2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)最新文献_第9页

Contact tracing, proximity safety, data correlation and visualization for global corporations 为全球公司提供接触追踪、接近安全、数据关联和可视化

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597239

S. Callery, Kevin Meehan

{"title":"Contact tracing, proximity safety, data correlation and visualization for global corporations","authors":"S. Callery, Kevin Meehan","doi":"10.1109/rtsi50628.2021.9597239","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597239","url":null,"abstract":"As employees are preparing to return to work globally, entering large-scale corporate and industrial environments, ensuring their safety is of paramount concern for their employers. The creation and adherence to new safety protocols are one way that corporations will attempt to achieve this. As the precautionary requirements are scaled to a global multinational corporation, the challenge increases. Traditional physical and visual methods to ensure social distancing are limited, inflexible, and may not deliver a comprehensive and agile solution. A complete end to end contact tracing and social distancing solution that can scale to meet the need of large organisations is required. This solution should provide employees with personal cues when the appropriate physical distancing guidelines are not available. The solution developed during this research combines multiple commercially available wireless and networking infrastructure technologies to provide robust retrospective contact tracing capabilities. The solution will accommodate the need for rapid data collation and visualization from locations worldwide and provides a single, secure management view to enable public health teams to react to potential incidents rapidly. This approach supports a rapid deployment on a global scale across live diverse corporate and manufacturing environments. It is installed in a manner that is complementary to existing technology without causing business impact or interruption. Data collected during the pilot suggest that the end to end solution meets the technical requirements to deliver a comprehensive proximity altering and contact tracing solution for large scale global enterprises. The proposed solution is easy to install, manage and is cost efficient.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"196 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129641130","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

Powder Bed Spreading in Additive Manufacturing: Numerical Simulations and Experimental Study 增材制造中的粉末床铺展:数值模拟与实验研究

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597360

Valerio Lampitella, Marco Trofa, A. Astarita, G. D’Avino

{"title":"Powder Bed Spreading in Additive Manufacturing: Numerical Simulations and Experimental Study","authors":"Valerio Lampitella, Marco Trofa, A. Astarita, G. D’Avino","doi":"10.1109/rtsi50628.2021.9597360","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597360","url":null,"abstract":"Powder bed based additive manufacturing technologies allow for the production of more complex parts with overall better characteristics and are therefore of high industrial interest. However, due to an incomplete understanding of the multi-physic processes involved there are still some issues to be addressed. More specifically, in this work we will focus on the powder spreading stage. In powder bed-based technologies a thin layer of powder is deposited by a recoating device and is then processed by an energy source to obtain a layer of the final part. We use a numerical model based on the Discrete Element Method to reproduce the spreading process and propose an experimental analysis procedure to obtain data suitable for the validation of such numerical model. The experiments are carried out on a purposely designed device and both computations and experiment are referred to a single layer deposition. Being able to validate the numerical results can give way to a more confident use of DEM based models for the optimization of the spreading process and therefore improve the quality of printed parts. (Abstract)","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125212531","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

Participation of Electric Mobility in the Ancillary Service Market: a Numerical Assessment of Expected Performance and Revenues 电动汽车在辅助服务市场的参与:预期绩效和收益的数值评估

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597280

F. Gulotta, Simone Ceddia, D. Falabretti

{"title":"Participation of Electric Mobility in the Ancillary Service Market: a Numerical Assessment of Expected Performance and Revenues","authors":"F. Gulotta, Simone Ceddia, D. Falabretti","doi":"10.1109/rtsi50628.2021.9597280","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597280","url":null,"abstract":"The paper is aimed to provide a numerical assessment of the technical performances and economic results that could be achieved by a fleet of electric vehicles participating in the Ancillary Service Market. To this purpose, the discipline currently in place in Italy for UVAM project, started in 2019, is assumed as a reference: this experimental initiative enabled distributed flexibility resources, such as dispersed generation, controllable loads, storage systems and also e-mobility, to participate in an aggregated form in the Ancillary Service Market. In this framework, the present work investigates the possible exploitation of an electric fleet to supply balance reserve to the power system. For the purpose of the analysis, the results obtained by two different numerical approaches are presented. They are aimed to prove the effectiveness of the e-mobility regulation with respect to its capability to meet the minimum technical requirements that are mandatory for the participation in the project, and the relevant economic sustainability.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121193819","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

AirGen: GAN-based synthetic data generator for air monitoring in Smart City AirGen:基于gan的智能城市空气监测合成数据发生器

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597364

Khanh-Hoi Le Minh, Kim-Hung Le

引用次数: 3

An Analysis for a Precise Reliability and Availability Assessment of “Photovoltaic System” Pilot Site: a Case Study “光伏系统”试点站点精确可靠性和可用性评估分析:一个案例研究

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597225

F. Leccese, E. Petritoli, M. Cagnetti, S. Sangiovanni, L. Podestà, G. Spagnolo

引用次数: 2

A visual tool for reducing returns in e-commerce platforms 减少电子商务平台退货的可视化工具

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597230

Riccardo Cantini, F. Marozzo, A. Orsino, Martina Passarelli, Paolo Trunfio

{"title":"A visual tool for reducing returns in e-commerce platforms","authors":"Riccardo Cantini, F. Marozzo, A. Orsino, Martina Passarelli, Paolo Trunfio","doi":"10.1109/rtsi50628.2021.9597230","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597230","url":null,"abstract":"Nowadays, the number of people who prefer to make online purchases on e-commerce platforms is constantly increasing. Online shopping turns out to be fast and cheap but it also involves some risks. In fact, it sometimes happens that a product, once received, is smaller or bigger than expected, or does not comply with what is described on the purchase site. Typically this happens because the information provided by retailers is not detailed and, moreover, the images usually show the product on a white background without any reference nearby to understand its true dimensions. To cope with this problem, we developed CompareDimensions, a software tool that helps customers during their online purchases, by allowing them to understand the correct dimensions of the product they are about to buy. Through this tool, a customer can see the images of the product and compare it with a series of reference images known to all, such as a man, a chair, a door or a child. The experimental evaluation, conducted on Amazon, shows that the use of the proposed tool helped people to figure out the real dimensions of products, with respect to the case in which only cutout images and textual descriptions are provided. In particular, according to our experiments, people who used the tool were able to understand the real dimensions of a product with 17.5% greater accuracy than those who did not use the tool. Focusing on critical products, average accuracy increased by 24%, with an improvement of 27% and 11% for products that proved to be smaller or larger than expected. Therefore, the adoption of CompareDimensions could help customers to understand the real dimensions of the products they want to buy, and consequently reduce the likelihood of a return.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114892603","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

Automated Teller Machine Cash Demand Prediction 自动柜员机现金需求预测

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597352

Vismit Vishram Chavan, Jasvin James Manjaly, Mohammed Abbas Ali

{"title":"Automated Teller Machine Cash Demand Prediction","authors":"Vismit Vishram Chavan, Jasvin James Manjaly, Mohammed Abbas Ali","doi":"10.1109/rtsi50628.2021.9597352","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597352","url":null,"abstract":"Physical cash is the most liquid asset and holds high usage rates despite rapid technological advancements in the digital cash industry, especially in the context of a developing country like India. As such, Automated Teller Machines (ATMs) form an integral component of any individual's cash needs and managing the amount of cash in any given ATM is of paramount importance for any bank. ATMs are periodically filled with cash by banks, predominantly with the help of cash management agencies. Through our research we want to determine the feasibility of adding mathematical support to the current system by using Data Analysis and Machine Learning (ML). The findings of this research and modelling approaches were applied to a procured dataset which consists of data of 5 ATMs of the same bank from 2011–2017. The year, month, day, festival religion, day of the week, holiday status of yesterday, today and tomorrow were the factors that were initially analyzed and later on, average withdrawal for a given window of time in the past, the weather status and the type of holiday were the other features engineered which proved to be useful. The algorithms being tested include Lasso, Ridge, Elasticnet, Random Forest & CatBoost which is a deep learning framework. Two approaches for testing were determined, one approach was to create one model for all years in the data and another approach was to develop a model per year. In both approaches, it was found that Lasso regression outperformed all the other algorithms in contention.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114371545","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

A General Land Cover Classification Framework for Sentinel-1 SAR Data 基于Sentinel-1 SAR数据的土地覆盖分类框架

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597319

Antonietta Sorriso, D. Marzi, P. Gamba

引用次数: 2

A 4.0 Sustainable Aquaponic System Based on the Combined Use of Superabsorbing Natural Hydrogels and Innovative Sensing Technologies for the Optimization of Water Use 基于超吸收天然水凝胶和创新传感技术的4.0可持续水共生系统优化用水

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597250

Marco Friuli, Antonio Masciullo, Federica Stella Blasi, Marco Mita, Licinio Corbari, Ivo Surano

{"title":"A 4.0 Sustainable Aquaponic System Based on the Combined Use of Superabsorbing Natural Hydrogels and Innovative Sensing Technologies for the Optimization of Water Use","authors":"Marco Friuli, Antonio Masciullo, Federica Stella Blasi, Marco Mita, Licinio Corbari, Ivo Surano","doi":"10.1109/rtsi50628.2021.9597250","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597250","url":null,"abstract":"Aquaponics couples aquaculture with hydroponics: the water from the breeding tanks is filtered and pumped into the hydroponic system. Aquaponics is gaining much attention as a farming technique, thanks to its intrinsically sustainable approach; however, aquaponic systems need continuous maintenance and the processes need tight control. Starting from these considerations, in this work, a 4.0-oriented acquaponic system that integrates the relevant enabling technologies of the 4.0 Era is presented. In particular, the proposed system relies on two major technologies: i) the adoption of a dedicated microwave reflectometry-based system for monitoring recycled water quality inside the tanks; and ii) a superabsorbing hydrogel technology to improve the system effectiveness. In addition, to these technologies also IoT was adopted for guaranteeing automation and remote monitoring and control of the overall aquaponic system. This paper describes the design, implementation and functional validation of a prototype of the proposed aquaponic system.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124997838","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

Towards Automating Social Distance Violations using AIoT 利用AIoT实现社交距离违规的自动化

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597210

I. Zualkernan, O. Al-Kofahi, Amir Khan, Syed Raza Imam Zaidi, K. Hassan

{"title":"Towards Automating Social Distance Violations using AIoT","authors":"I. Zualkernan, O. Al-Kofahi, Amir Khan, Syed Raza Imam Zaidi, K. Hassan","doi":"10.1109/rtsi50628.2021.9597210","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597210","url":null,"abstract":"The pandemic caused by the COVID 19 virus had a tremendous impact on the retail and tourism industry resulting in a loss of around two trillion dollars per year. Recovering completely from the pandemic may take several years and safety guidelines like social distancing will remain a norm for many years to come. Many governments have levied heavy fines for businesses that fail to implement social distancing guidelines. Implementing manual social distancing policies can be expensive and error prone. This paper proposes a smart system that uses cameras along with Artificial Intelligence Internet of Things (AIoT) edge devices like the Nvidia Nano GPU to automatically detect social distance violations on the edge. The system achieved an accuracy of 92.2% and an F1-Score of 0.851 using a single camera only. On an Nvidia Nano, the system has a very acceptable rate of 1.7 frames per second on the edge obviating the need for any expensive back-end transmission and processing. The system uses the MQTT protocol to instantly notify the manager or owner of the business via a mobile App and a Web application for necessary action.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130845326","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