Conference paper
Data Driven Tuning of Inventory Controllers
Computer Aided Process Engineering Center, Department of Chemical and Biochemical Engineering, Technical University of Denmark1
Department of Chemical and Biochemical Engineering, Technical University of Denmark2
Mathematical Statistics, Department of Informatics and Mathematical Modeling, Technical University of Denmark3
Department of Informatics and Mathematical Modeling, Technical University of Denmark4
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.
| Language: | English |
|---|---|
| Publisher: | IEEE |
| Year: | 2007 |
| Pages: | 4191-4196 |
| Proceedings: | 46th IEEE Conference on Decision and Control |
| ISBN: | 1424414970 , 1424414989 , 9781424414970 and 9781424414987 |
| ISSN: | 01912216 |
| Types: | Conference paper |
| DOI: | 10.1109/CDC.2007.4434207 |
| ORCIDs: | Huusom, Jakob Kjøbsted , Poulsen, Niels Kjølstad and Jørgensen, Sten Bay |
Control design Control systems Feedback loop Inventory control Iterative methods Linear feedback control systems Nonlinear control systems State feedback Thermodynamics USA Councils criterion based tuning data driven tuning data-driven iterative feedback tuning feedback four tank system inventory controllers iterative methods multivariable control systems multivariable inventory control stock control tuning
