La propuesta presentada en este trabajo de investigación consiste en una arquitectura de referencia para la gestión integrada de producción, que permite el acceso a la información requerida para obtener una visión completa del estado del proceso productivo y habilita la automatización inteligente de los procesos de negocio, a partir de la definición de un mecanismo de acceso estandarizado a las fuentes de información de proceso, del desarrollo de un marco ontólogico de producción y del uso de técnicas de inteligencia artificial distribuida, específicamente sistemas multi-agentes e instituciones electrónicas.
array:23 [ "pii" => "S1697791211000471" "issn" => "16977912" "doi" => "10.1016/j.riai.2011.09.013" "estado" => "S300" "fechaPublicacion" => "2011-10-01" "aid" => "30" "copyrightAnyo" => "2011" "documento" => "article" "crossmark" => 0 "licencia" => "http://creativecommons.org/licenses/by-nc-nd/3.0/" "subdocumento" => "fla" "cita" => "Revista Iberoamericana de Automática e Informática industrial. 2011;8:405-17" "abierto" => array:3 [ "ES" => true "ES2" => true "LATM" => true ] "gratuito" => true "lecturas" => array:2 [ "total" => 5169 "formatos" => array:3 [ "EPUB" => 25 "HTML" => 2664 "PDF" => 2480 ] ] "itemSiguiente" => array:18 [ "pii" => "S1697791211000409" "issn" => "16977912" "doi" => "10.1016/j.riai.2011.09.006" "estado" => "S300" "fechaPublicacion" => "2011-10-01" "aid" => "23" "documento" => "simple-article" "crossmark" => 0 "licencia" => "http://creativecommons.org/licenses/by-nc-nd/3.0/" "subdocumento" => "brv" "cita" => "Revista Iberoamericana de Automática e Informática industrial. 2011;8:418-9" "abierto" => array:3 [ "ES" => true "ES2" => true "LATM" => true ] "gratuito" => true "lecturas" => array:2 [ "total" => 3245 "formatos" => array:3 [ "EPUB" => 22 "HTML" => 1593 "PDF" => 1630 ] ] "es" => array:6 [ "idiomaDefecto" => true "titulo" => "Libros y Monografias" "tienePdf" => "es" "tieneTextoCompleto" => 0 "paginas" => array:1 [ 0 => array:2 [ "paginaInicial" => "418" "paginaFinal" => "419" ] ] "contienePdf" => array:1 [ "es" => true ] ] "idiomaDefecto" => "es" "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/S1697791211000409?idApp=UINPBA00004N" "url" => "/16977912/0000000800000004/v1_201305061520/S1697791211000409/v1_201305061520/es/main.assets" ] "itemAnterior" => array:18 [ "pii" => "S1697791211000367" "issn" => "16977912" "doi" => "10.1016/j.riai.2011.09.002" "estado" => "S300" "fechaPublicacion" => "2011-10-01" "aid" => "19" "documento" => "article" "crossmark" => 0 "licencia" => "http://creativecommons.org/licenses/by-nc-nd/3.0/" "subdocumento" => "fla" "cita" => "Revista Iberoamericana de Automática e Informática industrial. 2011;8:397-404" "abierto" => array:3 [ "ES" => true "ES2" => true "LATM" => true ] "gratuito" => true "lecturas" => array:2 [ "total" => 3960 "formatos" => array:3 [ "EPUB" => 35 "HTML" => 2315 "PDF" => 1610 ] ] "es" => array:9 [ "idiomaDefecto" => true "titulo" => "Interoperabilidad en Sistemas Domóticos Mediante Pasarela Infrarrojos-ZigBee" "tienePdf" => "es" "tieneTextoCompleto" => 0 "tieneResumen" => "es" "paginas" => array:1 [ 0 => array:2 [ "paginaInicial" => "397" "paginaFinal" => "404" ] ] "contieneResumen" => array:1 [ "es" => true ] "contienePdf" => array:1 [ "es" => true ] "autores" => array:1 [ 0 => array:2 [ "autoresLista" => "Gonzalo B. Asencio, J.M. Maestre, Juan M. Escaño, C. Martín Macareno, M.A. Molina, E.F. Camacho" "autores" => array:6 [ 0 => array:2 [ "nombre" => "Gonzalo B." "apellidos" => "Asencio" ] 1 => array:2 [ "nombre" => "J.M." "apellidos" => "Maestre" ] 2 => array:2 [ "nombre" => "Juan M." "apellidos" => "Escaño" ] 3 => array:2 [ "nombre" => "C. Martín" "apellidos" => "Macareno" ] 4 => array:2 [ "nombre" => "M.A." "apellidos" => "Molina" ] 5 => array:2 [ "nombre" => "E.F." "apellidos" => "Camacho" ] ] ] ] ] "idiomaDefecto" => "es" "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/S1697791211000367?idApp=UINPBA00004N" "url" => "/16977912/0000000800000004/v1_201305061520/S1697791211000367/v1_201305061520/es/main.assets" ] "es" => array:11 [ "idiomaDefecto" => true "titulo" => "Arquitectura Basada en Inteligencia Artificial Distribuida para la Gerencia Integrada de Producción Industrial" "tieneTextoCompleto" => 0 "paginas" => array:1 [ 0 => array:2 [ "paginaInicial" => "405" "paginaFinal" => "417" ] ] "autores" => array:1 [ 0 => array:4 [ "autoresLista" => "César Bravo, José Aguilar-Castro, Addison Ríos, Joseph Aguilar-Martin, Francklin Rivas" "autores" => array:5 [ 0 => array:4 [ "nombre" => "César" "apellidos" => "Bravo" "email" => array:1 [ 0 => "csarbravo@gmail.com" ] "referencia" => array:2 [ 0 => array:2 [ "etiqueta" => "<span class="elsevierStyleSup">a</span>" "identificador" => "aff0005" ] 1 => array:2 [ "etiqueta" => "<span class="elsevierStyleSup">¿</span>" "identificador" => "cor0005" ] ] ] 1 => array:3 [ "nombre" => "José" "apellidos" => "Aguilar-Castro" "referencia" => array:1 [ 0 => array:2 [ "etiqueta" => "<span class="elsevierStyleSup">b</span>" "identificador" => "aff0010" ] ] ] 2 => array:3 [ "nombre" => "Addison" "apellidos" => "Ríos" "referencia" => array:1 [ 0 => array:2 [ "etiqueta" => "<span class="elsevierStyleSup">b</span>" "identificador" => "aff0010" ] ] ] 3 => array:3 [ "nombre" => "Joseph" "apellidos" => "Aguilar-Martin" "referencia" => array:1 [ 0 => array:2 [ "etiqueta" => "<span class="elsevierStyleSup">c</span>" "identificador" => "aff0015" ] ] ] 4 => array:3 [ "nombre" => "Francklin" "apellidos" => "Rivas" "referencia" => array:1 [ 0 => array:2 [ "etiqueta" => "<span class="elsevierStyleSup">d</span>" "identificador" => "aff0020" ] ] ] ] "afiliaciones" => array:4 [ 0 => array:3 [ "entidad" => "Halliburton. Paseo de la Reforma 389. Piso 11. Colonia Cuauthemoc. 06500, Ciudad de México, México" "etiqueta" => "<span class="elsevierStyleSup">a</span>" "identificador" => "aff0005" ] 1 => array:3 [ "entidad" => "CEMISID, Facultad de Ingeniería, Universidad de Los Andes, Av. Alberto Carnevalli, Núcleo La Hechicera, 5101, Mérida, Venezuela" "etiqueta" => "<span class="elsevierStyleSup">b</span>" "identificador" => "aff0010" ] 2 => array:3 [ "entidad" => "LAAS-CNRS, 7 Av. du Colonel Roche, 31077, Toulouse, France" "etiqueta" => "<span class="elsevierStyleSup">c</span>" "identificador" => "aff0015" ] 3 => array:3 [ "entidad" => "UAPIT ULA, Urb.Belenzate. Avenida 1 con Calle 7, Quinta“Sonedi”, 5101, Mérida, Venezuela" "etiqueta" => "<span class="elsevierStyleSup">d</span>" "identificador" => "aff0020" ] ] "correspondencia" => array:1 [ 0 => array:3 [ "identificador" => "cor0005" "etiqueta" => "⁎" "correspondencia" => "Autor para correspondencia." ] ] ] ] "pdfFichero" => "main.pdf" "tienePdf" => true "PalabrasClave" => array:1 [ "es" => array:1 [ 0 => array:4 [ "clase" => "keyword" "titulo" => "Palabras clave" "identificador" => "xpalclavsec109580" "palabras" => array:1 [ 0 => "Automatización Industrial. Agentes Inteligentes. Sistemas de Manufactura Inteligente. Sistemas basados en Conocimiento Inteligente. Control Inteligente" ] ] ] ] "tieneResumen" => true "resumen" => array:1 [ "es" => array:2 [ "titulo" => "Resumen" "resumen" => "<p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">La propuesta presentada en este trabajo de investigación consiste en una arquitectura de referencia para la gestión integrada de producción, que permite el acceso a la información requerida para obtener una visión completa del estado del proceso productivo y habilita la automatización inteligente de los procesos de negocio, a partir de la definición de un mecanismo de acceso estandarizado a las fuentes de información de proceso, del desarrollo de un marco ontólogico de producción y del uso de técnicas de inteligencia artificial distribuida, específicamente sistemas multi-agentes e instituciones electrónicas.</p>" ] ] "bibliografia" => array:2 [ "titulo" => "Referencias" "seccion" => array:1 [ 0 => array:2 [ "identificador" => "bibs0005" "bibliografiaReferencia" => array:35 [ 0 => array:3 [ "identificador" => "bib0005" "etiqueta" => "Arcos et al., 2005" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Arcos, Josep Lluis, Marc Esteva, Pablo Noriega, Juan A. Rodríguez- Aguilar, Carles Sierra, 2005. An integrated developing environment for electronic institutions, Software Agent based Applications. Platforms and Development Kits: Birkhäuser Publisher, pp. 121-142." ] ] ] 1 => array:3 [ "identificador" => "bib0010" "etiqueta" => "Bravo, 2010" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Bravo, C., 2010. Inteligencia Artificial Distribuida como Estrategia para la Gerencia Integrada de Producción Industrial. Tesis Doctoral. Universidad de Los Andes, Mérida, Venezuela." ] ] ] 2 => array:3 [ "identificador" => "bib0015" "etiqueta" => "Bravo et al., 2005" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Bravo, C., J. Aguilar, F. Rivas, y M. Cerrada, 2005. Design of an Architecture for Industrial Automation based on Multi-agents Systems. Proceedings of 16th IFAC World Congress. Prague, 2005." ] ] ] 3 => array:3 [ "identificador" => "bib0020" "etiqueta" => "Bravo et al., 2008" "referencia" => array:1 [ 0 => array:2 [ "contribucion" => array:1 [ 0 => array:2 [ "titulo" => "A Generalized Data Meta-Model for Production Companies Ontology Definition. International Journal of Systems Applications" "autores" => array:1 [ 0 => array:2 [ "etal" => false "autores" => array:5 [ 0 => "C. Bravo" 1 => "J. Aguilar" 2 => "A. Ríos" 3 => "J. Aguilar-Martin" 4 => "F. Rivas" ] ] ] ] ] "host" => array:1 [ 0 => array:2 [ "doi" => "10.1371/journal.pone.0120265" "Revista" => array:7 [ "tituloSerie" => "Engineering & Development" "fecha" => "2008" "volumen" => "2" "numero" => "4" "paginaInicial" => "191" "paginaFinal" => "202" "link" => array:1 [ 0 => array:2 [ "url" => "https://www.ncbi.nlm.nih.gov/pubmed/25786241" "web" => "Medline" ] ] ] ] ] ] ] ] 4 => array:3 [ "identificador" => "bib0025" "etiqueta" => "Bravo et al., 2011" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Bravo, C., Saputelli, L., Aguilar J., Ríos A., Rivas F. and Aguilar-Martin J, 2011. Automation of the Oilfield Asset via an Artificial Intelligence (AI)-Based Integrated Production Management Architecture (IPMA) Industrial. SPE Digital Energy Conference & Exhibition. The Woodlands, TX. USA." ] ] ] 5 => array:3 [ "identificador" => "bib0030" "etiqueta" => "Chacón et al., 2005" "referencia" => array:1 [ 0 => array:2 [ "contribucion" => array:1 [ 0 => array:2 [ "titulo" => "A Holonic Architecture for Continuous Processes Supervision and Coordination" "autores" => array:1 [ 0 => array:2 [ "etal" => false "autores" => array:3 [ 0 => "E. Chacón" 1 => "E. Altamiranda" 2 => "E. Colina" ] ] ] ] ] "host" => array:1 [ 0 => array:1 [ "Revista" => array:6 [ "tituloSerie" => "WSEAS Transactions on Systems." "fecha" => "2005" "volumen" => "4" "numero" => "7" "paginaInicial" => "941" "paginaFinal" => "944" ] ] ] ] ] ] 6 => array:3 [ "identificador" => "bib0035" "etiqueta" => "Chacón and Indriago, 2010" "referencia" => array:1 [ 0 => array:2 [ "contribucion" => array:1 [ 0 => array:2 [ "titulo" => "Implementación de Supervisores en una Arquitectura de Referencia basada en Sistemas de Manufactura Holónica" "autores" => array:1 [ 0 => array:2 [ "etal" => false "autores" => array:2 [ 0 => "E. Chacón" 1 => "M. Indriago" ] ] ] ] ] "host" => array:1 [ 0 => array:1 [ "Revista" => array:6 [ "tituloSerie" => "Revista Iberoamericana de Automática e Informática Industrial." "fecha" => "2010" "volumen" => "7" "numero" => "3" "paginaInicial" => "72" "paginaFinal" => "82" ] ] ] ] ] ] 7 => array:3 [ "identificador" => "bib0040" "etiqueta" => "ENV, 1990" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "ENV 40 003, 1990. Computer Integrated Manufacturing - Systems Architecture - Framework for Enterprise Modelling CEN/CENELEC." ] ] ] 8 => array:3 [ "identificador" => "bib0045" "etiqueta" => "Esteva and Marc, 2001" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Esteva, Marc, Juan Antonio Rodríguez, Carles Sierra, Pere García, y Josep Lluís Arcos, 2001. On the formal specifications of electronic institutions. Lecture Notes in Artificial Intelligence. Agent-Mediated Electronic Commerce (The AgentLink Perspective). Frank Dignum and Carles Sierra Editors, 2001. 126-147." ] ] ] 9 => array:3 [ "identificador" => "bib0050" "etiqueta" => "García-Camino et al., 2005" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "García-Camino, A., P. Noriega, and J.A. Rodríguez, 2005. Implementing Norms in Electronic Institutions. AAMAS’05. Utrecht, Netherlands, 2005." ] ] ] 10 => array:3 [ "identificador" => "bib0055" "etiqueta" => "ISA, 1995" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "ISA, 1995. ANSI/ISA-88.01-1995 Batch Control Part 1: Models and Terminology.(Formerly ANSI/ISA-S88.01-1995)." ] ] ] 11 => array:3 [ "identificador" => "bib0060" "etiqueta" => "ISA, 2000" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "ISA, 2000. ANSI/ISA-95.00.01-2000 Enterprise-Control System Integration Part 1: Models and Terminology." ] ] ] 12 => array:3 [ "identificador" => "bib0065" "etiqueta" => "ISO/OSI, 1994" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "ISO/OSI, 1994. Industrial automation systems and integration -- Product data representation and exchange -- Part 42: Integrated generic resources: Geometric and topological representation." ] ] ] 13 => array:3 [ "identificador" => "bib0070" "etiqueta" => "Jennings and Bussmann, 2003" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Jennings, N., and S. Bussmann, 2003. Agent Based Control Systems. IEEE Control Systems Magazine." ] ] ] 14 => array:3 [ "identificador" => "bib0075" "etiqueta" => "Litchicum and David, 2004" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Litchicum, David, 2004. Next Generation Application Integration. From Simple Information to Web Services. Addison Wesley Information Technology Series." ] ] ] 15 => array:3 [ "identificador" => "bib0080" "etiqueta" => "Marik, 2005" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Marik, Vladimir, y Pavel Vrba, 2005. Simulation in Agent Based Control Systems: a MAST Case Study. 16th IFAC World Congress Proceedings. Prague." ] ] ] 16 => array:3 [ "identificador" => "bib0085" "etiqueta" => "Noriega and Pablo, 2002" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Noriega, Pablo, and Carles Sierra, 2002. Electronic institutions: Future trends and challenges. Lecture Notes in Artificial Intelligence. Matthias Klusch, Sascha Ossowski and Onn Shehory (Eds.). pp 14-17." ] ] ] 17 => array:3 [ "identificador" => "bib0090" "etiqueta" => "Olmheim and Jorn, 2008" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Olmheim, Jorn, Einar Landre, y Eileen Quale (2008). Improving Production by Use of Autonomous Systems. SPE Intelligent Energy Conference and Exhibition. Amsterdam." ] ] ] 18 => array:3 [ "identificador" => "bib0095" "etiqueta" => "POSC, 2003" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "POSC, 2003-2006. WITSML Data Schema Overview. www.energistics.org." ] ] ] 19 => array:3 [ "identificador" => "bib0100" "etiqueta" => "POSC, 2006" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "POSC, 2006. Reference Architecture PRODML 1.0. <a class="elsevierStyleInterRef" href="http://www.prodml.org/">www.prodml.org</a>." ] ] ] 20 => array:3 [ "identificador" => "bib0105" "etiqueta" => "POSC, 2009" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "POSC, 2009. Integrated Operations in the High North. <a class="elsevierStyleInterRef" href="https://www.posccaesar.org/wiki/IOHN">https://www.posccaesar.org/wiki/IOHN</a>." ] ] ] 21 => array:3 [ "identificador" => "bib0110" "etiqueta" => "P Consortium, 2005" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "PSLX Consortium 2005. PSLX Consortium Planning & Scheduling Language on XML Specification. <a class="elsevierStyleInterRef" href="http://www.pslx.org/en/">http://www.pslx.org/en/</a>." ] ] ] 22 => array:3 [ "identificador" => "bib0115" "etiqueta" => "Raskin, 2009" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Raskin, R., 2009. Semantic Web for Earth and Environmental Terminology (SWEET). Jet Propulsion Laboratory. CalTech. Pasadena, CA. <a class="elsevierStyleInterRef" href="http://sweet.jpl.nasa.gov/sweet">http://sweet.jpl.nasa.gov/sweet</a>." ] ] ] 23 => array:3 [ "identificador" => "bib0120" "etiqueta" => "Satter, 1994" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Satter, Abdus, y Ganesh Thakur, 1994. Integrated Petroleum Reservoir Management. Tulsa: PennWell Books." ] ] ] 24 => array:3 [ "identificador" => "bib0125" "etiqueta" => "Potters and Kapteijn, 2005" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Potters, H., y P. Kapteijn, 2005. Reservoir Survelliance and Smart Fields. International Petroleum Technology Conference. Doha, Qatar." ] ] ] 25 => array:3 [ "identificador" => "bib0130" "etiqueta" => "Reddick and Chris, 2007" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Reddick, Chris, 2007. Field of the Future Program: Planning for Success. 2007 SPE Digital Energy Conference and Exhibition. Houston." ] ] ] 26 => array:3 [ "identificador" => "bib0135" "etiqueta" => "Sierra and Carles, 2004" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Sierra, Carles, 2004. Electronics institutions: Methodology of multi-agent systems development. PRICAI 2004: Trends in Artificial Intelligence, 8th Pacific Rim International Conference on Artificial Intelligence. Auckland: Chengqi Zhang, Hans W. Guesgen, and Wai-Kiang Yeap, editors." ] ] ] 27 => array:3 [ "identificador" => "bib0140" "etiqueta" => "Sisk and Carl, 2007" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Sisk, Carl, Scott Fanty, y David Knox, 2007. Application of Field of the Future to BP's North American Gas Operations. 2007 SPE Digital Energy Conference and Exhibition. Houston." ] ] ] 28 => array:3 [ "identificador" => "bib0145" "etiqueta" => "Soma et al., 2008" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Soma, R., A. Bakshi, V. Prassanna, W. DaSie, y B. Bourgeois, 2008. Semantic Web Technologies for Smart Oilfiled Applications. SPE Intelligent Energy Conference & Exhibition. Amsterdam." ] ] ] 29 => array:3 [ "identificador" => "bib0150" "etiqueta" => "The PABADIS, 2006" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "The PABADIS Promise Consortium, 2002-2006. Benefits and requirements for the PABADIS Promise System. White Paper. Univ. of Magdeburg, Universitätsplatz 2.39106 Magdeburg – Germany. <a class="elsevierStyleInterRef" href="http://www.pabadis.org/">www.pabadis.org</a>." ] ] ] 30 => array:3 [ "identificador" => "bib0155" "etiqueta" => "Williams, 1989" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Williams, T. (Editor), 1989. A Reference Model For Computer Integrated Manufacturing (CIM). Instruments Society of America (ISA). North Carolina, USA." ] ] ] 31 => array:3 [ "identificador" => "bib0160" "etiqueta" => "World Batch Forum, 2004" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "World Batch Forum, 2004. B2MML: Business to Manufacturing Markup Language. Releases Notes. June, 2004. <a class="elsevierStyleInterRef" href="http://www.wbf.org/">www.wbf.org</a>." ] ] ] 32 => array:3 [ "identificador" => "bib0165" "etiqueta" => "Wyns, 1999" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Wyns, J., 1999. Architecture for Holonic Manufacturing Systems: The Key to Support Evolution and Reconguration. Leuven: K.P. Leuven PMA Division." ] ] ] 33 => array:3 [ "identificador" => "bib0170" "etiqueta" => "Zhang et al., 2006" "referencia" => array:1 [ 0 => array:1 [ "referenciaCompleta" => "Zhang, C., A. Orangi, A. Bakshi, W. Da Sie, y V.K. Prassana, 2006. Model-Based Framework for Oil Production Forecasting and Optimization: A Case Study in Integrated Asset Management. SPE Intelligent Energy Conference and Exhibition. Amsterdam." ] ] ] 34 => array:3 [ "identificador" => "bib0175" "etiqueta" => "Zimmermann, 1980" "referencia" => array:1 [ 0 => array:2 [ "contribucion" => array:1 [ 0 => array:2 [ "titulo" => "OSI Reference Model: The ISO Model of Architecture for Open Systems Interconnection" "autores" => array:1 [ 0 => array:2 [ "etal" => false "autores" => array:1 [ 0 => "H. Zimmermann" ] ] ] ] ] "host" => array:1 [ 0 => array:1 [ "Revista" => array:6 [ "tituloSerie" => "IEEE Transactions on Communications" "fecha" => "1980" "volumen" => "28" "numero" => "4" "paginaInicial" => "425" "paginaFinal" => "432" ] ] ] ] ] ] ] ] ] ] ] "idiomaDefecto" => "es" "url" => "/16977912/0000000800000004/v1_201305061520/S1697791211000471/v1_201305061520/es/main.assets" "Apartado" => array:4 [ "identificador" => "7980" "tipo" => "SECCION" "es" => array:2 [ "titulo" => "Artículos" "idiomaDefecto" => true ] "idiomaDefecto" => "es" ] "PDF" => "https://static.elsevier.es/multimedia/16977912/0000000800000004/v1_201305061520/S1697791211000471/v1_201305061520/es/main.pdf?idApp=UINPBA00004N&text.app=https://www.elsevier.es/" "EPUB" => "https://multimedia.elsevier.es/PublicationsMultimediaV1/item/epub/S1697791211000471?idApp=UINPBA00004N" ]