Data Driven Tuning of Inventory Controllers

Jakob Kjøbsted Huusom, Paloma Andrade Santacoloma, Niels Kjølstad Poulsen, Sten Bay Jørgensen

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

230 Downloads (Pure)

Abstract

A systematic method for criterion based tuning of inventory controllers based on data-driven iterative feedback tuning is presented. This tuning method circumvent problems with modeling bias. The process model used for the design of the inventory control is utilized in the tuning as an approximation to reduce time required on experiments. The method is illustrated in an application with a multivariable inventory control implementation on a four tank system.
Original languageEnglish
Title of host publication46th IEEE Conference on Decision and Control
PublisherIEEE
Publication date2007
Pages4191-4196
ISBN (Print)978-1-4244-1497-0
DOIs
Publication statusPublished - 2007
Event46th IEEE Conference on Decision and Control - Hilton New Orleans Riverside, New Orleans, Louisiana, United States
Duration: 12 Dec 200714 Dec 2007
Conference number: 46
http://iss.bu.edu/dac/dac/cdc/index.php

Conference

Conference46th IEEE Conference on Decision and Control
Number46
LocationHilton New Orleans Riverside
CountryUnited States
CityNew Orleans, Louisiana
Period12/12/200714/12/2007
Internet address

Bibliographical note

Copyright: 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE

Cite this

Huusom, J. K., Santacoloma, P. A., Poulsen, N. K., & Jørgensen, S. B. (2007). Data Driven Tuning of Inventory Controllers. In 46th IEEE Conference on Decision and Control (pp. 4191-4196). IEEE. https://doi.org/10.1109/CDC.2007.4434207