Title :
Optimal batch process admission control in tandem queueing systems with queue time constraint considerations
Author :
Cheng-Hung Wu ; Yu-Ching Cheng ; Ping-Ju Tang ; Jiun-Yu Yu
Author_Institution :
Inst. of Ind. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
In this paper, a dynamic control method for two-stage queueing systems with process queue time (PQT) constraints is presented. This queueing system consists of an upstream batch process machine and a downstream single process machine. The waiting time of each job in the downstream queue is constrained by an upper limit. Violation of this upper limit causes scrap of the job. A batch machine poses a problem for the two-stage system under PQT constraints. After completion of batch process, a large quantity of work-in-process (WIP) moves into the downstream queue with PQT constraints. This increases the variance of downstream queue length and the probability of scrap. In this research, we incorporate dynamic programming algorithm in batch process admission control (BPAC) model. The performance of BPAC model is verified by simulation. Simulation results demonstrate that the proposed BPAC model outperforms other methods in every key system performance indices.
Keywords :
batch processing (industrial); dynamic programming; optimal control; probability; queueing theory; work in progress; BPAC model; PQT constraints; downstream queue length; downstream single process machine; dynamic control method; dynamic programming algorithm; optimal batch process admission control; process queue time constraints; queue time constraint considerations; scrap probability; system performance indices; tandem queueing systems; two-stage queueing systems; upstream batch process machine; Admission control; Batch production systems; Mathematical model; Servers; Throughput; Time factors;
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.2012.6465293