Agent and cyber-physical system based self-organizing and self-adaptive intelligent shopfloor

IEEE Transactions on Industrial Informatics

Volumn 13, Issue 2, 2017, Pages 737-747

  Zhang, Yingfeng ^a   Qian, Cheng ^a   Lv, Jingxiang ^a   Liu, Ying ^b  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

Cyber physical system (CPS); intelligent shopfloor; self adaptation; self organization; smart machine agent (SMA)

Indexed keywords

CYBER PHYSICAL SYSTEM; MANUFACTURE; MULTI AGENT SYSTEMS;

CYBER-PHYSICAL SYSTEMS (CPS); SELF ADAPTATION; SELF ORGANIZATIONS; SHOP FLOOR; SMART MACHINES;

EMBEDDED SYSTEMS;

EID: 85014892131     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2016.2618892     Document Type: Article

References (45)

1. E. A. Lee, "Computing foundations and practice for cyber-physical systems: A preliminary report, " Dept. Electr. Eng. Comput. Sci., Univ. Calif., Berkeley, CA, USA, Tech. Rep. UCB/EECS-2007-72, May 2007.
2. C. Perera, C. H. Liu, and S. Jayawardena, "The emerging internet of things marketplace from an industrial perspective: A survey, " IEEE Trans. Emerging Topics Comput., vol. 3, no. 4, pp. 585-598, Dec. 2015.
3. M. Hamdaqa and L. Tahvildari, "Cloud computing uncovered: A research landscape, " Adv. Comput., vol. 86, pp. 41-85, 2012.
4. F. Tao, L. Zhang, V. C. Venkatesh, Y. Luo, and Y. Cheng, "Cloud manufacturing: A computing and service-oriented manufacturing model, " J. Eng. Manuf., vol. 225, no. B10, pp. 1969-1976, Oct. 2011.
5. F. Tao, Y. Zuo, L. Xu, and L. Zhang, "IoT-based intelligent perception and access of manufacturing resources toward cloud manufacturing, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 1547-1557, May 2014.
6. Y. Zhang, D. Xi, R. Li, and S. Sun, "Task-driven manufacturing cloud service proactive discovery and optimal configuration method, " Int. J. Adv. Manuf. Technol., vol. 84, no. 1, pp. 29-45, 2016.
7. Y. Zhang, S. Ren, Y. Liu, and S. Si, "A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products, " J. Cleaner Prod., to be published. doi: 10.1016/j.jclepro.2016.07.123.
8. F. P. Maturana, P. Tichy, P. Slechta, F. Discenzo, R. J. Staron, and K. Hall, "Distributed multi-agent architecture for automation systems, " Expert Syst. Appl., vol. 26, no. 1, pp. 49-56, 2004.
9. M. Wooldridge, An Introduction to Multi-Agent Systems. Hoboken, NJ, USA: Wiley, 2002.
10. P. Leitao, V. Marik, and P. Vrba, "Past, present, and future of industrial agent applications, " IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 2360-2372, Nov. 2013.
11. P. Valckenaers, J. Sauter, C. Sierra, and J. A. Rodriguez-Aguilar, "Applications and environments for multi-agent systems, " Auton. Agent Multi-Agent Syst., vol. 14, pp. 61-85, 2007
12. P. Leitao, N. Rodrigues, C. Turrin, and A. Pagani, "Multiagent system integrating process and quality control in a factory producing laundry washing machines, " IEEE Trans. Ind. Informat., vol. 11, no. 4, pp. 879-886, Aug. 2015.
13. Y. Zhang, G. Q. Huang, T. Qu, O. Ho, and S. Sun, "Agent-based smart objects management system for ubiquitous manufacturing, " Robot. Comput. Integr. Manuf., vol. 27, no. 3, pp. 538-549, 2011.
14. P. Vrba et al., "Rockwell automations holonic and multiagent control systems compendium, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 41, no. 1, pp. 14-30, Jan. 2011.
15. P. Valckenaers, H. Hadeli, B. S. Germain, P. Verstraete, J. V. Belle, and H. V. Brussel, "From intelligent agents to intelligent beings, " in Holonic and Multi-Agent Systems for Manufacturing. Berlin, Germany: Springer, 2007, pp. 17-26.
16. P. Vrba et al., "A review of agent and service-oriented concepts applied to intelligent energy systems, " IEEE Trans. Ind. Informat., vol. 10, no. 3, pp. 1890-1902, Aug. 2014.
17. A.W. Colombo, F. Jammes, H. Smit, R. Harrison, J. L. M. Lastra, and I. M. Delamer, "Service-oriented architectures for collaborative automation, " in Proc. 31st Annu. Conf. IEEE Ind. Electron. Soc., 2005, pp. 2649-2654.
18. Y. Zhang, G. Zhang, Y. Liu, and D. Hu, "Research on services encapsulation and virtualization access model of machine for cloud manufacturing, " J. Intell. Manuf., to be published. doi: 10.1007/s10845-015-1064-2.
19. J. L. M. Lastra and I. M. Delamer, "Semantic web services in factory automation: Fundamental insights and research roadmap, " IEEE Trans. Ind. Informat., vol. 2, no. 1, pp. 1-11, Feb. 2006.
20. F. Tao, Y. LaiLi, L. Xu, and L. Zhang, "FC-PACO-RM: A parallel method for service composition optimal-selection in cloud manufacturing system, " IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 2023-2033, Nov. 2013.
21. R. Want, B. N. Schilit, and S. Jenson, "Enabling the internet of things, " Computer, vol. 48, no. 1, pp. 28-35, Jan. 2015.
22. G. Q. Huang, Y. Zhang, and P. Jiang, "RFID-basedwirelessmanufacturing for walking-worker assembly islands with fixed-position layouts, " Robot. Comput. Integr. Manuf., vol. 23, no. 4, pp. 469-477, 2007.
23. S. Makris, G. Michalos, and G. Chryssolouris, "RFID driven robotic assembly for random mix manufacturing, " Robot. Comput. Integr. Manuf., vol. 28, no. 3, pp. 359-365, Jun. 2012.
24. V. B. Ali, V. B. Reza, and H. Majid, "Structural modeling of a RFIDenabled reconfigurable architecture for a flexible manufacturing system, " in Proc. Eur. Conf. Smart Objects, Syst. Technol., Nuremberg, 2013, pp. 1-10.
25. V. Vyatkin, "IEC 61499 as enabler of distributed and intelligent automation: State-of-the-art review, " IEEE Trans. Ind. Informat., vol. 7, no. 4, pp. 768-781, Nov. 2011.
26. M. Sallinen, E. Strommer, and A. Ylisaukko-oja, "Application scenario for NFC: Mobile tool for industrial worker, " in Proc. 2nd Int. Conf. Sens. Technol. Appl., Cap Esterel, 2008, pp. 586-591.
27. "Cyber-Physical Systems (CPS), " Nat. Sci. Found., Arlington, VA, USA, Tech. Rep. NSF 08-611, 2008.
28. J. Lee, E. Lapira, B. Bagheri, and H. Kao, "Recent advances and trends in predictive manufacturing systems in big data environment, " Manuf. Lett., vol. 1, no. 1, pp. 38-41, Oct. 2013.
29. P. Leitao, J. Barbosa, M. E. C. Papadopoulou, and I. S. Venieris, "Standardization in cyber-physical systems: The ARUM case, " in Proc. IEEE Int. Conf. Ind. Technol., Seville, 2015, pp. 2988-2993.
30. A. W. Colombo et al., Industrial Cloud-Based Cyber-Physical Systems. Allschwil, Switzerland: Springer, 2014.
31. L. Monostori, "Cyber-physical production systems: Roots, expectations and R&D challenges, " Procedia CIRP, vol. 17, pp. 9-13, 2014.
32. J. Lee, B. Bagheri, and H. Kao, "A cyber-physical systems architecture for Industry 4.0-based manufacturing systems, " Manuf. Lett., vol. 3, pp. 18-23, 2015.
33. B. Bagheri, S. Yang, H. Kao, and J. Lee, "Cyber-physical systems architecture for self-aware machines in industry 4.0 environment, " IFACPaperOnLine, vol. 48, no. 3, pp. 1622-1627, 2015.
34. P. Leitao, A. W. Colombo, and S. Karnouskos, "Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges, " Comput. Ind., vol. 81, no. C, pp. 11-25, Sep. 2016.
35. P. Leitao and F. Restivo, "ADACOR: A holonic architecture for agile and adaptive manufacturing control, " Comput. Ind., vol. 57, no. 2, pp. 121-130, 2006.
36. P. Valckenaers and T. Holvoet, "Fundamentals of holonic systems and their implications for self-adaptive and self-organizing systems, " in Proc. 2nd IEEE Int. Conf. Self-Adaptive Self-Organizing Syst. Workshops, Venice, 2008, pp. 168-173.
37. J. Barbosa, P. Leitao, E. Adam, and D. Trentesaux, "Dynamic selforganization in holonic multi-agent manufacturing systems: The ADACOR evolution, " Comput. Ind., vol. 66, pp. 99-111, 2015.
38. J. V. Belle, P. Valckenaers, B. S. Germain, R. Bahtiar, and D. Cattrysse, "Bio-inspired coordination and control in self-organizing logistic execution systems, " in Proc. 9th IEEE Int. Conf. Ind. Informat., Lisbon, 2011, pp. 713-718.
39. L. Monostori, P. Valckenaers, A. Dolgui, H. Panetto, M. Brdys, and B. C. Csaji, "Cooperative control in production and logistics, " Annu. Rev. Control, vol. 39, pp. 12-29, 2015.
40. S. Bussmann and K. Schild, "Self-organizing manufacturing control: An industrial application of agent technology, " in Proc. 4th Int. Conf. Multi-Agent Syst., Boston, MA, 2000, pp. 87-94.
41. P. Leitao and J. Barbosa, "Adaptive scheduling based on self-organized holonic swarm of schedulers, " in Proc. IEEE23rd Int. Symp. Ind. Electron., Istanbul, 2014, pp. 1706-1711.
42. P. Vrba and V. Marik, "Capabilities of dynamic reconfiguration of multiagent-based industrial control systems, " IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 40, no. 2, pp. 213-223, Mar. 2010.
43. Auto-ID Labs, "About, " 2015. Online. Available: http://autoidlabs.org
44. D. P. Bernardon, M. Sperandio, V. J. Garcia, L. N. Canha, A. R. Abaide, and E. F. B. Daza, "AHP decision-making algorithm to allocate remotely controlled switches in distribution networks, " IEEE Trans. Power Del., vol. 26, no. 3, pp. 1844-1892, Jul. 2011.
45. Y. Zhang, W. Wang, N. Wu, and C. Qian, "IoT-enabled real-time production performance analysis and exception diagnosis model, " IEEE Trans. Autom. Sci. Eng., vol. 13, no. 3, pp. 1318-1322, Jul. 2016.