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

机译:基于异构多核系统的用于太阳场设计和分析的精确光学模型

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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.
机译:这项工作涉及用于中央接收器系统的光学设计和太阳场分析的并行算法。提出的基于配备有多个图形处理单元(GPU)的台式工作站的实施方案,是由于需要具有精确而快速的仿真环境来研究镜面缺陷和非平面几何形状而受到鼓舞的。由于定日镜场的布局可以由数千个反射镜组成,并且每个反射镜必须解决一个复杂的3D几何问题,因此即使使用高度优化的基于CPU的求解器,这也可能需要很长时间。 GPU加速的求解器胜过基于优化的基于OpenMP的参考,该参考在8个CPU内核上运行,取决于问题的复杂程度,最大可达52×,而仅需适度硬件升级两个GPU GTX 590和一个GTX 480图形牌。几个应用程序证明,并行算法保留了对复杂的镜面几何形状和非理想度进行建模的灵活性。

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