This work deals with parallel algorithms for the optical design and analysis of solar fields for Central Receiver Systems. The proposed implementation based on desktop workstations equipped with multiple Graphics Processing Units (GPU) is motivated by the need to have an accurate and fast simulation environment for studying mirror imperfection and non-planar geometries. Since heliostat field layouts can be composed of thousands of mirrors, and for each one a complex 3D geometry problem must be solved, this can take a long time even with highly optimized CPU-based solvers. The GPU-accelerated solver outperforms an optimized OpenMP-based reference, running on 8 CPU cores, up to 52× depending on the complexity of the problem, at the cost of a very modest hardware upgrade of two GPU GTX 590 and one GTX 480 graphics cards. Several applications demonstrate that the parallel algorithm preserves flexibility to model complex mirror geometries and non-idealities.

Accurate optical model for design and analysis of solar fields based on heterogeneous multicore systems / M. Chiesi; L. Vanzolini; E. Franchi Scarselli; R. Guerrieri. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - STAMPA. - 55:(2013), pp. 241-251. [10.1016/j.renene.2012.12.025]

Accurate optical model for design and analysis of solar fields based on heterogeneous multicore systems

CHIESI, MATTEO;FRANCHI SCARSELLI, ELEONORA;GUERRIERI, ROBERTO
2013

Abstract

This work deals with parallel algorithms for the optical design and analysis of solar fields for Central Receiver Systems. The proposed implementation based on desktop workstations equipped with multiple Graphics Processing Units (GPU) is motivated by the need to have an accurate and fast simulation environment for studying mirror imperfection and non-planar geometries. Since heliostat field layouts can be composed of thousands of mirrors, and for each one a complex 3D geometry problem must be solved, this can take a long time even with highly optimized CPU-based solvers. The GPU-accelerated solver outperforms an optimized OpenMP-based reference, running on 8 CPU cores, up to 52× depending on the complexity of the problem, at the cost of a very modest hardware upgrade of two GPU GTX 590 and one GTX 480 graphics cards. Several applications demonstrate that the parallel algorithm preserves flexibility to model complex mirror geometries and non-idealities.
2013
Accurate optical model for design and analysis of solar fields based on heterogeneous multicore systems / M. Chiesi; L. Vanzolini; E. Franchi Scarselli; R. Guerrieri. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - STAMPA. - 55:(2013), pp. 241-251. [10.1016/j.renene.2012.12.025]
M. Chiesi; L. Vanzolini; E. Franchi Scarselli; R. Guerrieri
File in questo prodotto:
Eventuali allegati, non sono esposti

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/133423
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 15
  • ???jsp.display-item.citation.isi??? 14
social impact