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Use of Convolutional Neural Networks in Smartphones for the Identification of Oral Diseases Using a Small Dataset 在智能手机中使用卷积神经网络识别小数据集的口腔疾病
IF 1 Q3 Engineering Pub Date : 2021-02-07 DOI: 10.19053/01211129.V30.N55.2021.11846
Jormany Quintero-Rojas, Jesús David González
espanolEl reconocimiento y procesamiento de imagenes es una herramienta adecuada en los sistemas que usan metodos de aprendizaje automatico. La adicion de telefonos inteligentes como herramientas complementarias en el area de la salud para el diagnostico es un hecho hoy en dia por las ventajas que presentan. Siguiendo la tendencia de proporcionar herramientas para el diagnostico, esta investigacion tuvo como objetivo desarrollar una aplicacion movil prototipo para la identificacion de lesiones bucales, incluyendo lesiones potencialmente malignas, basado en redes neuronales convolucionales, como la deteccion temprana de indicios de posibles tipos de cancer en la cavidad bucal. Se desarrollo una aplicacion movil para el sistema operativo Android que implemento la libreria de TensorFlow y el modelo de redes neuronales convolucionales Mobilenet V2. El entrenamiento del modelo se realizo por transferencia de aprendizaje con una base de datos de 500 imagenes distribuidas en cinco clases para el reconocimiento (Leucoplasia, Herpes Simple Virus Tipo 1, Estomatitis aftosa, Estomatitis nicotinica y Sin lesion). Se utilizo el 80% de las imagenes para el entrenamiento y el 20% para la validacion. Se obtuvo que la aplicacion presento al menos 80% de exactitud en el reconocimiento de cuatro clases. Se usaron las metricas de f1-valor y area bajo la curva para evaluar el desempeno. La aplicacion movil desarrollada presento un comportamiento aceptable con metricas mayores al 75% para el reconocimiento de tres lesiones, por otro lado, arrojo un desempeno desfavorable menor al 70% para identificar los casos de estomatitis nicotinica con el conjunto de datos elegido. EnglishImage recognition and processing is a suitable tool in systems using machine learning methods. The addition of smartphones as complementary tools in the health area for diagnosis is a fact nowadays due to the advantages they present. Following the trend of providing tools for diagnosis, this research aimed to develop a prototype mobile application for the identification of oral lesions, including potentially malignant lesions, based on convolutional neural networks, as early detection of indications of possible types of cancer in the oral cavity. A mobile application was developed for the Android operating system that implemented the TensorFlow library and the Mobilenet V2 convolutional neural network model. The training of the model was performed by transfer learning with a database of 500 images distributed in five classes for recognition (Leukoplakia, Herpes Simplex Virus Type 1, Aphthous stomatitis, Nicotinic stomatitis, and No lesion). The 80% of the images were used for training and 20% for validation. It was obtained that the application presented at least 80% precision in the recognition of four class. The f1-score and area under curve metrics were used to evaluate performance. The developed mobile application presented an acceptable performance with metrics higher than 75% for the recogn
在使用机器学习方法的系统中,图像识别和处理是一种合适的工具。由于智能手机的优势,智能手机作为诊断健康领域的辅助工具的增加是当今的事实。按照趋势为diagnostico提供工具,这种调查有其目的是开发一个《手机原型在内的口腔损伤识别潜在的恶性伤害,基于神经网络等convolucionales成为迹象可能口腔癌症类型。为Android操作系统开发了一个移动应用程序,实现了TensorFlow库和卷积神经网络模型Mobilenet V2。该模型的训练是通过学习转移进行的,数据库中有500张图像,分布在5个识别类(白斑、1型单纯疱疹病毒、口腔炎、烟碱和无病变)。80%的图像用于培训,20%用于验证。结果表明,该应用程序在四类识别中准确率至少为80%。采用f1值和曲线下面积指标来评价性能。所开发的移动应用程序在识别三种病变时表现良好,指标大于75%,另一方面,在识别所选数据集的烟碱口炎病例时表现不佳,低于70%。图像识别和处理是使用机器学习方法的系统中的一个合适的工具。由于智能手机带来的优势,智能手机作为健康领域诊断的辅助工具的加入现在是一个事实。根据提供诊断工具的趋势,本研究旨在开发一种原型移动应用程序,用于识别口腔病变,包括潜在的恶性病变,基于卷曲神经网络,作为早期检测口腔可能类型癌症的迹象。Android A mobile application was发达for the operating system that实行the TensorFlow library and the Mobilenet V2 convolutional neural network model。该模型的训练是通过转移学习进行的,该数据库包含500张图像,分布在5个识别类(白斑、单纯疱疹病毒1型、口腔炎、尼古丁口腔炎和无病变)。= =地理= =根据美国人口普查局的数据,该镇总面积为,其中土地和(1.2%)水。据了解,该申请在四类识别方面的准确率至少为80%。= =地理= =根据美国人口普查局的数据,这个县的总面积,其中土地和(1.1%)水。所开发的移动应用程序在识别三种损伤方面表现良好,指标高于75%,而在使用选定数据集识别尼古丁口炎病例方面表现不佳,低于70%。
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引用次数: 1
Dynamic Lighting System to Increase the Attention of Design Students in the Classroom 动态照明系统提高设计专业学生课堂注意力
IF 1 Q3 Engineering Pub Date : 2021-02-06 DOI: 10.19053/01211129.V30.N55.2021.12233
Andrés Eduardo Nieto-Vallejo, J. E. Camacho, Roberto Cuervo-Pulido, Edgar Hernandez-Mihajlovic
Dynamic lighting is playing a key role in education, by considering the main photometric variables such as the correlated color temperature and the illuminance to increase student’s attention levels inside the classroom. In the case of design students, the project component is fundamental for teaching, where students mainly need to develop activities such as presentation to listen to the teacher instructions, ideation and sketching to propose a solution according to the problem being addressed, and exhibition to present the work that has been done. These activities require specific and adequate lighting conditions to generate a positive impact on the performance of students. This article presents the design of a dynamic lighting system capable of adjusting the correlated color temperature in a range from 2500 K to 6500 K and the illuminance levels in a range from 0 lx to 800 lx to enhance the sustained and fixed attention of design students inside the classroom according to the type of activity that is being developed. The performance of the system was 1 M. Sc. Pontificia Universidad Javeriana (Bogotá-Distrito Capital, Colombia). nieto-andres@javeriana.edu.co. ORCID: 0000-0003-1934-8552 2 M. Sc. Pontificia Universidad Javeriana (Bogotá-Distrito Capital, Colombia). j-camacho@javeriana.edu.co. ORCID: 0000-0003-1357-4858 3 Ph. D. Pontificia Universidad Javeriana (Bogotá-Distrito Capital, Colombia). rcuervo@javeriana.edu.co. ORCID: 0000-0003-4624-0678 4 M. Sc. Pontificia Universidad Javeriana (Bogotá-Distrito Capital, Colombia). edgar.hernandez@javeriana.edu.co. ORCID: 0000-0003-1692-741X Dynamic Lighting System to Increase the Attention of Design Students in the Classroom evaluated experimentally by measuring student’s attention inside the ergonomics and usability laboratory by using the Gesell chamber, the Emotiv Epoc EEG Headset with 14 electrodes to measure the brain activity and obtain engagement and focus levels, the eye tracking Tobii glasses, and a protocol to evaluate performance including several surveys and camera observation. In conclusion, the dynamic lighting system can improve the attention of design students by configuring the photometric variables according to the type of activity that is being done.
动态照明在教育中发挥着关键作用,通过考虑主要的光度变量,如相关色温和照度,以提高学生在教室内的注意力水平。对于设计专业的学生来说,项目部分是教学的基础,学生主要需要开展一些活动,比如presentation,听老师的指导,idea and sketching,根据所要解决的问题提出解决方案,exhibition,展示已经完成的工作。这些活动需要特定和适当的照明条件,以对学生的表现产生积极的影响。本文介绍了一种动态照明系统的设计,该系统能够在2500 K到6500 K的范围内调节相关色温,在0 lx到800 lx的范围内调节照度,以增强设计专业学生在教室内根据正在开发的活动类型的持续和固定注意力。该系统的性能为1 M. Sc. Pontificia Universidad Javeriana (Bogotá-Distrito Capital, columbia)。nieto-andres@javeriana.edu.co。ORCID: 0000-0003-1934-8552 2教宗雅韦里亚纳大学理学硕士(Bogotá-Distrito哥伦比亚首都)。j-camacho@javeriana.edu.co。ORCID: 0000-0003-1357-4858 3教皇大学博士(Bogotá-Distrito,哥伦比亚首都)。rcuervo@javeriana.edu.co。ORCID: 0000-0003-4624-0678 4 M. Sc. Pontificia university Javeriana (Bogotá-Distrito,哥伦比亚首都)。edgar.hernandez@javeriana.edu.co。ORCID: 0000-0003-1692-741X动态照明系统,以提高设计学生在课堂上的注意力进行实验评估,通过测量学生在人体工程学和可用性实验室中的注意力,使用Gesell室,Emotiv Epoc脑电图耳机,带有14个电极来测量大脑活动并获得参与和焦点水平,眼球追踪Tobii眼镜,以及评估性能的协议,包括几个调查和相机观察。总之,动态照明系统可以根据正在进行的活动类型配置光度变量,从而提高设计专业学生的注意力。
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引用次数: 4
Internet of Things at the Service of Bioconstruction 物联网为生物建设服务
IF 1 Q3 Engineering Pub Date : 2021-01-01 DOI: 10.19053/01211129.V30.N55.2021.12266
Fabián Ricardo Corredor-Sanchéz, Juan Sebastián González-Sanabria, M. Mendoza-Moreno
espanolEl enfoque de Internet de las Cosas (Internet of Things - IoT) promueve la interconexion de los objetos que el ser humano usa cotidianamente para que sean administrados, controlados y/o monitoreados a traves de tecnologias telematicas. Este paradigma tiene un amplio campo de aplicacion, como apoyo a diferentes esquemas de desarrollo en diversidad de areas. Para el caso de las construcciones, se cuenta con esquemas domoticos, pero existe el mito en este ambito de la incompatibilidad entre los sistemas digitalizados y los esquemas “bio”. Sin embargo, las bioconstrucciones requieren consideraciones esteticas, estructurales, ambientales y tecnologicas para integrar sistemas eficientes y amigables, contribuyendo a un medio ambiente sostenible, generando y regulando los recursos del entorno en el que son implementadas. De esta manera, se ha desarrollado un proceso de investigacion documental guiado a determinar el grado de aplicabilidad del IoT para bioconstrucciones. Como resultado, se identifica un conjunto de tecnologias propias del IoT que pueden promover la administracion y control de los agentes establecidos normativamente para una bioconstruccion de espacios habitacionales. EnglishThe Internet of Things (Internet of Things - IoT) approach promotes the interconnection of objects that humans use on a daily basis so that they are administered, controlled and/or monitored through telematic technologies. This paradigm has a wide field of application to support several development schemes in a variety of areas. In the case of construction, there are home automation schemes, but regarding bio-constructions, the myth of incompatibility between digitized systems and “bio” schemes exists. However, bio-constructions require aesthetic, structural, environmental and technological considerations to integrate efficient and friendly systems, contributing to a sustainable environment, generating and regulating the resources of the environment in which they are implemented. In this way, a documentary research process has been developed to determine the degree of applicability of IoT for green buildings. As a result, a set of IoT technologies was identified, which can promote the administration and control of the normatively established agents involved in a bio-construction for living spaces.
物联网(IoT)方法促进了人类日常使用的物体的互联,以便通过远程信息技术进行管理、控制和/或监控。这一范式具有广泛的应用领域,支持不同领域的不同发展模式。在建筑方面,有家庭自动化方案,但在这一领域存在数字化系统和“生物”方案不兼容的神话。然而,生物建筑需要美学、结构、环境和技术方面的考虑,以整合高效和友好的系统,促进可持续的环境,产生和调节其实施环境的资源。通过这种方式,我们开发了一个有指导的文献研究过程,以确定物联网对生物建筑的适用性程度。因此,我们确定了一套特定的物联网技术,可以促进对住宅空间生物建设规范建立的代理的管理和控制。物联网(IoT)方法促进了人类日常使用的对象之间的相互联系,从而通过telematic技术对它们进行管理、控制和/或监控。这种模式在支持多个领域的若干发展计划方面具有广泛的应用范围。在建筑方面,有家庭自动化方案,但在生物建筑方面,数字化系统和“生物”方案之间存在不相容的神话。然而,生物建筑需要美学、结构、环境和技术方面的考虑,以整合高效和友好的系统,促进可持续的环境,产生和调节其所处环境的资源。通过这种方式,已经开发了一个纪录片研究过程,以确定物联网在绿色建筑中的适用性程度。因此,已经确定了一套物联网技术,这些技术可以促进管理和控制生活空间生物建设中所涉及的规范建立的代理。
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引用次数: 1
Constructive Technology Assessment: Systematic Review and Future Study Needs 建设性技术评估:系统回顾与未来研究需求
IF 1 Q3 Engineering Pub Date : 2021-01-01 DOI: 10.19053/01211129.V30.N55.2021.12459
Óscar Iván Rodríguez-Cardoso, V. Ballesteros-Ballesteros, Manuel Francisco Romero-Ospina
Engineering, understood as the gathering of scientific and technological knowledge for innovation, creation, advancement and optimization of techniques, as well as a set of useful tools to meet social needs and solve technical problems of both individuals and the community, makes its main actors, engineers, key players in sustainable development and in the creation of alternatives that minimize the negative effects of technology on society. It is in this sense that technology assessment approaches should take importance among those who manage technology development and implementation policies. Generally, the undesirable effects of the intrusion of a new technology are acted upon when they already occur, and technology assessment is intended to anticipate the risk. This paper presents a bibliographic review of technology assessment, its approaches and future study needs. Based on an articulating axis that positions technological change and innovation as an imperative need for social development, an exhaustive review of related articles in specialized databases was carried out. The most important results of this work reveal that the field of technological assessment has been strongly inclined towards the health or sanitary sector; however, research is being developed 1 M. Sc. Fundación Universitaria Los Libertadores (Bogotá-Distrito Capital, Colombia). oscar.rodriguez@libertadores.edu.co. ORCID: 0000-0003-1203-4999 2 Ph. D. (c) Fundación Universitaria Los Libertadores (Bogotá-Distrito Capital, Colombia). vladimir.ballesteros@libertadores.edu.co. ORCID: 0000-0002-6920-789X 3 M. Sc. Fundación Universitaria Los Libertadores (Bogotá-Distrito Capital, Colombia). mfromeroo@libertadores.edu.co. ORCID: 0000-0002-6457-8827 Constructive Technology Assessment: Systematic Review and Future Study Needs Revista Facultad de Ingeniería (Rev. Fac. Ing.) Vol. 30 (55), e12459. Enero-Marzo 2021. Tunja-Boyacá, Colombia. L-ISSN: 0121-1129, e-ISSN: 2357-5328. DOI: https://doi.org/10.19053/01211129.v30.n55.2021.12459 in central engineering topics such as the development of nanotechnology, robotics, and the handling of big data, where the European model stands out as a reference for technological assessment processes due to its inclusive and democratic nature.
工程,理解为科学和技术知识的创新,创造,进步和优化的技术,以及一套有用的工具,以满足社会需求和解决个人和社区的技术问题的集合,使其主要的演员,工程师,关键球员在可持续发展和在创造替代方案,尽量减少技术对社会的负面影响。正是在这个意义上,技术评估方法应该在管理技术开发和实施政策的人员中发挥重要作用。通常,当新技术入侵的不良影响已经发生时,就会对其采取行动,而技术评估的目的是预测风险。本文介绍了技术评价的文献综述、技术评价的方法和未来的研究需要。根据将技术变革和创新定位为社会发展的迫切需要的明确轴心,对专门数据库中的有关文章进行了详尽的审查。这项工作最重要的结果表明,技术评估领域强烈倾向于保健或卫生部门;但是,目前正在进行研究1 .理学硕士Fundación Los Libertadores大学(Bogotá-Distrito首都,哥伦比亚)。oscar.rodriguez@libertadores.edu.co。ORCID: 0000-0003-1203-4999 2博士(c) Fundación哥伦比亚解放大学(Bogotá-Distrito首都)。vladimir.ballesteros@libertadores.edu.co。ORCID: 0000-0002-6920-789X 3 M. Sc. Fundación哥伦比亚解放大学(Bogotá-Distrito首都)。mfromeroo@libertadores.edu.co。建设性技术评估:系统回顾和未来研究需求,revsta学院Ingeniería (Rev. Fac.)。荷兰国际集团(Ing))。卷30 (55),e12459。Enero-Marzo 2021。Tunja-Boyaca,哥伦比亚。L-ISSN: 0121-1129, e-ISSN: 2357-5328。DOI: https://doi.org/10.19053/01211129.v30.n55.2021.12459在诸如纳米技术、机器人技术和大数据处理等核心工程主题中,欧洲模式因其包容性和民主性而脱颖而出,成为技术评估过程的参考。
{"title":"Constructive Technology Assessment: Systematic Review and Future Study Needs","authors":"Óscar Iván Rodríguez-Cardoso, V. Ballesteros-Ballesteros, Manuel Francisco Romero-Ospina","doi":"10.19053/01211129.V30.N55.2021.12459","DOIUrl":"https://doi.org/10.19053/01211129.V30.N55.2021.12459","url":null,"abstract":"Engineering, understood as the gathering of scientific and technological knowledge for innovation, creation, advancement and optimization of techniques, as well as a set of useful tools to meet social needs and solve technical problems of both individuals and the community, makes its main actors, engineers, key players in sustainable development and in the creation of alternatives that minimize the negative effects of technology on society. It is in this sense that technology assessment approaches should take importance among those who manage technology development and implementation policies. Generally, the undesirable effects of the intrusion of a new technology are acted upon when they already occur, and technology assessment is intended to anticipate the risk. This paper presents a bibliographic review of technology assessment, its approaches and future study needs. Based on an articulating axis that positions technological change and innovation as an imperative need for social development, an exhaustive review of related articles in specialized databases was carried out. The most important results of this work reveal that the field of technological assessment has been strongly inclined towards the health or sanitary sector; however, research is being developed 1 M. Sc. Fundación Universitaria Los Libertadores (Bogotá-Distrito Capital, Colombia). oscar.rodriguez@libertadores.edu.co. ORCID: 0000-0003-1203-4999 2 Ph. D. (c) Fundación Universitaria Los Libertadores (Bogotá-Distrito Capital, Colombia). vladimir.ballesteros@libertadores.edu.co. ORCID: 0000-0002-6920-789X 3 M. Sc. Fundación Universitaria Los Libertadores (Bogotá-Distrito Capital, Colombia). mfromeroo@libertadores.edu.co. ORCID: 0000-0002-6457-8827 Constructive Technology Assessment: Systematic Review and Future Study Needs Revista Facultad de Ingeniería (Rev. Fac. Ing.) Vol. 30 (55), e12459. Enero-Marzo 2021. Tunja-Boyacá, Colombia. L-ISSN: 0121-1129, e-ISSN: 2357-5328. DOI: https://doi.org/10.19053/01211129.v30.n55.2021.12459 in central engineering topics such as the development of nanotechnology, robotics, and the handling of big data, where the European model stands out as a reference for technological assessment processes due to its inclusive and democratic nature.","PeriodicalId":21428,"journal":{"name":"Revista Facultad De Ingenieria-universidad De Antioquia","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81755225","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
Application of Micro-Raman Spectroscopy for the Quantitative Analysis of Vitrinite Reflectance in Medium and High Rank Colombian Coals 微拉曼光谱在哥伦比亚中高阶煤镜质组反射率定量分析中的应用
IF 1 Q3 Engineering Pub Date : 2020-12-15 DOI: 10.19053/01211129.V29.N54.2020.12241
Ruben-Dario Urbano-Noguera, H. Estupiñán-Duran, Gustavo Neira-Arenas
The structural changes and the degree of maturity of three Colombian coals from the Santander and Antioquia provinces were studied using a simple and fast curve fitting method of the RBS parameters (the distance between band G and band D), FWHM G (total width at half the maximum of the G band) and AR (area of the Raman spectrum), obtained by deconvolution and band resolution of the Micro-Raman spectra. The results were compared by morphological and chemical analysis using a SEM scanning electron microscope coupled with a solid state X ray EDS detector. A percentage of vitrinite reflectance (% Ro) of 4.3 %, 3.8 % and 0.07 % was obtained, a percentage of carbon by EDS analysis of 91.47 %, 87.78 %, 73.4 %, a morphological description by SEM analysis presenting smooth, rough surfaces and rough-lumpy and pore size between 0.7 μm 0.8 μm, 1.3 μm 1.5 μm and 0.2 μm 1 M. Sc. (c) Universidad Nacional de Colombia (Medellín-Antioquia, Colombia). rdurbanon@unal.edu.co. ORCID: 0000-0001-5289-0621. 2 Ph. D. Universidad Nacional de Colombia (Medellín-Antioquia, Colombia). haestupinand@unal.edu.co. ORCID: 0000-0002-9607-3364. 3 Ph. D. Universidad Nacional de Colombia (Medellín-Antioquia, Colombia). gneira@unal.edu.co. ORCID: 00000003-1178-1917. Application of Micro-Raman Spectroscopy for the Quantitative Analysis of Vitrinite Reflectance in Medium and High Rank Colombian Coals Revista Facultad de Ingeniería (Rev. Fac. Ing.) Vol. 29 (54), e12241. 2020. Tunja-Boyacá, Colombia. L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.12241 0.7 μm for the anthracite, semi-anthracite and bituminous samples, respectively. The results showed that based on this method, it was possible to obtain a model that allows to rapidly analyze and characterize the coal. The results compare very well to those of Colombian coals normalized by other methods to improve the precision of the measurement. The modified method, however, did not offer an appropriate fit for the lower range coal and produced extremely low reflectance values. This effect is possibly related with the molecular structure of organic matter in coal or the presence of fluorescence interference.
采用简单、快速的曲线拟合方法,对哥伦比亚Santander省和Antioquia省3种煤的结构变化和成熟度进行了研究,拟合的参数为微拉曼光谱反卷积和波段分辨率得到的RBS参数(G波段与D波段之间的距离)、FWHM G (G波段最大值一半的总宽度)和AR(拉曼光谱面积)。利用扫描电子显微镜(SEM)和固态X射线能谱仪(EDS)对结果进行了形态和化学分析。镜质组反射率(% Ro)分别为4.3%、3.8%和0.07%,碳含量(% Ro)分别为91.47%、87.78%和73.4%,SEM形貌描述为表面光滑、粗糙和粗糙块状,孔径在0.7 μm ~ 0.8 μm、1.3 μm ~ 1.5 μm和0.2 μm ~ 1 M. Sc. (c)哥伦比亚大学(Medellín-Antioquia,哥伦比亚)。rdurbanon@unal.edu.co。ORCID: 0000-0001-5289-0621。2哥伦比亚国立大学博士(Medellín-Antioquia,哥伦比亚)。haestupinand@unal.edu.co。ORCID: 0000-0002-9607-3364。3哥伦比亚国立大学博士(Medellín-Antioquia,哥伦比亚)。gneira@unal.edu.co。ORCID: 00000003-1178-1917。微拉曼光谱在哥伦比亚中、高煤中镜质组反射率定量分析中的应用[j]。荷兰国际集团(Ing))。Vol. 29 (54), e12241。2020. Tunja-Boyaca,哥伦比亚。L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.12241 0.7 μm,分别为无烟煤、半无烟煤和沥青样品。结果表明,基于该方法,可以获得一个可以快速分析和表征煤的模型。结果与其他归一化方法对哥伦比亚煤的测量结果进行了比较,提高了测量精度。然而,改进后的方法不适合较低范围的煤,并且产生极低的反射率值。这种效应可能与煤中有机物的分子结构或荧光干扰的存在有关。
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引用次数: 0
Numerical Study of a Helical Heat Exchanger for Wort Cooling in the Artisanal Beer Production Process 手工啤酒生产过程中用于麦芽汁冷却的螺旋换热器的数值研究
IF 1 Q3 Engineering Pub Date : 2020-11-24 DOI: 10.19053/01211129.V29.N54.2020.11632
Fernando Toapanta-Ramos, L. González-Rojas, E. Calero, Bryan Calderón, W. Quitiaquez
The objective of the present work is to study the behavior of a helical tube and shell heat exchanger, for the cooling of the wort in the process of making craft beer with cold water, through the methodology of computational fluid dynamics (CFD) by finite volume models for heat exchanger modeling. This by using the ANSYS Fluent software, which allows to understand the behavior of the fluid through equations that describe their movement and behavior, using numerical methods and computational techniques. In the mesh convergence, two methods were used, orthogonality and obliquity, with which it was confirmed that the meshing is ideal in the simulations that were carried out. For the simulation, the k-epsilon turbulence model and the energy model were used. Through various simulations, it was obtained that by varying the mass flow, better results are reducing the outlet temperature, with a variation of 15.16 °C, while varying the inlet temperature of the water, there is just a variation 1 M. Sc. Universidad Politécnica Salesiana (Quito, Ecuador). ltoapanta@ups.edu.ec. ORCID: 0000-0002-0838-4702 2 Universidad Politécnica Salesiana (Quito, Ecuador). lgonzalezr1@est.ups.edu.ec. ORCID: 0000-0001-65734353 3 Universidad Politécnica Salesiana (Quito, Ecuador). ecalerp@est.ups.edu.ec. ORCID: 0000-0001-5595-5005 4 Universidad Politécnica Salesiana (Quito, Ecuador). bcalderons@est.ups.edu.ec. ORCID: 0000-0002-86023099 5 M. Sc. Universidad Politécnica Salesiana (Quito, Ecuador). wquitiaquez@ups.edu.ec. ORCID: 0000-00019430-2082 Numerical Study of a Helical Heat Exchanger for Wort Cooling in the Artisanal Beer Production Process Revista Facultad de Ingeniería (Rev. Fac. Ing.) Vol. 29 (54), e11632. 2020. Tunja-Boyacá, Colombia. L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.11632 from 2.71 °C to 0.01 °C. Therefore, a significant improvement in the performance of the heat exchanger was found. In the same way, it was confirmed that the number of spikes in the heat exchanger is adequate, since the outlet temperature would not be reached with less spikes.
本文采用有限体积计算流体力学的方法,研究了一种螺旋管壳式换热器在用冷水酿造精酿啤酒过程中对麦芽汁进行冷却的行为。这是通过使用ANSYS Fluent软件来实现的,该软件可以使用数值方法和计算技术,通过描述流体运动和行为的方程来了解流体的行为。在网格收敛方面,采用正交和倾斜两种方法,通过仿真验证了网格的理想性。模拟采用k-epsilon湍流模型和能量模型。通过各种模拟得出,通过改变质量流量,降低出口温度效果较好,变化幅度为15.16°C,而改变进水温度,变化幅度仅为1 M. Sc. Universidad polit cnica Salesiana (Quito, Ecuador)。ltoapanta@ups.edu.ec。ORCID: 0000-0002-0838-4702 2厄瓜多尔基多波利塔尼亚大学。lgonzalezr1@est.ups.edu.ec。3厄瓜多尔基多波利塔尼亚大学(厄瓜多尔基多)。ecalerp@est.ups.edu.ec。4厄瓜多尔基多波利塔尼亚大学(厄瓜多尔基多)。bcalderons@est.ups.edu.ec。5 .厄瓜多尔基多波利塔尼亚大学化学工程硕士;wquitiaquez@ups.edu.ec。手工啤酒生产过程中用于麦芽汁冷却的螺旋热交换器的数值研究[j] .中国农业大学学报(自然科学版):Ingeniería荷兰国际集团(Ing))。Vol. 29 (54), e11632。2020. Tunja-Boyaca,哥伦比亚。L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.11632从2.71°C到0.01°C。因此,发现热交换器的性能有了显著的改善。以同样的方式,确认热交换器中的尖峰数量是足够的,因为较少的尖峰将无法达到出口温度。
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引用次数: 1
Learning about Programming and Epistemic Emotions: A Gendered Analysis 学习编程和认知情绪:性别分析
IF 1 Q3 Engineering Pub Date : 2020-11-04 DOI: 10.19053/01211129.v29.n54.2020.12034
Beatriz Eugenia Grass, M. Coto, César A. Collazos-Ordóñez, P. Paderewski
Programming courses often turn into courses with high percentage of desertion and, sometimes, result in a factor that drives students to abandon their careers, even when they are subjects highly relevant in the training of engineers in the areas of computer science, IT, and related careers. These courses demand high cognitive processes, which generate several emotions learning-related that, when taken into account and evaluated, could be used in favor of learning. Programming courses generate negative emotions in female students in a higher proportion than men, which may even lead them to abandon the career, widening the gender gap. In recent years, there has been a growing interest in the role of emotions in academic environments at university level, as well as for knowing the reason for the low participation of women, despite the importance of their role and skills, in computing areas. However, the interest in analyzing the emotions that emerge from students as they learn to program is quite recent. There is not an important number of studies around the emotions of women while they learn to program. The objective of this study is to analyze the behavior -at an emotional levelof students towards different 1 M Sc. Universidad de San Buenaventura (Cali-Valle del Cauca, Colombia). ORCID: 0000-0002-7118-2038 2 Ph. D. Universidad Nacional de Costa Rica (Heredia, Costa Rica). mcoto@una.ac.cr. ORCID: 0000-00024558-3671 3 Ph. D. Universidad del Cauca (Popayán-Cauca, Colombia). ccollazo@unicauca.edu.co. ORCID: 0000-00027099-8131 4 Ph. D. Universidad de Granada (Granada, España). patricia@ugr.es. ORCID: 0000-0001-6626-9633 Learning about Programming and Epistemic Emotions: A Gendered Analysis Revista Facultad de Ingeniería (Rev. Fac. Ing.) Vol. 29 (54), e12034. 2020. Tunja-Boyacá, Colombia. L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.12034 teaching activities, establishing gender level comparisons, and considering the incorporation of elements of collaboration and gamification to identify differences in the emotions originated by these activities.
编程课程经常变成高遗弃率的课程,有时,导致一个因素驱使学生放弃他们的职业,即使这些课程与计算机科学、IT和相关职业领域的工程师培训高度相关。这些课程需要高度的认知过程,它会产生一些与学习相关的情绪,当考虑和评估时,可以用来促进学习。编程课程在女生中产生负面情绪的比例高于男生,甚至可能导致她们放弃职业,扩大性别差距。近年来,人们对情感在大学学术环境中的作用越来越感兴趣,也越来越想知道女性在计算机领域参与度低的原因,尽管她们的角色和技能很重要。然而,对分析学生在学习编程时产生的情绪的兴趣是最近才出现的。关于女性学习编程时的情绪的研究并不多。本研究的目的是分析学生在情感层面上对不同大学的行为。圣布埃纳文图拉大学(Cali-Valle del Cauca,哥伦比亚)。2博士学位哥斯达黎加国立大学(埃雷迪亚,哥斯达黎加)。mcoto@una.ac.cr。3哥伦比亚考卡大学博士学位(Popayán-Cauca,哥伦比亚)。ccollazo@unicauca.edu.co。4格拉纳达大学博士学位(格拉纳达,España)。patricia@ugr.es。ORCID: 0000-0001-6626-9633学习编程和认知情绪:一个性别分析回顾学院Ingeniería (Rev. Fac。荷兰国际集团(Ing))。第29卷(54),e12034。2020. Tunja-Boyaca,哥伦比亚。L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.12034教学活动,建立性别水平比较,并考虑纳入合作和游戏化的元素,以识别这些活动所产生的情绪差异。
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引用次数: 1
Effect of the Harmonic Voltage Distortion on the Efficiency of a Compact Fluorescent Lamp 谐波电压畸变对紧凑型荧光灯效率的影响
IF 1 Q3 Engineering Pub Date : 2020-10-31 DOI: 10.19053/01211129.v29.n54.2020.11604
Esteban Rojas-Osorio, A. Saavedra-Montes, C. Ramos-Paja
This paper evaluates the effect of the voltage harmonic distortion over the efficiency of a compact fluorescent lamp that is fed with a constant RMS voltage and constant frequency. Several works have been published about the assessment of compact fluorescent lamps, but the effect of the voltage distortion over the efficiency is still an open topic. This work focuses on designing an experiment to estimate the efficiency of a compact fluorescent lamp while changing the voltage harmonic distortion of the power supply. First, a mathematical model that represents a bus susceptible to harmonic distortion (high impedance) that feeds the compact fluorescent lamp is analyzed. Then the mathematical model is reproduced through a test bench in a laboratory of rotating electrical machines. The test bench produces a three-phase bus with constant voltage and frequency, and variable voltage harmonic distortion. The compact fluorescent lamp is subjected to varying harmonic voltage distortion while recording its electrical variables and the produced lumens to estimate its efficiency. That is a practical approach to calculate the lamp efficiency while several 1 Universidad Nacional de Colombia (Medellín-Antioquia, Colombia). earojas@unal.edu.co. ORCID: 0000-00025385-3328 2 Ph. D. Universidad Nacional de Colombia (Medellín-Antioquia, Colombia). ajsaaved@unal.edu.co. ORCID: 0000-0002-2529-5082 3 Ph. D. Universidad Nacional de Colombia (Medellín-Antioquia, Colombia). caramosp@unal.edu.co. ORCID: 0000-0003-2231-4177 Effect of the Harmonic Voltage Distortion on the Efficiency of a Compact Fluorescent Lamp Revista Facultad de Ingeniería (Rev. Fac. Ing.) Vol. 29 (54), e11604. 2020. Tunja-Boyacá, Colombia. L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.11604 works limit their scope measuring only the efficiency of the input converter. The experimental results show that a variation of the voltage harmonic distortion of 8 % on a compact fluorescent lamp reduces its efficiency. Those results put into evidence the importance of regulating harmonic distortion limits to reduce or prevent the increment of power losses caused by harmonic components.
本文评价了电压谐波畸变对以恒有效值电压和恒频率馈电的紧凑型荧光灯效率的影响。关于紧凑型荧光灯的评估已经发表了一些著作,但电压畸变对效率的影响仍然是一个开放的话题。本工作的重点是设计一个实验来估计紧凑型荧光灯的效率,同时改变电源的电压谐波失真。首先,一个数学模型,表示易受谐波失真(高阻抗)的总线馈送紧凑型荧光灯进行了分析。然后通过旋转电机实验室的试验台对数学模型进行再现。该试验台生产的三相母线具有恒压恒频、可变电压谐波畸变。紧凑型荧光灯受到不同的谐波电压畸变,同时记录其电变量和产生的流明来估计其效率。这是一种实用的方法来计算灯的效率而几个1哥伦比亚国立大学(Medellín-Antioquia,哥伦比亚)。earojas@unal.edu.co。2哥伦比亚国立大学博士学位(Medellín-Antioquia,哥伦比亚)。ajsaaved@unal.edu.co。3哥伦比亚国立大学博士(Medellín-Antioquia,哥伦比亚)。caramosp@unal.edu.co。谐波电压畸变对紧凑型荧光灯效率的影响研究(英文版)Ingeniería(修订版)。荷兰国际集团(Ing))。第29卷(54),e11604。2020. Tunja-Boyaca,哥伦比亚。L-ISSN: 0121-1129, e-ISSN: 2357-5328, DOI: https://doi.org/10.19053/01211129.v29.n54.2020.11604工程限制其范围仅测量输入转换器的效率。实验结果表明,在紧凑型荧光灯上,电压谐波畸变变化8%会降低其效率。这些结果充分说明了调节谐波失真限值对于减少或防止谐波分量引起的功率损耗增加的重要性。
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引用次数: 0
SOPHIA: System for Ophthalmic Image Acquisition, Transmission, and Intelligent Analysis 索菲亚:眼科图像采集、传输和智能分析系统
IF 1 Q3 Engineering Pub Date : 2020-09-29 DOI: 10.19053/01211129.V29.N54.2020.11769
O. J. Perdomo-Charry, Andrés Daniel Pérez-Pérez, Melissa De-la-Pava-Rodríguez, Hernán Andrés Ríos-Calixto, Víctor Alfonso Arias-Vanegas, Juan Sebastián Lara-Ramírez, Santiago Toledo-Cortés, Jorge Eliecer Camargo-Mendoza, F. Rodríguez-Alvira, Fabio Augusto González-Osorio
Citation: O.-J. Perdomo-Charry, A.-D. Pérez, M. de-la-Pava-Rodríguez, H.-A. Ríos-Calixto, V.-A. Arias-Vanegas, J.-S. Lara-Ramírez, S. Toledo-Cortés, J.-E. Camargo-Mendoza, F.-J. Rodríguez-Alvira, F.-A. González-Osorio, “SOPHIA: System for Ophthalmic Image Acquisition, Transmission, and Intelligent Analysis,” Revista Facultad de Ingeniería, vol. 29 (54), e11769, 2020. https://doi.org/10.19053/01211129.v29.n54.2020.11769
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引用次数: 0
Simulation of methanol production from residual biomasses in a Cu/ZnO/Al2O3 packed bed reactor Cu/ZnO/Al2O3填充床反应器中残余生物质制甲醇的模拟
IF 1 Q3 Engineering Pub Date : 2020-09-23 DOI: 10.17533/UDEA.REDIN.20200907
Carlos Esteban Aristizábal-Alzate, A. Vargas-Ramírez, P. N. Alvarado-Torres
This article aims to simulate an algorithm constructed in MATLAB to represent the catalytic conversion of SYNGAS into methanol in a packed-bed reactor, based on chemical kinetics for a heterogeneous system with a Cu/ZnO/Al2O3 as a catalyst, and complementary math and phenomenological models, as a pressure drop and catalyst deactivation. Model validation is developed, comparing reference results and the results by running the algorithm in MATLAB using a reference SYNGAS composition. Also, the constructed model considers a catalyst deactivation by sintering and pressure drop along the reactor. Several parameters were evaluated to identify the pro conditions for methyl alcohol production; these parameters include the gasifying agent selection, the biomass and steam ratio effect, and the biomass origin. RESUMEN: El objetivo de este artículo es simular un algoritmo construido en MATLAB para representar la conversión catalítica de SYNGAS en metanol en un reactor de lecho empaquetado, basados en la cinética química para un sistema heterogéneo con un Cu/ZnO/Al2O3 como catalizador, y en modelos matemáticos y fenomenológicos, como caída de presión y desactivación del catalizador. Se realiza una validación del modelo, comparando los resultados de referencia y los resultados obtenidos al ejecutar en el algoritmo MATLAB la composición de referencia SYNGAS. Además, el modelo construido considera una desactivación del catalizador por sinterización y caída de presión a lo largo del reactor. Se evaluaron varios parámetros para identificar las condiciones para la producción de alcohol metílico; Estos parámetros incluyen la selección del agente gasificante, el efecto de la relación de biomasa y vapor y el origen de la biomasa. C. E. Artistizábal, A. F. Vargas and P. N. Alvarado. ”Simulation of methanol production from residual biomasses in a Cu/ZnO/Al2O3 packed bed reactor”, Revista Facultad de Ingeniería Universidad de Antioquia, no. 102, pp. 115-124, Jan-Mar 2022. [Online]. Available: https: //www.doi.org/10.17533/ udea.redin.20200907 ARTICLE INFO: Received: November 28, 2019 Accepted: September 23, 2020 Available online: September 23, 2020
本文旨在基于Cu/ZnO/Al2O3为催化剂的非均相体系的化学动力学,以及作为压降和催化剂失活的互补数学和现象学模型,模拟在MATLAB中构建的算法,以表示在填充床反应器中SYNGAS催化转化为甲醇的过程。进行了模型验证,将参考结果与参考SYNGAS组合物在MATLAB中运行算法的结果进行了比较。此外,所构建的模型考虑了催化剂的烧结失活和沿反应器的压降。对几个参数进行了评估,以确定甲醇生产的有利条件;这些参数包括气化剂的选择、生物质与蒸汽比效应以及生物质来源。简历:在MATLAB中构建的模拟算法artículo代表了la conversión catalítica de SYNGAS en甲醇en反应器de leco empaquetado, basados en la cinsamettica química para un sistema heterogsamneo con Cu/ZnO/Al2O3 como催化剂,en modelos matemáticos y fenomenológicos, como caída de presión y desactivación del catalador。本文实现了una validación模型模型,比较了lo结果与lo结果与lo结果与lo结果之间的关系,并采用MATLAB算法与composición参考SYNGAS。Además, el modelo construcido considera una desactivación del catalador psinterización y caída de presión a lo large del reactor。不同的评估parámetros段相同的条件段producción de alcohol metílico;Estos parámetros包括la selección del agentente gasificante, el effecto de la relación de biomasa y vapor和el origen de la biomasa。C. E. Artistizábal, A. F. Vargas和P. N. Alvarado "Cu/ZnO/Al2O3填充床反应器中残余生物质制甲醇的模拟”,revsta学院Ingeniería Antioquia大学,no. 1。102,第115-124页,2022年1 - 3月。(在线)。可获取路径:https: //www.doi.org/10.17533/ udea.redin.20200907文章信息:收稿日期:2019年11月28日收稿日期:2020年9月23日在线发表日期:2020年9月23日
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引用次数: 2
期刊
Revista Facultad De Ingenieria-universidad De Antioquia
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