Modelling of robotic work cells using agent based-approach

4th ModTech International Conference - Modern Technologies in Industrial Engineering

Skala, A.^1 ; Bana, W.^1 ; Gwiazda, A.^1 ; Monica, Z.^1 ; Kost, G.^1 ; Hryniewicz, P.^1

Silesian University of Technology, Faculty of Mechanical Engineering, Institute of Engineering Processes Automation and Integrated Manufacturing Systems, Konarskiego 18A, Gliwice

44-100, Poland^1

关键词: Agent-based approach;    Agent-based systems;    Production system;    Robotic work cells;    Self-organizing systems;    Structural complexity;    Structural component;    Transport equipment;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/145/5/052013/pdf
DOI  :  10.1088/1757-899X/145/5/052013

来源: IOP

【 摘 要 】

In the case of modern manufacturing systems the requirements, both according the scope and according characteristics of technical procedures are dynamically changing. This results in production system organization inability to keep up with changes in a market demand. Accordingly, there is a need for new design methods, characterized, on the one hand with a high efficiency and on the other with the adequate level of the generated organizational solutions. One of the tools that could be used for this purpose is the concept of agent systems. These systems are the tools of artificial intelligence. They allow assigning to agents the proper domains of procedures and knowledge so that they represent in a self-organizing system of an agent environment, components of a real system. The agent-based system for modelling robotic work cell should be designed taking into consideration many limitations considered with the characteristic of this production unit. It is possible to distinguish some grouped of structural components that constitute such a system. This confirms the structural complexity of a work cell as a specific production system. So it is necessary to develop agents depicting various aspects of the work cell structure. The main groups of agents that are used to model a robotic work cell should at least include next pattern representatives: machine tool agents, auxiliary equipment agents, robots agents, transport equipment agents, organizational agents as well as data and knowledge bases agents. In this way it is possible to create the holarchy of the agent-based system.