Abstract
Human-in-the-Loop Cyber-Physical Production Systems Control (HilCP2sC) concept can be largely conceived as a natural evolution of distributed manufacturing control paradigms which exploits recent technological progresses in embedded systems, ICT and networking and communication infrastructure, and where Human-System interactive dimension of Cyber-Physical Systems (CPS) plays a significant role as an enabler for intelligent decisional framework bringing human into the cybernetic loop of the manufacturing control system. The reported research concerns an on-going effort toward the introduction and the development of this concept and presents, as a preliminary technical investigation, the deployment within this context of a parallel multi-objective NSGA2-based high-level scheduling framework capable both of exploiting computational and communicative capabilities of the manufacturing systems Cyber-Physical components, and integration of human decision maker preference within the control process. Different conceptual and technical issues, and some earliest results related to this investigation are presented in the paper.
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References
Pereira, C.E., Carro, L.: Distributed real-time embedded systems: recent advances, future trends and their impact on manufacturing plant control. Ann. Rev. Control 31(1), 81–92 (2007)
Cyber-Physical Systems: Driving force for innovation in mobility, health, energy and production. Acatech Position Paper, Springer (2011)
Colombo, A.W., Bangemann, T., Karnouskos, S., Delsing, J., Stluka, P., Harrison, R., Jammes, F., Lastra, J.L. (eds.): Industrial Cloud-Based Cyber-Physical Systems. Springer, Berlin (2014)
Deen, S.M. (ed.): Agent-Based Manufacturing Advances in the Holonic Approach. Springer, Berlin (2003). ISBN 3-540-44069-0
Trentesaux, D., Thomas, A.: Product-driven control: concept, literature review and future trends. In: Borangiu, T., et al. (eds.): Service Orientation in Holonic and Multi Agent, Studies in Computational Intelligence, vol. 472, pp. 135–150. Springer, Berlin (2013)
Foundations for Innovation in Cyber-Physical Systems. Workshop Report, National Institute of Standards and Technology (2013)
Recommendations for implementing the strategic initiative INDUSTRIE 4.0, Final report of the Industrie 4.0 Working Group, acatech—National Academy of Science and Engineering (2013)
Rajkumar, T., et al.: Cyber-physical systems: the next computing revolution. In: Design Automation Conference 2010, Anaheim
Sanislav, T., Miclea, L.: Cyber-physical systems—concept, challenges research areas. CEAI 14(2), 28–33 (2012)
Dumitrache, I., Caramihai, S.I., Stanescu, A.M.: From mass production to intelligent cyber enterprise. In: 19th International IEEE Conference on Control Systems and Computer Science CSCS’13 (2013)
Schirner, G., Erdogmus, D., Chowdhury, K., Padir, T.: The future of human-in-the-loop cyber-physical systems. Comput. IEEE 46(1), pp. 36–45 (2013)
Trentesaux, D., Moray, N., Tahon, C.: Integration of the human operator into responsive discrete production management systems. Eur. J. Oper. Res. 109, 342–361 (1998)
Pach, C., Berger, T., Bonte, T., Trentesaux, D.: ORCA-FMS: a dynamic architecture for the optimized and reactive control of flexible manufacturing scheduling. Comput. Ind. 65(4), 706–720 (2014)
Rabiee, M., Zandieh, M., Ramezani, P.: Bi-objective partial flexible job shop scheduling problem: NSGA-II, NRGA, MOGA and PAES approaches. Int. J. Prod. Res. 50(24), 7327–7342 (2012)
Rahmati, S.H.A., Zandieh, M., Yazdani, M.: Developing two multi-objective evolutionary algorithms for the multi-objective flexible job shop scheduling problem. Int. J. Adv. Manuf. Technol. (2012). doi:10.1007/s00170-012-4051-1
Deb, K., et al.: A fast and elitist multi objective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. 6(2), 182–197 (2002)
Raileanu, S., Parlea, M., Borangiu, T., Stocklosa, O.: A JADE environment for product driven automation of holonic manufacturing. In: Borangiu, T., Thomas, A., Trentesaux, D. (eds.): Service Orientation in Holonic and Multi-agent Manufacturing, SOHOMA’11. Studies in Computational Intelligence, vol. 402, 265–277, Springer, Berlin (2012)
Mendes, J.M., Leitão, P., Restivo, F., Colombo, A.W.: Service-Oriented Agents for Collaborative Industrial Automation and Production Systems, Holonic and Multi-Agent Systems for Manufacturing. Lecture Notes in Computer Science, vol. 5696, pp. 13–24 (2009)
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Gaham, M., Bouzouia, B., Achour, N. (2015). Human-in-the-Loop Cyber-Physical Production Systems Control (HiLCP2sC): A Multi-objective Interactive Framework Proposal. In: Borangiu, T., Thomas, A., Trentesaux, D. (eds) Service Orientation in Holonic and Multi-agent Manufacturing. Studies in Computational Intelligence, vol 594. Springer, Cham. https://doi.org/10.1007/978-3-319-15159-5_29
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