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

Interpolation and Resampling Accuracy in the Processing of Input Data for Short-term Dispatching of Large Power Systems 大型电力系统短期调度输入数据处理中的插值和重采样精度

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597325

V. D. Giorgio, R. Langella, A. Testa, Cristiano Martarelli

引用次数: 0

Long Term Wind Turbine Performance Analysis Through SCADA Data: A Case Study 通过SCADA数据的长期风力涡轮机性能分析: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/rtsi50628.2021.9597326

D. Astolfi, Gabriele Malgaroli, F. Spertino, A. Amato, A. Lombardi, L. Terzi

{"title":"Long Term Wind Turbine Performance Analysis Through SCADA Data: A Case Study","authors":"D. Astolfi, Gabriele Malgaroli, F. Spertino, A. Amato, A. Lombardi, L. Terzi","doi":"10.1109/rtsi50628.2021.9597326","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597326","url":null,"abstract":"Performance monitoring of horizontal-axis wind turbines is a complex task because they operate under nonstationary conditions. Furthermore, in real-world applications, there can be data quality issues because the free stream wind speed is reconstructed through a nacelle transfer function from cup anemometers measurements collected behind the rotor span. Given these matters of fact, one of the objectives of the present work is applying an innovative method for correcting the nacelle wind speed measurements, which is based on the manufacturer power curve and statistical considerations. Three operating wind turbines, having 2 MW of rated power and owned by the ENGIE Italia company, are contemplated as test cases. Operation data spanning ten years (2011–2020) are studied: actually, this work aims as well at contributing to the methods for estimating the performance decline with age of wind turbines, basing on long term SCADA data analysis. The raw and corrected wind speed measurements are fed as input to a Support Vector Regression for the power curve: by selecting appropriately the training and validation data sets, it is possible to estimate the average yearly rate of performance decline. Using the corrected wind speed, the estimate obtained in this study is compatible with the most recent findings in the literature, which indicate a -0.17% decline per year.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"13 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":"116656330","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

Analysis and Classification of Patients with Acute Myocardial Infarction by Using Nonlinear Mixed-Effects Modeling 非线性混合效应模型在急性心肌梗死患者分析与分类中的应用

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597279

A. Procopio, A. Merola, C. Cosentino, S. D. Rosa, G. Canino, J. Sabatino, Jessica Ielapi, C. Indolfi, Francesco Amato

{"title":"Analysis and Classification of Patients with Acute Myocardial Infarction by Using Nonlinear Mixed-Effects Modeling","authors":"A. Procopio, A. Merola, C. Cosentino, S. D. Rosa, G. Canino, J. Sabatino, Jessica Ielapi, C. Indolfi, Francesco Amato","doi":"10.1109/rtsi50628.2021.9597279","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597279","url":null,"abstract":"In this preliminary study, the nonlinear mixed-effects modeling-based methodology has been chosen to investigate and evaluate the possible implication of some clinical cofactors on the release of biomarker cardiac troponin T (cTnT) in patients with acute myocardial infarction (AMI) and ST-segment elevation (STEMI). The aim of the study consists of the identification of subclasses of STEMI patients with different characteristics and, potentially, different clinical or pharmacological needs. An ad-hoc mathematical model, describing the biomarker release process subsequent to AMI, has been devised and exploited to estimate typical parameter values, and to evaluate the impact of covariates on the cTnT release curve. Among all the available co-factors, the mixed-effect analysis has found dyslipidemia to be a statistically significant one. More specifically, it has highlighted a relevant effect on the model parameters related to cTnT clearance. By increasing the number of co-factors, and enlarging the patients dataset, this approach may be useful in the automatic categorization and to unravel potentially unknown interactions between cofactors in AMI patients.","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":"129839002","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

Preliminary Sensitivity Analysis of Combinatorial Optimization (CO) for NILM Applications: Effect of the Meter Accuracy 组合优化(CO)在NILM应用中的初步灵敏度分析:仪表精度的影响

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597362

Giuseppe Berrettoni, C. Bourelly, D. Capriglione, L. Ferrigno, G. Miele

{"title":"Preliminary Sensitivity Analysis of Combinatorial Optimization (CO) for NILM Applications: Effect of the Meter Accuracy","authors":"Giuseppe Berrettoni, C. Bourelly, D. Capriglione, L. Ferrigno, G. Miele","doi":"10.1109/rtsi50628.2021.9597362","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597362","url":null,"abstract":"Non-Intrusive Load Monitoring (NILM) techniques are today of great interest for several applications contexts. Indeed, the possibility of exploiting these techniques for having energy consumption data in a unique aggregated metric is very attractive not only for the cost-saving (due to the installation of a reduced number of meters) but also for catching important information coming from the field and addressed to implement predictive maintenance paradigms on the devices of interest. As matter of fact, the continued analysis (by means of the NILM techniques) of each load behavior could enable in detecting of dangerous situations or also identify incoming slow faults occurring on the loads themselves. Although the NILM techniques have been deeply analyzed in the scientific literature, some lacks are related to the analysis of the impact of the measurement uncertainty on their performance as well as to the capability of correctly identifying the loads operating against the number of loads present. In this framework, this paper proposes a preliminary sensitivity analysis aimed at verifying the impact of the meters measurement uncertainty and the number of loads involved on the performance of a well-known NILM technique, i.e. the Combinatorial Optimization (CO). To this aim, several measurement accuracies, power metrics, and the number of loads have been taken into account. The achieved results prove how the considered quantities of influence generally affect the performance of CO and can also provide useful information to the designers of the measurement system as an example in defining the best feature to be used, the maximum measurement uncertainty for a given number of loads, able to warrant the target accuracy required by the specific application.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"138 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":"121318299","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

Analysis of the Uncertainty of EIS Battery Data Fitting to an Equivalent Circuit Model 等效电路模型拟合EIS电池数据的不确定性分析

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597288

F. Santoni, A. D. Angelis, A. Moschitta, P. Carbone

{"title":"Analysis of the Uncertainty of EIS Battery Data Fitting to an Equivalent Circuit Model","authors":"F. Santoni, A. D. Angelis, A. Moschitta, P. Carbone","doi":"10.1109/rtsi50628.2021.9597288","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597288","url":null,"abstract":"In this work an analysis of the uncertainty on electrochemical impedance spectroscopy (EIS) of batteries is presented. Four-wire impedance measurements are performed by using a low-complexity and low-cost approach. EIS data are fitted to an equivalent circuit model through a non-linear least-square regression algorithm. Two equivalent circuit models, with 6 and 9 parameters respectively, are scrutinized. The 9-parameters model is chosen as being more accurate. The uncertainty on extracted parameters is evaluated as the sample standard deviation over repeated measurement of the complex impedance, and by error propagation on the least-square estimator for each observation of a single impedance curve. Results of both approaches are compared, and even though there is a significant difference, they are shown to be equivalent for all practical purpose, i.e. for a hypothetical online battery monitoring system testing a battery when it is in use, extracting equivalent circuit parameters and their uncertainty from a single observation. Also the uncertainty is estimated for three different values of the injected current. The high relative uncertainty on some of the parameters suggests a sensitivity of the model restricted to a limited set of the parameters. The analysis of the sensitivity is left as an open problem for future investigations.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"32 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":"121563683","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

Service for Airborne Fundamental Equipment Delivery by Remotely Operated Platforms 远程操作平台机载基础设备交付服务

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597320

Giorgio de Alteriis, V. Bottino, C. Conte, G. Rufino, R. S. L. Moriello, D. Accardo

{"title":"Service for Airborne Fundamental Equipment Delivery by Remotely Operated Platforms","authors":"Giorgio de Alteriis, V. Bottino, C. Conte, G. Rufino, R. S. L. Moriello, D. Accardo","doi":"10.1109/rtsi50628.2021.9597320","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597320","url":null,"abstract":"It is well known that the initial field of use of Unmanned Aircraft Systems (UAS, commonly known as drones) was the military one, but nowadays they are used in a huge number of civilian tasks such as agriculture, cinematography, and on demand transport of goods and services and many other applications are in development. Particularly, the healthcare area is a prime concern, and during the Covid-19 pandemic the considerable potential of drones was highlighted both in terms of contrasting and overcoming the emergency. Indeed, their applications included monitoring for prevention, sanitization, and transfer (deliveries / collections) of material without approaching between operators and users of the service. This paper presents the service for equipment delivery by drone remotely operated, performed using drones for the delivery or picking up of small and medium-sized objects to/from the home of people subjected to quarantine. The users of these services can include all those who are affected by pathologies similar to the pandemic disease Covid-19 and who are forced into quarantine situations, finding themselves in an asymptomatic or symptomatic state.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"18 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":"121656234","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

Comparison of piezoelectric transducers for treadmill vibration energy harvesting 跑步机振动能量收集用压电换能器的比较

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597369

Nik Fakhri Nek Daud, Ruzlaini Ghoni, M. T. Ibrahim, Mohd Rizal Shaharudin

{"title":"Comparison of piezoelectric transducers for treadmill vibration energy harvesting","authors":"Nik Fakhri Nek Daud, Ruzlaini Ghoni, M. T. Ibrahim, Mohd Rizal Shaharudin","doi":"10.1109/rtsi50628.2021.9597369","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597369","url":null,"abstract":"Mechanical energy is a suitable solution to the acquisition of environmentally friendly electricity. Pressure, heat and vibration are common energy sources produced by ambient and man-made energy. This paper addresses treadmill vibration energy harvesting in an optimised way to meet the energy requirements of portable electronics devices using unimorph, bimorph piezoelectric cantilevers and ceramic discs piezoelectric. Due to its design flexibility, piezoelectric transduction mechanism is one of the most used techniques for vibration energy harvesting. The feasibility of vibration energy harvested from treadmill was theoretically and experimentally assessed on different gender; male and female of different weights at different speeds and the output power were recorded. We seek to experimentally prove the hypothesis that bimorph piezoelectric cantilever is better in comparison to unimorph cantilever and ceramic disc cantilever. We also seek to experimentally prove that different human weights and treadmill speeds contributed to the output power generation.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"16 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":"122248463","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 resolution-enhanced product for the SMAP L-band radiometer SMAP l波段辐射计的分辨率增强产品

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597368

M. Alparone, F. Nunziata, C. Estatico, M. Migliaccio

引用次数: 0

V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm V-IoT:基于体积路径遗传算法的智能液压分配系统

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597258

K C OKAFOR, O. M. Longe

{"title":"V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm","authors":"K C OKAFOR, O. M. Longe","doi":"10.1109/rtsi50628.2021.9597258","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597258","url":null,"abstract":"Hydraulic distribution systems (HDS) are widely used in the Mechatronics industry to drive manufacturing machines, heavy-duty vehicles, equipment, and distribute fluids automatically with control valves and pipelines/horses. The absence of smart sensors, valves, and cylinders hinder the reporting of real-time state information about hydraulic motion controllers and pipeline networks. Legacy HD lacks active and structured communication protocols like Ethernet-IP. Unfortunately, these hydraulic flow systems are poorly designed during large-scale deployment at both residential and industrial areas. Cases of leakages and failures still abound. In some cases, there are no reference standards for IoT integration with fluid flow systems. In this paper, Volumetric IoT (V-IoT) sensors are introduced to monitor hydraulic flow systems leveraging route genetic algorithm. A state diagram for leakage amplitude monitoring is presented. Considering its node-to-node connectivity for steady-state monitoring, the enhanced V-IoT, with Genetic and Fibonacci algorithms offered leakage amplitude of 23.07%, 30.77%, and 46.16% respectively.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"134 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":"116832750","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

Virtual Reality Percussion Simulator for Medical Student Training 医学生训练的虚拟现实冲击模拟器

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI) Pub Date : 2021-09-06 DOI: 10.1109/rtsi50628.2021.9597234

Luis Andrés Puértolas Bálint, K. Althoefer, L. Macías

{"title":"Virtual Reality Percussion Simulator for Medical Student Training","authors":"Luis Andrés Puértolas Bálint, K. Althoefer, L. Macías","doi":"10.1109/rtsi50628.2021.9597234","DOIUrl":"https://doi.org/10.1109/rtsi50628.2021.9597234","url":null,"abstract":"As the ‘inventor’ of percussion as a diagnostic tool, Leopold Auenbrugger can be considered one of the founders of modern medicine [1], [2]. As a technique, it enabled clinicians to identify pathologic changes within a patient in realtime - changes which, until then, had only been identifiable posthumously by way of autopsy. In 1761, having spent seven years working in clinical settings, Auenbrugger published a work entitled “New Invention by Means of Percussing the Human Thorax for Detecting Signs of Obscure Disease of the Interior of the Chest”, in which he described four percussive tones, relating each to specific illnesses. The technique is still relevant today, but the sounds, of which 5 types have now been classified, are nonetheless tricky to identify as they are not so obviously distinct from one another. Training medical staff is therefore key, and in the light of the current pandemic, during which training opportunities with real live patients have been somewhat limited, interest in training with virtual patients has increased. The haptic virtual reality [3] simulator provides a means to this end, enabling excellent training opportunities for medical staff in a safe and economically viable environment.","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":"128543655","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