Title :
Towards a cooperative knowledge-based control agent for a reconfigurable manufacturing plant
Author :
Borgo, Stefano ; Cesta, Amedeo ; Orlandini, Andrea ; Rasconi, Riccardo ; Suriano, Marco ; Umbrico, Alessandro
Author_Institution :
Nat. Res. Council of Italy, Genoa, Italy
Abstract :
This paper presents the mid-term outcome of the Generic Evolutionary Control Knowledge-based mOdule (Gecko) research project, i.e., a layered architecture to implement a cooperative model-based control agent for a Reconfigurable Transportation System (RTSs). A manufacturing plant is here conceived as multiple independent modules to implement alternative inbound logistic systems´ configurations. To support this capability of the mechatronic hardware, an integrated solution is proposed using a knowledge-based approach to support a timeline-based planning and control module responsible for managing both the node regular activities and reconfiguration activities. A cooperation layer dedicated to multi-module coordination completes the overall architecture.
Keywords :
factory automation; genetic algorithms; knowledge based systems; logistics; manufacturing systems; mechatronics; multi-agent systems; production engineering computing; GECKO; RTS; cooperation layer; cooperative knowledge-based control agent; cooperative model-based control agent; generic evolutionary control knowledge-based module research project; inbound logistic systems configurations; layered architecture; manufacturing plant; mechatronic hardware; multimodule coordination completes; multiple independent modules; node regular activities; reconfigurable manufacturing plant; reconfigurable transportation system; reconfiguration activities; timeline-based planning; Context; Knowledge based systems; Mechatronics; Planning; Production; Routing; Transportation;
Conference_Titel :
Emerging Technology and Factory Automation (ETFA), 2014 IEEE
Conference_Location :
Barcelona
DOI :
10.1109/ETFA.2014.7005226