Ponencia
Nonlinear Fuzzy Model Predictive Control of the TCP-100 Parabolic Trough Plant
Autor/es | Escaño González, Juan Manuel
Gallego Len, Antonio Javier Sánchez, Adolfo J. Yebra, Luis J. Camacho, Eduardo F. |
Departamento | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática |
Fecha de publicación | 2021 |
Fecha de depósito | 2022-11-24 |
Publicado en |
|
ISBN/ISSN | 978-94-6239-423-0 2589-6644 |
Resumen | Advanced control strategies can play an important role in improving the efficiency of
solar plants. In particular, linear model predictive control strategies have been applied
successfully when controlling solar ... Advanced control strategies can play an important role in improving the efficiency of solar plants. In particular, linear model predictive control strategies have been applied successfully when controlling solar trough plants. However, if the control algorithm uses a linear model associated only with one operating point, when the plant is working far from the design conditions, the performance of the controller may deteriorate. In this paper, a fuzzy model-based nonlinear model predictive controller is applied to the new TCP-100 solar facility. The control strategy uses a fuzzy model of the plant for predicting the future evolution of the outlet temperature. This approach reduces the computational time of the nonlinear model predictive control strategy and allows to solve it much faster than using the full nonlinear model. |
Agencias financiadoras | European Union (UE). H2020 Ministerio de Ciencia e Innovación (MICIN) España |
Identificador del proyecto | 958339.
PID2019-104149RBI00 789051 |
Cita | Escaño González, J.M., Gallego Len, A.J., Sánchez, A.J., Yebra, L.J. y Camacho, E.F. (2021). Nonlinear Fuzzy Model Predictive Control of the TCP-100 Parabolic Trough Plant. En Joint Proceedings of the 19th World Congress of the International Fuzzy Systems Association (IFSA), the 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and the 11th International Summer School on Aggregation Operators (AGOP) (235-241), Online: Atlantis Press. |
Ficheros | Tamaño | Formato | Ver | Descripción |
---|---|---|---|---|
Nonlinear Fuzzy Model Predictive ... | 7.959Mb | [PDF] | Ver/ | |