Title :
Simulation-based study on resources circulation - an autonomous decentralized model and agent-based simulation
Author :
Matsumoto, Takuya ; Tamaki, Hisashi ; Murao, Hajime ; Kitamura, Shinzo
Author_Institution :
Graduate Sch. of Sci. & Technol., Kobe Univ., Japan
Abstract :
In this paper, a methodology for modeling and controlling of resources circulation systems is studied. We propose a model structure by introducing two kinds of submodels: a physical model and an information model. The physical model is used for simulating the flow of materials and products, while the information model is used for a decision-making on production, consumption, recycling/reuse, discard etc. Moreover, we implement an additional top-level component, a supervisor, who observes the global behavior of the system and controls it indirectly. Based on the proposed approach, we implement a prototype of simulation model. Through some computer simulations, we examine influences of the decision making as well as the indirect control on the resources circulation.
Keywords :
decentralised control; decision making; digital simulation; multi-agent systems; recycling; agent-based simulation; autonomous decentralized model; consumption; decision-making; information model; production; recycling; resources circulation systems; simulation-based study; Computational modeling; Computer simulation; Control systems; Decision making; Environmental factors; Humans; Information processing; Manufacturing; Production; Virtual prototyping;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7866-0
DOI :
10.1109/CIRA.2003.1222200