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A Service-Oriented Approach for Holonic Manufacturing Control and Beyond

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Service Orientation in Holonic and Multi-Agent Manufacturing Control

Part of the book series: Studies in Computational Intelligence ((SCI,volume 402))

Abstract

The Holonic Manufacturing Execution System (HMES), developed at K.U.Leuven, utilizes a service-oriented approach to control manufacturing operations in real time. This chapter first explains how manufacturing control emerges from interaction between intelligent products and intelligent resources. Services play a key role in this interaction and form a decoupling point between the generic control system and application-specific elements. To illustrate that this service-oriented approach allows applying the same concepts and principles to various domains, several applications in manufacturing, open-air engineering, robotics and logistics are described. Finally, the chapter describes how supporting services, such as maintenance, can be seamlessly integrated with the core activities of the system.

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References

  1. Alami, R., Chatila, R., Fleury, S., Ghallab, M., Ingrand, F.: An architecture for autonomy. The International Journal of Robotics Research 17(4), 315–337 (1998)

    Article  Google Scholar 

  2. Ali, O.: Operational planning for outdoor engineering processes. Ph.D. thesis, Katholieke Universiteit Leuven (2010)

    Google Scholar 

  3. Babiceanu, R.F., Chen, F.F.: Development and applications of holonic manufacturing systems: a survey. Journal of Intelligent Manufacturing 17(1), 111–131 (2006)

    Article  Google Scholar 

  4. Bartholdi III, J.J., Gue, K.R.: Reducing labour costs in an LTL crossdocking terminal. Operations Research 48(6), 823–832 (2000)

    Article  Google Scholar 

  5. Boysen, N.: Truck scheduling at zero-inventory cross docking terminals. Computers & Operations Research 37(1), 32–41 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  6. Bussmann, S., McFarlane, D.C.: Rationales for holonic manufacturing control. In: Van Brussel, H., Valckenaers, P. (eds.) Proceedings of the 2nd International Workshop on Intelligent Manufacturing Systems, pp. 177–184 (1999)

    Google Scholar 

  7. Demeulemeester, E., Herroelen, W.: A branch-and-bound procedure for the multiple resource-constrained project scheduling problem. Management Science 38(12), 1803–1818 (1992)

    Article  MATH  Google Scholar 

  8. Euwe, M.J., Wortmann, H.: Planning systems in the next century (I). Computers in Industry 34(2), 233–237 (1997)

    Article  Google Scholar 

  9. Fishwick, P.A., Zeigler, B.P.: A multimodel methodology for qualitative model engineering. ACM Transactions on Modeling and Computer Simulation 2(1), 52–81 (1992)

    Article  MATH  Google Scholar 

  10. Holvoet, T., Valckenaers, P.: Beliefs, desires and intentions through the environment. In: Stone, P., Weiss, G. (eds.) Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), pp. 1052–1054 (2006)

    Google Scholar 

  11. Holvoet, T., Weyns, D., Valckenaers, P.: Patterns of delegate MAS. In: Proceedings of the 3rd IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2009), pp. 1–9 (2009)

    Google Scholar 

  12. McFarlane, D., Sarma, S., Chirn, J.L., Wong, C.Y., Ashton, K.: Auto ID systems and intelligent manufacturing control. Engineering Applications of Artificial Intelligence 16(4), 365–376 (2003)

    Article  Google Scholar 

  13. McFarlane, D.C., Bussmann, S.: Developments in holonic production planning and control. International Journal of Production Planning and Control 11(6), 522–536 (2000)

    Article  Google Scholar 

  14. McWilliams, D.L.: Genetic-based scheduling to solve the parcel hub scheduling problem. Computers & Industrial Engineering 56(4), 1607–1616 (2009)

    Article  Google Scholar 

  15. Monostori, L., Kádár, B.: Agent based architectures for mastering changes and disturbances in manufacturing. In: Pasqual del Pobil, A., Mira, J., Ali, M. (eds.) Proceedings on Tasks and Methods in Applied Artificial Intelligence, 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA-98-AIE), pp. 755–764 (1998)

    Google Scholar 

  16. Nesnas, I.A.D., Simmons, R., Gaines, D., Kunz, C., Diaz-Calderon, A., Estlin, T., Madison, R., Guineau, J., McHenry, M., Shu, I.H., Apfelbaum, D.: CLARAty: Challenges and steps toward reusable robotic software. International Journal of Advanced Robotic Systems 3(1), 23–30 (2006)

    Google Scholar 

  17. Peeters, P., Van Brussel, H., Valckenaers, P., Wyns, J., Bongaerts, L., Kollingbaum, M., Heikkilä, T.: Pheromone based emergent shop floor control system for flexible flow shops. Artificial Intelligence in Engineering 15(4), 343–352 (2001)

    Article  Google Scholar 

  18. Philips, J., Valckenaers, P., Aertbeliën, E., Van Belle, J., Germain, B.S., Bruyninckx, H., Van Brussel, H.: PROSA and Delegate MAS in Robotics. In: Mařík, V., Vrba, P., Leitão, P. (eds.) HoloMAS 2011. LNCS, vol. 6867, pp. 195–204. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  19. Ruiz-Torres, A.J., Centeno, G.: Scheduling with flexible resources in parallel work centres to minimize maximum completion time. Computers & Operations Research 34(1), 48–69 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  20. Saint Germain, B., Valckenaers, P., Van Brussel, H., Hadeli, Bochmann, O., Zamfirescu, C., Verstraete, P.: Multi-agent manufacturing control: an industrial case study. In: Monostori, L., Kádár, B., Morel, G. (eds.) A Proceedings volume from the 7th IFAC Workshop on Intelligent Manufacturing Systems 2003, pp. 207–212 (2003)

    Google Scholar 

  21. Saint Germain, B., Valckenaers, P., Van Brussel, H., Van Belle, J.: Networked manufacturing control: an industrial case. CIRP Journal of Manufacturing Science and Technology (to appear)

    Google Scholar 

  22. Saint Germain, B., Valckenaers, P., Verstraete, P., Hadeli, Van Brussel, H.: A multi-agent supply network control framework. Control Engineering Practice 15(11), 1394–1402 (2007)

    Article  Google Scholar 

  23. Stoop, P.P.M., Wiers, V.C.S.: The complexity of scheduling in practice. International Journal of Operations & Production Management 16(10), 37–53 (1996)

    Article  Google Scholar 

  24. Tsui, L.Y., Chang, C.H.: A microcomputer based decision support tool for assigning dock doors in freight yards. Computers & Industrial Engineering 19(1-4), 309–312 (1990)

    Article  Google Scholar 

  25. Valckenaers, P., Saint Germain, B., Verstraete, P., Van Belle, J., Hadeli, Van Brussel, H.: Intelligent products: Agere versus essere. Computers in Industry 60(3), 217–228 (2009)

    Article  Google Scholar 

  26. Valckenaers, P., Van Belle, J., Ali, O.: PROSA and delegate MAS for open-air engineering processes. In: Proceedings of the 16th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2011 (to appear, 2011)

    Google Scholar 

  27. Valckenaers, P., Van Brussel, H.: Deadlock avoidance in flexible flow shops with loops. Journal of Intelligent Manufacturing 14(1), 137–144 (2003)

    Article  Google Scholar 

  28. Valckenaers, P., Van Brussel, H.: Holonic manufacturing execution systems. CIRP Annals - Manufacturing Technology 54(1), 427–432 (2005)

    Article  Google Scholar 

  29. Valckenaers, P., Van Brussel, H.: Intelligent products: Intelligent beings or agents? In: Azevedo, A. (ed.) Innovation in Manufacturing Networks, 8th IFlP International Conference on Information Technology for Balanced Automation Systems (BASYS 2008), pp. 295–302 (2008)

    Google Scholar 

  30. Valckenaers, P., Van Brussel, H., Kollingbaum, M., Bochmann, O.: Multi-agent Coordination and Control Using Stigmergy Applied to Manufacturing Control. In: Luck, M., Mařík, V., Štěpánková, O., Trappl, R. (eds.) ACAI 2001 and EASSS 2001. LNCS (LNAI), vol. 2086, pp. 317–334. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  31. Van Belle, J., Saint Germain, B., Bahtiar, R., Valckenaers, P., Van Brussel, H., Cattrysse, D.: Towards holonic control for cross-docks. In: Witlox, F.J.A., Weijers, S. (eds.) Bijdragen Vervoerslogistieke Werkdagen 2010, vol. 2, pp. 319–332 (2010)

    Google Scholar 

  32. Van Belle, J., Saint Germain, B., Valckenaers, P., Van Brussel, H., Bahtiar, R., Cattrysse, D.: Intelligent products in the supply chain are merging logistic and manufacturing operations. In: Bittanti, S., Cenedese, A., Zampieri, S. (eds.) Preprints of the 18th IFAC World Congress, pp. 1596–1601 (2011)

    Google Scholar 

  33. Van Belle, J., Saint Germain, B., Verstraete, P., Valckenaers, P., Ali, O., Van Brussel, H., Cattrysse, D.: A Holonic Chain Conveyor Control System: An Application. In: Mařík, V., Strasser, T., Zoitl, A. (eds.) HoloMAS 2009. LNCS, vol. 5696, pp. 234–243. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  34. Van Belle, J., Valckenaers, P., Saint Germain, B., Bahtiar, R., Cattrysse, D.: Bio-inspired coordination and control in self-organizing logistic execution systems. In: Proceedings of the 9th IEEE International Conference on Industrial Informatics (INDIN 2011), pp. 713–718 (2011)

    Google Scholar 

  35. Van Brussel, H., Valckenaers, P., Wyns, J., Peeters, P., Bongaerts, L.: Holonic manufacturing systems: architectural and manufacturing control issues. In: Proceedings of 2nd CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (ICME 2000), pp. 19–29 (2000)

    Google Scholar 

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

    Article  Google Scholar 

  37. Verstraete, P.: Integrating existing scheduling techniques into the Holonic Manufacturing Execution System. Ph.D. thesis, Katholieke Universiteit Leuven (2009)

    Google Scholar 

  38. Verstraete, P., Saint Germain, B., Hadeli, K., Valckenaers, P., Van Brussel, H.: On applying the PROSA reference architecture in multi-agent manufacturing control applications. In: Weyns, D., Holvoet, T. (eds.) Multiagent Systems and Software Architecture, Proceedings of the Special Track at Net. ObjectDays (NODe 2006), pp. 31–47 (2006)

    Google Scholar 

  39. Verstraete, P., Saint Germain, B., Valckenaers, P., Van Brussel, H., Van Belle, J., Hadeli: Engineering manufacturing control systems using PROSA and delegate MAS. International Journal of Agent-Oriented Software Engineering 2(1), 62–89 (2008)

    Article  Google Scholar 

  40. Vis, I.F., Roodbergen, K.J.: Positioning of goods in a cross-docking environment. Computers & Industrial Engineering 54(3), 677–689 (2008)

    Article  Google Scholar 

  41. Wen, M., Larsen, J., Clausen, J., Cordeau, J.F., Laporte, G.: Vehicle routing with crossdocking. Journal of the Operational Research Society 60(12), 1708–1718 (2009)

    Article  MATH  Google Scholar 

  42. Woodworth, B.M., Willie, C.J.: A heuristic algorithm for resource levelling in multi-project, multi-resource scheduling. Decision Sciences 6(3), 525–540 (1975)

    Article  Google Scholar 

  43. Yu, W., Egbelu, P.J.: Scheduling of inbound and outbound trucks in cross docking systems with temporary storage. European Journal of Operational Research 184(1), 377–396 (2008)

    Article  MATH  Google Scholar 

  44. Zamfirescu, C., Valckenaers, P., Van Brussel, H.H., Germain, B.S.: A Case Study for Modular Plant Control. In: Mařík, V., McFarlane, D.C., Valckenaers, P. (eds.) HoloMAS 2003. LNCS (LNAI), vol. 2744, pp. 268–279. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Mechanical Engineering, Katholieke Universiteit Leuven, Leuven, Belgium

    Jan Van Belle, Johan Philips, Osman Ali, Bart Saint Germain, Hendrik Van Brussel & Paul Valckenaers

Authors
  1. Jan Van Belle
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  2. Johan Philips
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  3. Osman Ali
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  4. Bart Saint Germain
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  5. Hendrik Van Brussel
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  6. Paul Valckenaers
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Corresponding author

Correspondence to Jan Van Belle .

Editor information

Editors and Affiliations

  1. Faculty of Automatic Control & Computers, University Politehnica of Bucharest, Spl. Independentei, sector 6 313, Bucharest, 060042, Romania

    Theodor Borangiu

  2. , Centre de Recherche en Automatique de, ENSTIB, rue Philippe Seguin, B.P. 1041 27, Epinal, 88051, France

    André Thomas

  3. , PSI / TEMPO Lab, Université de Valenciennes, Le Mont Houy, Valenciennes, 59313, France

    Damien Trentesaux

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Van Belle, J., Philips, J., Ali, O., Germain, B.S., Van Brussel, H., Valckenaers, P. (2012). A Service-Oriented Approach for Holonic Manufacturing Control and Beyond. In: Borangiu, T., Thomas, A., Trentesaux, D. (eds) Service Orientation in Holonic and Multi-Agent Manufacturing Control. Studies in Computational Intelligence, vol 402. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27449-7_1

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  • DOI: https://doi.org/10.1007/978-3-642-27449-7_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-27448-0

  • Online ISBN: 978-3-642-27449-7

  • eBook Packages: EngineeringEngineering (R0)

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