TY - GEN
T1 - An adaptive distributed simulation framework for a server fulfillment supply chain
AU - Chen, Yan
AU - Fowler, John
AU - Wu, Teresa
AU - Callarman, Thomas
AU - Ambrose, Eamonn
AU - Hargaden, Vincent
PY - 2006
Y1 - 2006
N2 - Supply chains that produce and distribute computer servers are globally dispersed and have a high degree of uncertainty. To excel at servicing customers, a supplier must be highly skilled in matching the assets in the system with customer demand. Discrete event simulation has been proven valuable for system state estimation of supply chains. However, irregularities and disruptions occurring at any site along the system and the resulting bullwhip effects can lead to significant departures of simulationbased estimation from the performance of the real system. These departures reduce the ability of the model to assist in making correct decisions. In this paper, we propose an adaptive distributed simulation framework for a server fulfillment supply chain, and a Kalman filter to improve our estimates of job completion times.
AB - Supply chains that produce and distribute computer servers are globally dispersed and have a high degree of uncertainty. To excel at servicing customers, a supplier must be highly skilled in matching the assets in the system with customer demand. Discrete event simulation has been proven valuable for system state estimation of supply chains. However, irregularities and disruptions occurring at any site along the system and the resulting bullwhip effects can lead to significant departures of simulationbased estimation from the performance of the real system. These departures reduce the ability of the model to assist in making correct decisions. In this paper, we propose an adaptive distributed simulation framework for a server fulfillment supply chain, and a Kalman filter to improve our estimates of job completion times.
KW - Server fulfillment supply chain
KW - Simulation
UR - http://www.scopus.com/inward/record.url?scp=45149132890&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=45149132890&partnerID=8YFLogxK
U2 - 10.1109/COASE.2006.326959
DO - 10.1109/COASE.2006.326959
M3 - Conference contribution
AN - SCOPUS:45149132890
SN - 1424403103
SN - 9781424403103
T3 - 2006 IEEE International Conference on Automation Science and Engineering, CASE
SP - 649
EP - 656
BT - 2006 IEEE International Conference on Automation Science and Engineering, CASE
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2006 IEEE International Conference on Automation Science and Engineering, CASE
Y2 - 8 October 2006 through 10 October 2006
ER -