Abstract
Considering the disassembly as a vital and prospective industry domain, we use the mobile robots to automate the disassembly process. In our system, each mobile robot has particular skills and is supervised by an agent with related objectives and knowledge. An agent has an ontology-based world model, which is responsible to maintain the knowledge about the robot’s activities in relation to its environment as well as to its underlying software parts. The ontology is used to represent a specification of an agent’s domain knowledge. The system functionality is tested with three mobile robots having a task to disassemble a particular Lego construct. Different rule-engines were benchmarked in order to enhance the systems performance.
Based on “Knowledge Driven Mobile Robots Applied in the Disassembly Domain”, by Gottfried Koppensteiner, Reinhard Hametner, Rene Paris, Alejandro Moser Passani, and Munir Merdan which appeared in the Proceedings of the 5th International Conference on Automation, Robotics and Applications (ICARA 2011). © 2011 IEEE.
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References
M. Matsumoto, Business frameworks for sustainable society: a case study on reuse industries in Japan. J. Cleaner Prod. 17(17), 1547–1555 (2009)
F. Torres et al., Automatic PC disassembly for component recovery. Int. J. Adv. Manufact. Technol. 23(1), 39–46 (2004)
H. Kim, S. Kernbaum, G. Seliger, Emulation-based control of a disassembly system for LCD monitors. Int. J. Adv. Manuf. Technol. 40(3), 383–392 (2009)
J.R. Duflou, G. Seliger, S. Kara, Y. Umeda, A. Ometto, B. Willems, Efficiency and feasibility of product disassembly: a case-based study. CIRP, Manufact. Technol. 57(2), 583–600 (2008)
P. Kopacek, B. Kopacek, Intelligent, flexible disassembly. Int. J. Adv. Manufact. Technol. 30(5), 554–560 (2006)
F.M. Asl, A.G. Ulsoy, Y. Koren, Dynamic Modeling and Stability of the Reconfiguration of Manufacturing Systems. Technical report (University of Michigan, 2001)
A. Lazinica, B. Katalinic, Self-organizing multi-robot assembly system. Int. Symp. Robot. 36, 42 (2005)
M. Merdan, Knowledge-based Multi-Agent Architecture Applied in the Assembly Domain. PhD Thesis, Vienna University of Technology, (2009), http://www.ub.tuwien.ac.at/diss/AC05040230.pdf
K. Kyoung-Yun, D.G. Manley, H. Yang, Ontology-based assembly design and information sharing for collaborative product development. Comput. Aided Des. 38(12), 1233–1250 (2006)
M. Merdan, W. Lepuschitz, T. Meurer, M. Vincze, in Towards Ontology-Based Automated Disassembly Systems. IEEE international conference on industrial electronics control and instrumentation, (2010), pp. 1386–1391.G
G. Koppensteiner, M. Merdan, W. Lepuschitz, I. Hegny, in Hybrid Based Approach for Fault Tolerance in a Multi-Agent System. IEEE/ASME international conference on advanced intelligent mechatronics, (Singapore, 2009)
M. Merdan, M. Vallee, W. Lepuschitz, A. Zoitl, Monitoring and diagnostics of industrial systems using automation agents. Int. J. Prod. Res. 49(5), 1497 (2011)
M. Vallee, H. Kaindl, M. Merdan, W. Lepuschitz, E. Arnautovic, P. Vrba, in An Automation Agent Architecture With a Reflective World Model in Manufacturing Systems. IEEE international conference on systems, man, and cybernetics (SMC09), (San Antonio, Texas, USA, 2009)
A. Zoitl, Real-Time Execution for IEC 61499. ISA-o3neidaA, USA, ISBN: 978193439-4274 (2009)
M. Merdan, W. Lepuschitz, I. Hegny, G. Koppensteiner, in Application of a Communication Interface Between Agents and the Low Level Control. Proceedings of the 4th international conference on autonomous robots and agents, Wellington, New Zealand, 2009
D.P. Miller, M. Oelke, M.J. Roman, J. Villatoro, C.N. Winton, in The CBC: A LINUX-based low-cost mobile robot controller. IEEE international conference on robotics and automation (ICRA), pp. 4633–4638, 3–7 May 2010
KISS Institute of Practical Robotics, The Botball Season. http://www.botball.org, Accessed May 2011
Sparkling Science, BMWF. http://www.sparklingscience.at/en. last viewed June 2011
B. McDorman, B. Woodruff, A. Joshi, J. Frias, in CBCJVM: Applications of the Java Virtual Machine with Robotics. Global conference on educational robotics, Edwardsville (2010)
Telecom Italia Labs, Java Agent Development Framework. http://jade.tilab.com/. Accessed March 2011
The Foundation for Intelligent Physical Agents, FIPA Specifications. http://www.fipa.org/specifications/index.html. last viewed July 2011
Sandia National Laboratories, Jess: The Rule Engine for the JavaTM Platform. Available at: http://herzberg.ca.sandia.gov/. last visited May 2011
Stanford Medical Informatics, Protégé Ontology Editor. Stanford University. Protégé Website. http://protege.stanford.edu. Accessed May 2011
G. Koppensteiner, M. Merdan, I. Hegny, W. Lepuschitz, S. Auer, B. Groessing, in Deployment of an Ontology-Based Agent Architecture on a Controller. 8th IEEE international conference on industrial informatics, Japan, 2010
Acknowledgments
The authors would like to acknowledge the support by the Sparkling Science program, an initiative of the Austrian Federal Ministry of Science and Research. We also want to thank all partners involved in the DISBOTICS Project, especially the students at Vienna Institute of Technology (TGM), department for Information-Technology, and the KISS Institute of Practical Robotics.
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Koppensteiner, G., Krofitsch, C., Hametner, R., Miller, D.P., Merdan, M. (2013). Application of Knowledge Driven Mobile Robots for Disassembly Tasks. In: Sen Gupta, G., Bailey, D., Demidenko, S., Carnegie, D. (eds) Recent Advances in Robotics and Automation. Studies in Computational Intelligence, vol 480. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-37387-9_24
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