Title :
MIRA: Enabler of mass customization through agent-based development of intelligent manufacturing systems
Author :
Sorouri, M. ; Vyatkin, Valeriy ; Salcic, Zoran
Author_Institution :
Univ. of Auckland, Auckland, New Zealand
fDate :
May 31 2014-June 7 2014
Abstract :
This research proposes an innovative agent-based design method known as “MIRA” (Modular, Intelligent and Real-time Agent) to represent products as well as mechatronic components in manufacturing systems. The new agent exploits semantic knowledge representation of its capabilities, tasks and surroundings, and upon which performs rule-based reasoning leading to generation of the IEC 61499 Function Blocks for real time and distributed control of production systems. This approach facilitates product´s mass customization through development of intelligent mechatronic systems. Furthermore, the MIRA approach is exemplified in a food production case study.
Keywords :
IEC standards; distributed control; food manufacturing; intelligent manufacturing systems; knowledge representation; mass production; mechatronics; multi-agent systems; product customisation; production engineering computing; real-time systems; IEC 61499 function blocks; MIRA approach; distributed control; food production case study; innovative agent-based design method; intelligent manufacturing systems; mass customization; mechatronic components; modular intelligent and real-time agent; real time control; rule-based reasoning; semantic knowledge representation; Integrated circuits; Manufacturing systems; Ontologies; Real-time systems; Semantics; Software;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6906619