XWare: a middleware for prognostics and health management in education

Prognostics and Health Management (PHM) is a maintenance strategy that allows for the prediction of the productivity and health of manufacturing systems. Because of the advantages of implementing PHM strategies, tools and platforms focused on PHM education become important. Work on creating such a t...

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Autores:
Sánchez Londoño, David
Tipo de recurso:
Fecha de publicación:
2020
Institución:
Universidad de los Andes
Repositorio:
Séneca: repositorio Uniandes
Idioma:
eng
OAI Identifier:
oai:repositorio.uniandes.edu.co:1992/51016
Acceso en línea:
http://hdl.handle.net/1992/51016
Palabra clave:
Ingeniería
Industrias manufactureras
Comunicaciones máquina a máquina
Internet de las cosas
Industria 4.0
Ingeniería
Rights
openAccess
License
https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf
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network_name_str Séneca: repositorio Uniandes
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dc.title.spa.fl_str_mv XWare: a middleware for prognostics and health management in education
title XWare: a middleware for prognostics and health management in education
spellingShingle XWare: a middleware for prognostics and health management in education
Ingeniería
Industrias manufactureras
Comunicaciones máquina a máquina
Internet de las cosas
Industria 4.0
Ingeniería
title_short XWare: a middleware for prognostics and health management in education
title_full XWare: a middleware for prognostics and health management in education
title_fullStr XWare: a middleware for prognostics and health management in education
title_full_unstemmed XWare: a middleware for prognostics and health management in education
title_sort XWare: a middleware for prognostics and health management in education
dc.creator.fl_str_mv Sánchez Londoño, David
dc.contributor.advisor.none.fl_str_mv Barbieri, Giacomo
Garcés Pernett, Kelly Johany
dc.contributor.author.none.fl_str_mv Sánchez Londoño, David
dc.contributor.jury.none.fl_str_mv Negri, Elisa
Romero Díaz, David Carlos
Rodríguez Herrera, Carlos Francisco
dc.subject.armarc.es_CO.fl_str_mv Ingeniería
Industrias manufactureras
Comunicaciones máquina a máquina
Internet de las cosas
Industria 4.0
topic Ingeniería
Industrias manufactureras
Comunicaciones máquina a máquina
Internet de las cosas
Industria 4.0
Ingeniería
dc.subject.themes.none.fl_str_mv Ingeniería
description Prognostics and Health Management (PHM) is a maintenance strategy that allows for the prediction of the productivity and health of manufacturing systems. Because of the advantages of implementing PHM strategies, tools and platforms focused on PHM education become important. Work on creating such a tool exists in XRepo, a big data architecture that allows for the sharing of experimental data between educators and students. This work proposes the XWare architecture, a PHM education middleware that bridges gap between sensor data acquisition and the XRepo-provided data storage solution. The joint architecture of both XWare and XRepo is thus denominated PHM-Edu. The development of XWare involved the definition of education-focused requirements, the creation of a conceptual framework, and the instantiation of the framework with specific technological solutions and interfaces. This study found that the implemented XWare architecture performs well in low-cost hardware, and that (when paired with XRepo) it allows for a...
publishDate 2020
dc.date.issued.none.fl_str_mv 2020
dc.date.accessioned.none.fl_str_mv 2021-08-10T18:06:15Z
dc.date.available.none.fl_str_mv 2021-08-10T18:06:15Z
dc.type.spa.fl_str_mv Trabajo de grado - Maestría
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dc.identifier.pdf.none.fl_str_mv 23202.pdf
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identifier_str_mv 23202.pdf
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dc.language.iso.none.fl_str_mv eng
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dc.format.extent.none.fl_str_mv 14 hojas
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dc.publisher.none.fl_str_mv Universidad de los Andes
dc.publisher.program.none.fl_str_mv Maestría en Ingeniería Mecánica
dc.publisher.faculty.none.fl_str_mv Facultad de Ingeniería
dc.publisher.department.none.fl_str_mv Departamento de Ingeniería Mecánica
publisher.none.fl_str_mv Universidad de los Andes
institution Universidad de los Andes
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spelling Al consultar y hacer uso de este recurso, está aceptando las condiciones de uso establecidas por los autores.https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Barbieri, Giacomovirtual::4210-1Garcés Pernett, Kelly Johanyvirtual::4211-1Sánchez Londoño, Davide8aea7f1-a39b-4dbf-9bc7-a7d5db9a4679400Negri, ElisaRomero Díaz, David CarlosRodríguez Herrera, Carlos Francisco2021-08-10T18:06:15Z2021-08-10T18:06:15Z2020http://hdl.handle.net/1992/5101623202.pdfinstname:Universidad de los Andesreponame:Repositorio Institucional Sénecarepourl:https://repositorio.uniandes.edu.co/Prognostics and Health Management (PHM) is a maintenance strategy that allows for the prediction of the productivity and health of manufacturing systems. Because of the advantages of implementing PHM strategies, tools and platforms focused on PHM education become important. Work on creating such a tool exists in XRepo, a big data architecture that allows for the sharing of experimental data between educators and students. This work proposes the XWare architecture, a PHM education middleware that bridges gap between sensor data acquisition and the XRepo-provided data storage solution. The joint architecture of both XWare and XRepo is thus denominated PHM-Edu. The development of XWare involved the definition of education-focused requirements, the creation of a conceptual framework, and the instantiation of the framework with specific technological solutions and interfaces. This study found that the implemented XWare architecture performs well in low-cost hardware, and that (when paired with XRepo) it allows for a...El Pronostico y Gestión de la Salud del Activo (PHM) es una estrategia de mantenimiento que permite predecir la productividad y la salud de los sistemas de manufactura. Debido a las ventajas de implementar estrategias de PHM, las herramientas y plataformas enfocadas en la educación de PHM se hacen de importancia. Cierto trabajo para crear una herramienta de este tipo existe en XRepo, una arquitectura de big data que permite compartir datos experimentales entre educadores y estudiantes. Este nuevo trabajo propone la arquitectura XWare, un 'middleware' educativo PHM que cierra la brecha entre la adquisición de datos de sensores y el almacenamiento de datos proporcionado por XRepo. La arquitectura conjunta de XWare y XRepo se denomina PHM-Edu. El desarrollo de XWare implicó la definición de requisitos centrados en la educación, la creación de un marco conceptual y la instanciación de este marco con soluciones e interfaces tecnológicas específicas...Magíster en Ingeniería MecánicaMaestría14 hojasapplication/pdfengUniversidad de los AndesMaestría en Ingeniería MecánicaFacultad de IngenieríaDepartamento de Ingeniería MecánicaXWare: a middleware for prognostics and health management in educationTrabajo de grado - Maestríainfo:eu-repo/semantics/masterThesishttp://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/TMIngenieríaIndustrias manufacturerasComunicaciones máquina a máquinaInternet de las cosasIndustria 4.0Ingeniería201910193Publicationhttps://scholar.google.es/citations?user=NlSKspEAAAAJvirtual::4210-1https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0001402558virtual::4211-10b2793ce-8198-4a9b-addb-0a78a020ca35virtual::4210-1ab8c0b16-6781-46f2-8520-03295a94d16dvirtual::4211-10b2793ce-8198-4a9b-addb-0a78a020ca35virtual::4210-1ab8c0b16-6781-46f2-8520-03295a94d16dvirtual::4211-1ORIGINAL23202.pdfapplication/pdf1687333https://repositorio.uniandes.edu.co/bitstreams/f2ddfb08-9e6d-47af-95c7-f3ee7301d889/download7a229af18ebc61d704a38e5720322c96MD51TEXT23202.pdf.txt23202.pdf.txtExtracted texttext/plain58489https://repositorio.uniandes.edu.co/bitstreams/6dad80e4-a2ad-4f0d-b55d-c55286962c5b/download5da62806a58c117df205b4a156f188ccMD54THUMBNAIL23202.pdf.jpg23202.pdf.jpgIM Thumbnailimage/jpeg25298https://repositorio.uniandes.edu.co/bitstreams/5057c1b3-3141-4aaa-9f78-01512639ba0f/download9064a122f6e0c224186d7212eb25c1c4MD551992/51016oai:repositorio.uniandes.edu.co:1992/510162024-03-13 12:37:32.51https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfopen.accesshttps://repositorio.uniandes.edu.coRepositorio institucional Sénecaadminrepositorio@uniandes.edu.co