Real-Time Optimization for Economic Model Predictive Control

Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

Standard

Real-Time Optimization for Economic Model Predictive Control. / Sokoler, Leo Emil; Edlund, Kristian; Frison, Gianluca; Skajaa, Anders; Jørgensen, John Bagterp.

The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark, 2012.

Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

Harvard

Sokoler, LE, Edlund, K, Frison, G, Skajaa, A & Jørgensen, JB 2012, 'Real-Time Optimization for Economic Model Predictive Control'. in The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark.

APA

Sokoler, L. E., Edlund, K., Frison, G., Skajaa, A., & Jørgensen, J. B. (2012). Real-Time Optimization for Economic Model Predictive Control. In The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark.

CBE

Sokoler LE, Edlund K, Frison G, Skajaa A, Jørgensen JB. 2012. Real-Time Optimization for Economic Model Predictive Control. In The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark.

MLA

Sokoler, Leo Emil et al. "Real-Time Optimization for Economic Model Predictive Control". The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark. 2012.

Vancouver

Sokoler LE, Edlund K, Frison G, Skajaa A, Jørgensen JB. Real-Time Optimization for Economic Model Predictive Control. In The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark. 2012.

Author

Sokoler, Leo Emil; Edlund, Kristian; Frison, Gianluca; Skajaa, Anders; Jørgensen, John Bagterp / Real-Time Optimization for Economic Model Predictive Control.

The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012). Technical University of Denmark, 2012.

Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2012

Bibtex

@inbook{616450d6949643a19e1afa32793f57f7,
title = "Real-Time Optimization for Economic Model Predictive Control",
publisher = "Technical University of Denmark",
author = "Sokoler, {Leo Emil} and Kristian Edlund and Gianluca Frison and Anders Skajaa and Jørgensen, {John Bagterp}",
year = "2012",
booktitle = "The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012)",

}

RIS

TY - GEN

T1 - Real-Time Optimization for Economic Model Predictive Control

A1 - Sokoler,Leo Emil

A1 - Edlund,Kristian

A1 - Frison,Gianluca

A1 - Skajaa,Anders

A1 - Jørgensen,John Bagterp

AU - Sokoler,Leo Emil

AU - Edlund,Kristian

AU - Frison,Gianluca

AU - Skajaa,Anders

AU - Jørgensen,John Bagterp

PB - Technical University of Denmark

PY - 2012

Y1 - 2012

N2 - In this paper, we develop an efficient homogeneous and self-dual interior-point method for the linear programs arising in economic model predictive control. To exploit structure in the optimization problems, the algorithm employs a highly specialized Riccati iteration procedure. Simulations show that in comparison to conventional interior-point methods, our solver is a) significantly faster per. iteration and b) converges in a smaller and less fluctuating number of iterations.

AB - In this paper, we develop an efficient homogeneous and self-dual interior-point method for the linear programs arising in economic model predictive control. To exploit structure in the optimization problems, the algorithm employs a highly specialized Riccati iteration procedure. Simulations show that in comparison to conventional interior-point methods, our solver is a) significantly faster per. iteration and b) converges in a smaller and less fluctuating number of iterations.

BT - The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012)

T2 - The 10th European Workshop on Advanced Control and Diagnosis (ACD 2012)

ER -