer-based algorithm, resulting in an image quality that is sufficient for most quality assessment use cases. Thus, our results demonstrate the applicability and superiority of AI-based compression algorithms in industry. Their use leads not only to more efficient data transmission, but also to huge savings in storage space and costs for companies compared to traditional image compression methods.","PeriodicalId":300380,"journal":{"name":"2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130076712","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

IR Drop Simulation for an Automotive Device 汽车装置红外跌落仿真

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988610

Catalin Pescari, A. De Sabata, A. Silaghi, Ciprian Bleoju

引用次数: 1

Improved Electronic Driver for Fast-Response On-off Valves for Digital Hydraulics 数字液压快速响应开关阀的改进电子驱动器

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9987948

A. Drumea, C. Marghescu, M. Blejan, A. Vlad

引用次数: 0

Colour detector for visual impaired users 专为视障人士设计的色彩检测器

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988451

Radu Papara, Loredana Buzura, R. Gălătuș, Ilas Crina

引用次数: 0

Routing Aspects in PCB Design for High Frequency Circuits 高频电路PCB设计中的布线问题

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988510

M. Andrei, Mihnea Nicolae Dumitriu, V. Nicolau, G. Petrea

{"title":"Routing Aspects in PCB Design for High Frequency Circuits","authors":"M. Andrei, Mihnea Nicolae Dumitriu, V. Nicolau, G. Petrea","doi":"10.1109/SIITME56728.2022.9988510","DOIUrl":"https://doi.org/10.1109/SIITME56728.2022.9988510","url":null,"abstract":"Nowadays the high-speed communication systems involve also high data rates with minimum error numbers. Differential transmission lines are a good solution to mitigate the different types of noise which inevitably occur and affect the signal. However, this comes with a disadvantage: the signal skew. The meander lines are used in Printed Circuit Board (PCB) to compensate the aforementioned problem. In addition, this method improves the signal integrity, and it is a popular choice for signals synchronization. In this paper, a study of the routing performances for a high-speed circuit at high frequencies is presented. The goal is to determine the optimum meander shape and the maximum speed at which the circuit operates. The performance evaluation was done in terms of S- parameters and the reflections level simulated with Time-Domain-Reflectometry (TDR) function. For simulations, a PCB with 2circuits of Ethernet type signals is considered. The signals are propagated through different PCB layers, from a line-separation relay to an integrated circuit. A series of bits was transmitted from the relay through the equivalent filter of the lines to the integrated circuit. The results showed a slight signal attenuation due to the mismatch of the impedance.","PeriodicalId":300380,"journal":{"name":"2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121424079","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

Mapping the environment at range: implications for camera calibration 在范围内绘制环境图:相机校准的含义

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9987945

M. Stănescu, Cristina Laura Sîrbu, Ciprian Orhei

引用次数: 0

Electromagnetic and Electric Field Radiation inside Electric Vehicles and Classic Vehicles 电动汽车和经典汽车内的电磁场辐射

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988730

Radu-Petru Fotescu, P. Svasta, Loredana-Maria Burciu, R. Constantinescu

引用次数: 0

Conceptual Model of a System for Controlling the Process of Egg-Hatching in Incubators 孵卵器孵化过程控制系统的概念模型

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME) Pub Date : 2022-10-26 DOI: 10.1109/SIITME56728.2022.9988185

B. Evstatiev, N. Evstatieva

引用次数: 1