Presentation
ALADIN-Based Distributed Model Predictive Control with Dynamic Partitioning: An Application to Solar Parabolic Trough Plants
Author/s | Chanfreut Palacio, Paula
Maestre Torreblanca, José María ![]() ![]() ![]() ![]() ![]() ![]() ![]() Krishnamoorthy, D. Camacho, Eduardo F. ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
Department | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática |
Publication Date | 2024-01 |
Deposit Date | 2024-04-01 |
Published in |
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ISBN/ISSN | 979-835030124-3 07431546 |
Abstract | This article presents a distributed model predictive controller with time-varying partitioning based on the augmented Lagrangian alternating direction inexact Newton method (ALADIN). In particular, we address the problem ... This article presents a distributed model predictive controller with time-varying partitioning based on the augmented Lagrangian alternating direction inexact Newton method (ALADIN). In particular, we address the problem of controlling the temperature of a heat transfer fluid (HTF) in a set of loops of solar parabolic collectors by adjusting its flow rate. The control problem involves a nonlinear prediction model, decoupled inequality constraints, and coupled affine constraints on the system inputs. The application of ALADIN to address such a problem is combined with a dynamic clustering-based partitioning approach that aims at reducing, with min-imum performance losses, the number of variables to be coordinated. Numerical results on a 10-loop plant are presented. |
Funding agencies | European Union (UE) Ministerio de Ciencia e Innovación (MICIN). España |
Project ID. | t SI-1838/24/2018
![]() PID2020-119476RB-I00 ![]() |
Citation | Chanfreut Palacio, P., Maestre Torreblanca, J.M., Krishnamoorthy, D. y Camacho, E.F. (2024). ALADIN-Based Distributed Model Predictive Control with Dynamic Partitioning: An Application to Solar Parabolic Trough Plants. En IEEE Conference on Decision and Control (196803-), Singapure: IEEE (Institute of Electrical and Electronics Engineers). |
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ALADIN-Based Distributed.pdf | 1.328Mb | ![]() | View/ | Versión aceptada |
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