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Aggregation Patterns in Holonic Manufacturing Systems

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Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future (SOHOMA 2021)

Part of the book series: Studies in Computational Intelligence ((SCI,volume 1034))

Abstract

Holonic Manufacturing Systems (HMS) constitute an application of multi-agent systems for the control of manufacturing systems. In comparison with other multi-agent based architectures, holarchies exhibit aggregation features. As a matter of fact, all the holonic reference architectures possess aggregation-based relations, and these features are even usually described as mandatory. However, practitioners trying to implement holonic control architectures are all facing the same issue: this specificity implies many software engineering difficulties. Indeed, the models are generally not specified enough and ask the developers to make a lot of hypotheses, which are the origin of inconsistencies, misbehaviours or code maintenance issues. This article is based on the most common architecture: PROSA. The objective is to illustrate the lack of specification of the model, and introduce several ways to cope with them: better specifying the classes, better specifying the relations and finally introducing some coherent development methods.

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Notes

  1. 1.

    The Object Constraint Language (OCL) [6] is an declarative expression language that describes constraints on UML models. It is based on set theory and predicate logic over UML artifacts.

  2. 2.

    This problem was not mentioned in [20], that deals with recursive MAS.

  3. 3.

    https://aelos.ls2n.fr/ac-sohoma2021app/.

  4. 4.

    This idea is similar to the five parts of the communicating material of [20] (knowledge, composition, decomposition, observer and recursive interaction). Aggregation/Desegregation processes are defined in [4].

  5. 5.

    It is considered as a storage resource.

  6. 6.

    Recursive composition of resource is not systematic, despite a movable articulated arm can be a specific composition of an AGV with an articulated arm. We consider here that a Piercing holon that can be managed by pools of resources, which can be ordered by organisational units ② linked by transportation layouts ③.

References

  1. Baïna, S., Panetto, H., Morel, G.: Towards a product oriented process modelling for enterprise applications synchronisation and interoperability. In: Doumeingts, G., Müller, J.P., Morel, G., Vallespir, B. (eds.) Proceedings of I-ESA, pp. 461–472. Springer, Berlin (2006)

    Google Scholar 

  2. Barbier, F., Henderson-Sellers, B., Parc, A.L., Bruel, J.: Formalization of the whole-part relationship in the unified modeling language. IEEE Trans. Software Eng. 29(5), 459–470 (2003)

    Article  Google Scholar 

  3. Blanc, P., Demongodin, I., Castagna, P.: A holonic approach for manufacturing execution system design: an industrial application. Eng. Appl. Artif. Intell. 21(3), 315–330 (2008)

    Article  Google Scholar 

  4. Borangiu, T., Raileanu, S., Stocklosa, O., Tahon, C., Berger, T., Trentesaux, D.: Service oriented control framework for a holonic system characterized by a guided flow of entities. In: Borangiu, T., Thomas, A., Trentesaux, D. (eds.) Service Orientation in Holonic and Multi-Agent Manufacturing Control, SCI, vol. 402, pp. 21–34. Springer, Berlin (2012)

    Google Scholar 

  5. Bucchiarone, A.: Collective adaptation through multi-agents ensembles: the case of smart urban mobility. ACM Trans. Auton. Adapt. Syst. 14(2) (2019)

    Google Scholar 

  6. Cabot, J., Gogolla, M.: Object constraint language (OCL): a definitive guide. In: Bernardo, M., Cortellessa, V., Pierantonio, A. (eds.) Formal Methods for Model-Driven Engineering. Lecture Notes in Computer Science, vol. 7320, pp. 58–90. Springer, Berlin Heidelberg (2012)

    Chapter  Google Scholar 

  7. Cardin, O., Derigent, W., Trentesaux, D.: Evolution of holonic control architectures towards industry 4.0: a short overview. CoRR (2018). arXiv:1810.09109

  8. El Amin Tebib, M., André, P., Cardin, O.: A model driven approach for automated generation of service-oriented holonic manufacturing systems. In: Borangiu, T., Trentesaux, D., Thomas, A., Cavalieri, S. (eds.) SOHOMA, pp. 183–196. Springer IP, Berlin (2019)

    Google Scholar 

  9. Gamboa Quintanilla, F., Cardin, O., L’Anton, A., Castagna, P.: Virtual commissioning-based development and implementation of a service-oriented holonic control for retrofit manufacturing systems. In: Borangiu, T., Trentesaux, D., Thomas, A., McFarlane, D. (eds.) SOHOMA, no. 640 in Studies in Computational Intelligence, pp. 233–242. Springer IP, Berlin (2016)

    Google Scholar 

  10. Gamboa Quintanilla, F., Cardin, O., L’anton, A., Castagna, P.: A modeling framework for manufacturing services in service-oriented holonic manufacturing systems. Eng. Appl. Artif. Intell. 55, 26–36 (2016)

    Article  Google Scholar 

  11. Gamma, E., Helm, R., Johnson, R., Vlissides, J.: Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley Longman Publishing Co., Inc., USA (1995)

    MATH  Google Scholar 

  12. Gonçalves, E.J.T., Cortés, M.I., de Campos, G.A.L., Lopes, Y.S., Freire, E.S.S., da Silva, V.T., de Oliveira, K.S.F., de Oliveira, M.A.: MAS-ML 2.0: supporting the modelling of multi-agent systems with different agent architectures. J. Syst. Softw. 108, 77–109 (2015)

    Google Scholar 

  13. Henderson-Sellers, B., Barbier, F.: What is this thing called aggregation? In: TOOLS Europe 1999: 29th International Conference on Technology of Object-Oriented Languages and Systems, 7–10 June 1999, Nancy, France, pp. 236–250. IEEE Computer Society (1999)

    Google Scholar 

  14. Kinny, D., Georgeff, M.: Modelling and design of multi-agent systems. In: Müller, J.P., Wooldridge, M.J., Jennings, N.R. (eds.) Intelligent Agents III Agent Theories, Architectures, and Languages, pp. 1–20. Springer, Berlin (1997)

    Google Scholar 

  15. Liu, Y., Zhang, X., Zhang, L., Tao, F., Wang, L.: A multi-agent architecture for scheduling in platform-based smart manufacturing systems. Front. Inf. Technol. Electron. Eng. 20(11), 1465–1492 (2019)

    Article  Google Scholar 

  16. Opdahl, A.L., Henderson-Sellers, B., Barbier, F.: Erratum to “ontological analysis of whole-part relationships in OO-models”. Inf. Softw. Technol. 43(9), 577 (2001)

    Google Scholar 

  17. Royer, J.: Checking class schema usefulness. J. Object Technol. 3(1), 157–176 (2004)

    Article  Google Scholar 

  18. Valckenaers, P.: ARTI reference architecture-PROSA revisited. In: Borangiu, T., Trentesaux, D., Thomas, A., Cavalieri, S. (eds.) Service Orientation in Holonic and Multi-Agent Manufacturing, Studies in Computational Intelligence, pp. 1–19. Springer International Publishing, Berlin (2019)

    Google Scholar 

  19. 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 

  20. Wan, H., David, M., Derigent, W.: Modelling digital twins as a recursive multi-agent architecture: application to energy management of communicating materials. In: 17th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, pp. 879–884. Budapest (Virtual), Hungary (2021)

    Google Scholar 

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André, P., Cardin, O. (2022). Aggregation Patterns in Holonic Manufacturing Systems. In: Borangiu, T., Trentesaux, D., Leitão, P., Cardin, O., Joblot, L. (eds) Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. SOHOMA 2021. Studies in Computational Intelligence, vol 1034. Springer, Cham. https://doi.org/10.1007/978-3-030-99108-1_1

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