Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/38147
Title: A robust production control policy for a multiple-stage production system with inventory inaccuracy and time-delay
Authors: Wang, Z
Chan, FTS 
Keywords: Delays
Optimal control
Production control
Robust control
State-space methods
Stock control
Issue Date: 2013
Source: 2013 IEEE International Conference on Automation Science and Engineering (CASE), Madison, WI, 17-20 Aug. 2013, p. 77-82 (CD) How to cite?
Abstract: Inventory inaccuracy has significant negative impact on the performance of production control. In this paper, we investigate the robust production control problems for a multiple-stage production system with inventory inaccuracy and time-delay between stages. The objective of this problem is to minimize the average production cost. The problem is solved in two steps: First, for a multiple-stage production system with time-delay but without inventory inaccuracy, an approximate optimal production control policy is constructed. Second, we reveal that the discontinuity of the control variables makes the policy sensitive to the error of inventory data, and then develop a robust production control policy to eliminate this sensitivity, in which the control variables change smoothly when state variables cross boundaries between different domains in the state space. Finally, numerical experiments are conducted to examine the performance of the proposed robust policy for hedging against inventory inaccuracy.
URI: http://hdl.handle.net/10397/38147
DOI: 10.1109/CoASE.2013.6653920
Appears in Collections:Conference Paper

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