Abstract
This paper describes a system that can efficiently control the motion of automated guided vehicles (AGVs) in decentralized autonomous flexible manufacturing systems (DA-FMS). In particular, a mind model called the minimum unit of the mind (MUM) is proposed. Because of the change of mind characteristic of MUM, the AGVs can efficiently avoid route interferences even when many AGVs are operating in DA-FMS. The components of MUM are two stimulation cells, a box, and an arrow. Using application simulations, it is ascertained that MUM is effective for avoiding AGV route interferences.
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References
Coulouris, G., Dollimore, J., Kindberg, T.: Distributed Systems Concepts and Design. Addison-Wesley, Wokingham (2001)
Mori, K., Shiibashi, A.: Trend of Autonomous Decentralized System Technologies and Their Application in IC Card Ticket System. IEICE Transactions on Communications E92.B(2), 445–460 (2009)
Yamamoto, H., Marui, E.: Decentralized Autonomous FMS Control by Hypothetical Reasoning Including Discrete Simulator. In: Monostori, L., Váncza, J., Ali, M. (eds.) IEA/AIE 2001. LNCS (LNAI), vol. 2070, pp. 571–581. Springer, Heidelberg (2001)
Yamamoto, H., Rizauddin, B.R.: Real-time Decision Making of Agents to Realize Decentralized Autonomous FMS by Anticipation. International Journal of Computer Science and Network Security 6(12), 7–17 (2006)
Yamamoto, H., Qudeiri, J.A., Jamali, M.A.J.: Real-Time Control of Decentralized Autonomous Flexible Manufacturing Systems by Using Memory and Oblivion. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006, Part I. LNCS (LNAI), vol. 4251, pp. 252–259. Springer, Heidelberg (2006) ISBN 978-3-540-46535-5
Yamamoto, H., Yamada, T.: Cooperation of AGVs’ Head-on Collision Avoidance by Knowledge Exchange in Autonomous Decentralized FMS. In: Setchi, R., Jordanov, I., Howlett, R.J., Jain, L.C. (eds.) KES 2010, Part I. LNCS, vol. 6276, pp. 158–167. Springer, Heidelberg (2010)
Nakajima, H., et al.: Social Intelligence in a Human-Machine Collaboration System. Transactions of the Japanese Society for Artificial Intelligence 19(3), 184–196 (2004)
Rumelhart, D.E.: The Architecture of Mind: A Connectionist Approach. In: Mind Design II, pp. 204–232. The MIT Press (1997)
Krishnamurthy, N.N., et al.: Developing Conflict-Free Routes for Automated Guided Vehicles. Operations Research 41(6), 1077–1090 (1993)
Hohzaki, R., et al.: Heuristic Methods for Determining Interference-Free Routes of Automated Guided Vehicles. The Journal of the Japan Society of Mechanical Engineers 57(537), 1763–1769 (1991)
Watanabe, M., et al.: Acquisition of a Communication Protocol for Autonomous Multi-AGV Driving. In: The Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials, vol. 2, pp. 1115–1121 (1999)
Furukawa, M., et al.: Collision Avoidance with a Moving Object Based on Q-Learning. The Journal of the Japan Society of Mechanical Engineers 69(680), 1051–1057 (2003)
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Yamamoto, H., Yamada, T. (2012). Control of AGVs in Decentralized Autonomous FMS Based on a Mind Model. In: Jezic, G., Kusek, M., Nguyen, NT., Howlett, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems. Technologies and Applications. KES-AMSTA 2012. Lecture Notes in Computer Science(), vol 7327. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30947-2_22
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DOI: https://doi.org/10.1007/978-3-642-30947-2_22
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