Title :
A Scheduling Model of Unreliable Manufacturing Systems on Receding Horizon
Author :
Liu, Jun ; Rui, Zhi-Yuan ; Zhao, Jun-Tian ; Li, E-min
Author_Institution :
Lanzhou Univ. of Technol., Lanzhou
Abstract :
An unreliable manufacturing system is examined. The system can produce several types of products. A setup (with setup time or cost or both) is considered when the production is switched from one type of products to another. The decision variables are a sequence of setups and the production plan. After a more straightforward necessary condition and a necessary and sufficient condition for the optimality of the just-in-time (JIT) control policy were presented respectively, based on the hedging point control policy and the idea of JIT (just-in-time), a new real-time receding horizon scheduling algorithm is presented. Numerical results are also presented.
Keywords :
industrial control; just-in-time; manufacturing systems; optimal control; predictive control; production planning; scheduling; hedging point control; just-in-time control; optimal control; production plan; receding horizon; scheduling model; unreliable manufacturing systems; Costs; Cybernetics; Infinite horizon; Iterative algorithms; Job shop scheduling; Machine learning; Manufacturing systems; Optimal control; Production; Sufficient conditions; Hedging point policy; Hybrid system; Setup cost;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370681