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Ontology in Holonic Cooperative Manufacturing: A Solution to Share and Exchange the Knowledge

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Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2017)

Abstract

Cooperative manufacturing is a new trend in industry, which depends on the existence of a collaborative robot. A collaborative robot is usually a light-weight robot which is capable of operating safely with a human co-worker in a shared work environment. During this cooperation, a vast amount of information is exchanged between the collaborative robot and the worker. This information constructs the cooperative manufacturing knowledge, which describes the production components and environment. In this research, we propose a holonic control solution, which uses the ontology concept to represent the cooperative manufacturing knowledge. The holonic control solution is implemented as an autonomous multi-agent system that exchanges the manufacturing knowledge based on an ontology model. Ultimately, the research illustrates and implements the proposed solution over a cooperative assembly scenario, which involves two workers and one collaborative robot, whom cooperate together to assemble a customized product.

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References

  1. Fraunhofer IAO: Lightweight robots in manual assembly - best to start simply. Technical report (2016)

    Google Scholar 

  2. Sadik, A., Urban, B.: Towards a complex interaction scenario in worker-cobot reconfigurable collaborative manufacturing via reactive agent ontology - case-study: two workers in cooperation with one cobot. In: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KEOD, pp. 27–38 (2017)

    Google Scholar 

  3. Sadik, A., Urban, B.: An ontology-based approach to enable knowledge representation and reasoning in worker-cobot agile manufacturing. Future Internet 9(4), 90 (2017)

    Article  Google Scholar 

  4. Jennings, N., Wooldridge, M.: Agent Technology, 1st edn, pp. 3–28. Springer, Heidelberg (1998). ISBN 3-540-63591-2

    Google Scholar 

  5. Shen, W., Hao, Q., Yoon, H., Norrie, D.: Applications of agent-based systems in intelligent manufacturing: an updated review. Adv. Eng. Inform. 20(4), 415–431 (2006)

    Article  Google Scholar 

  6. Jade Homepage. http://jade.tilab.com/. Accessed 21 May 2016

  7. FIPA Homepage. http://www.fipa.org/. Accessed 10 July 2016

  8. Rodrigues, N.: Development of an ontology for a multi-agent system controlling a production line. M.Sc. thesis, Instituto Politécnico de Bragança (2012)

    Google Scholar 

  9. Neches, R., et al.: Enabling technology for knowledge sharing. Al Mag. 12(3), 36–56 (1991)

    Google Scholar 

  10. Gruber, T.: Toward principles for the design of ontologies used for knowledge sharing. IN Int. J. Hum.-Comput. Stud. 43(5), 907–928 (1995)

    Article  Google Scholar 

  11. Wang, H., Gibbins, N., Payne, T., Redavid, D.: A formal model of the semantic web service ontology (WSMO). Inf. Syst. 37(1), 33–60 (2012)

    Article  Google Scholar 

  12. Fensel, D.: Ontology-based knowledge management. Computer 35(11), 56–59 (2002)

    Article  Google Scholar 

  13. Lai, L.: A knowledge engineering approach to knowledge management. Inf. Sci. 177(19), 4072–4094 (2007)

    Article  Google Scholar 

  14. Kumar, S.: Agent-Based Semantic Web Service Composition. Springer, Heidelberg (2012). ISBN 978-1-4614-4663-7

    Book  Google Scholar 

  15. Bordini, R.H., Hübner, J.F., Wooldridge, M.: Programming Multi-agent Systems in AgentSpeak Using Jason. Wiley, Hoboken (2007). ISBN 978-0-470-02900-8

    MATH  Google Scholar 

  16. Goldin, D., Wegner, P.: Principles of interactive computation. In: Goldin, D., Smolka, S.A., Wegner, P. (eds.) Interactive Computation: The New Paradigm, pp. 25–37. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  17. Teahan, W.: Artificial Intelligence – Agent Behaviour, 1st edn. BookBoon, London (2010). ISBN 978-87-7681-559-2

    Google Scholar 

  18. Bellifemine, F., Caire, G., Greenwood, D.: Developing Intelligent Agent Systems. Wiley, Hoboken (2007). ISBN 978-0-470-05747-6

    Google Scholar 

  19. Koestler, A.: The Ghost in the Machine. Hutchinson & Co., Ltd., London (1967). ISBN 0-14-019192-5

    Google Scholar 

  20. Botti, V., Boggino, A.G.: ANEMONA: A Multiagent Methodology for Holonic Manufacturing Systems. Springer Series in Advanced Manufacturing. Springer, Heidelberg (2010). https://doi.org/10.1007/978-1-84800-310-1. ISBN 13: 9781849967785

    Book  Google Scholar 

  21. Babiceanu, R.F., Frank, F.: Development and applications of Holonic manufacturing systems: a survey. J. Intell. Manuf. 17(1), 111–131 (2006)

    Article  Google Scholar 

  22. Van Brussel, H., Wyns, J., Valckenaers, P., Bongaerts, L., Peeters, P.: Reference architecture for Holonic manufacturing systems: PROSA. Comput. Ind. 37(3), 255–274 (1998)

    Article  Google Scholar 

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Correspondence to Ahmed R. Sadik .

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Sadik, A.R., Urban, B. (2019). Ontology in Holonic Cooperative Manufacturing: A Solution to Share and Exchange the Knowledge. In: Fred, A., et al. Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2017. Communications in Computer and Information Science, vol 976. Springer, Cham. https://doi.org/10.1007/978-3-030-15640-4_11

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  • DOI: https://doi.org/10.1007/978-3-030-15640-4_11

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-15639-8

  • Online ISBN: 978-3-030-15640-4

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