Stability analysis of a constrained inventory system

Stability is a fundamental design property of inventory systems. However, the often exploited linearity assumptions in the current literature create a major gap between theory and practice. In this paper the stability of a constrained production and inventory system with a Forbidden Returns constraint (that is, a non-negative order rate) is studied via a piecewise linear model, an eigenvalue analysis and a simulation investigation. The APVIOBPCS (Automatic Pipeline, Variable Inventory and Order Based Production Control System) and EPVIOBPCS (Estimated Pipeline, Variable Inventory and Order Based Production Control System) replenishment policies are adopted. Surprisingly, all kinds of non-linear dynamical behaviours of systems can be observed in these simple models. Exact expressions of the asymptotic stability boundaries and Lyapunovian stability boundaries are derived when actual and perceived transportation lead-time is 1 and 2 periods long respectively. Asymptotically stable regions in the non-linear Forbidden Return systems are identical to the stable regions in its unconstrained counterpart. However, regions of bounded fluctuations that continue forever, including both periodicity and chaos, exist in the parametrical plane outside the asymptotically stable region. Simulation shows a complex and delicate structure in these regions. The results suggest that accurate lead-time information is essential to eliminate inventory drift and instability and that ordering policies have to be designed properly in accordance with the actual lead-time to avoid these fluctuations and divergence

[1]  Erik Mosekilde,et al.  Deterministic chaos in the beer production-distribution model , 1988 .

[2]  El Kebir Boukas,et al.  Piecewise-linear Hinfinity controller synthesis with applications to inventory control of switched production systems , 2006, Autom..

[3]  Stephen Michael Disney,et al.  Impact of market demand mis-specification on a two-level supply chain , 2009 .

[4]  Zhendong Sun,et al.  Stability of piecewise linear systems revisited , 2010, Annu. Rev. Control..

[5]  S. Disney Supply chain aperiodicity, bullwhip and stability analysis with Jury's inners , 2008 .

[6]  Roberto Rossi,et al.  Computing the non-stationary replenishment cycle inventory policy under stochastic supplier lead-times , 2010 .

[7]  L. Rodrigues,et al.  Piecewise-Linear H∞ Inventory Control of Switched Production Systems , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[8]  Terry P. Harrison,et al.  Quantifying the bullwhip effect in a supply chain with stochastic lead time , 2006, Eur. J. Oper. Res..

[9]  D. Helbing,et al.  Stability analysis and stabilization strategies for linear supply chains , 2003, cond-mat/0304476.

[10]  H. Brian Hwarng,et al.  Understanding supply chain dynamics: A chaos perspective , 2008, Eur. J. Oper. Res..

[11]  Erik R. Larsen,et al.  Complex behaviour in a production-distribution model , 1999, Eur. J. Oper. Res..

[12]  Erik Mosekilde,et al.  Border-collision bifurcations in a dynamic management game , 2006, Comput. Oper. Res..

[13]  Denis Royston Towill,et al.  Further insights into “The stability of supply chains” , 2015 .

[14]  Stephen Michael Disney,et al.  Eliminating drift in inventory and order based production control systems , 2005 .