Title :
Dynamic task assignment of autonomous AGV system based on multi agent architecture
Author :
Fazli bin Md Fauadi, Muhammad Hafidz ; Lin, Haowen ; Murata, Tomohiro
Author_Institution :
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu, Japan
Abstract :
Increasing number of worldwide researchers and practitioners within manufacturing industry had recognized the need for an organization to implement distributed manufacturing system to be flexible and adaptable to a more demanding and fluctuating market. This paper proposes distributed architecture to control Automated Guided Vehicle (AGV) operation in manufacturing industry based on multi- agent system (MAS). System and agent architectures had been designed to enable control the material handling activities. All agents are equipped with decision making capability to plan and execute their responsibilities autonomously or collectively when needed. Additionally, improvement had been made to FIPA Contract Net Protocol (CNP) to support dynamic attributes of AGV task assignment mechanism.
Keywords :
automatic guided vehicles; control engineering computing; flexible manufacturing systems; materials handling; multi-agent systems; FIPA contract net protocol; autonomous AGV system; dynamic task assignment; material handling activities; multiagent architecture; Monitoring; Production; Schedules; Variable speed drives; Vehicles; Automated Guided Vehicle; Contract Net Protocol; Distributed Artificial Intelligence; Multi Agent System;
Conference_Titel :
Progress in Informatics and Computing (PIC), 2010 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6788-4
DOI :
10.1109/PIC.2010.5687984