Abstract
The work presented in this paper outlines a design framework for flexibly automated manufacturing cells in a Virtual Reality environment. Design encompassing structure/configuration and control/operation aspects of manufacturing cells is supported through different levels of analysis. The cornerstone is semantic models that are constructed for stereotypical manufacturing cell objects and their relations but are extensible for new ones. VRML 3D models of these objects are created and introduced into the virtual world. Core methods are developed for object functional control. A major class of methods at object level refers to trivial and non-trivial kinematics for stereotypical objects such as robots, machine tools and conveyors. The main method at cell level pertains to controlling interactions among different manufacturing tasks and is based on definition of control-interpreted Petri Nets at two levels of detail: generic nets, which are less detailed and directly derive from semantic models, and specific nets, which add further detail that cannot be included in a practical way in the semantic nets. Furthermore, special attention is directed to the user within the virtual environment, by providing mostly visual tools that enhance user perception as well as information and manipulation tools that facilitate interaction with the virtual manufacturing cell being designed. The virtual environment was developed from scratch using relatively high-level 3D graphics development tools and open libraries and is thus amenable to extensions.
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Dangelmaier, W., Fischer, M., Gausemeier, J., Grafe, M., Matysczok, C., Mueck, B.: Virtual and augmented reality support for discrete manufacturing system simulation. Comput. Ind. 56, 371–383 (2005)
Cecil, J., Kanchanapiboon, A.: Virtual engineering approaches in product and process design. Int. J. Adv. Manuf. Technol. 31(9–10), 846–856 (2007)
Souza, M.C.F., Sacco, M., Porto, A.J.V.: Virtual manufacturing as a way for the factory of the future. J. Intell. Manuf. 17(6), 725–735 (2006)
Hoffmann, P., Schumann, R., Maksoud, T.M.A., Premier, G.C.: Virtual commissioning of manufacturing systems: a review and new approaches for simplification. In: Bargiela, A., Azam, S., Crowley, A.D., Kerckhoffs, E.J.H. (eds.) Proceedings 24th European Conference on Modelling and Simulation, Kuala Lumpur, p. 7 (2010)
Cobb, S.V.G., D’Cruz, M.D., Wilson, J.R.: Integrated manufacture: a role for virtual reality. Int. J. Ind. Ergon. 16, 411–425 (1995)
Wiendahl, H.-P., Harms, T., Fiebig, C.: Virtual factory design—a new tool for a co-operative planning approach. Int. J. Comput. Integr. Manuf. 16(7–8), 535–540 (2003)
Schraft, R., Neugebauer, J., Grefen, K.: Factory and logistics planning with virtual reality. In: Proceedings of the 7th International Conference on Flexible Automation and Intelligent Manufacturing, Middlesbrough, pp. 958–968 (1997)
Shariatzadeh, N., Sivard, G., Chen, D.: Software evaluation criteria for rapid factory layout planning. Design and simulation. Proc. CIRP 3, 299–304 (2012)
Korves, B., Loftus, M.: Designing an immersive virtual reality interface for layout planning. J. Mater. Process. Technol. 107, 425–430 (2000)
Pentenrieder, K., Bade, C., Doil, F., Meier, P.: Augmented reality-based factory planning—an application tailored to industrial needs. In: Proceedings of the 6th IEEE and ACM International Symposium on Mixed and Augmented Reality, Nara, pp. 31–42 (2007)
Lee, J., Han, S., Yang, J.: Construction of a computer-simulated mixed reality environment for virtual factory layout planning. Comput. Ind. 62, 86–98 (2011)
Zhai, W., Fan, X., Yan, J., Zhu, P.: An integrated simulation method to support virtual factory engineering. Int. J. CAD/CAM 2/1, 39–44 (2002)
Weyrich, M., Drews, P.: An interactive environment for virtual manufacturing: the virtual workbench. Comput. Ind. 38, 5–15 (1999)
Moore, P.R., Pu, J., Ng, H.C., Wong, C.B., Chong, S.K., Chen, X., Adolfsson, J., Olofsgård, P., Lundgren, J.-O.: Virtual engineering: an integrated approach to agile manufacturing machinery design and control. Mechatronics 13, 1105–1121 (2003)
Hibino, H., Inukai, T., Fukuda, Y.: Efficient manufacturing system implementation based on combination between real and virtual factory. Int. J. Prod. Res. 44(18–19), 3897–3915 (2006)
Min, B.-K., Huang, Z., Pasek, Z.J., Yip-Hoi, D., Husted, F., Marker, S.: Integration of real-time control simulation to a virtual manufacturing environment. J. Adv. Manuf. Syst. 1(1), 67–87 (2002)
Bal, M., Hashemipour, M.: Virtual factory approach for implementation of holonic control in industrial applications: a case study in die-casting industry. Robot. Comput. Integr. Manuf. 25, 570–581 (2009)
Abdul Kadir, A., Xu, X., Haemmerle, E.: Virtual machine tools and virtual machining—a technological review. Robot. Comput. Integr. Manuf. 27, 494–508 (2011)
Chryssolouris, G., Mavrikios, D., Fragos, D., Karabatsou, V., Pistiolis, K.: A novel virtual experimentation approach to planning and training for manufacturing processes—the virtual machine shop. Int. J. Comput. Integr. Manuf. 15, 214–221 (2010)
Pedrazzoli, P., Sacco, M., Jonsson, A., Boer, C.R.: Virtual factory framework: key enabler for future manufacturing. In: Cunha, P.F., Maropoulos, P.G. (eds.) Digital Enterprise Technology: perspectives and future challenges. Springer, Berlin, pp. 83–90 (2007)
Ostermayer, D., Aurich, J.C., Wagenknecht, C.: Improvement of manufacturing processes with virtual reality based CIP-workshops. Int. J. Prod. Res. 47(19), 5297–5309 (2009)
Terkaj, W., Pedrielli, G., Sacco, M.: Virtual factory data model. In: Proceedings 2nd Ontology and Semantic Web for Manufacturing 2012 Workshop, Graz, p. 14 (2012)
Chungoora, N., Canciglieri Jr, O., Young, R.I.M.: Towards expressive ontology-based approaches to manufacturing knowledge representation and sharing. Int. J. Comput. Integr. Manuf. 23(12), 1059–1070 (2010)
Lemaignan, S., Siadat, A., Dantan, J.-Y., Semenenko, A.: MASON: a proposal for an ontology of manufacturing domain. In: IEEE Workshop on Distributed Intelligent Systems—Collective Intelligence and Its Applications (DIS’06), pp. 195–200 (2006)
Lin, H., Harding, J.: A manufacturing system engineering ontology model on the semantic web for inter-enterprise collaboration. Comput. Ind. 58(5), 428–437 (2007)
Kjellberg, T., von Euler-Chelpin, A., Hedlind, M., Lundgren, M., Sivard, G., Chen, D.: The machine tool model—a core part of the digital factory. CIRP Ann. Manuf. Technol. 58, 425–428 (2009)
Shen, W., Hao, Q., Yoon, H.J., Norrie, D.H.: Applications of agent-based systems in intelligent manufacturing: an updated review. Adv. Eng. Inf. 20, 415–431 (2006)
Weber-Jahnke, J.H., Stier, J.: Virtual prototyping of automated manufacturing systems with geometry-driven petri nets. Comput. Aided Design 41, 942–951 (2009)
Ahramovits, A., Vosniakos, G.-C.: Manufacturing system flexibility study using simulation. In: Proceedings of the 6th SMESME Conference, Athens, pp. 303–312 (2003)
Vosniakos, G.-C., Koukouvitaki, A.: On VRML simulation models of robotic manufacturing cells. In: Proceedings of the 5th Tools and Methods for Competitive Engineering Conference, Lausanne, p. 11 (2004, on CD)
Zhou, M.C., Venkatesh, K.: Modeling, Simulation and Control of Flexible Manufacturing Systems: A Petri Net Approach. World Scientific, Singapore (1999)
Gogouvitis, X.V., Vosniakos, G.-C.: Virtual reality modelling concepts of automated manufacturing systems. In: Proceedings of 18th International Conference on Flexible Automation and Intelligent Manufacturing, Skõvde, pp. 955–962 (2008)
Chapelle, F., Bidaud, P.: Closed form solutions for inverse kinematics approximation of general 6R manipulators. Mech. Mach. Theory 39, 323–338 (2004)
Gogouvitis, X.V., Vosniakos, G.-C.: Construction of a virtual reality environment for robotic manufacturing cells. Int. J. Comput. Appl. Technol. (2014, in press)
David, R., Alla, H.: Petri nets for modeling of dynamic systems: a survey. Automatica 30(2), 175–202 (1994)
Fares, C., Hamam, Y.: Collision detection for rigid bodies: a state of the art review, keynote talk. In: Proceedings of the 15th International Conference on Computer Graphics and Applications (GraphiCon’2005), Novosibirsk, p. 9 (2005)
Acknowledgments
The work reported in this paper is part of the 03ED217 research project, implemented within the framework of the “Reinforcement Programme of Human Research Manpower” (PENED) and co-financed by National and Community Funds (20 % from the Greek Ministry of Development-General Secretariat of Research and Technology and 80 % from E.U.-European Social Fund).
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Vosniakos, GC., Gogouvitis, X.V. Structured design of flexibly automated manufacturing cells through semantic models and petri nets in a virtual reality environment. Int J Interact Des Manuf 9, 45–63 (2015). https://doi.org/10.1007/s12008-013-0202-3
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DOI: https://doi.org/10.1007/s12008-013-0202-3