Data Driven Tuning of Inventory Controllers

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

doi:10.1109/CDC.2007.4434207

Data Driven Tuning of Inventory Controllers

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

Department of Chemical and Biochemical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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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 language	English
Title of host publication	46th IEEE Conference on Decision and Control
Publisher	IEEE
Publication date	2007
Pages	4191-4196
ISBN (Print)	978-1-4244-1497-0
DOIs	https://doi.org/10.1109/CDC.2007.4434207
Publication status	Published - 2007
Event	46th IEEE Conference on Decision and Control - Hilton New Orleans Riverside, New Orleans, Louisiana, United States Duration: 12 Dec 2007 → 14 Dec 2007 Conference number: 46 http://iss.bu.edu/dac/dac/cdc/index.php

Conference

Conference	46th IEEE Conference on Decision and Control
Number	46
Location	Hilton New Orleans Riverside
Country/Territory	United States
City	New Orleans, Louisiana
Period	12/12/2007 → 14/12/2007
Internet address	http://iss.bu.edu/dac/dac/cdc/index.php

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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

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title = "Data Driven Tuning of Inventory Controllers",

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.",

author = "Huusom, {Jakob Kj{\o}bsted} and Santacoloma, {Paloma Andrade} and Poulsen, {Niels Kj{\o}lstad} and J{\o}rgensen, {Sten Bay}",

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; 46th IEEE Conference on Decision and Control, 46th CDC ; Conference date: 12-12-2007 Through 14-12-2007",

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AU - Jørgensen, Sten Bay

N1 - Conference code: 46

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AB - 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.

U2 - 10.1109/CDC.2007.4434207

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M3 - Article in proceedings

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PB - IEEE

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Y2 - 12 December 2007 through 14 December 2007

ER -

Data Driven Tuning of Inventory Controllers

Abstract

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