From artificial cognitive systems and open architectures to cognitive manufacturing systems

Proceeding - 2015 IEEE International Conference on Industrial Informatics, INDIN 2015

Volumn , Issue , 2015, Pages 1225-1232

  Iarovyi, Sergii ^a   Lastra, Jose L Martinez ^a   Haber, Rodolfo ^b   Del Toro, Raul ^b  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b CENTRE FOR AUTOMATION AND ROBOTICS   (Spain)

Author keywords

Cognitive Control; Cognitive Manufacturing; CPS; Knowledge Representation; Open Architecture; SOA; System Integration

Indexed keywords

COMPUTER ARCHITECTURE; DATA HANDLING; DATA VISUALIZATION; EMBEDDED SYSTEMS; INFORMATION SCIENCE; INTERNET; KNOWLEDGE REPRESENTATION; MANUFACTURE; MANUFACTURING DATA PROCESSING;

COGNITIVE CONTROL; CPS; OPEN ARCHITECTURE; SOA; SYSTEM INTEGRATION;

COGNITIVE SYSTEMS;

EID: 84949491329     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INDIN.2015.7281910     Document Type: Conference Paper

References (48)

1. D. Kalibatiene and O. Vasilecas, 'Survey on Ontology Languages', in Perspectives in Business Informatics Research, J. Grabis and M. Kirikova, Eds. Springer Berlin Heidelberg, 2011, pp. 124-141.
2. A. Sánchez Boza, R. H. Guerra, and A. Gajate, 'Artificial cognitive control system based on the shared circuits model of sociocognitive capacities. A first approach', Eng. Appl. Artif. Intell., vol. 24, no. 2, pp. 209-219, Mar. 2011.
3. V. Vyatkin, 'Software Engineering in Industrial Automation: State-ofthe-Art Review', IEEE Trans. Ind. Inform., vol. 9, no. 3, pp. 1234-1249, Aug. 2013.
4. D. Wünsch, A. Lüder, and M. Heinze, 'Flexibility and Reconfigurability in Manufacturing by Means of Distributed Automation Systems-an Overview', in Distributed Manufacturing, H. Kühnle, Ed. Springer London, 2010, pp. 51-70.
5. 'ISA-95 | ISA-95 is the international standard for the integration of enterprise and control systems Technology ISA-95'. [Online]. Available: http://www. isa-95. com/subpages/technology/isa-95. php. [Accessed: 05-Mar-2014].
6. I. M. Delamer and J. L. M. Lastra, 'Loosely-coupled Automation Systems using Device-level SOA', in 2007 5th IEEE International Conference on Industrial Informatics, 2007, vol. 2, pp. 743-748.
7. H. Bohn, A. Bobek, and F. Golatowski, 'SIRENA-Service Infrastructure for Real-time Embedded Networked Devices: A service oriented framework for different domains', in International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies, 2006. ICN/ICONS/MCL 2006, 2006, pp. 43-43.
8. A. Cannata, M. Gerosa, and M. Taisch, 'SOCRADES: A framework for developing intelligent systems in manufacturing', in IEEE International Conference on Industrial Engineering and Engineering Management, 2008. IEEM 2008, 2008, pp. 1904-1908.
9. K.-J. Lin and M. Panahi, 'A real-time service-oriented framework to support sustainable cyber-physical systems', in 2010 8th IEEE International Conference on Industrial Informatics (INDIN), 2010, pp. 15-21.
10. C. Yu, S. Jing, and X. Li, 'An Architecture of Cyber Physical System Based on Service', in 2012 International Conference on Computer Science Service System (CSSS), 2012, pp. 1409-1412.
11. 'OPC Unified Architecture (OPC UA) Part 4-Services RC1. 00', 01-Jan-2005. [Online]. Available: https://www. matrikonopc. com/downloads/57/specifications/index. asp x. [Accessed: 15-May-2015].
12. G. Candido, F. Jammes, J. B. de Oliveira, and A. W. Colombo, 'SOA at device level in the industrial domain: Assessment of OPC UA and DPWS specifications', in 2010 8th IEEE International Conference on Industrial Informatics (INDIN), 2010, pp. 598-603.
13. F. Blomstedt, L. L. Ferreira, M. Klisics, C. Chrysoulas, I. Martinez de Soria, B. Morin, A. Zabasta, J. Eliasson, M. Johansson, and P. Varga, 'The arrowhead approach for SOA application development and documentation', in IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society, 2014, pp. 2631-2637.
14. J. L. M. Lastra and I. M. Delamer, 'Semantic web services in factory automation: fundamental insights and research roadmap', IEEE Trans. Ind. Inform., vol. 2, no. 1, pp. 1-11, Feb. 2006.
15. A. L. de Oliveira Cavalcanti, A. J. de Souza, D. Silva, G. Rocha, and F. S. de L. Filho, 'Integrating mobile devices and industrial automation through web services', in 7th IEEE International Conference on Industrial Informatics, 2009. INDIN 2009, 2009, pp. 173-176.
16. A. W. Colombo, F. Jammes, H. Smit, R. Harrison, J. L. M. Lastra, and I. M. Delamer, 'Service-oriented architectures for collaborative automation', in 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005, 2005, p. 6 pp.-.
17. A. Colombo, T. Bangemann, S. Karnouskos, J. Delsing, P. Stluka, R. Harrison, F. Jammes, and J. L. Lastra, Industrial Cloud-Based Cyber-Physical Systems: The IMC-AESOP Approach. Springer Publishing Company, Incorporated, 2014.
18. A. W. Colombo, S. Karnouskos, and T. Bangemann, 'IMC-AESOP outcomes: Paving the way to collaborative manufacturing systems', in 2014 12th IEEE International Conference on Industrial Informatics (INDIN), 2014, pp. 255-260.
19. V. Vasyutynskyy, C. Hengstler, J. McCarthy, K. G. Brennan, D. Nadoveza, and A. Dennert, 'Layered architecture for production and logistics cockpits', in 2012 IEEE 17th Conference on Emerging Technologies Factory Automation (ETFA), 2012, pp. 1-9.
20. A. Dennert, A. Gossling, J. Krause, M. Wollschlaeger, and A. M. Henao Montoya, 'Vertical data integration in automation based on IEC 61499', in 2012 9th IEEE International Workshop on Factory Communication Systems (WFCS), 2012, pp. 99-102.
21. Open Knowledge-Driven Manufacturing Execution Systems. in print.
22. O. J. R. López, 'Self-organized and Evolvable Cognitive Architecture for Intelligent Agents and Multi-Agent Systems', in Applications of Evolutionary Computation, C. D. Chio, S. Cagnoni, C. Cotta, M. Ebner, A. Ekárt, A. I. Esparcia-Alcazar, C.-K. Goh, J. J. Merelo, F. Neri, M. Preuß, J. Togelius, and G. N. Yannakakis, Eds. Springer Berlin Heidelberg, 2010, pp. 392-401.
23. A. Bannat, T. Bautze, M. Beetz, J. Blume, K. Diepold, C. Ertelt, F. Geiger, T. Gmeiner, T. Gyger, A. Knoll, C. Lau, C. Lenz, M. Ostgathe, G. Reinhart, W. Roesel, T. Ruehr, A. Schuboe, K. Shea, I. Stork genannt Wersborg, S. Stork, W. Tekouo, F. Wallhoff, M. Wiesbeck, and M. F. Zaeh, 'Artificial Cognition in Production Systems', IEEE Trans. Autom. Sci. Eng., vol. 8, no. 1, pp. 148-174, Jan. 2011.
24. M. Khamassi, S. Lallée, P. Enel, E. Procyk, and P. F. Dominey, 'Robot cognitive control with a neurophysiologically inspired reinforcement learning model', Front. Neurorobotics, vol. 5, p. 1, 2011.
25. D. Bruckner, H. Zeilinger, and D. Dietrich, 'Cognitive Automation #x2014; Survey of Novel Artificial General Intelligence Methods for the Automation of Human Technical Environments', IEEE Trans. Ind. Inform., vol. 8, no. 2, pp. 206-215, May 2012.
26. M. Fatemi and S. Haykin, 'Cognitive Control: Theory and Application', IEEE Access, vol. 2, pp. 698-710, 2014.
27. M. Minsky, The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind, Reprint edition. New York: Simon & Schuster, 2007.
28. J. Albus, 'Toward a computational theory of mind', J. Mind Theory, vol. 1, no. 1, pp. 1-38, 2008.
29. 'Unified Theories of Cognition-Allen Newell | Harvard University Press'. [Online]. Available: http://www. hup. harvard. edu/catalog. php?isbn=9780674921016. [Accessed: 14-Feb-2015].
30. J. R. Anderson, D. Bothell, M. D. Byrne, S. Douglass, C. Lebiere, and Y. Qin, 'An integrated theory of the mind', Psychol. Rev., vol. 111, no. 4, pp. 1036-1060, Oct. 2004.
31. P. Langley, J. E. Laird, and S. Rogers, 'Cognitive Architectures: Research Issues and Challenges', Cogn Syst Res, vol. 10, no. 2, pp. 141-160, Jun. 2009.
32. R. R. Llinás and S. Roy, 'The "prediction imperative" as the basis for self-awareness', Philos. Trans. R. Soc. Lond. B Biol. Sci., vol. 364, no. 1521, pp. 1301-1307, May 2009.
33. M. Ito, 'Control of mental activities by internal models in the cerebellum', Nat. Rev. Neurosci., vol. 9, no. 4, pp. 304-313, Apr. 2008.
34. S. Hurley, 'The shared circuits model (SCM): how control, mirroring, and simulation can enable imitation, deliberation, and mindreading', Behav. Brain Sci., vol. 31, no. 1, pp. 1-22; discussion 22-58, Feb. 2008.
35. H. Imamizu and M. Kawato, 'Brain mechanisms for predictive control by switching internal models: Implications for higher-order cognitive functions', Psychol. Res., vol. 73, no. 4, pp. 527-544, Jul. 2009.
36. A. S. Boza and R. H. Guerra, 'A First Approach to an Artificial Networked Cognitive Control System Based on the Shared Circuits Model of Sociocognitive Capacities', in Connectionist Models of Neurocognition and Emergent Behavior: from Theory to Applications-Proceedings of the 12th Neural Computation and Psychology Workshop, p. 259.
37. M. E. Bratman, D. J. Israel, and M. E. Pollack, 'Plans and resourcebounded practical reasoning', Comput. Intell., vol. 4, no. 3, pp. 349-355, Sep. 1988.
38. P. Langley, 'Cognitive Architectures and General Intelligent Systems', AI Mag., vol. 27, no. 2, p. 33, Jun. 2006.
39. J. F. Lehman, J. Laird, and P. Rosenbloom, 'A gentle introduction to Soar, an architecture for human cognition', STERNBERG Scarb. EDS Invit. Cogn. Sci., 1996.
40. R. Sun, E. Merrill, and T. Peterson, 'From implicit skills to explicit knowledge: A bottom-up model of skill learning', Cogn. Sci., vol. 25, no. 2, pp. 203-244, Mar. 2001.
41. R. Sun and X. Zhang, 'Accounting for a variety of reasoning data within a cognitive architecture', J. Exp. Theor. Artif. Intell., vol. 18, no. 2, pp. 169-191, Jun. 2006.
42. Z. Mathews, S. Bermúdez i Badia, and P. Verschure, 'PASAR: An Integrated Model of Prediction, Anticipation, Sensation, Attention and Response for Artificial Sensorimotor Systems', Inf. Sci. J., vol. Volume 186, no. number 1, pp. 1-19, 2011.
43. S. Franklin, T. Madl, S. D'mello, and J. Snaider, 'LIDA: A Systemslevel Architecture for Cognition, Emotion, and Learning', IEEE Trans. Auton. Ment. Dev., vol. 6, no. 1, pp. 19-41, Mar. 2014.
44. V. Cutsuridis and J. G. Taylor, 'A Cognitive Control Architecture for the Perception-Action Cycle in Robots and Agents', Cogn. Comput., vol. 5, no. 3, pp. 383-395, Apr. 2013.
45. D. Vernon, G. Metta, and G. Sandini, 'A Survey of Artificial Cognitive Systems: Implications for the Autonomous Development of Mental Capabilities in Computational Agents', IEEE Trans. Evol. Comput., vol. 11, no. 2, pp. 151-180, Apr. 2007.
46. A. S. Boza and R. H. Guerra, 'A first approach to artificial cognitive control system implementation based on the shared circuits model of sociocognitive capacities', ICIC Express Lett., vol. 4, no. 5, pp. 1741-1746.
47. Y. F. Zhao and X. Xu, 'Enabling cognitive manufacturing through automated on-machine measurement planning and feedback', Adv. Eng. Inform., vol. 24, no. 3, pp. 269-284, Aug. 2010.
48. 'PLANTCockpit White Paper'. 31-Aug-2012.