Currend trends in research methods for engineering: a contemporary study
Descripción del Articulo
This study is devoted to reviewing and analyzing current trends in engineering research methods, concentratingon modeling and simulation, machine learning, artificial intelligence, and complex systems engineering. Selected and analyzed academic articles published within the last five years were used...
Autores: | , , , , , , , , , |
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Formato: | artículo |
Fecha de Publicación: | 2023 |
Institución: | Universidad Tecnológica del Perú |
Repositorio: | UTP-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorio.utp.edu.pe:20.500.12867/8058 |
Enlace del recurso: | https://hdl.handle.net/20.500.12867/8058 https://doi.org/10.31181/oresta/0601128 |
Nivel de acceso: | acceso abierto |
Materia: | Research methods Engineering Simulation method Engineering modeling Machine learning Complex systems https://purl.org/pe-repo/ocde/ford#2.00.00 |
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dc.title.es_PE.fl_str_mv |
Currend trends in research methods for engineering: a contemporary study |
title |
Currend trends in research methods for engineering: a contemporary study |
spellingShingle |
Currend trends in research methods for engineering: a contemporary study Collazos Alarcon, Mercedes Alejandrina Research methods Engineering Simulation method Engineering modeling Machine learning Complex systems https://purl.org/pe-repo/ocde/ford#2.00.00 |
title_short |
Currend trends in research methods for engineering: a contemporary study |
title_full |
Currend trends in research methods for engineering: a contemporary study |
title_fullStr |
Currend trends in research methods for engineering: a contemporary study |
title_full_unstemmed |
Currend trends in research methods for engineering: a contemporary study |
title_sort |
Currend trends in research methods for engineering: a contemporary study |
author |
Collazos Alarcon, Mercedes Alejandrina |
author_facet |
Collazos Alarcon, Mercedes Alejandrina Medina Romero, Miguel Ángel Sardon Quispe, Wilson Wily Cruz-Maman, Wilson Zapata Ancajima, Juan Carlos Quiñones-Negrete, Magaly Gutiérrez Aparco, Julián Aguilar Franco, Jose Alberto Hernández Hernández, Fredy Alberto Merino Quispe, Isaac |
author_role |
author |
author2 |
Medina Romero, Miguel Ángel Sardon Quispe, Wilson Wily Cruz-Maman, Wilson Zapata Ancajima, Juan Carlos Quiñones-Negrete, Magaly Gutiérrez Aparco, Julián Aguilar Franco, Jose Alberto Hernández Hernández, Fredy Alberto Merino Quispe, Isaac |
author2_role |
author author author author author author author author author |
dc.contributor.author.fl_str_mv |
Collazos Alarcon, Mercedes Alejandrina Medina Romero, Miguel Ángel Sardon Quispe, Wilson Wily Cruz-Maman, Wilson Zapata Ancajima, Juan Carlos Quiñones-Negrete, Magaly Gutiérrez Aparco, Julián Aguilar Franco, Jose Alberto Hernández Hernández, Fredy Alberto Merino Quispe, Isaac |
dc.subject.es_PE.fl_str_mv |
Research methods Engineering Simulation method Engineering modeling Machine learning Complex systems |
topic |
Research methods Engineering Simulation method Engineering modeling Machine learning Complex systems https://purl.org/pe-repo/ocde/ford#2.00.00 |
dc.subject.ocde.es_PE.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#2.00.00 |
description |
This study is devoted to reviewing and analyzing current trends in engineering research methods, concentratingon modeling and simulation, machine learning, artificial intelligence, and complex systems engineering. Selected and analyzed academic articles published within the last five years were used to create a critical analysis. Despite the associated challenges, such as the need for new competencies and resources, the results indicated that these emergent methods significantly impact the engineering field. However, significant voids were also identified, including the inability to solve engineering problems innovatively and efficiently. This study concludes by emphasizing the need for additional in-depth research into these trends and their effects on various engineering disciplines. |
publishDate |
2023 |
dc.date.accessioned.none.fl_str_mv |
2023-12-15T17:12:11Z |
dc.date.available.none.fl_str_mv |
2023-12-15T17:12:11Z |
dc.date.issued.fl_str_mv |
2023 |
dc.type.es_PE.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.version.es_PE.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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article |
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dc.identifier.issn.none.fl_str_mv |
2620-1747 |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12867/8058 |
dc.identifier.journal.es_PE.fl_str_mv |
Operational Research in Engineering Sciences: Theory and Applications |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.31181/oresta/0601128 |
identifier_str_mv |
2620-1747 Operational Research in Engineering Sciences: Theory and Applications |
url |
https://hdl.handle.net/20.500.12867/8058 https://doi.org/10.31181/oresta/0601128 |
dc.language.iso.es_PE.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartofseries.none.fl_str_mv |
Operational Research in Engineering Sciences: Theory and Applications;vol. 6, n° 1 |
dc.rights.es_PE.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.uri.es_PE.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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application/pdf |
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PNG Publications and Scientific Research Limited |
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Repositorio Institucional - UTP Universidad Tecnológica del Perú |
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Universidad Tecnológica del Perú |
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Collazos Alarcon, Mercedes AlejandrinaMedina Romero, Miguel ÁngelSardon Quispe, Wilson WilyCruz-Maman, WilsonZapata Ancajima, Juan CarlosQuiñones-Negrete, MagalyGutiérrez Aparco, JuliánAguilar Franco, Jose AlbertoHernández Hernández, Fredy AlbertoMerino Quispe, Isaac2023-12-15T17:12:11Z2023-12-15T17:12:11Z20232620-1747https://hdl.handle.net/20.500.12867/8058Operational Research in Engineering Sciences: Theory and Applicationshttps://doi.org/10.31181/oresta/0601128This study is devoted to reviewing and analyzing current trends in engineering research methods, concentratingon modeling and simulation, machine learning, artificial intelligence, and complex systems engineering. Selected and analyzed academic articles published within the last five years were used to create a critical analysis. Despite the associated challenges, such as the need for new competencies and resources, the results indicated that these emergent methods significantly impact the engineering field. However, significant voids were also identified, including the inability to solve engineering problems innovatively and efficiently. This study concludes by emphasizing the need for additional in-depth research into these trends and their effects on various engineering disciplines.Campus Chiclayoapplication/pdfengPNG Publications and Scientific Research LimitedRSOperational Research in Engineering Sciences: Theory and Applications;vol. 6, n° 1info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Repositorio Institucional - UTPUniversidad Tecnológica del Perúreponame:UTP-Institucionalinstname:Universidad Tecnológica del Perúinstacron:UTPResearch methodsEngineeringSimulation methodEngineering modelingMachine learningComplex systemshttps://purl.org/pe-repo/ocde/ford#2.00.00Currend trends in research methods for engineering: a contemporary studyinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionORIGINALM.Collazos_Articulo_2023.pdfM.Collazos_Articulo_2023.pdfapplication/pdf1535280http://repositorio.utp.edu.pe/bitstream/20.500.12867/8058/1/M.Collazos_Articulo_2023.pdf8fb86bf614530388ce1d6ee0271bad53MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.utp.edu.pe/bitstream/20.500.12867/8058/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52TEXTM.Collazos_Articulo_2023.pdf.txtM.Collazos_Articulo_2023.pdf.txtExtracted texttext/plain63270http://repositorio.utp.edu.pe/bitstream/20.500.12867/8058/3/M.Collazos_Articulo_2023.pdf.txtf18bed4e8915e850e6a22796d3d6ae42MD53THUMBNAILM.Collazos_Articulo_2023.pdf.jpgM.Collazos_Articulo_2023.pdf.jpgGenerated Thumbnailimage/jpeg19383http://repositorio.utp.edu.pe/bitstream/20.500.12867/8058/4/M.Collazos_Articulo_2023.pdf.jpgba03abbf440be1be41be5b93a8e7ea58MD5420.500.12867/8058oai:repositorio.utp.edu.pe:20.500.12867/80582023-12-15 14:04:31.031Repositorio Institucional de la Universidad Tecnológica del Perúrepositorio@utp.edu.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).