DocumentCode :
3477566
Title :
Research of Dynamic Simulation Software in Road Machinery Based on Intelligent and Hybrid Multi-Agent System
Author :
Guo, Long ; Wang, Hongli
Author_Institution :
Univ. of Tianjin, Tianjin
fYear :
2007
fDate :
18-21 Aug. 2007
Firstpage :
2720
Lastpage :
2725
Abstract :
In the process of road surface construction, dispatchers´ scheduling was experiential and blindfold in some degree and static scheduling restricted the continuity of the construction. Serious problems such as labor holdup, material awaiting and scheduling delay could occur when the old scheduling technique was used. This paper presents intelligent algorithm based on multi-agent system(MAS) that has the abilities of intelligentized modeling and dynamic scheduling. MAS model deals with single agent´s communication and corresponding in engineering machinery of clusters firstly, next we apply intelligent algorithm to solve dynamic scheduling in the plant. Intelligent algorithm can optimize the match of agents and make the system dynamic balance. The effectiveness of the proposed method is demonstrated with MATLAB simulations. At last, simulation software in road machinery based on intelligent and hybrid MAS was realized.
Keywords :
dispatching; earthmoving equipment; multi-agent systems; production engineering computing; production equipment; road building; scheduling; dispatchers scheduling; dynamic simulation software; hybrid multi-agent system; intelligent multi-agent system; road machinery; road surface construction; Clustering algorithms; Delay; Dynamic scheduling; Intelligent agent; Machine intelligence; Machinery; Mathematical model; Multiagent systems; Roads; Scheduling algorithm; agent; arithmetic; intelligent control; software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
Type :
conf
DOI :
10.1109/ICAL.2007.4339042
Filename :
4339042
Link To Document :
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