Ontología Unificada para un Sistema Holónico de Manufactura

I. Simón-Marmolejo, Omar López-Ortega, L. E. Ramos-Velasco, M. Ortiz-Domínguez

Resumen

Los sistemas holónicos de manufactura son integrados por holones capaces de comportarse de una manera autónoma, cooperativa, auto-organizada y reconfigurable para adoptar estructuras distintas en condiciones de operación normales y de emergencia. Dichos holones cuentan con: (1) una representación del conocimiento, (2) una unidad de control distribuido y descentralizado, y (3) un módulo de coordinación. El objeto de interés de la presente investigación es la concepción de una ontología unificada en el dominio de manufactura, que garantice los requisitos en el formalismo del modelo de conocimiento de un sistema holónico. A diferencia de los modelos ontológicos encontrados en la literatura, el esquema de representación del conocimiento propuesto integra roles y comportamientos, mismos que son validados mediante un caso de estudio de una celda de manufactura de un laboratorio universitario. Los resultados muestran que al hacer uso de un vocabulario común, es posible representar coherentemente el conocimiento para que toda clase de holones en una holarquía puedan intercambiar, compartir y recuperar información.


Palabras clave

Sistemas y células de fabricación flexible e inteligente; técnicas de control inteligente; agentes; arquitecturas de control distribuido y descentralizado; sistemas de bases de datos

Texto completo:

PDF

Referencias

Araúzoa, J. A., del Olmo-Martínez, R., Laviós, J. J., de Benito-Martín, J. J., 2015. Programación y control de sistemas de fabricación flexibles: un enfoque holónico. RIAI - Revista iberoamericana de automática e informática industrial 12 (1), 58–68, https://doi.org/10.1016/j.riai.2014.11.005

Barbosa, J., Leitao, P., Adam, E., Trentesaux, D., 2015. Dynamic selforganization in holonic multi-agent manufacturing systems: The ADACOR evolution. Computers in industry 66, 99–111. https://doi.org/10.1016/j.compind.2014.10.011

Bellifemine, F., Caire, G., Greenwood, D., 2004. Developing multi-agent systems with JADE. Wiley Series in Agent Technology, Series Editor: Wooldridge, M., Liverpool University, UK.

Blanc, P., Demongodin, I., Castagna, P., 2008. A holonic approach for manufacturing execution system design: An industrial application. Engineering applications of artificial intelligence 21 (3), 315–330, https://doi.org/10.1016/j.engappai.2008.01.007

Borgo, S., Leitao, P., 2007. Foundations for a core ontology of manufacturing. In: Sharma, R., Kishore, R., Ramesh, R. (Eds.), Ontologies, A Handbook of principles, concepts and aplications in information systems. Springer Science +Business Media, NY, USA, Ch. 27, pp. 751–775, https://doi.org/10.1007/978-0-387-37022-4

Botti, V., Giret, A., 2008. ANEMONA, A multi-agent methodology for holonic manufacturing systems. Springer: Departamento de sistemas informáticos y computación (DSIC), Valencia, Spain, https://doi.org/10.1007/978-1-84800-310-1

Bravo, C., Aguilar-Castro, J., Ríos, A., Aguilar-Martin, J., Rivas, F., 2011. Arquitectura basada en inteligencia artificial distribuida para la gerencia integrada de producción industrial. RIAI - Revista iberoamericana de automática e informática industrial 8 (4), 405–417. https://doi.org/10.1016/j.riai.2011.09.013

Brussel, H. V.,Wyns, J., Valckenaers, P., Bongaerts, L., Peeters, P., 1998. Reference architecture for holonic manufacturing systems: PROSA. Computers in industry 37 (3), 255–274,

https://doi.org/10.1016/S0166-3615(98)00102-X

Caire, G., Cabanillas, D., April 2010. JADE TUTORIAL, application-defined content languages and ontologies. Support provided by JADE, Italia S.p.A, 9th Edition. URL: http://jade.tilab.com/doc/tutorials/CLOntoSupport.pdf

Checa, D., Rojas, O., 2014. Ontología para los sistemas holónicos de manufactura basados en la unidad de producción. Revista colombiana de tecnologías de avanzada 1 (23), 134–141. URL: http://www.academia.edu/8676921/ONTOLOÍA_PARA_LOS_SISTEMAS_HOLÓNICOS_DE_MANUFACTURA_BASADOS_EN_LA_UNIDAD_DE_PRODUCCIÓN

Christensen, J. H., December 1994. Holonic manufacturing systems: Initial architecture and standards directions. In: At first European Conference on Holonic Manufacturing Systems. Hannover, Germany, pp. 1–20. URL: http://holobloc.com/papers/hannover.pdf

Corcho, O., Fernández-López, M., Gómez-Pérez, A., 2003. Methodologies, tools and languages for building ontologies. Where is their meeting point? Data & Knowledge Engineering 46 (1), 41–64. https://doi.org/10.1016/S0169-023X(02)00195-7

Correa da Silva, F. S., Vasconcelos, W. W., Robertson, D. S., Brilhante, V., de Melo, A. C. V., M., F., Agustí, J., 2002. On the insufficiency of ontologies: problems in knowledge sharing and alternative solution. Knowledge-Base Systems 15 (3), 147–167. https://doi.org/10.1016/S0950-7051(01)00152-6

de las Morenas, J., García, A., Martínez, F., P., G., 2015. Implementación del control en planta de un centro de distribución automatizado mediante agentes físicos y RFID. RIAI - Revista iberoamericana de automática e informática industrial 12 (1), 25–35. https://doi.org/10.1016/j.riai.2014.11.002

Fernández, M., Gómez-Pérez, A., Uristo, N., 1997. Methontology: From ontological art towards ontological engineering. AAAI Technical Report, 33–40. URL: http://oa.upm.es/5484/

Giraldo, G., Arboleda, A., Zapata, G., 2013. Enfoque ontológico para detectar conceptos holónicos en las organizaciones. Revista facultad de ingeniería Universidad de Antioquia 69, 53–66. URL: http://www.redalyc.org/articulo.oa?id=43029812004

Gómez-Pérez, A., Fernández, M., Vicente, A. d., August 1996. Towards a method to conceptualize domain ontologies. In: At 12th European Conference on Artificial Intelligence. Budapest, Rumania, pp. 41–51. URL: http://oa.upm.es/7228/

Indriago, C., Cardin, O., Rakoto, N., Castagna, P., Chac`on, E., 2016. H2CM: A holonic architecture for flexible hybrid control systems. Computers in industry 77, 15–28, https://doi.org/10.1016/j.compind.2015.12.005

ISO, 1997. ISO 10303 - Industrial Automation Systems and Integration – Product data representation and exchange - Part 1: Overview and fundamental principles. ISO - International Standards Organization, Geneva, Switzerland. URL: https://www.iso.org/standard/20579.html

ISO, 1998. ISO 15531 - Industrial Automation Systems and Integration – Industrial Manufacturing Management Data - Part 1: General overview. ISO - International Standards Organization, Geneva, Switzerland. URL: http://hsevi.ir/RI Standard/View/2880

ISO, 1999. ISO 13584 - Industrial Automation Systems and Integration – Parts Library - Part 1: Overview and Fundamental Principles. ISO – International Standards Organization, Geneva, Switzerland. URL: https://www.iso.org/standard/25103.html

Jules, G., Saadat, M., Saeidlou, S., 2015. Holonic ontology and interaction protocol for manufacturing network organization. IEEE Transactions on systems, man, and cybernetics: systems 45 (5), 819–830, https://doi.org/10.1109/TSMC.2014.2387099

Koestler, A., 1990. The ghost in the machine. Arkana. Koppensteiner, G., Grabler, R., Miller, D., Merdan, M., 2015. Virtual enterprises based on multiagent systems. In: Leitao, P., Karnouskos, S. (Eds.), Industrial agents: Emerging application of software agents in industry. Elsevier Inc., MA, USA, Ch. 7, pp. 121–136. https://doi.org/10.1016/B978-0-12-800341-1.00007-3

Leitao, P., Restivo, F., 2006. ADACOR: a holonic architecture for agile and adaptive manufacturing control. Computers in industry 57 (2), 121–130, https://doi.org/10.1016/j.compind.2005.05.005

Leitao, P., Restivo, F., 2008. Implementation of a holonic control system in a flexible manufacturing system. IEEE systems, man, and cybernetics society 38 (5), 699–709,

https://doi.org/10.1109/TSMCC.2008.923881

Lemaignan, S., Siadat, A., Dantan, J. Y., Semenenko, A., June 2006. MASON: A proposal for an ontology of manufacturing domain. In: At IEEEWorkshop on Distributed Intelligent Systems: Collective Intelligence and Its Applications. pp. 195–200, https://doi.org/10.1109/DIS.2006.48

López-Ortega, O., Ramírez-Hernández, M., 2007. A formal framework to integrate express data models in an extended enterprise context. Intelligent manufacturing 18, 371–381, https://doi.org/10.1007/s10845-007-0035-7

Luther, M., 2008. Ontologies. In: Berndt, H. (Ed.), Towards 4G Technologies. Services with Initiative. John Wiley & Sons, Ltd., Chippenham, England, Ch. 7, pp. 141–164, https://doi.org/10.1002/9780470010334

Noy, N. F., McGuinness, D., March 2001. Ontology development 101: A guide to creating your first ontology. [online] Knowledge Systems Laboratory, Stanford University, Stanford, CA, EE. UU. URL: http://www.ksl.stanford.edu/people/dlm/papers/ontology-tutorial-noy-mcguinness-abstract.html

Ounnar, F., Pujo, P., 2012. Pull control for job shop: holonic manufacturing system approach using multicriteria decision-making. Intelligent manufacturing 23 (1), 141–153, https://doi.org/10.1007/s10845-009-0288-4

Raileanu, S., Borangiu, T., Radulescu, S., 2014. Towards an ontology for distributed manufacturing control. In: Borangiu, T., Trentesaux, D., Thomas, A. (Eds.), Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics. Vol. 544 of Studies in Computational Intelligence. Springer International Publishing, Ch. Part II, pp. 97–109, https://doi.org/10.1007/978-3-319-04735-5

Shen, W., Norrie, D. H., Barthès, A., 2001. Multi-agent systems for concurrent intelligent design and manufacturing. Taylor & Francis Group, NY, USA, Ch. 11, pp. 215–227. https://doi.org/10.4324/9780203305607

Tarun, K. J., Bipradas, B., Soumen, P., Bijan, S., Jyotirmoy, S., 2013. Dynamic schedule execution in an agent based holonic manufacturing system. Manufacturing systems 32 (4), 801–816, https://doi.org/10.1016/j.jmsy.2013.07.004

Unland, R., 2015. Industrial agents. In: Leitao, P., Karnouskos, S. (Eds.), Industrial agents: Emerging application of software agents in industry. Elsevier Inc., Amsterdam, Netherlands, Ch. 2, pp. 23–44. https://doi.org/10.1016/B978-0-12-800341-1.00002-4

Uschold, M., Gruninger, M., 1996. Ontologies: principles, methods ans applications. Knowledge Engineering Review 11 (2), 93–136, https://doi.org/10.1017/S0269888900007797

Uschold, M., King, M., Moralee, S., Zorgios, Y., 1998. The enterprise ontology. The knowledge engineering review 13 (1), 31–89. https://doi.org/10.1017/S0269888998001088

Wang, F., Xu, D., Tan, M., Wan, Z., 2005. A holonic architecture for reconfigurable manufacturing systems. IEEE International conference on industrial technology, 905–909

https://doi.org/10.1109/ICIT.2005.1600764

Abstract Views

754
Metrics Loading ...

Metrics powered by PLOS ALM




Esta revista se publica bajo una Licencia Creative Commons Atribución-NoComercial-SinDerivar 4.0 Internacional

Universitat Politècnica de València

e-ISSN: 1697-7920     ISSN: 1697-7912