Inventory control for the supply chain: An adaptive control approach based on the identification of the lead-time

C. A. Garcia, A. Ibeas, J. Herrera, R. Vilanova

Research output: Contribution to journalArticleResearchpeer-review

37 Citations (Scopus)

Abstract

In this paper, an Internal Model Control (IMC) scheme is incorporated in production inventory control systems in a complete supply chain. This control scheme presents a good target inventory tracking under the perfect knowledge of the system. Furthermore, the inventory tracking and load disturbance rejection control problems can be tackled separately. However, the closed-loop performance of the IMC scheme may be degraded due to a mismatch between the modelled and actual delay or to the fact that delays may be time-varying. Thus, the IMC control scheme is enhanced in this work with a novel method for the online identification of lead times based on a multimodel scheme. In this way, all benefits of the IMC scheme can be exploited. A detailed discussion of the proposed production inventory system is provided including a stability and performance analysis as well as the identification capabilities of the algorithm. Several simulation examples illustrate the efficiency of the approach. © 2011 Elsevier Ltd.
Original languageEnglish
Pages (from-to)314-327
JournalOmega
Volume40
DOIs
Publication statusPublished - 1 Jun 2012

Keywords

  • Adaptive control
  • Inventory control
  • Supply chain

Fingerprint Dive into the research topics of 'Inventory control for the supply chain: An adaptive control approach based on the identification of the lead-time'. Together they form a unique fingerprint.

Cite this