Ponencia
Population-Dynamics-Assisted Coalitional Model Predictive Control for Parabolic-Trough Solar Plants
Autor/es | Sánchez Amores, Ana
Martínez Piazuelo, Juan Maestre Torreblanca, José María Ocampo-Martínez, Carlos Camacho, Eduardo F. Quijano, Nicanor |
Departamento | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática |
Fecha de publicación | 2023-07 |
Fecha de depósito | 2024-03-05 |
Publicado en |
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ISBN/ISSN | 9781713872344 2405-8963 |
Resumen | This paper proposes a coalitional model predictive control method for temperature regulation in parabolic-trough solar fields. The global optimization problem is divided into a set of local subproblems that will be solved ... This paper proposes a coalitional model predictive control method for temperature regulation in parabolic-trough solar fields. The global optimization problem is divided into a set of local subproblems that will be solved in parallel by a set of coalitions. However, these local (smaller) problems remain coupled by a common global resource constraint. In this regard, we present a population-dynamics-assisted resource allocation approach to fully decouple the local optimization problems. By doing this, each coalition can address its corresponding optimization problem without relying on the solutions of the other coalitions. To illustrate the proposed methodology, we provide simulation results for a 100-loop parabolic-trough solar collector field. |
Agencias financiadoras | Unión Europea, Horizonte 2020 Ministerio de Ciencia e Innovación (MICIN). España Agencia Estatal de Investigación. España |
Identificador del proyecto | PID2020-119476RB-100
MCIN/AEI/10.13039/501100011033 |
Cita | Sánchez Amores, A., Martínez Piazuelo, J., Maestre, J.M., Ocampo-Martínez, C., Camacho, E.F. y Quijano, N. (2023). Population-Dynamics-Assisted Coalitional Model Predictive Control for Parabolic-Trough Solar Plants. En 22nd IFAC World Congress. IFAC-PapersOnLine Volume 56, Issue 2 (7710-7715), Yokohama, Japan: Elsevier / International Federation of Automatic Control (IFAC). |
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