Title :
Network optimization prior to dynamic simulation of AMHS
Author :
Hammel, C. ; Schmidt, Ted ; Schops, M.
Author_Institution :
Inst. of Mater. Handling & Ind. Eng., Tech. Univ. Dresden, Dresden, Germany
Abstract :
The method presented in this paper is based on deducing a network graph from an automated material handling system in order to utilize algorithms from graph theory. An optimization process is built on this network structure enabling an improvement of AMHS system performance prior to employment of dynamic simulations. Run time in a static simulation is significantly shorter than that of dynamic simulations, thus this approach provides improvements not previously achievable. These may then later be analyzed and validated in dynamic simulations. The achievements of this method are demonstrated in a case study of a running semiconductor Fab. The throughput limit of the AMHS was able to be increased by nearly 20 % without negative impact on delivery times.
Keywords :
materials handling; network theory (graphs); optimisation; AMHS system performance; automated material handling system; dynamic simulation; network graph; network optimization; network structure; semiconductor fab; Graph theory; Heuristic algorithms; Load modeling; Optimization; Routing; Throughput; Vehicle dynamics;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2012 Winter
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-4779-2
Electronic_ISBN :
0891-7736
DOI :
10.1109/WSC.2012.6465088