Details
| Original language | English |
|---|---|
| Title of host publication | 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 5119-5124 |
| Number of pages | 6 |
| ISBN (print) | 9781467357173 |
| Publication status | Published - 2013 |
| Externally published | Yes |
| Event | 52nd IEEE Conference on Decision and Control, CDC 2013 - Florence, Italy Duration: 10 Dec 2013 → 13 Dec 2013 |
Publication series
| Name | Proceedings of the IEEE Conference on Decision and Control |
|---|---|
| ISSN (Print) | 0743-1546 |
| ISSN (electronic) | 2576-2370 |
Abstract
In this paper, we propose an economic model predictive control algorithm which ensures satisfaction of transient average constraints, i.e., constraints on input and state variables averaged over some finite time period. Compared to asymptotic average constraints, this stricter form might be of independent interest in various applications such as the operation of a chemical reactor, where e.g. the amount of inflow during each one hour period must not exceed a certain value. We show that compared to asymptotic average constraints, a different constraint formulation within the optimization problem solved at each time instant is needed, but that certain results such as closed-loop average performance and convergence established for the former setting can be transferred to the case of transient average constraints.
ASJC Scopus subject areas
- Engineering(all)
- Control and Systems Engineering
- Mathematics(all)
- Modelling and Simulation
- Mathematics(all)
- Control and Optimization
Cite this
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2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., 2013. p. 5119-5124 6760693 (Proceedings of the IEEE Conference on Decision and Control).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Economic model predictive control with transient average constraints
AU - Müller, Matthias A.
AU - Angeli, David
AU - Allgöwer, Frank
PY - 2013
Y1 - 2013
N2 - In this paper, we propose an economic model predictive control algorithm which ensures satisfaction of transient average constraints, i.e., constraints on input and state variables averaged over some finite time period. Compared to asymptotic average constraints, this stricter form might be of independent interest in various applications such as the operation of a chemical reactor, where e.g. the amount of inflow during each one hour period must not exceed a certain value. We show that compared to asymptotic average constraints, a different constraint formulation within the optimization problem solved at each time instant is needed, but that certain results such as closed-loop average performance and convergence established for the former setting can be transferred to the case of transient average constraints.
AB - In this paper, we propose an economic model predictive control algorithm which ensures satisfaction of transient average constraints, i.e., constraints on input and state variables averaged over some finite time period. Compared to asymptotic average constraints, this stricter form might be of independent interest in various applications such as the operation of a chemical reactor, where e.g. the amount of inflow during each one hour period must not exceed a certain value. We show that compared to asymptotic average constraints, a different constraint formulation within the optimization problem solved at each time instant is needed, but that certain results such as closed-loop average performance and convergence established for the former setting can be transferred to the case of transient average constraints.
UR - http://www.scopus.com/inward/record.url?scp=84902314933&partnerID=8YFLogxK
U2 - 10.1109/CDC.2013.6760693
DO - 10.1109/CDC.2013.6760693
M3 - Conference contribution
AN - SCOPUS:84902314933
SN - 9781467357173
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 5119
EP - 5124
BT - 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 52nd IEEE Conference on Decision and Control, CDC 2013
Y2 - 10 December 2013 through 13 December 2013
ER -