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2022 IEEE Biennial Congress of Argentina (ARGENCON)最新文献

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Global Temperature Anomaly by Volterra-Laguerre Model from CO2 Emission, Solar Irradiance, Population, and the Oceans Heat Content 基于CO2排放、太阳辐照度、人口和海洋热含量的voltera - laguerre模式的全球温度异常
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9940144
C. Medina-Ramos, D. Carbonel-Olazabal, J. Betetta-Gomez, Irene Tafur-Anzualdo
This paper presents a model based on the first-order Volterra series with Laguerre polynomials to identify the dynamics of global temperature anomalies in the last century. The independent variables to use in the model must be capable of predicting future anomalies, which should be chosen after analyzing the parameters used in significant models to predict global warming. Consequently, based on such studies and the criteria of this research, the selected set of parameters related to the proposed model is the following: the anthropogenic CO2, the total solar irradiance, global population, and ocean heat content. Focused on obtaining that model, the Volterra series, six Laguerre polynomials, unitary normalization, and the correlation factors between variables were applied to identify such anomalies. Results show a mathematical model multivariate techniques consistently can outperform other models like statistical models.Further, the performance of the Volterra-Laguerre model provides evidence that the variables in this proposal can forecast temperature anomalies with an error of less than 5% in the last thirty years of the period study. The proposed model has identified the dynamics of the global temperature anomaly, and the variables reveal that industrial activities and human actions must be part of the reflection to implement international policies that cushion climatic anomalies. Safely, only effective rules will prevent the increasing global warming effect and consequently deterioration of the marine habitat, the alteration of the water cycle, and the reproductive change of vegetables.
本文提出了一个基于一阶Volterra级数和Laguerre多项式的模型来识别上个世纪全球温度异常的动态。模型中使用的自变量必须能够预测未来的异常,这些异常应该在分析用于预测全球变暖的重要模型中使用的参数后选择。因此,基于这些研究和本研究的标准,与所建议模式相关的一组选定参数如下:人为CO2、太阳总辐照度、全球人口和海洋热含量。为了获得该模型,我们应用了Volterra级数、六个拉盖尔多项式、酉归一化和变量之间的相关因子来识别这种异常。结果表明,数学模型多变量技术始终优于其他模型,如统计模型。此外,voltera - laguerre模型的性能提供了证据,表明该建议中的变量可以在周期研究的最后三十年中以小于5%的误差预测温度异常。所提出的模型已经确定了全球温度异常的动态,变量表明,工业活动和人类活动必须是反映的一部分,以实施缓解气候异常的国际政策。安全的是,只有有效的规则才能防止全球变暖效应的加剧以及由此导致的海洋栖息地的恶化、水循环的改变和蔬菜繁殖的变化。
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引用次数: 0
Interpretación y visualización de características en texturas mediante Redes Neuronales Convolucionales 利用卷积神经网络对纹理特征进行解释和可视化
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939876
Diego S. Comas, Agustín Amalfitano, G.J. Meschino, V. Ballarin
La textura es una característica relevante en muchos tipos de imágenes y su representación e identificación es uno de los problemas esenciales y más desafiantes del procesamiento digital de imágenes. Una región con una textura determinada tiene propiedades estadísticas específicas, repitiendo ciertos grupos de píxeles periódicamente con algún grado de variabilidad en su apariencia y posición relativa. Dentro de las redes basadas en aprendizaje profundo, las Redes Neuronales Convolucionales (CNN) han tomado enorme impulso en procesamiento de imágenes. Su potencial está en que, una vez entrenadas, contienen información que puede ampliar el campo de conocimiento sobre el problema bajo estudio, si se encuentran mecanismos adecuados para su análisis e interpretación. La visualización de características brinda un marco adecuado para esta tarea, generando imágenes que describen qué es lo que cada filtro describe. Con un enfoque adecuado, su análisis permite dar una interpretación de las características y extraer conocimiento. En este trabajo se presenta un enfoque para la interpretación de texturas a partir de visualización de características, utilizando CNN entrenadas con bases de datos de texturas. Los resultados indican que el enfoque propuesto permite identificar patrones/características descriptas por cada filtro, dando interpretación y significado, partiendo de términos asociados con textura, como rugosidad, ondulaciones, transiciones, bordes y formas geométricas.
纹理是许多图像类型的相关特征,其表示和识别是数字图像处理中最重要和最具挑战性的问题之一。具有特定纹理的区域具有特定的统计属性,周期性地重复某些像素组,其外观和相对位置具有一定程度的可变性。在深度学习网络中,卷积神经网络(CNN)在图像处理方面取得了巨大的进步。它们的潜力在于,一旦经过训练,它们包含的信息可以扩大所研究问题的知识领域,如果找到适当的机制来分析和解释它们的话。特征可视化为这个任务提供了一个合适的框架,生成描述每个过滤器所描述内容的图像。通过适当的方法,对其进行分析,可以对特征进行解释,并提取知识。在这种情况下,我们使用了一种基于特征可视化的纹理解释方法,使用CNN训练的纹理数据库。本文提出了一种方法来识别每个过滤器所描述的模式/特征,并从与纹理相关的术语(如粗糙度、波纹、过渡、边缘和几何形状)给出解释和意义。
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引用次数: 0
Optimizacion del Costo Eléctrico de Grandes Demandas en Argentina por Medio de la Gestión Predictiva del Sistema de Climatizacion 通过空调系统的预测管理,优化阿根廷大需求的电力成本
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939919
Sergio N. Bragagnolo, Rodrigo M. Schierloh, Jorge C. Vaschetti, J. R. Vega
Los grandes usuarios en Argentina tienen una tarifa especifica que establece dos escalones para el precio de la energía, dependiendo si su demanda es superior (o igual) a 300 kW o inferior. En el primer caso, el costo de la energía es mayor al 40 % y es el motivo principal para la aplicación de estrategias de gestión de demanda en los usuarios con una potencia cercana a los 300 kW. Al gestionar el consumo, el beneficio es doble, dado que se reduce significativamente la factura eléctrica al evitar que el usuario exceda los 300 kW y se disminuye el consumo. En este artículo, se propone una gestión óptima de los aires acondicionados de un centro de diagnóstico por imágenes que tiene picos de potencia superiores a 300 kW. La gestión considera a los equipos de aire acondicionado como las únicas cargas controlables y permite minimizar los costos de energía mientras maximiza el confort térmico. La estrategia se basa en un control predictivo de horizontes deslizantes que utiliza un algoritmo genético para resolver el problema de optimización. Además, el control contempla restricciones eléctricas y de temperatura. El desempeño se evalúa contra el control on-off de los aires acondicionados del centro, y los resultados muestran una reducción significativa del costo eléctrico y un mantenimiento del confort debido al recorte de los picos de demanda y a una pequeña disminución de la energía consumida.
阿根廷的大用户有一个特定的电价,根据他们的需求是大于(或等于)300千瓦还是更低,为能源价格设定了两个步骤。在第一种情况下,能源成本超过40%,这是对功率接近300千瓦的用户实施需求管理策略的主要原因。通过管理消耗,好处是双重的,因为它显著降低了电费,避免了用户超过300千瓦,并减少了消耗。本文提出了一种峰值功率大于300kw的影像诊断中心空调的最佳管理方法。管理层认为空调设备是唯一可控的负荷,允许最小化能源成本,同时最大限度地提高热舒适。该策略基于滑动层的预测控制,利用遗传算法求解优化问题。此外,控制还包括电气和温度限制。通过对中心空调的开关控制来评估性能,结果显示,由于需求峰值的减少和能源消耗的小幅下降,电力成本显著降低,并保持了舒适性。
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引用次数: 0
Surge protection module for wireless instruments used on a High Voltage Metrology 用于高压计量的无线仪器的浪涌保护模块
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939920
M. Bierzychudek, Axel Britos, J. Casais
This paper presents a surge protection module designed to protect measurement instruments against overcurrent and overvoltage. The module was designed to be used with wireless instruments for high voltage metrology, but it can also be used with any other type of instrumentation. The characterization performed shows that the surge protection module introduces negligible errors in measurements.
本文介绍了一种浪涌保护模块,用于保护测量仪器的过流和过电压。该模块被设计为用于高压计量的无线仪器,但它也可以用于任何其他类型的仪器。所进行的表征表明,浪涌保护模块在测量中引入了可以忽略不计的误差。
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引用次数: 0
Space-Frequency Orthonormal Compensation Method for GNSS Compact Antenna Array Designs GNSS紧凑天线阵设计的空频正交补偿方法
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939713
Ezequiel A. Marranghelli, Ramon Lopez La Valle, P. A. Roncagliolo
In the global navigation satellites systems, the trav-eling time determination of the travelling signals is the main task of the receivers. For precise positioning applications, the accuracy is expected to be less than 1 ns to limit the error to the centimeters level. Hence, the influence of the responses of the antennas cannot be ignored since they can introduce delays of the order of 10 ns, which translates into errors of a few meters. The problem becomes even more complex when compact antenna arrays are used since the mutual coupling between their elements is considerable. In this work, a signal pre-processing scheme for coupled antenna arrays to compensate their space-frequency responses is described and analyzed.
在全球卫星导航系统中,行信号的行时确定是接收机的主要任务。对于精确定位应用,精度期望小于1ns,以将误差限制在厘米级。因此,天线响应的影响是不能忽视的,因为它们可以引入10纳秒数量级的延迟,这转化为几米的误差。当使用紧凑型天线阵列时,由于其元件之间的相互耦合相当大,因此问题变得更加复杂。本文描述并分析了一种用于耦合天线阵列的信号预处理方案,以补偿其空频响应。
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引用次数: 0
Low-cost High-Resolution Radar System Using Stretch Processing 采用拉伸处理的低成本高分辨率雷达系统
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9940000
Alejandro J. Venere, Sebastian Pazos, M. Hurtado
We propose a receiver circuit for radar systems operating at microwave frequency that consists of a quadrature hybrid coupler connected to two power detectors. The device employs stretch processing to obtain high range resolution with low ADC requirements. We derive and validate a theoretical model of the proposed architecture using a prototype simulation designed for a 5.2 GHz center frequency. The simulation results match the theoretical behaviour and demonstrate that this approach achieves a typical range resolution, up to 37.5 cm, with low cost and low power consumption.
我们提出了一种用于微波频率雷达系统的接收电路,该电路由连接两个功率探测器的正交混合耦合器组成。该器件采用拉伸处理,以低ADC要求获得高范围分辨率。我们利用设计用于5.2 GHz中心频率的原型仿真推导并验证了所提出架构的理论模型。仿真结果与理论行为相吻合,表明该方法达到了典型的距离分辨率,最高可达37.5 cm,成本低,功耗低。
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引用次数: 0
Biomass Estimation of Sporobolus spartinus with Multispectral Images from a Fixed-Wing Unmanned Aerial Vehicle and a Spectrometer 利用固定翼无人机和光谱仪多光谱图像估算米草孢子菌生物量
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9940003
N. D. Leo, Emiliano Jozami, Enrique Montero Bulacio, N. Rigalli, M. Romagnoli, Ivana G. Barbona, M. Portapila, S. Feldman
Sporobolus spartinus (Trin.) P.M. Peterson & Saarela (=Spartina argentinensis Parodi, common name: espartillo) is a perennial C4 grass that dominates in many communities from a region named "Bajos Submeridionales" in the northern part of Santa Fe province. It produces high quantity of biomass but, due to its low digestibility, cattle risers often burn it in order to stimulate the growth of more tender leaves. This burnt biomass could be used in order to produce bioenergy, thus knowing its availability is mandatory in order to select areas with higher biomass. In this research, S. spartinus biomass reflectance from a farm near the town of Galvez was measured with i: a multispectral camera mounted in a Drone and ii: a hyperspectral camera in a spectrometer in two different dates, one in October of 2019 and the other in March of 2020. S. spartinus biomass presented higher total biomass (average of 7700 kg of dry matter per hectare) in October and most of it (67%) was senescent biomass while in March, total biomass accounted for 5300 kg per hectare and only 38% of it was standing dead biomass. A Normalized index was able to explain 33% of total biomass variability with both instruments. Due to the fact that either green or senescent biomass can be used for bioenergy, our aim was to estimate those using remotely sensed multispectral images.
spartinus(三)下午Peterson & Saarela (=Spartina argentinensis Parodi,通用名称:espartiillo)是一种多年生C4草,在圣达菲省北部名为“Bajos潜水”的地区的许多社区中占主导地位。它产生大量的生物质,但由于其消化率低,养牛者经常燃烧它,以刺激更嫩的叶子的生长。这种燃烧的生物质可以用来生产生物能源,因此了解其可用性是强制性的,以便选择具有较高生物质的地区。在这项研究中,研究人员在2019年10月和2020年3月两个不同的日期,分别用安装在无人机上的多光谱相机和光谱仪上的高光谱相机测量了加尔韦兹镇附近一个农场的S. spartinus生物量反射率。10月米草总生物量较高(平均干物质7700 kg /公顷),其中大部分(67%)为衰老生物量,3月总生物量为5300 kg /公顷,枯死生物量仅占38%。两种仪器的归一化指数都能解释33%的总生物量变异。由于绿色或衰老的生物质都可以用于生物能源,我们的目的是利用遥感多光谱图像来估计这些生物质。
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引用次数: 0
Social Inclusion in Energy Regulation of Honduras: A necessary analysis 洪都拉斯能源监管中的社会包容:一个必要的分析
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939831
W. Flores, Gracia M. Pineda
Social inclusion in energy regulation is a key issue in Honduras, due to the existence of various social, economic, and cultural factors that should be included in any energy project. Honduras is home to several ethnic communities, a young population that is on the rise, an unequal society with a wide gender gap, poor access to opportunities for people with some type of disability, and where both extremes of economic groups converge, those with a high purchasing power as well as those in poverty and extreme poverty. In addition to these, the Honduran population has witnessed many social conflicts such as the coup d'etat in 2009.Honduras is rich in renewable resources for power generation. Thus, the study of the interaction among the supply/demand and social inclusion in energy regulation in Honduras is a very important issue given the growth of energy demand due to the economic development as well as the growth of population.In this work, an overview of the current situation of social inclusion in energy regulation in Honduras is shown. By considering the legislation related to the energy market, the service as a public good of National Security, oil exploration, supply, and demand of electricity as well as the production of biofuels. Finally, some measures to existing legislation and public policies which consider social inclusion in energy regulation in Honduras are proposed.
在洪都拉斯,能源监管中的社会包容是一个关键问题,因为存在各种各样的社会、经济和文化因素,这些因素应该包括在任何能源项目中。洪都拉斯是几个少数民族社区的家园,年轻人口正在增加,是一个性别差距很大的不平等社会,某些类型的残疾人获得机会的机会很少,两个极端的经济群体——高购买力群体、贫困群体和极端贫困群体——汇合在一起。除此之外,洪都拉斯人民还目睹了许多社会冲突,例如2009年的政变。洪都拉斯拥有丰富的可再生能源发电资源。因此,考虑到经济发展和人口增长导致的能源需求增长,研究洪都拉斯能源监管中供需和社会包容之间的相互作用是一个非常重要的问题。在这项工作中,概述了洪都拉斯能源监管中社会包容的现状。考虑到能源市场、国家安全公益服务、石油勘探、电力供需、生物燃料生产等相关立法。最后,对洪都拉斯现行能源监管中考虑社会包容的立法和公共政策提出了一些措施。
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引用次数: 1
Packaging Design Assessment for an Experimental Fiber Optic Humidity Sensor Embeddable in Concrete Structures 一种可嵌入混凝土结构的光纤湿度传感器封装设计评价
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939756
D. H. Alustiza, Nélida Araceli Russo, M. Mineo, Anahí López, Yury Andrés Villagrán Zaccardi
This paper presents the design of a packaging applicable to an experimental optical fiber sensor to measure RH inside concrete structures. RH optical sensor is based on a Long Period Fiber Grating (LPG) functionalized with a suitable humidity sensitive film deposited on it. A functional test was carried out on the final physical sensor configuration to evaluate the impact of using the encapsulation on the sensing performance. Characterization test results are shown taking into account design considerations and assumptions made. Finally, the encapsulation use feasibility is concluded.
本文设计了一种适用于混凝土结构内部相对湿度测量的实验性光纤传感器封装。RH光传感器是基于长周期光纤光栅(LPG)的功能化,并在其上沉积合适的湿敏膜。对最终的物理传感器配置进行了功能测试,以评估使用封装对传感性能的影响。表征测试结果显示考虑到设计考虑和假设。最后,总结了封装使用的可行性。
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引用次数: 1
Estimation of urban methane concentration from remote sensor data 利用遥感数据估算城市甲烷浓度
Pub Date : 2022-09-07 DOI: 10.1109/ARGENCON55245.2022.9939822
C. Stadler, V. S. Fusé, A. Faramiñán, Santiago Linares, P. Juliarena
Methane (CH4) is the second more important greenhouse gas (GHG), respecting its potential global warming. Although cities represent only 2% of the global surface, they are responsible for 70% of the GHGs emissions. Thus, it is necessary to study their atmospheric concentration variations to identify the main sources and mitigate their emissions. The main objective of this study is to estimate the CH4 urban concentration using satellite products. To do this, first the atmospheric CH4 concentration was analyzed in 16 sites in the city of Tandil (Argentina) for one year; thus, the observed data could be registered. It was found that in winter and autumn, the concentrations were higher than in summer and spring. Then, the data from Landsat 8 satellite were used to obtain the Normalized Difference Vegetation Index (NDVI) and Land Surface Temperature (LST). Linear regression was applied, taking into account the seasonal CH4 concentration as the dependent variable, and the NDVI and LST as the independent variables. The adjusted R2 was 0.53, and the principal variable that affected the CH4 concentration was NDVI, which is related to urbanization. Finally, the mathematical expression from the regression was applied to obtain CH4 urban concentration, which allows us to analyze the temporal and spatial variations.
鉴于其潜在的全球变暖效应,甲烷(CH4)是第二重要的温室气体(GHG)。虽然城市只占全球地表面积的2%,但它们排放的温室气体却占全球总量的70%。因此,有必要研究它们的大气浓度变化,以确定其主要来源并减轻其排放。本研究的主要目的是利用卫星产品估算城市CH4浓度。为此,首先对阿根廷坦迪尔市16个地点的大气CH4浓度进行了为期一年的分析;这样就可以对观测数据进行登记。结果表明,冬季和秋季的浓度高于夏季和春季。然后,利用Landsat 8卫星数据获取归一化植被指数(NDVI)和地表温度(LST)。采用线性回归方法,以季节CH4浓度为因变量,NDVI和LST为自变量。调整后的R2为0.53,影响CH4浓度的主要变量为NDVI, NDVI与城市化有关。最后,将回归得到的数学表达式应用于城市CH4浓度,分析城市CH4浓度的时空变化。
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引用次数: 0
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2022 IEEE Biennial Congress of Argentina (ARGENCON)
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