Title :
Stabilization of multi-inventory systems with uncertain demand and setups
Author :
Blanchini, Franco ; Miani, Stefano ; Pesenti, Raffaele ; Rinaldi, Franca
Author_Institution :
Dipt. di Matematica ed Informatica, Univ. degli Studi di Udine, Italy
fDate :
2/1/2003 12:00:00 AM
Abstract :
In this paper, we consider different aspects of the problem of controlling a multi-inventory system in the presence of uncertain demand and setups. The demand is unknown but bounded in an assigned compact set. The control input is assumed to be constant in its operating regime and to incur setup whenever a variation of this regime is required. Both setup times and setup configurations are unknown. We provide necessary and sufficient stabilizability conditions which turn out to be the same in the case in which there are no setups. Stabilization can be achieved, provided that the planning horizon is large enough and a computable lower bound is given. We also face the problem of ultimately confining the state in an assigned constraint set and provide conditions on this set for the problem to be feasible. Furthermore, we consider the case in which the controls are quantized, as in the case of systems which work in a switching mode. Finally, we deal with the case in which multiple setups may happen during the planning horizon.
Keywords :
constraint theory; feedback; linear programming; piecewise constant techniques; production control; stability criteria; stock control; uncertain systems; assigned compact set; assigned constraint set; computable lower bound; control input; feedback strategies; linear programming; multi-inventory system; multiple setups; multiutility machine systems; necessary sufficient stabilizability conditions; operating regime; piecewise constant control; planning horizon; quantized controls; setup configurations; setup times; stabilization; switching mode; uncertain demand; uncertain setups; unknown bounded demand; Context; Control systems; Costs; Feedback control; Logistics; Manufacturing; Optimization methods; Production; Robust control; Traffic control;
Journal_Title :
Robotics and Automation, IEEE Transactions on
DOI :
10.1109/TRA.2002.807553