Title :
LQ Optimal and Robust Control of Perishable Inventory Systems With Multiple Supply Options
Author :
Ignaciuk, Przemyslaw
Author_Institution :
Inst. of Inf. Technol., Lodz Univ. of Technol., Łódź, Poland
Abstract :
In this technical note, an analytical framework for studying the dynamics of perishable inventory systems is developed using control-theoretic approach. In the considered systems, the deteriorating stock at a goods distribution center is used to fulfill unknown, time-varying demand. The stock is replenished using multiple supply options characterized by different lead-time delay. In contrast to the classical stochastic, or heuristic approaches, a formal design procedure based on discrete-time linear-quadratic (LQ) optimal control is employed. The analytically derived suboptimal controller satisfies positivity constraints and ensures full demand satisfaction for any bounded demand pattern. Moreover, a methodology for analysis of parametric uncertainties is elaborated, and another, nonlinear controller that guarantees robustness to uncertain delay variations is designed.
Keywords :
control system synthesis; delay systems; discrete time systems; goods distribution; linear quadratic control; nonlinear control systems; robust control; stock control; suboptimal control; supply and demand; time-varying systems; uncertain systems; LQ optimal control; analytical framework; bounded demand pattern; control-theoretic approach; demand satisfaction; discrete-time linear quadratic optimal control; formal design procedure; goods distribution center; lead-time delay; multiple supply options; nonlinear controller design; parametric uncertainties; perishable inventory system dynamics; positivity constraints; robust control; stock replenishment; suboptimal controller; time-varying demand; uncertain delay variations; Delay; Optimal control; Optimization; Oscillators; Robustness; Uncertainty; Vectors; Inventory control; optimal control; perishable inventory systems; time-delay systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2013.2246093