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Memristive devices for metrological applications 计量用记忆装置
Q3 Engineering Pub Date : 2023-09-26 DOI: 10.21014/actaimeko.v12i3.1450
Vitor Cabral, Alessandro Cultrera, Shaochuan Chen, João Pereira, Luís Ribeiro, Isabel Godinho, Luca Boarino, Nastacia De Leo, Luca Callegaro, Susana Cardoso, Ilia Valov, Gianluca Milano
The EMPIR project 20FUN06 MEMQuD - “Memristive devices as quantum standard for nanometrology” has as one of its fundamental goals the development of technical capability and scientific knowledge for the implementation of a quantum resistance standard based on memristive devices characterized by high scalability down to the nanometer scale, CMOS compatibility and working in air at room temperature. In this work it is presented an overview of the project, highlighted relevant characteristics and working principles of memristive devices and potential applications with focus on metrological application with framing allowed by the last revision of the International System of Units (SI) that is the motivation and background for the aim of this project
emir项目20FUN06 MEMQuD——“忆阻器件作为纳米计量的量子标准”,其基本目标之一是发展技术能力和科学知识,以实现基于忆阻器件的量子电阻标准,其特点是高可扩展性,低至纳米尺度,CMOS兼容性和在室温空气中工作。在这项工作中,介绍了该项目的概述,强调了记忆装置的相关特征和工作原理,以及潜在的应用,重点是国际单位制(SI)最新修订允许的框架计量应用,这是该项目的动机和背景
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引用次数: 1
Material characterization and uncertainty evaluation at millimetre wave frequencies in TUBITAK UME TUBITAK UME在毫米波频率下的材料特性和不确定度评估
Q3 Engineering Pub Date : 2023-09-26 DOI: 10.21014/actaimeko.v12i3.1443
Erkan Danaci, Emre Cetin
The frequency response of the materials which are used in communication systems has gained increasing importance nowadays. Frequency response measurements of materials in laboratory environments do not contain sufficient information about real working environment conditions. The free space dielectric measurement method, known as one of the most frequently used material characterization methods at high frequencies, is used to give more accurate results under real operating conditions. In this study, using the TUBITAK UME’s infrastructure, the measurement results in free space at millimetre wave frequency, and the uncertainty calculations of the measurements are given for some materials such as Teflon, Fr4, Komacel, and Air. Measurements were performed at two different frequency bands such as E and D bands by using KMMS software which is known to run up to 50 GHz frequency. Measurement results of materials were compared with the known low-frequency response of the materials in this study. And uncertainty calculation model was discussed in this study either.
目前,通信系统中所用材料的频率响应越来越受到重视。实验室环境中材料的频率响应测量不包含真实工作环境条件的足够信息。自由空间介电测量法是高频下最常用的材料表征方法之一,用于在实际工作条件下给出更准确的结果。在本研究中,使用TUBITAK UME的基础设施,在毫米波频率下的自由空间进行测量,并给出了一些材料(如Teflon, Fr4, Komacel和Air)测量的不确定度计算。测量是在两个不同的频段进行的,例如E和D频段,使用KMMS软件,该软件已知可运行到50 GHz频率。将材料的测量结果与已知材料的低频响应进行了比较。本文还讨论了不确定性计算模型。
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引用次数: 1
Wearable devices and Machine Learning algorithms to assess indoor thermal sensation: metrological analysis 可穿戴设备和机器学习算法评估室内热感觉:计量分析
Q3 Engineering Pub Date : 2023-09-25 DOI: 10.21014/actaimeko.v12i3.1570
Gloria Cosoli, Silvia Angela Mansi, Gian Marco Revel, Marco Arnesano
Personal comfort modeling is considered the most promising solution for indoor thermal comfort management in buildings. The use of wearable sensors is investigated for the real-time measurement of physiological signals to train comfort models for buildings monitoring and control. To achieve the required reliability, different uncertainty sources should be considered and weighted in the measurement results evaluation. This study presents an example of personal comfort model (PCM) development based on wearable sensors (i.e., Empatica E4 smartband and MUSE headband) acquiring multimodal signals (i.e., photoplethysmographic – PPG, electrodermal activity – EDA, skin temperature – SKT, and electroencephalographic – EEG ones), together with a metrological characterization of the modeling procedure. Starting from the data collected within an experimental campaign on 76 subjects, different Machine Learning (ML) algorithms were exploited to create comfort models capable of predicting the human thermal sensation (TS). The most accurate model was considered to investigate the impact of sensors uncertainty through a Monte Carlo simulation. Results showed that the Random Forest model is the best performing one (accuracy: 0.86). Monte Carlo simulation method proved that the model is very robust towards measurement uncertainties of input features (expanded uncertainty of the model accuracy: ± 0.04, k = 2). This confirms the possibility to derive the subject’s TS exploiting only physiological signals; measurement uncertainty is influenced mostly by PPG and EDA signals. This kind of investigation could lead to the development of PCMs, exploitable within control systems to optimize subjects’ well-being and building energy efficiency.
个人舒适建模被认为是建筑室内热舒适管理中最有前途的解决方案。研究了使用可穿戴传感器实时测量生理信号,以训练建筑物监测和控制的舒适模型。在测量结果评价中,要考虑不同的不确定度源,并对其进行加权,以达到所要求的可靠性。本研究提出了一个基于可穿戴传感器(即Empatica E4智能腕带和MUSE头带)获取多模态信号(即光体积脉搏图- PPG,皮肤电活动- EDA,皮肤温度- SKT和脑电图- EEG)的个人舒适模型(PCM)开发示例,以及建模过程的计量学特征。从76个受试者的实验活动中收集的数据开始,利用不同的机器学习(ML)算法来创建能够预测人体热感觉(TS)的舒适度模型。通过蒙特卡罗模拟研究传感器不确定性的影响是最准确的模型。结果表明,随机森林模型是表现最好的模型,准确率为0.86。蒙特卡罗模拟方法证明了该模型对输入特征的测量不确定性具有很强的鲁棒性(模型精度的扩展不确定性:±0.04,k = 2)。这证实了仅利用生理信号推导受试者TS的可能性;测量不确定度主要受PPG和EDA信号的影响。这种调查可能导致PCMs的发展,可在控制系统中利用,以优化受试者的福祉和建筑能源效率。
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引用次数: 1
MicroCT imaging of canid diaphyses: bone ontogeny from a zooarchaeological and digital perspective 犬科动物骨干的显微ct成像:从动物考古学和数字角度看骨个体发育
Q3 Engineering Pub Date : 2023-09-25 DOI: 10.21014/actaimeko.v12i3.1476
Francesco Boschin, Federico Bernardini
X-ray microCT offers the possibility of studying the internal structure of animal remains by detecting age-related changes in bone microstructure. In the present work, we analyse developmental patterns of the diaphyseal structure in canids. In particular, the first metacarpal of current and archaeological individuals of red fox (Vulpes vulpes) and wolf (Canis lupus) was analysed. Variables describing bone structure were measured by inferring bone development through the observation of cross-sections. The results show how bone structure changes over the course of a lifetime and how this approach makes it possible to separate young and older individuals. This is important from a zooarchaeological point of view to estimate the age at death of fragmentary animal remains and to discriminate taxa characterised by similar morphology but different adult body size using a non-destructive approach.
x射线显微ct通过检测骨骼微观结构的年龄相关变化,为研究动物遗骸的内部结构提供了可能。在目前的工作中,我们分析了犬科动物骨干结构的发育模式。特别地,对红狐(Vulpes Vulpes)和狼(Canis lupus)现在和考古个体的第一掌骨进行了分析。描述骨结构的变量是通过观察横截面来推测骨发育来测量的。研究结果显示了骨骼结构在一生中是如何变化的,以及这种方法如何使区分年轻人和老年人成为可能。从动物考古学的角度来看,这对于估计碎片动物遗骸的死亡年龄和使用非破坏性方法区分具有相似形态但不同成年体大小特征的分类群非常重要。
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引用次数: 1
Optical coherence tomography based diabetic – ophthalmic disease classification and measurement using bilateral filter and transfer learning approach 基于光学相干断层扫描的双侧滤波和迁移学习方法的糖尿病眼疾病分类与测量
Q3 Engineering Pub Date : 2023-09-25 DOI: 10.21014/actaimeko.v12i3.1345
K. Yojana, L. Thillai Rani
Optical Coherence Tomography (OCT) is a smooth application of low coherence interferometer with high air resolution and highly sensitive heterodyne detection technology to tomographic image measurement of living organisms. Currently, clinical applications are becoming more widespread in ophthalmology, cardiovascular system, dermatology, and dentistry. The problem with OCT is that the measurement area is as narrow as a few mm compared to other tomographic image measurement techniques, and it was initially applied to ophthalmology. Since then, various researches and developments have been carried out to expand clinical applications. Michelson type fiber optic interferometer is used for image acquisition. This paper presents a classification of ophthalmic diseases caused by diabetes. Bilateral filter is used for image pre-processing and noise removal. A transfer learning approach is implemented which uses AlexNet and Support vector machine (SVM) to classify the images. The AlexNet model is used to extract the features form the images and these features are classified using SVM model. The novelty of the proposed model lies in the use of image denoising using bilateral filter and then classification of the AlexNet features using SVM thereby achieving better classification accuracy with less training data. This also leads to better resource utilization. The ailments under study are Choroidal Neovascularization (CNV), Diabetic Macular Edema (DME), DRUSEN, and NORMAL. The proposed approach produced a higher classification accuracy of 99 % when compared to other deep learning algorithms like CNN, AlexNet and GoogleNet. The precision, sensitivity and specificity are recorded as 0.98, 0.99, and 0.99 respectively.
光学相干层析成像技术(Optical Coherence Tomography, OCT)是将具有高空气分辨率的低相干干涉仪和高灵敏度外差检测技术顺利应用于活体生物的层析成像测量。目前,在眼科、心血管系统、皮肤科、牙科等领域的临床应用越来越广泛。OCT的问题在于,与其他断层成像测量技术相比,测量区域窄至几毫米,最初应用于眼科。从那时起,开展了各种研究和开发,以扩大临床应用。图像采集采用迈克尔逊型光纤干涉仪。本文介绍了糖尿病引起的眼部疾病的分类。采用双边滤波器对图像进行预处理和去噪。利用AlexNet和支持向量机(SVM)对图像进行分类,实现了一种迁移学习方法。使用AlexNet模型从图像中提取特征,并使用SVM模型对这些特征进行分类。该模型的新颖之处在于使用双边滤波器对图像去噪,然后使用SVM对AlexNet特征进行分类,从而在训练数据较少的情况下获得更好的分类精度。这也导致更好的资源利用。研究的疾病是脉络膜新生血管(CNV)、糖尿病性黄斑水肿(DME)、DRUSEN和NORMAL。与CNN、AlexNet和GoogleNet等其他深度学习算法相比,该方法的分类准确率达到了99%。精密度为0.98,灵敏度为0.99,特异度为0.99。
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引用次数: 1
Characterization and provenance of Roman tiles from the archaeological sites of Cariati, Scala Coeli and Terravecchia (Calabria, Southern Italy) Cariati、Scala Coeli和Terravecchia(意大利南部卡拉布里亚)考古遗址中罗马瓷砖的特征和来源
Q3 Engineering Pub Date : 2023-09-25 DOI: 10.21014/actaimeko.v12i3.1484
Armando Taliano Grasso, Salvatore Medaglia, Raffaella De Luca, Andrea Bloise, Sasha Carinola, Domenico Miriello
This paper concerns the archaeometric study carried out on a group of tiles and a brick belonging to the Roman period. In particular, the samples are dated back to the late 3rd-1st century BC and they come from the archaeological sites of Cariati, Scala Coeli and Terravecchia, in the province of Cosenza (Calabria, Southern Italy). Some of these samples are impressed with the stamps L./N. LUSIPETEL and M. MECONI, belonging to a production plant that operated in the north-central Ionian coast of the Calabria Region between the late Republican period and the Imperial age, owned to two important families of Petelia (today Strongoli). All samples were analyzed by Optical microscopy, X-ray Powder Diffraction and Energy Dispersion Microanalysis by Scanning Electron Microscope, in order to determine their minero-petrographic features and their geochemical composition, to identify the extraction area of the raw materials and the technological aspects related to the processing of the clay. In addition, the comparison between the chemical composition of the samples with the clay and the sand coming from some quarries of the Cariati area confirms that most of the samples were locally produced using raw materials from natural Pliocene outcrops.
这篇论文是关于对罗马时期的一组瓦片和一块砖进行的考古研究。特别是,这些样品可以追溯到公元前3 -1世纪晚期,它们来自科森扎省(意大利南部卡拉布里亚)的Cariati, Scala Coeli和Terravecchia考古遗址。这些样品中有一些印有l /N的邮票。LUSIPETEL和M. MECONI属于共和晚期和帝国时代之间卡拉布里亚地区爱奥尼亚海岸中北部的一家生产工厂,属于两个重要的Petelia家族(今天的Strongoli)。通过光学显微镜、x射线粉末衍射和扫描电镜对样品进行分析,确定样品的矿物岩相特征和地球化学组成,确定原料的提取区域和与粘土加工有关的工艺方面。此外,将样品的化学成分与来自Cariati地区一些采石场的粘土和沙子进行比较,证实了大多数样品是使用天然上新世露头的原材料在当地生产的。
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引用次数: 1
A solar PV model parameters estimation based on an improved manta foraging algorithm with dynamic fitness distance balance 基于改进蝠鲼觅食算法的动态适应度距离平衡太阳能光伏模型参数估计
Q3 Engineering Pub Date : 2023-09-22 DOI: 10.21014/actaimeko.v12i3.1565
Mouncef El Marghichi, Soufiane Dangoury, Mohammed Amine Amlila
Accurately simulating and operating photovoltaic (PV) modules or solar cells requires determining specific model parameters based on experimental data. Extracting these parameters is crucial for analyzing system performance under various conditions such as temperature and sunlight variations. However, modeling solar photovoltaic systems is inherently nonlinear, which calls for an efficient algorithm. In this study, we employ the MRFO-dFDB (Manta Ray Foraging Optimization with dynamic Fitness Distance Balance) algorithm, which utilizes fitness distance balance to balance the exploration and exploitation of the search area when assessing parameters in solar PV models. By applying MRFO-dFDB to extract parameters from the STP6-120/36 and Photowatt-PWP201 solar modules, we observe exceptional predictive performance for both single diode (SDM) and double diode (DDM) models. MRFO-dFDB exhibits superior performance compared to state-of-the-art methods. It achieves lower Root-Mean-Square Error (RMSE) values, specifically < 15.3 mA for the STP6-120/36 module and <2.4 mA for the Photowatt-PWP201 module. Additionally, it demonstrates lower maximum errors of 39.02 mA and 5.33 mA, as well as lower power errors of 155.42 mW and 14.122 mW, for the STP6-120/36 and Photowatt-PWP201 solar modules, respectively. Furthermore, it exhibits excellent performance with faster computation speed (< 30.1 seconds in all tests), further emphasizing its superiority.
准确模拟和操作光伏组件或太阳能电池需要根据实验数据确定特定的模型参数。提取这些参数对于分析系统在各种条件下(如温度和阳光变化)的性能至关重要。然而,太阳能光伏系统的建模本质上是非线性的,这就需要一种有效的算法。在本研究中,我们采用了MRFO-dFDB (Manta Ray Foraging Optimization with dynamic Fitness Distance Balance)算法,该算法在评估太阳能光伏模型参数时,利用适应度距离平衡来平衡搜索区域的探索和利用。通过应用MRFO-dFDB从STP6-120/36和Photowatt-PWP201太阳能组件中提取参数,我们观察到单二极管(SDM)和双二极管(DDM)模型的卓越预测性能。与最先进的方法相比,MRFO-dFDB具有优越的性能。它可以实现较低的均方根误差(RMSE)值,特别是<STP6-120/36模块为15.3 mA, Photowatt-PWP201模块为2.4 mA。此外,STP6-120/36和Photowatt-PWP201太阳能组件的最大误差分别为39.02 mA和5.33 mA,功率误差分别为155.42 mW和14.122 mW。此外,它还具有更快的计算速度(<30.1秒),进一步强调了它的优越性。
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引用次数: 2
Vibroacoustic heritage monitoring with a standalone system 带有独立系统的振动声遗产监测
Q3 Engineering Pub Date : 2023-09-22 DOI: 10.21014/actaimeko.v12i3.1472
Fabrizio Barone, Marco Casazza, Rocco Romano
This paper describes the results of the preliminary application tests for a stand-alone prototype data acquisition system. The system was developed for monitoring and characterizing the vibroacoustic landscape and, in particular, the vibroacoustic heritage, such as music instruments, performing spaces and areas of historical relevance. The tests, performed on a building in the historical center of Napoli, show a possible interconnection between acoustic and displacement signals, as external forcing of the monitored structure, with exchange of the cause-and-effect roles, especially at low frequency.
本文介绍了一个独立样机数据采集系统的初步应用测试结果。该系统的开发是为了监测和描述振声景观,特别是振声遗产,如乐器、表演空间和历史相关区域。在那不勒斯历史中心的一座建筑物上进行的测试表明,声学和位移信号之间可能存在相互联系,作为受监测结构的外部强迫,具有因果作用的交换,特别是在低频。
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引用次数: 1
Incidence rate estimation of SARS-COVID-19 via a Polya process scheme: a comparative analysis in Italy and European countries 基于Polya流程方案的SARS-COVID-19发病率估算:意大利与欧洲国家的比较分析
Q3 Engineering Pub Date : 2023-09-21 DOI: 10.21014/actaimeko.v12i3.1534
Filippo Carone Fabiani, Rosario Schiano Lo Moriello, Davide Ruggiero
During an ongoing epidemic, especially in the case of a new agent, data are partial and sparse, also affected by external factors, as for example climatic effects or preparedness and response capability of healthcare structures. Despite that, we showed how, under some universality assumptions, it is possible to extract strategic insights by modelling the pandemic through a probabilistic Polya urn scheme. Adopting a Polya framework, we provided both the distribution of infected cases and the asymptotic estimation of the incidence rate, showing that data are consistent with a general underlying process at different scales. Using European confirmed cases and diagnostic test data on COVID-19, we also provided an extensive comparison among European countries and between Europe and Italy at regional scale, for both the two big waves of infection. We globally estimated an incidence rate in accordance with previous studies.
在持续流行期间,特别是在新病原体的情况下,数据是不完整和稀少的,还受到外部因素的影响,例如气候影响或卫生保健机构的防备和反应能力。尽管如此,我们展示了如何在一些普遍性假设下,通过概率Polya瓮方案对大流行进行建模来提取战略见解。采用Polya框架,我们提供了感染病例的分布和发病率的渐近估计,表明数据与不同尺度的一般基本过程一致。我们还利用欧洲确诊病例和COVID-19诊断测试数据,在欧洲国家之间以及欧洲和意大利之间的区域范围内,对两大感染浪潮进行了广泛的比较。我们根据以前的研究估计了全球发病率。
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引用次数: 1
Characterization, traceability, and uncertainty estimation of reference solar panel module measurements using pulsed solar simulators and reference solar cells 使用脉冲太阳能模拟器和参考太阳能电池的参考太阳能电池板模块测量的表征,可追溯性和不确定性估计
Q3 Engineering Pub Date : 2023-09-18 DOI: 10.21014/actaimeko.v12i3.1525
Abdallah Karmalawi
This paper presents the design, characterization, and traceability of reference solar panel modules for determining the performance of photovoltaic (PV) modules at standard test conditions (STC). The research introduces an advanced experimental system based on a class AAA pulsed solar simulator to measure the radiometric, electrical performances, and efficiency of PV modules. I-V/P characteristics of three PV modules at different STCs and the associated uncertainty budget of the system were estimated. I-V characteristic and associated parameters including Isc, Voc, Pmax, FF, and efficiency were measured. The radiometric and electrical traceability were discussed, and the relative expanded combined uncertainties were concluded to be 1.62 % (Isc), 0.42 % (Voc), 2.05 % (Pmax), and 2.5% (η), with a coverage factor k = 2. Reference solar panel modules were also used on-site to test the performance of large PV panels, and the results are reported.
本文介绍了用于确定光伏(PV)组件在标准测试条件(STC)下的性能的参考太阳能电池板组件的设计、表征和可追溯性。本研究介绍了一种先进的基于AAA级脉冲太阳模拟器的实验系统,用于测量光伏组件的辐射性能、电性能和效率。对三个光伏组件在不同STCs下的I-V/P特性和系统的不确定性预算进行了估计。测量I-V特性和相关参数,包括Isc、Voc、Pmax、FF和效率。讨论了辐射溯源性和电溯源性,得出了相对扩展组合不确定度分别为1.62% (Isc)、0.42% (Voc)、2.05% (Pmax)和2.5% (η),覆盖因子k = 2。采用参考太阳能电池板组件对大型光伏电池板进行了现场性能测试,并对测试结果进行了报道。
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引用次数: 2
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