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
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